warning: commands will be executed using /bin/sh
job 2935 at Tue Mar 11 11:33:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140310/YutaMouse20-140310/YutaMouse20-140310
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1225793 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 408597 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21473 members 
Mstep: Class 3 contains 21476 members 
Mstep: Class 4 contains 21637 members 
Mstep: Class 5 contains 21481 members 
Mstep: Class 6 contains 21705 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 21371 members 
Mstep: Class 9 contains 21629 members 
Mstep: Class 10 contains 21390 members 
Mstep: Class 11 contains 21685 members 
Mstep: Class 12 contains 21247 members 
Mstep: Class 13 contains 21493 members 
Mstep: Class 14 contains 21468 members 
Mstep: Class 15 contains 21555 members 
Mstep: Class 16 contains 21542 members 
Mstep: Class 17 contains 21556 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 21387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 0.504999 but Gain 587.881836
Score: -16604327.000000 Penalty: 10581.876953
Iteration 0F: 19 clusters Score -1.660433e+07 nChanged 387248
Entering Unmasked Mstep 
Mstep: Class 0 contains 5023 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4 members 
Deleted class 2: not enough members
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 188221 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 125673 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 66276 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 1534 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 82 members 
Mstep: Class 18 contains 5414 members 
Mstep: Class 19 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 92.052879 but Gain 587.882812
Score: -22657498.000000 Penalty: 9406.112305
Iteration 1F: 17 clusters Score -2.26575e+07 nChanged 129483
Entering Unmasked Mstep 
Mstep: Class 0 contains 3516 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 913 members 
Mstep: Class 6 contains 274153 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 47309 members 
Mstep: Class 9 contains 300 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 3563 members 
Mstep: Class 12 contains 57345 members 
Mstep: Class 14 contains 1284 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 1631 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 314.951233 but Gain 587.881836
Score: -22849290.000000 Penalty: 8818.230469
Iteration 2F: 16 clusters Score -2.284929e+07 nChanged 52914
Entering Unmasked Mstep 
Mstep: Class 0 contains 3401 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 295257 members 
Mstep: Class 7 contains 5297 members 
Mstep: Class 8 contains 27393 members 
Mstep: Class 9 contains 626 members 
Mstep: Class 10 contains 1073 members 
Mstep: Class 11 contains 4475 members 
Mstep: Class 12 contains 48050 members 
Mstep: Class 14 contains 1177 members 
Mstep: Class 15 contains 10423 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 18 contains 7630 members 
Mstep: Class 19 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22883856.000000 Penalty: 8818.230469
Iteration 3F: 16 clusters Score -2.288386e+07 nChanged 42853
Entering Unmasked Mstep 
Mstep: Class 0 contains 3350 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 293332 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 18260 members 
Mstep: Class 9 contains 810 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 52619 members 
Mstep: Class 14 contains 1171 members 
Mstep: Class 15 contains 15423 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22933596.000000 Penalty: 8818.230469
Iteration 4F: 16 clusters Score -2.29336e+07 nChanged 39799
Entering Unmasked Mstep 
Mstep: Class 0 contains 3295 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 305 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 279218 members 
Mstep: Class 7 contains 5160 members 
Mstep: Class 8 contains 13316 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 1793 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 67131 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 19285 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 18 contains 7742 members 
Mstep: Class 19 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22990824.000000 Penalty: 8818.230469
Iteration 5F: 16 clusters Score -2.299082e+07 nChanged 26954
Entering Unmasked Mstep 
Mstep: Class 0 contains 3245 members 
Mstep: Class 3 contains 207 members 
Mstep: Class 4 contains 427 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 272098 members 
Mstep: Class 7 contains 4981 members 
Mstep: Class 8 contains 9974 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 74974 members 
Mstep: Class 14 contains 1188 members 
Mstep: Class 15 contains 21549 members 
Mstep: Class 16 contains 1899 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016234.000000 Penalty: 8818.230469
Iteration 6F: 16 clusters Score -2.301623e+07 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 3198 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 576 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 268916 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 78574 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 23050 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 18 contains 6633 members 
Mstep: Class 19 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23027846.000000 Penalty: 8818.230469
Iteration 7Q: 16 clusters Score -2.302785e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 178 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 1141 members 
Mstep: Class 6 contains 267003 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 6275 members 
Mstep: Class 12 contains 80243 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 24257 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23034416.000000 Penalty: 8818.230469
Iteration 8Q: 16 clusters Score -2.303442e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 1068 members 
Mstep: Class 6 contains 265869 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 10 contains 3199 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 80512 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 25395 members 
Mstep: Class 16 contains 2902 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23037652.000000 Penalty: 8818.230469
Iteration 9Q: 16 clusters Score -2.303765e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1083 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 6 contains 265274 members 
Mstep: Class 7 contains 4280 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 79937 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 26401 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23039102.000000 Penalty: 8818.230469
Iteration 10Q: 16 clusters Score -2.30391e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 264981 members 
Mstep: Class 7 contains 4157 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 78960 members 
Mstep: Class 14 contains 1187 members 
Mstep: Class 15 contains 27266 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 18 contains 4880 members 
Mstep: Class 19 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23039958.000000 Penalty: 8818.230469
Iteration 11Q: 16 clusters Score -2.303996e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 941 members 
Mstep: Class 6 contains 264951 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 3914 members 
Mstep: Class 11 contains 6448 members 
Mstep: Class 12 contains 77812 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 28031 members 
Mstep: Class 16 contains 4025 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23040418.000000 Penalty: 8818.230469
Iteration 12Q: 16 clusters Score -2.304042e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 6 contains 264991 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 76696 members 
Mstep: Class 14 contains 1179 members 
Mstep: Class 15 contains 28683 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23040718.000000 Penalty: 8818.230469
Iteration 13Q: 16 clusters Score -2.304072e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 896 members 
Mstep: Class 6 contains 265069 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 75620 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 29285 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041170.000000 Penalty: 8818.230469
Iteration 14Q: 16 clusters Score -2.304117e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 873 members 
Mstep: Class 6 contains 265143 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 6670 members 
Mstep: Class 12 contains 74617 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 29829 members 
Mstep: Class 16 contains 4945 members 
Mstep: Class 18 contains 4970 members 
Mstep: Class 19 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041336.000000 Penalty: 8818.230469
Iteration 15Q: 16 clusters Score -2.304134e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 868 members 
Mstep: Class 6 contains 265310 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 4719 members 
Mstep: Class 9 contains 994 members 
Mstep: Class 10 contains 4086 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 73603 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 30343 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041520.000000 Penalty: 8818.230469
Iteration 16Q: 16 clusters Score -2.304152e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 265415 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 72697 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 30861 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041640.000000 Penalty: 8818.230469
Iteration 17Q: 16 clusters Score -2.304164e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 903 members 
Mstep: Class 6 contains 265590 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 71757 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 31360 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041524.000000 Penalty: 8818.230469
Iteration 18Q: 16 clusters Score -2.304152e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 933 members 
Mstep: Class 6 contains 265779 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 70836 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 31879 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041712.000000 Penalty: 8818.230469
Iteration 19Q: 16 clusters Score -2.304171e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 265940 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 69938 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 32430 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 18 contains 5420 members 
Mstep: Class 19 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042142.000000 Penalty: 8818.230469
Iteration 20F: 16 clusters Score -2.304214e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3171 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 266011 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 69112 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 32947 members 
Mstep: Class 16 contains 6095 members 
Mstep: Class 18 contains 5504 members 
Mstep: Class 19 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042814.000000 Penalty: 8818.230469
Iteration 21Q: 16 clusters Score -2.304281e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3171 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 266171 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 68278 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 33432 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042958.000000 Penalty: 8818.230469
Iteration 22Q: 16 clusters Score -2.304296e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 3171 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 266290 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 67491 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 33898 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 18 contains 5745 members 
Mstep: Class 19 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043122.000000 Penalty: 8818.230469
Iteration 23Q: 16 clusters Score -2.304312e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 266451 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 994 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 66723 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 34340 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043204.000000 Penalty: 8818.230469
Iteration 24Q: 16 clusters Score -2.30432e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 266621 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 65977 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 34774 members 
Mstep: Class 16 contains 6398 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043186.000000 Penalty: 8818.230469
Iteration 25Q: 16 clusters Score -2.304319e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 266767 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 3562 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 65233 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 35181 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043078.000000 Penalty: 8818.230469
Iteration 26Q: 16 clusters Score -2.304308e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 266986 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 35567 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042972.000000 Penalty: 8818.230469
Iteration 27Q: 16 clusters Score -2.304297e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 267218 members 
Mstep: Class 7 contains 3245 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 3700 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 63708 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 35926 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042720.000000 Penalty: 8818.230469
Iteration 28Q: 16 clusters Score -2.304272e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 267402 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 3676 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 63028 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 36284 members 
Mstep: Class 16 contains 6715 members 
Mstep: Class 18 contains 6547 members 
Mstep: Class 19 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042660.000000 Penalty: 8818.230469
Iteration 29Q: 16 clusters Score -2.304266e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 267550 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 62411 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 36657 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042472.000000 Penalty: 8818.230469
Iteration 30Q: 16 clusters Score -2.304247e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2202 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 267590 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 61903 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 37038 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 18 contains 6706 members 
Mstep: Class 19 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042434.000000 Penalty: 8818.230469
Iteration 31Q: 16 clusters Score -2.304243e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 267596 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 985 members 
Mstep: Class 10 contains 3573 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 61425 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 37375 members 
Mstep: Class 16 contains 6913 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042466.000000 Penalty: 8818.230469
Iteration 32Q: 16 clusters Score -2.304247e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 267576 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 60996 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 18 contains 6867 members 
Mstep: Class 19 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042268.000000 Penalty: 8818.230469
Iteration 33Q: 16 clusters Score -2.304227e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 267560 members 
Mstep: Class 7 contains 3112 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 980 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 60577 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 38072 members 
Mstep: Class 16 contains 7067 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042140.000000 Penalty: 8818.230469
Iteration 34Q: 16 clusters Score -2.304214e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2251 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 267484 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 60200 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 38460 members 
Mstep: Class 16 contains 7123 members 
Mstep: Class 18 contains 7017 members 
Mstep: Class 19 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041988.000000 Penalty: 8818.230469
Iteration 35Q: 16 clusters Score -2.304199e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2255 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 267432 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 59839 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 38833 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042040.000000 Penalty: 8818.230469
Iteration 36Q: 16 clusters Score -2.304204e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 1783 members 
Mstep: Class 6 contains 267337 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 59507 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 39239 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042014.000000 Penalty: 8818.230469
Iteration 37Q: 16 clusters Score -2.304201e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 267246 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3426 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 59175 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 39672 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23041922.000000 Penalty: 8818.230469
Iteration 38Q: 16 clusters Score -2.304192e+07 nChanged 1196
Entering ConstructFrom: 
Score: -23041922.000000 Penalty: 8818.230469
Entering ConstructFrom: 
Trying to split cluster 3 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -7768.470703 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -7768.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7588.772949 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -7588.773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7799.910645 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -7799.911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7817.123047 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -7817.123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 3 contains 32 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 267139 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 2879 members 
Entering Unmasked Estep 
Score: -23041546.000000 Penalty: 9406.112305
Splitting cluster 3 changes total score from -23041922.000000 to -23041546.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -124177.609375 Penalty: 351.442230
	Iteration 0F: 2 clusters Score -124177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -122562.750000 Penalty: 702.884460
	Iteration 0F: 3 clusters Score -122562.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -123206.515625 Penalty: 702.884460
	Iteration 1F: 3 clusters Score -123206.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -123494.460938 Penalty: 702.884460
	Iteration 2F: 3 clusters Score -123494.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -123825.523438 Penalty: 702.884460
	Iteration 3F: 3 clusters Score -123825.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124193.234375 Penalty: 702.884460
	Iteration 4F: 3 clusters Score -124193.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -124561.867188 Penalty: 702.884460
	Iteration 5F: 3 clusters Score -124561.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -124983.007812 Penalty: 702.884460
	Iteration 6F: 3 clusters Score -124983 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -125328.570312 Penalty: 702.884460
	Iteration 7Q: 3 clusters Score -125328.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125420.234375 Penalty: 702.884460
	Iteration 8Q: 3 clusters Score -125420.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125430.695312 Penalty: 702.884460
	Iteration 9Q: 3 clusters Score -125430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125433.742188 Penalty: 702.884460
	Iteration 10Q: 3 clusters Score -125433.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -125436.859375 Penalty: 702.884460
	Iteration 11Q: 3 clusters Score -125436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -125439.179688 Penalty: 702.884460
	Iteration 12Q: 3 clusters Score -125439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125439.304688 Penalty: 702.884460
	Iteration 13Q: 3 clusters Score -125439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125439.304688 Penalty: 702.884460
	Iteration 14F: 3 clusters Score -125439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 267139 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 2879 members 
Entering Unmasked Estep 
Score: -23042890.000000 Penalty: 9406.112305
Splitting cluster 4 changes total score from -23041922.000000 to -23042890.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -110192.695312 Penalty: 341.649811
	Iteration 0F: 2 clusters Score -110192.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -108847.070312 Penalty: 683.299622
	Iteration 0F: 3 clusters Score -108847.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -109273.343750 Penalty: 683.299622
	Iteration 1F: 3 clusters Score -109273.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -109342.898438 Penalty: 683.299622
	Iteration 2F: 3 clusters Score -109342.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -109392.203125 Penalty: 683.299622
	Iteration 3Q: 3 clusters Score -109392.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -109434.117188 Penalty: 683.299622
	Iteration 4Q: 3 clusters Score -109434.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -109472.570312 Penalty: 683.299622
	Iteration 5Q: 3 clusters Score -109472.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109507.015625 Penalty: 683.299622
	Iteration 6Q: 3 clusters Score -109507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -109531.687500 Penalty: 683.299622
	Iteration 7Q: 3 clusters Score -109531.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -109547.585938 Penalty: 683.299622
	Iteration 8Q: 3 clusters Score -109547.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109561.898438 Penalty: 683.299622
	Iteration 9Q: 3 clusters Score -109561.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109577.468750 Penalty: 683.299622
	Iteration 10Q: 3 clusters Score -109577.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -109587.921875 Penalty: 683.299622
	Iteration 11Q: 3 clusters Score -109587.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109599.015625 Penalty: 683.299622
	Iteration 12Q: 3 clusters Score -109599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109614.351562 Penalty: 683.299622
	Iteration 13Q: 3 clusters Score -109614.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -109629.390625 Penalty: 683.299622
	Iteration 14Q: 3 clusters Score -109629.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -109642.023438 Penalty: 683.299622
	Iteration 15Q: 3 clusters Score -109642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109653.960938 Penalty: 683.299622
	Iteration 16Q: 3 clusters Score -109654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109665.632812 Penalty: 683.299622
	Iteration 17Q: 3 clusters Score -109665.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109679.570312 Penalty: 683.299622
	Iteration 18Q: 3 clusters Score -109679.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109697.804688 Penalty: 683.299622
	Iteration 19Q: 3 clusters Score -109697.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -109707.773438 Penalty: 683.299622
	Iteration 20F: 3 clusters Score -109707.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109717.109375 Penalty: 683.299622
	Iteration 21Q: 3 clusters Score -109717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109724.101562 Penalty: 683.299622
	Iteration 22Q: 3 clusters Score -109724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109729.507812 Penalty: 683.299622
	Iteration 23Q: 3 clusters Score -109729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109733.859375 Penalty: 683.299622
	Iteration 24Q: 3 clusters Score -109733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109735.734375 Penalty: 683.299622
	Iteration 25Q: 3 clusters Score -109735.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109739.171875 Penalty: 683.299622
	Iteration 26Q: 3 clusters Score -109739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109741.640625 Penalty: 683.299622
	Iteration 27Q: 3 clusters Score -109741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109743.695312 Penalty: 683.299622
	Iteration 28Q: 3 clusters Score -109743.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109747.000000 Penalty: 683.299622
	Iteration 29Q: 3 clusters Score -109747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109755.109375 Penalty: 683.299622
	Iteration 30Q: 3 clusters Score -109755.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109766.171875 Penalty: 683.299622
	Iteration 31Q: 3 clusters Score -109766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109772.648438 Penalty: 683.299622
	Iteration 32Q: 3 clusters Score -109772.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109780.218750 Penalty: 683.299622
	Iteration 33Q: 3 clusters Score -109780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109789.554688 Penalty: 683.299622
	Iteration 34Q: 3 clusters Score -109789.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109801.515625 Penalty: 683.299622
	Iteration 35Q: 3 clusters Score -109801.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -109814.765625 Penalty: 683.299622
	Iteration 36Q: 3 clusters Score -109814.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109822.265625 Penalty: 683.299622
	Iteration 37Q: 3 clusters Score -109822.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109825.968750 Penalty: 683.299622
	Iteration 38Q: 3 clusters Score -109826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109829.148438 Penalty: 683.299622
	Iteration 39Q: 3 clusters Score -109829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109830.632812 Penalty: 683.299622
	Iteration 40F: 3 clusters Score -109830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109831.914062 Penalty: 683.299622
	Iteration 41Q: 3 clusters Score -109831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109833.093750 Penalty: 683.299622
	Iteration 42Q: 3 clusters Score -109833.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -109834.507812 Penalty: 683.299622
	Iteration 43Q: 3 clusters Score -109834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109835.890625 Penalty: 683.299622
	Iteration 44Q: 3 clusters Score -109835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -109836.765625 Penalty: 683.299622
	Iteration 45Q: 3 clusters Score -109836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109837.367188 Penalty: 683.299622
	Iteration 46Q: 3 clusters Score -109837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109837.890625 Penalty: 683.299622
	Iteration 47Q: 3 clusters Score -109837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109838.476562 Penalty: 683.299622
	Iteration 48Q: 3 clusters Score -109838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109838.562500 Penalty: 683.299622
	Iteration 49Q: 3 clusters Score -109838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109838.609375 Penalty: 683.299622
	Iteration 50Q: 3 clusters Score -109838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109838.609375 Penalty: 683.299622
	Iteration 51F: 3 clusters Score -109838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (267139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267139 members 
Entering Unmasked Estep 
Score: -15525577.000000 Penalty: 568.546387
	Iteration 0F: 2 clusters Score -1.552558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134028 members 
Mstep: Class 2 contains 133111 members 
Entering Unmasked Estep 
Score: -15369996.000000 Penalty: 1137.092773
	Iteration 0F: 3 clusters Score -1.537e+07 nChanged 132171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -15456790.000000 Penalty: 1137.092773
	Iteration 1F: 3 clusters Score -1.545679e+07 nChanged 17016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -15464754.000000 Penalty: 1137.092773
	Iteration 2F: 3 clusters Score -1.546475e+07 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176928 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -15475674.000000 Penalty: 1137.092773
	Iteration 3F: 3 clusters Score -1.547567e+07 nChanged 18575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185517 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -15488768.000000 Penalty: 1137.092773
	Iteration 4F: 3 clusters Score -1.548877e+07 nChanged 16253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189488 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -15499432.000000 Penalty: 1137.092773
	Iteration 5F: 3 clusters Score -1.549943e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189953 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -15504152.000000 Penalty: 1137.092773
	Iteration 6Q: 3 clusters Score -1.550415e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189353 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -15505304.000000 Penalty: 1137.092773
	Iteration 7Q: 3 clusters Score -1.55053e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188445 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -15505380.000000 Penalty: 1137.092773
	Iteration 8Q: 3 clusters Score -1.550538e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187216 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -15505540.000000 Penalty: 1137.092773
	Iteration 9Q: 3 clusters Score -1.550554e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185879 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -15505605.000000 Penalty: 1137.092773
	Iteration 10Q: 3 clusters Score -1.55056e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184466 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -15505693.000000 Penalty: 1137.092773
	Iteration 11Q: 3 clusters Score -1.550569e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -15505758.000000 Penalty: 1137.092773
	Iteration 12Q: 3 clusters Score -1.550576e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181219 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -15505602.000000 Penalty: 1137.092773
	Iteration 13Q: 3 clusters Score -1.55056e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179232 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -15505832.000000 Penalty: 1137.092773
	Iteration 14Q: 3 clusters Score -1.550583e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177163 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -15506001.000000 Penalty: 1137.092773
	Iteration 15Q: 3 clusters Score -1.5506e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -15506085.000000 Penalty: 1137.092773
	Iteration 16Q: 3 clusters Score -1.550608e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -15506195.000000 Penalty: 1137.092773
	Iteration 17Q: 3 clusters Score -1.55062e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170116 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -15506468.000000 Penalty: 1137.092773
	Iteration 18Q: 3 clusters Score -1.550647e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167639 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -15506737.000000 Penalty: 1137.092773
	Iteration 19Q: 3 clusters Score -1.550674e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -15507191.000000 Penalty: 1137.092773
	Iteration 20F: 3 clusters Score -1.550719e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162735 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -15507521.000000 Penalty: 1137.092773
	Iteration 21Q: 3 clusters Score -1.550752e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -15507737.000000 Penalty: 1137.092773
	Iteration 22Q: 3 clusters Score -1.550774e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -15508093.000000 Penalty: 1137.092773
	Iteration 23Q: 3 clusters Score -1.550809e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -15508365.000000 Penalty: 1137.092773
	Iteration 24Q: 3 clusters Score -1.550836e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 113037 members 
Entering Unmasked Estep 
Score: -15508646.000000 Penalty: 1137.092773
	Iteration 25Q: 3 clusters Score -1.550865e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -15508873.000000 Penalty: 1137.092773
	Iteration 26Q: 3 clusters Score -1.550887e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -15509080.000000 Penalty: 1137.092773
	Iteration 27Q: 3 clusters Score -1.550908e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149088 members 
Mstep: Class 2 contains 118051 members 
Entering Unmasked Estep 
Score: -15509324.000000 Penalty: 1137.092773
	Iteration 28Q: 3 clusters Score -1.550932e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147583 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -15509492.000000 Penalty: 1137.092773
	Iteration 29Q: 3 clusters Score -1.550949e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146149 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -15509713.000000 Penalty: 1137.092773
	Iteration 30Q: 3 clusters Score -1.550971e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144971 members 
Mstep: Class 2 contains 122168 members 
Entering Unmasked Estep 
Score: -15509883.000000 Penalty: 1137.092773
	Iteration 31Q: 3 clusters Score -1.550988e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143776 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -15510054.000000 Penalty: 1137.092773
	Iteration 32Q: 3 clusters Score -1.551005e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142598 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -15510130.000000 Penalty: 1137.092773
	Iteration 33Q: 3 clusters Score -1.551013e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 125794 members 
Entering Unmasked Estep 
Score: -15510177.000000 Penalty: 1137.092773
	Iteration 34Q: 3 clusters Score -1.551018e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140109 members 
Mstep: Class 2 contains 127030 members 
Entering Unmasked Estep 
Score: -15510212.000000 Penalty: 1137.092773
	Iteration 35Q: 3 clusters Score -1.551021e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139033 members 
Mstep: Class 2 contains 128106 members 
Entering Unmasked Estep 
Score: -15510395.000000 Penalty: 1137.092773
	Iteration 36Q: 3 clusters Score -1.55104e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -15510364.000000 Penalty: 1137.092773
	Iteration 37Q: 3 clusters Score -1.551036e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -15510406.000000 Penalty: 1137.092773
	Iteration 38Q: 3 clusters Score -1.551041e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137327 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -15510432.000000 Penalty: 1137.092773
	Iteration 39Q: 3 clusters Score -1.551043e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137261 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -15510545.000000 Penalty: 1137.092773
	Iteration 40F: 3 clusters Score -1.551054e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137292 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -15510676.000000 Penalty: 1137.092773
	Iteration 41Q: 3 clusters Score -1.551068e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137404 members 
Mstep: Class 2 contains 129735 members 
Entering Unmasked Estep 
Score: -15510801.000000 Penalty: 1137.092773
	Iteration 42Q: 3 clusters Score -1.55108e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137748 members 
Mstep: Class 2 contains 129391 members 
Entering Unmasked Estep 
Score: -15510869.000000 Penalty: 1137.092773
	Iteration 43Q: 3 clusters Score -1.551087e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138215 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -15511051.000000 Penalty: 1137.092773
	Iteration 44Q: 3 clusters Score -1.551105e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138738 members 
Mstep: Class 2 contains 128401 members 
Entering Unmasked Estep 
Score: -15511204.000000 Penalty: 1137.092773
	Iteration 45Q: 3 clusters Score -1.55112e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139271 members 
Mstep: Class 2 contains 127868 members 
Entering Unmasked Estep 
Score: -15511510.000000 Penalty: 1137.092773
	Iteration 46Q: 3 clusters Score -1.551151e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139858 members 
Mstep: Class 2 contains 127281 members 
Entering Unmasked Estep 
Score: -15511714.000000 Penalty: 1137.092773
	Iteration 47Q: 3 clusters Score -1.551171e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140479 members 
Mstep: Class 2 contains 126660 members 
Entering Unmasked Estep 
Score: -15511979.000000 Penalty: 1137.092773
	Iteration 48Q: 3 clusters Score -1.551198e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141169 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -15512235.000000 Penalty: 1137.092773
	Iteration 49Q: 3 clusters Score -1.551224e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141863 members 
Mstep: Class 2 contains 125276 members 
Entering Unmasked Estep 
Score: -15512472.000000 Penalty: 1137.092773
	Iteration 50Q: 3 clusters Score -1.551247e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -15512959.000000 Penalty: 1137.092773
	Iteration 51Q: 3 clusters Score -1.551296e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143421 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -15513231.000000 Penalty: 1137.092773
	Iteration 52Q: 3 clusters Score -1.551323e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144152 members 
Mstep: Class 2 contains 122987 members 
Entering Unmasked Estep 
Score: -15513617.000000 Penalty: 1137.092773
	Iteration 53Q: 3 clusters Score -1.551362e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 122134 members 
Entering Unmasked Estep 
Score: -15513948.000000 Penalty: 1137.092773
	Iteration 54Q: 3 clusters Score -1.551395e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 121257 members 
Entering Unmasked Estep 
Score: -15514353.000000 Penalty: 1137.092773
	Iteration 55Q: 3 clusters Score -1.551435e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146829 members 
Mstep: Class 2 contains 120310 members 
Entering Unmasked Estep 
Score: -15514623.000000 Penalty: 1137.092773
	Iteration 56Q: 3 clusters Score -1.551462e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147814 members 
Mstep: Class 2 contains 119325 members 
Entering Unmasked Estep 
Score: -15515010.000000 Penalty: 1137.092773
	Iteration 57Q: 3 clusters Score -1.551501e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148874 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -15515332.000000 Penalty: 1137.092773
	Iteration 58Q: 3 clusters Score -1.551533e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
Score: -15515762.000000 Penalty: 1137.092773
	Iteration 59Q: 3 clusters Score -1.551576e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150924 members 
Mstep: Class 2 contains 116215 members 
Entering Unmasked Estep 
Score: -15516090.000000 Penalty: 1137.092773
	Iteration 60F: 3 clusters Score -1.551609e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151868 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -15516425.000000 Penalty: 1137.092773
	Iteration 61Q: 3 clusters Score -1.551642e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -15516739.000000 Penalty: 1137.092773
	Iteration 62Q: 3 clusters Score -1.551674e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -15516967.000000 Penalty: 1137.092773
	Iteration 63Q: 3 clusters Score -1.551697e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -15517277.000000 Penalty: 1137.092773
	Iteration 64Q: 3 clusters Score -1.551728e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155788 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -15517507.000000 Penalty: 1137.092773
	Iteration 65Q: 3 clusters Score -1.551751e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -15517656.000000 Penalty: 1137.092773
	Iteration 66Q: 3 clusters Score -1.551766e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -15517919.000000 Penalty: 1137.092773
	Iteration 67Q: 3 clusters Score -1.551792e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158328 members 
Mstep: Class 2 contains 108811 members 
Entering Unmasked Estep 
Score: -15517999.000000 Penalty: 1137.092773
	Iteration 68Q: 3 clusters Score -1.5518e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -15518119.000000 Penalty: 1137.092773
	Iteration 69Q: 3 clusters Score -1.551812e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159934 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -15518305.000000 Penalty: 1137.092773
	Iteration 70Q: 3 clusters Score -1.55183e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -15518495.000000 Penalty: 1137.092773
	Iteration 71Q: 3 clusters Score -1.55185e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -15518486.000000 Penalty: 1137.092773
	Iteration 72Q: 3 clusters Score -1.551849e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162229 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -15518468.000000 Penalty: 1137.092773
	Iteration 73Q: 3 clusters Score -1.551847e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 104216 members 
Entering Unmasked Estep 
Score: -15518589.000000 Penalty: 1137.092773
	Iteration 74Q: 3 clusters Score -1.551859e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -15518571.000000 Penalty: 1137.092773
	Iteration 75Q: 3 clusters Score -1.551857e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -15518653.000000 Penalty: 1137.092773
	Iteration 76Q: 3 clusters Score -1.551865e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -15518606.000000 Penalty: 1137.092773
	Iteration 77Q: 3 clusters Score -1.551861e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -15518565.000000 Penalty: 1137.092773
	Iteration 78Q: 3 clusters Score -1.551856e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -15518542.000000 Penalty: 1137.092773
	Iteration 79Q: 3 clusters Score -1.551854e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165673 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -15518548.000000 Penalty: 1137.092773
	Iteration 80F: 3 clusters Score -1.551855e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -15518518.000000 Penalty: 1137.092773
	Iteration 81Q: 3 clusters Score -1.551852e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -15518458.000000 Penalty: 1137.092773
	Iteration 82Q: 3 clusters Score -1.551846e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -15518424.000000 Penalty: 1137.092773
	Iteration 83Q: 3 clusters Score -1.551842e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -15518353.000000 Penalty: 1137.092773
	Iteration 84Q: 3 clusters Score -1.551835e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -15518313.000000 Penalty: 1137.092773
	Iteration 85Q: 3 clusters Score -1.551831e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -15518274.000000 Penalty: 1137.092773
	Iteration 86Q: 3 clusters Score -1.551827e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 100488 members 
Entering Unmasked Estep 
Score: -15518205.000000 Penalty: 1137.092773
	Iteration 87Q: 3 clusters Score -1.55182e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -15518168.000000 Penalty: 1137.092773
	Iteration 88Q: 3 clusters Score -1.551817e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -15518130.000000 Penalty: 1137.092773
	Iteration 89Q: 3 clusters Score -1.551813e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166686 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -15518002.000000 Penalty: 1137.092773
	Iteration 90Q: 3 clusters Score -1.5518e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166602 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -15517953.000000 Penalty: 1137.092773
	Iteration 91Q: 3 clusters Score -1.551795e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166453 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -15517898.000000 Penalty: 1137.092773
	Iteration 92Q: 3 clusters Score -1.55179e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166261 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -15517804.000000 Penalty: 1137.092773
	Iteration 93Q: 3 clusters Score -1.55178e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166118 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -15517758.000000 Penalty: 1137.092773
	Iteration 94Q: 3 clusters Score -1.551776e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165945 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -15517735.000000 Penalty: 1137.092773
	Iteration 95Q: 3 clusters Score -1.551774e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -15517740.000000 Penalty: 1137.092773
	Iteration 96Q: 3 clusters Score -1.551774e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165469 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -15517673.000000 Penalty: 1137.092773
	Iteration 97Q: 3 clusters Score -1.551767e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165218 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -15517672.000000 Penalty: 1137.092773
	Iteration 98Q: 3 clusters Score -1.551767e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -15517679.000000 Penalty: 1137.092773
	Iteration 99Q: 3 clusters Score -1.551768e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -15517690.000000 Penalty: 1137.092773
	Iteration 100F: 3 clusters Score -1.551769e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164426 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -15517698.000000 Penalty: 1137.092773
	Iteration 101Q: 3 clusters Score -1.55177e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -15517640.000000 Penalty: 1137.092773
	Iteration 102Q: 3 clusters Score -1.551764e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 103359 members 
Entering Unmasked Estep 
Score: -15517665.000000 Penalty: 1137.092773
	Iteration 103Q: 3 clusters Score -1.551766e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -15517675.000000 Penalty: 1137.092773
	Iteration 104Q: 3 clusters Score -1.551768e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163122 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -15517722.000000 Penalty: 1137.092773
	Iteration 105Q: 3 clusters Score -1.551772e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162800 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -15517758.000000 Penalty: 1137.092773
	Iteration 106Q: 3 clusters Score -1.551776e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -15517768.000000 Penalty: 1137.092773
	Iteration 107Q: 3 clusters Score -1.551777e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -15517777.000000 Penalty: 1137.092773
	Iteration 108Q: 3 clusters Score -1.551778e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -15517780.000000 Penalty: 1137.092773
	Iteration 109Q: 3 clusters Score -1.551778e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -15517810.000000 Penalty: 1137.092773
	Iteration 110Q: 3 clusters Score -1.551781e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161098 members 
Mstep: Class 2 contains 106041 members 
Entering Unmasked Estep 
Score: -15517842.000000 Penalty: 1137.092773
	Iteration 111Q: 3 clusters Score -1.551784e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -15517858.000000 Penalty: 1137.092773
	Iteration 112Q: 3 clusters Score -1.551786e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160351 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -15517885.000000 Penalty: 1137.092773
	Iteration 113Q: 3 clusters Score -1.551788e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -15517962.000000 Penalty: 1137.092773
	Iteration 114Q: 3 clusters Score -1.551796e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159583 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -15517990.000000 Penalty: 1137.092773
	Iteration 115Q: 3 clusters Score -1.551799e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159203 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -15518024.000000 Penalty: 1137.092773
	Iteration 116Q: 3 clusters Score -1.551802e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -15518052.000000 Penalty: 1137.092773
	Iteration 117Q: 3 clusters Score -1.551805e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -15518042.000000 Penalty: 1137.092773
	Iteration 118Q: 3 clusters Score -1.551804e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 109114 members 
Entering Unmasked Estep 
Score: -15518099.000000 Penalty: 1137.092773
	Iteration 119Q: 3 clusters Score -1.55181e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157607 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -15518154.000000 Penalty: 1137.092773
	Iteration 120F: 3 clusters Score -1.551815e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 109975 members 
Entering Unmasked Estep 
Score: -15518167.000000 Penalty: 1137.092773
	Iteration 121Q: 3 clusters Score -1.551817e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156686 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -15518158.000000 Penalty: 1137.092773
	Iteration 122Q: 3 clusters Score -1.551816e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156219 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -15518239.000000 Penalty: 1137.092773
	Iteration 123Q: 3 clusters Score -1.551824e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155737 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -15518323.000000 Penalty: 1137.092773
	Iteration 124Q: 3 clusters Score -1.551832e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -15518412.000000 Penalty: 1137.092773
	Iteration 125Q: 3 clusters Score -1.551841e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -15518522.000000 Penalty: 1137.092773
	Iteration 126Q: 3 clusters Score -1.551852e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 112668 members 
Entering Unmasked Estep 
Score: -15518606.000000 Penalty: 1137.092773
	Iteration 127Q: 3 clusters Score -1.551861e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -15518622.000000 Penalty: 1137.092773
	Iteration 128Q: 3 clusters Score -1.551862e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153691 members 
Mstep: Class 2 contains 113448 members 
Entering Unmasked Estep 
Score: -15518627.000000 Penalty: 1137.092773
	Iteration 129Q: 3 clusters Score -1.551863e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -15518660.000000 Penalty: 1137.092773
	Iteration 130Q: 3 clusters Score -1.551866e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 114111 members 
Entering Unmasked Estep 
Score: -15518726.000000 Penalty: 1137.092773
	Iteration 131Q: 3 clusters Score -1.551873e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -15518733.000000 Penalty: 1137.092773
	Iteration 132Q: 3 clusters Score -1.551873e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -15518795.000000 Penalty: 1137.092773
	Iteration 133Q: 3 clusters Score -1.55188e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -15518868.000000 Penalty: 1137.092773
	Iteration 134Q: 3 clusters Score -1.551887e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -15518955.000000 Penalty: 1137.092773
	Iteration 135Q: 3 clusters Score -1.551896e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151424 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -15518999.000000 Penalty: 1137.092773
	Iteration 136Q: 3 clusters Score -1.5519e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -15519024.000000 Penalty: 1137.092773
	Iteration 137Q: 3 clusters Score -1.551902e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -15519029.000000 Penalty: 1137.092773
	Iteration 138Q: 3 clusters Score -1.551903e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150653 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -15519065.000000 Penalty: 1137.092773
	Iteration 139Q: 3 clusters Score -1.551906e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -15519060.000000 Penalty: 1137.092773
	Iteration 140F: 3 clusters Score -1.551906e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -15519109.000000 Penalty: 1137.092773
	Iteration 141Q: 3 clusters Score -1.551911e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 117238 members 
Entering Unmasked Estep 
Score: -15519118.000000 Penalty: 1137.092773
	Iteration 142Q: 3 clusters Score -1.551912e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -15519151.000000 Penalty: 1137.092773
	Iteration 143Q: 3 clusters Score -1.551915e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -15519163.000000 Penalty: 1137.092773
	Iteration 144Q: 3 clusters Score -1.551916e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 117871 members 
Entering Unmasked Estep 
Score: -15519212.000000 Penalty: 1137.092773
	Iteration 145Q: 3 clusters Score -1.551921e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149084 members 
Mstep: Class 2 contains 118055 members 
Entering Unmasked Estep 
Score: -15519231.000000 Penalty: 1137.092773
	Iteration 146Q: 3 clusters Score -1.551923e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -15519272.000000 Penalty: 1137.092773
	Iteration 147Q: 3 clusters Score -1.551927e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -15519328.000000 Penalty: 1137.092773
	Iteration 148Q: 3 clusters Score -1.551933e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -15519391.000000 Penalty: 1137.092773
	Iteration 149Q: 3 clusters Score -1.551939e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148282 members 
Mstep: Class 2 contains 118857 members 
Entering Unmasked Estep 
Score: -15519376.000000 Penalty: 1137.092773
	Iteration 150Q: 3 clusters Score -1.551938e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -15519362.000000 Penalty: 1137.092773
	Iteration 151Q: 3 clusters Score -1.551936e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -15519385.000000 Penalty: 1137.092773
	Iteration 152Q: 3 clusters Score -1.551938e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 119368 members 
Entering Unmasked Estep 
Score: -15519389.000000 Penalty: 1137.092773
	Iteration 153Q: 3 clusters Score -1.551939e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147618 members 
Mstep: Class 2 contains 119521 members 
Entering Unmasked Estep 
Score: -15519436.000000 Penalty: 1137.092773
	Iteration 154Q: 3 clusters Score -1.551944e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147464 members 
Mstep: Class 2 contains 119675 members 
Entering Unmasked Estep 
Score: -15519471.000000 Penalty: 1137.092773
	Iteration 155Q: 3 clusters Score -1.551947e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147320 members 
Mstep: Class 2 contains 119819 members 
Entering Unmasked Estep 
Score: -15519461.000000 Penalty: 1137.092773
	Iteration 156Q: 3 clusters Score -1.551946e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147166 members 
Mstep: Class 2 contains 119973 members 
Entering Unmasked Estep 
Score: -15519473.000000 Penalty: 1137.092773
	Iteration 157Q: 3 clusters Score -1.551947e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -15519496.000000 Penalty: 1137.092773
	Iteration 158Q: 3 clusters Score -1.55195e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -15519490.000000 Penalty: 1137.092773
	Iteration 159Q: 3 clusters Score -1.551949e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146722 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -15519513.000000 Penalty: 1137.092773
	Iteration 160F: 3 clusters Score -1.551951e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 120569 members 
Entering Unmasked Estep 
Score: -15519528.000000 Penalty: 1137.092773
	Iteration 161Q: 3 clusters Score -1.551953e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146430 members 
Mstep: Class 2 contains 120709 members 
Entering Unmasked Estep 
Score: -15519558.000000 Penalty: 1137.092773
	Iteration 162Q: 3 clusters Score -1.551956e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -15519532.000000 Penalty: 1137.092773
	Iteration 163Q: 3 clusters Score -1.551953e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146110 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -15519612.000000 Penalty: 1137.092773
	Iteration 164Q: 3 clusters Score -1.551961e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 121192 members 
Entering Unmasked Estep 
Score: -15519622.000000 Penalty: 1137.092773
	Iteration 165Q: 3 clusters Score -1.551962e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 121377 members 
Entering Unmasked Estep 
Score: -15519606.000000 Penalty: 1137.092773
	Iteration 166Q: 3 clusters Score -1.551961e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145564 members 
Mstep: Class 2 contains 121575 members 
Entering Unmasked Estep 
Score: -15519630.000000 Penalty: 1137.092773
	Iteration 167Q: 3 clusters Score -1.551963e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -15519686.000000 Penalty: 1137.092773
	Iteration 168Q: 3 clusters Score -1.551969e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145180 members 
Mstep: Class 2 contains 121959 members 
Entering Unmasked Estep 
Score: -15519709.000000 Penalty: 1137.092773
	Iteration 169Q: 3 clusters Score -1.551971e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -15519737.000000 Penalty: 1137.092773
	Iteration 170Q: 3 clusters Score -1.551974e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144855 members 
Mstep: Class 2 contains 122284 members 
Entering Unmasked Estep 
Score: -15519739.000000 Penalty: 1137.092773
	Iteration 171Q: 3 clusters Score -1.551974e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -15519773.000000 Penalty: 1137.092773
	Iteration 172Q: 3 clusters Score -1.551977e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144602 members 
Mstep: Class 2 contains 122537 members 
Entering Unmasked Estep 
Score: -15519796.000000 Penalty: 1137.092773
	Iteration 173Q: 3 clusters Score -1.55198e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144487 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -15519814.000000 Penalty: 1137.092773
	Iteration 174Q: 3 clusters Score -1.551981e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144378 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -15519829.000000 Penalty: 1137.092773
	Iteration 175Q: 3 clusters Score -1.551983e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144266 members 
Mstep: Class 2 contains 122873 members 
Entering Unmasked Estep 
Score: -15519821.000000 Penalty: 1137.092773
	Iteration 176Q: 3 clusters Score -1.551982e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -15519817.000000 Penalty: 1137.092773
	Iteration 177Q: 3 clusters Score -1.551982e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -15519836.000000 Penalty: 1137.092773
	Iteration 178Q: 3 clusters Score -1.551984e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143938 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -15519845.000000 Penalty: 1137.092773
	Iteration 179Q: 3 clusters Score -1.551984e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 123297 members 
Entering Unmasked Estep 
Score: -15519838.000000 Penalty: 1137.092773
	Iteration 180F: 3 clusters Score -1.551984e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -15519840.000000 Penalty: 1137.092773
	Iteration 181Q: 3 clusters Score -1.551984e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -15519860.000000 Penalty: 1137.092773
	Iteration 182Q: 3 clusters Score -1.551986e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 123598 members 
Entering Unmasked Estep 
Score: -15519836.000000 Penalty: 1137.092773
	Iteration 183Q: 3 clusters Score -1.551984e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143403 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -15519823.000000 Penalty: 1137.092773
	Iteration 184Q: 3 clusters Score -1.551982e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143254 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -15519875.000000 Penalty: 1137.092773
	Iteration 185Q: 3 clusters Score -1.551988e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143091 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -15519887.000000 Penalty: 1137.092773
	Iteration 186Q: 3 clusters Score -1.551989e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -15519892.000000 Penalty: 1137.092773
	Iteration 187Q: 3 clusters Score -1.551989e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -15519907.000000 Penalty: 1137.092773
	Iteration 188Q: 3 clusters Score -1.551991e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 124549 members 
Entering Unmasked Estep 
Score: -15519936.000000 Penalty: 1137.092773
	Iteration 189Q: 3 clusters Score -1.551994e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -15519956.000000 Penalty: 1137.092773
	Iteration 190Q: 3 clusters Score -1.551996e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142242 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -15519963.000000 Penalty: 1137.092773
	Iteration 191Q: 3 clusters Score -1.551996e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -15519994.000000 Penalty: 1137.092773
	Iteration 192Q: 3 clusters Score -1.551999e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141899 members 
Mstep: Class 2 contains 125240 members 
Entering Unmasked Estep 
Score: -15519983.000000 Penalty: 1137.092773
	Iteration 193Q: 3 clusters Score -1.551998e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141718 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -15519965.000000 Penalty: 1137.092773
	Iteration 194Q: 3 clusters Score -1.551996e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 125634 members 
Entering Unmasked Estep 
Score: -15519978.000000 Penalty: 1137.092773
	Iteration 195Q: 3 clusters Score -1.551998e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141291 members 
Mstep: Class 2 contains 125848 members 
Entering Unmasked Estep 
Score: -15520002.000000 Penalty: 1137.092773
	Iteration 196Q: 3 clusters Score -1.552e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141107 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -15520023.000000 Penalty: 1137.092773
	Iteration 197Q: 3 clusters Score -1.552002e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140917 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -15520008.000000 Penalty: 1137.092773
	Iteration 198Q: 3 clusters Score -1.552001e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140713 members 
Mstep: Class 2 contains 126426 members 
Entering Unmasked Estep 
Score: -15520063.000000 Penalty: 1137.092773
	Iteration 199Q: 3 clusters Score -1.552006e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 126621 members 
Entering Unmasked Estep 
Score: -15520119.000000 Penalty: 1137.092773
	Iteration 200F: 3 clusters Score -1.552012e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140312 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -15520164.000000 Penalty: 1137.092773
	Iteration 201Q: 3 clusters Score -1.552016e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Mstep: Class 2 contains 127016 members 
Entering Unmasked Estep 
Score: -15520134.000000 Penalty: 1137.092773
	Iteration 202Q: 3 clusters Score -1.552013e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139925 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -15520163.000000 Penalty: 1137.092773
	Iteration 203Q: 3 clusters Score -1.552016e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 127396 members 
Entering Unmasked Estep 
Score: -15520133.000000 Penalty: 1137.092773
	Iteration 204Q: 3 clusters Score -1.552013e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139567 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -15520170.000000 Penalty: 1137.092773
	Iteration 205Q: 3 clusters Score -1.552017e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139428 members 
Mstep: Class 2 contains 127711 members 
Entering Unmasked Estep 
Score: -15520161.000000 Penalty: 1137.092773
	Iteration 206Q: 3 clusters Score -1.552016e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139278 members 
Mstep: Class 2 contains 127861 members 
Entering Unmasked Estep 
Score: -15520219.000000 Penalty: 1137.092773
	Iteration 207Q: 3 clusters Score -1.552022e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139130 members 
Mstep: Class 2 contains 128009 members 
Entering Unmasked Estep 
Score: -15520175.000000 Penalty: 1137.092773
	Iteration 208Q: 3 clusters Score -1.552018e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 128174 members 
Entering Unmasked Estep 
Score: -15520151.000000 Penalty: 1137.092773
	Iteration 209Q: 3 clusters Score -1.552015e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138807 members 
Mstep: Class 2 contains 128332 members 
Entering Unmasked Estep 
Score: -15520126.000000 Penalty: 1137.092773
	Iteration 210Q: 3 clusters Score -1.552013e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 128483 members 
Entering Unmasked Estep 
Score: -15520185.000000 Penalty: 1137.092773
	Iteration 211Q: 3 clusters Score -1.552018e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138499 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -15520199.000000 Penalty: 1137.092773
	Iteration 212Q: 3 clusters Score -1.55202e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138349 members 
Mstep: Class 2 contains 128790 members 
Entering Unmasked Estep 
Score: -15520200.000000 Penalty: 1137.092773
	Iteration 213Q: 3 clusters Score -1.55202e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138206 members 
Mstep: Class 2 contains 128933 members 
Entering Unmasked Estep 
Score: -15520199.000000 Penalty: 1137.092773
	Iteration 214Q: 3 clusters Score -1.55202e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138076 members 
Mstep: Class 2 contains 129063 members 
Entering Unmasked Estep 
Score: -15520182.000000 Penalty: 1137.092773
	Iteration 215Q: 3 clusters Score -1.552018e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137918 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -15520200.000000 Penalty: 1137.092773
	Iteration 216Q: 3 clusters Score -1.55202e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137759 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -15520234.000000 Penalty: 1137.092773
	Iteration 217Q: 3 clusters Score -1.552023e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137573 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -15520204.000000 Penalty: 1137.092773
	Iteration 218Q: 3 clusters Score -1.55202e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -15520283.000000 Penalty: 1137.092773
	Iteration 219Q: 3 clusters Score -1.552028e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137185 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -15520334.000000 Penalty: 1137.092773
	Iteration 220F: 3 clusters Score -1.552033e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 130150 members 
Entering Unmasked Estep 
Score: -15520368.000000 Penalty: 1137.092773
	Iteration 221Q: 3 clusters Score -1.552037e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136805 members 
Mstep: Class 2 contains 130334 members 
Entering Unmasked Estep 
Score: -15520335.000000 Penalty: 1137.092773
	Iteration 222Q: 3 clusters Score -1.552034e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136638 members 
Mstep: Class 2 contains 130501 members 
Entering Unmasked Estep 
Score: -15520363.000000 Penalty: 1137.092773
	Iteration 223Q: 3 clusters Score -1.552036e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -15520349.000000 Penalty: 1137.092773
	Iteration 224Q: 3 clusters Score -1.552035e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136279 members 
Mstep: Class 2 contains 130860 members 
Entering Unmasked Estep 
Score: -15520386.000000 Penalty: 1137.092773
	Iteration 225Q: 3 clusters Score -1.552039e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136108 members 
Mstep: Class 2 contains 131031 members 
Entering Unmasked Estep 
Score: -15520398.000000 Penalty: 1137.092773
	Iteration 226Q: 3 clusters Score -1.55204e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135916 members 
Mstep: Class 2 contains 131223 members 
Entering Unmasked Estep 
Score: -15520418.000000 Penalty: 1137.092773
	Iteration 227Q: 3 clusters Score -1.552042e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135693 members 
Mstep: Class 2 contains 131446 members 
Entering Unmasked Estep 
Score: -15520448.000000 Penalty: 1137.092773
	Iteration 228Q: 3 clusters Score -1.552045e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135485 members 
Mstep: Class 2 contains 131654 members 
Entering Unmasked Estep 
Score: -15520525.000000 Penalty: 1137.092773
	Iteration 229Q: 3 clusters Score -1.552052e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135259 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -15520547.000000 Penalty: 1137.092773
	Iteration 230Q: 3 clusters Score -1.552055e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135019 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -15520587.000000 Penalty: 1137.092773
	Iteration 231Q: 3 clusters Score -1.552059e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134779 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -15520578.000000 Penalty: 1137.092773
	Iteration 232Q: 3 clusters Score -1.552058e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134543 members 
Mstep: Class 2 contains 132596 members 
Entering Unmasked Estep 
Score: -15520561.000000 Penalty: 1137.092773
	Iteration 233Q: 3 clusters Score -1.552056e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134298 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -15520579.000000 Penalty: 1137.092773
	Iteration 234Q: 3 clusters Score -1.552058e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134074 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -15520636.000000 Penalty: 1137.092773
	Iteration 235Q: 3 clusters Score -1.552064e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 133255 members 
Entering Unmasked Estep 
Score: -15520633.000000 Penalty: 1137.092773
	Iteration 236Q: 3 clusters Score -1.552063e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133654 members 
Mstep: Class 2 contains 133485 members 
Entering Unmasked Estep 
Score: -15520630.000000 Penalty: 1137.092773
	Iteration 237Q: 3 clusters Score -1.552063e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133401 members 
Mstep: Class 2 contains 133738 members 
Entering Unmasked Estep 
Score: -15520684.000000 Penalty: 1137.092773
	Iteration 238Q: 3 clusters Score -1.552068e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133152 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -15520696.000000 Penalty: 1137.092773
	Iteration 239Q: 3 clusters Score -1.55207e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132902 members 
Mstep: Class 2 contains 134237 members 
Entering Unmasked Estep 
Score: -15520715.000000 Penalty: 1137.092773
	Iteration 240F: 3 clusters Score -1.552072e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 134512 members 
Entering Unmasked Estep 
Score: -15520733.000000 Penalty: 1137.092773
	Iteration 241Q: 3 clusters Score -1.552073e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 134779 members 
Entering Unmasked Estep 
Score: -15520769.000000 Penalty: 1137.092773
	Iteration 242Q: 3 clusters Score -1.552077e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132116 members 
Mstep: Class 2 contains 135023 members 
Entering Unmasked Estep 
Score: -15520791.000000 Penalty: 1137.092773
	Iteration 243Q: 3 clusters Score -1.552079e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131879 members 
Mstep: Class 2 contains 135260 members 
Entering Unmasked Estep 
Score: -15520799.000000 Penalty: 1137.092773
	Iteration 244Q: 3 clusters Score -1.55208e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -15520762.000000 Penalty: 1137.092773
	Iteration 245Q: 3 clusters Score -1.552076e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131310 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -15520745.000000 Penalty: 1137.092773
	Iteration 246Q: 3 clusters Score -1.552074e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131014 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -15520671.000000 Penalty: 1137.092773
	Iteration 247Q: 3 clusters Score -1.552067e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130703 members 
Mstep: Class 2 contains 136436 members 
Entering Unmasked Estep 
Score: -15520635.000000 Penalty: 1137.092773
	Iteration 248Q: 3 clusters Score -1.552064e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130341 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -15520646.000000 Penalty: 1137.092773
	Iteration 249Q: 3 clusters Score -1.552065e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129970 members 
Mstep: Class 2 contains 137169 members 
Entering Unmasked Estep 
Score: -15520668.000000 Penalty: 1137.092773
	Iteration 250Q: 3 clusters Score -1.552067e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129594 members 
Mstep: Class 2 contains 137545 members 
Entering Unmasked Estep 
Score: -15520698.000000 Penalty: 1137.092773
	Iteration 251Q: 3 clusters Score -1.55207e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129214 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -15520717.000000 Penalty: 1137.092773
	Iteration 252Q: 3 clusters Score -1.552072e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -15520724.000000 Penalty: 1137.092773
	Iteration 253Q: 3 clusters Score -1.552072e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 138598 members 
Entering Unmasked Estep 
Score: -15520705.000000 Penalty: 1137.092773
	Iteration 254Q: 3 clusters Score -1.55207e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128240 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -15520693.000000 Penalty: 1137.092773
	Iteration 255Q: 3 clusters Score -1.552069e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 139132 members 
Entering Unmasked Estep 
Score: -15520634.000000 Penalty: 1137.092773
	Iteration 256Q: 3 clusters Score -1.552063e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 139323 members 
Entering Unmasked Estep 
Score: -15520605.000000 Penalty: 1137.092773
	Iteration 257Q: 3 clusters Score -1.55206e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 139506 members 
Entering Unmasked Estep 
Score: -15520596.000000 Penalty: 1137.092773
	Iteration 258Q: 3 clusters Score -1.55206e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 139665 members 
Entering Unmasked Estep 
Score: -15520636.000000 Penalty: 1137.092773
	Iteration 259Q: 3 clusters Score -1.552064e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 139814 members 
Entering Unmasked Estep 
Score: -15520668.000000 Penalty: 1137.092773
	Iteration 260F: 3 clusters Score -1.552067e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127157 members 
Mstep: Class 2 contains 139982 members 
Entering Unmasked Estep 
Score: -15520665.000000 Penalty: 1137.092773
	Iteration 261Q: 3 clusters Score -1.552066e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 140140 members 
Entering Unmasked Estep 
Score: -15520659.000000 Penalty: 1137.092773
	Iteration 262Q: 3 clusters Score -1.552066e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126854 members 
Mstep: Class 2 contains 140285 members 
Entering Unmasked Estep 
Score: -15520637.000000 Penalty: 1137.092773
	Iteration 263Q: 3 clusters Score -1.552064e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126725 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -15520660.000000 Penalty: 1137.092773
	Iteration 264Q: 3 clusters Score -1.552066e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126598 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -15520676.000000 Penalty: 1137.092773
	Iteration 265Q: 3 clusters Score -1.552068e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 140655 members 
Entering Unmasked Estep 
Score: -15520650.000000 Penalty: 1137.092773
	Iteration 266Q: 3 clusters Score -1.552065e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126369 members 
Mstep: Class 2 contains 140770 members 
Entering Unmasked Estep 
Score: -15520605.000000 Penalty: 1137.092773
	Iteration 267Q: 3 clusters Score -1.55206e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126243 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -15520590.000000 Penalty: 1137.092773
	Iteration 268Q: 3 clusters Score -1.552059e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -15520601.000000 Penalty: 1137.092773
	Iteration 269Q: 3 clusters Score -1.55206e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125996 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
Score: -15520626.000000 Penalty: 1137.092773
	Iteration 270Q: 3 clusters Score -1.552063e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 141236 members 
Entering Unmasked Estep 
Score: -15520672.000000 Penalty: 1137.092773
	Iteration 271Q: 3 clusters Score -1.552067e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 141338 members 
Entering Unmasked Estep 
Score: -15520668.000000 Penalty: 1137.092773
	Iteration 272Q: 3 clusters Score -1.552067e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125715 members 
Mstep: Class 2 contains 141424 members 
Entering Unmasked Estep 
Score: -15520660.000000 Penalty: 1137.092773
	Iteration 273Q: 3 clusters Score -1.552066e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 141508 members 
Entering Unmasked Estep 
Score: -15520651.000000 Penalty: 1137.092773
	Iteration 274Q: 3 clusters Score -1.552065e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -15520642.000000 Penalty: 1137.092773
	Iteration 275Q: 3 clusters Score -1.552064e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -15520638.000000 Penalty: 1137.092773
	Iteration 276Q: 3 clusters Score -1.552064e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125438 members 
Mstep: Class 2 contains 141701 members 
Entering Unmasked Estep 
Score: -15520659.000000 Penalty: 1137.092773
	Iteration 277Q: 3 clusters Score -1.552066e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125415 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -15520636.000000 Penalty: 1137.092773
	Iteration 278Q: 3 clusters Score -1.552064e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 141738 members 
Entering Unmasked Estep 
Score: -15520615.000000 Penalty: 1137.092773
	Iteration 279Q: 3 clusters Score -1.552062e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 141768 members 
Entering Unmasked Estep 
Score: -15520576.000000 Penalty: 1137.092773
	Iteration 280F: 3 clusters Score -1.552058e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -15520581.000000 Penalty: 1137.092773
	Iteration 281Q: 3 clusters Score -1.552058e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125315 members 
Mstep: Class 2 contains 141824 members 
Entering Unmasked Estep 
Score: -15520596.000000 Penalty: 1137.092773
	Iteration 282Q: 3 clusters Score -1.55206e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125313 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -15520622.000000 Penalty: 1137.092773
	Iteration 283Q: 3 clusters Score -1.552062e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125298 members 
Mstep: Class 2 contains 141841 members 
Entering Unmasked Estep 
Score: -15520614.000000 Penalty: 1137.092773
	Iteration 284Q: 3 clusters Score -1.552061e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 141847 members 
Entering Unmasked Estep 
Score: -15520643.000000 Penalty: 1137.092773
	Iteration 285Q: 3 clusters Score -1.552064e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -15520670.000000 Penalty: 1137.092773
	Iteration 286Q: 3 clusters Score -1.552067e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 141858 members 
Entering Unmasked Estep 
Score: -15520654.000000 Penalty: 1137.092773
	Iteration 287Q: 3 clusters Score -1.552065e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125269 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -15520635.000000 Penalty: 1137.092773
	Iteration 288Q: 3 clusters Score -1.552064e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 141881 members 
Entering Unmasked Estep 
Score: -15520647.000000 Penalty: 1137.092773
	Iteration 289Q: 3 clusters Score -1.552065e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -15520616.000000 Penalty: 1137.092773
	Iteration 290Q: 3 clusters Score -1.552062e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125200 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -15520602.000000 Penalty: 1137.092773
	Iteration 291Q: 3 clusters Score -1.55206e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 141967 members 
Entering Unmasked Estep 
Score: -15520610.000000 Penalty: 1137.092773
	Iteration 292Q: 3 clusters Score -1.552061e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 141998 members 
Entering Unmasked Estep 
Score: -15520608.000000 Penalty: 1137.092773
	Iteration 293Q: 3 clusters Score -1.552061e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -15520596.000000 Penalty: 1137.092773
	Iteration 294Q: 3 clusters Score -1.55206e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125091 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -15520601.000000 Penalty: 1137.092773
	Iteration 295Q: 3 clusters Score -1.55206e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 142074 members 
Entering Unmasked Estep 
Score: -15520598.000000 Penalty: 1137.092773
	Iteration 296Q: 3 clusters Score -1.55206e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125037 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -15520588.000000 Penalty: 1137.092773
	Iteration 297Q: 3 clusters Score -1.552059e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 142138 members 
Entering Unmasked Estep 
Score: -15520605.000000 Penalty: 1137.092773
	Iteration 298Q: 3 clusters Score -1.55206e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
Score: -15520611.000000 Penalty: 1137.092773
	Iteration 299Q: 3 clusters Score -1.552061e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 142222 members 
Entering Unmasked Estep 
Score: -15520618.000000 Penalty: 1137.092773
	Iteration 300F: 3 clusters Score -1.552062e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124874 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -15520606.000000 Penalty: 1137.092773
	Iteration 301Q: 3 clusters Score -1.552061e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -15520601.000000 Penalty: 1137.092773
	Iteration 302Q: 3 clusters Score -1.55206e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124777 members 
Mstep: Class 2 contains 142362 members 
Entering Unmasked Estep 
Score: -15520604.000000 Penalty: 1137.092773
	Iteration 303Q: 3 clusters Score -1.55206e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124724 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -15520644.000000 Penalty: 1137.092773
	Iteration 304Q: 3 clusters Score -1.552064e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 142490 members 
Entering Unmasked Estep 
Score: -15520647.000000 Penalty: 1137.092773
	Iteration 305Q: 3 clusters Score -1.552065e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 142567 members 
Entering Unmasked Estep 
Score: -15520689.000000 Penalty: 1137.092773
	Iteration 306Q: 3 clusters Score -1.552069e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 142654 members 
Entering Unmasked Estep 
Score: -15520657.000000 Penalty: 1137.092773
	Iteration 307Q: 3 clusters Score -1.552066e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 142761 members 
Entering Unmasked Estep 
Score: -15520662.000000 Penalty: 1137.092773
	Iteration 308Q: 3 clusters Score -1.552066e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -15520640.000000 Penalty: 1137.092773
	Iteration 309Q: 3 clusters Score -1.552064e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124204 members 
Mstep: Class 2 contains 142935 members 
Entering Unmasked Estep 
Score: -15520675.000000 Penalty: 1137.092773
	Iteration 310Q: 3 clusters Score -1.552068e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124116 members 
Mstep: Class 2 contains 143023 members 
Entering Unmasked Estep 
Score: -15520631.000000 Penalty: 1137.092773
	Iteration 311Q: 3 clusters Score -1.552063e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124037 members 
Mstep: Class 2 contains 143102 members 
Entering Unmasked Estep 
Score: -15520665.000000 Penalty: 1137.092773
	Iteration 312Q: 3 clusters Score -1.552066e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 143155 members 
Entering Unmasked Estep 
Score: -15520684.000000 Penalty: 1137.092773
	Iteration 313Q: 3 clusters Score -1.552068e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123923 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -15520654.000000 Penalty: 1137.092773
	Iteration 314Q: 3 clusters Score -1.552065e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123839 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -15520642.000000 Penalty: 1137.092773
	Iteration 315Q: 3 clusters Score -1.552064e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123761 members 
Mstep: Class 2 contains 143378 members 
Entering Unmasked Estep 
Score: -15520622.000000 Penalty: 1137.092773
	Iteration 316Q: 3 clusters Score -1.552062e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123701 members 
Mstep: Class 2 contains 143438 members 
Entering Unmasked Estep 
Score: -15520594.000000 Penalty: 1137.092773
	Iteration 317Q: 3 clusters Score -1.552059e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123669 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -15520580.000000 Penalty: 1137.092773
	Iteration 318Q: 3 clusters Score -1.552058e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 143508 members 
Entering Unmasked Estep 
Score: -15520567.000000 Penalty: 1137.092773
	Iteration 319Q: 3 clusters Score -1.552057e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123590 members 
Mstep: Class 2 contains 143549 members 
Entering Unmasked Estep 
Score: -15520558.000000 Penalty: 1137.092773
	Iteration 320F: 3 clusters Score -1.552056e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123544 members 
Mstep: Class 2 contains 143595 members 
Entering Unmasked Estep 
Score: -15520534.000000 Penalty: 1137.092773
	Iteration 321Q: 3 clusters Score -1.552053e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123499 members 
Mstep: Class 2 contains 143640 members 
Entering Unmasked Estep 
Score: -15520501.000000 Penalty: 1137.092773
	Iteration 322Q: 3 clusters Score -1.55205e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 143680 members 
Entering Unmasked Estep 
Score: -15520500.000000 Penalty: 1137.092773
	Iteration 323Q: 3 clusters Score -1.55205e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 143710 members 
Entering Unmasked Estep 
Score: -15520493.000000 Penalty: 1137.092773
	Iteration 324Q: 3 clusters Score -1.552049e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123398 members 
Mstep: Class 2 contains 143741 members 
Entering Unmasked Estep 
Score: -15520494.000000 Penalty: 1137.092773
	Iteration 325Q: 3 clusters Score -1.552049e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123367 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -15520511.000000 Penalty: 1137.092773
	Iteration 326Q: 3 clusters Score -1.552051e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123335 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -15520488.000000 Penalty: 1137.092773
	Iteration 327Q: 3 clusters Score -1.552049e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -15520496.000000 Penalty: 1137.092773
	Iteration 328Q: 3 clusters Score -1.55205e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -15520490.000000 Penalty: 1137.092773
	Iteration 329Q: 3 clusters Score -1.552049e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -15520480.000000 Penalty: 1137.092773
	Iteration 330Q: 3 clusters Score -1.552048e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123228 members 
Mstep: Class 2 contains 143911 members 
Entering Unmasked Estep 
Score: -15520473.000000 Penalty: 1137.092773
	Iteration 331Q: 3 clusters Score -1.552047e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123210 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -15520459.000000 Penalty: 1137.092773
	Iteration 332Q: 3 clusters Score -1.552046e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 143935 members 
Entering Unmasked Estep 
Score: -15520444.000000 Penalty: 1137.092773
	Iteration 333Q: 3 clusters Score -1.552044e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123205 members 
Mstep: Class 2 contains 143934 members 
Entering Unmasked Estep 
Score: -15520454.000000 Penalty: 1137.092773
	Iteration 334Q: 3 clusters Score -1.552045e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Mstep: Class 2 contains 143922 members 
Entering Unmasked Estep 
Score: -15520441.000000 Penalty: 1137.092773
	Iteration 335Q: 3 clusters Score -1.552044e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123242 members 
Mstep: Class 2 contains 143897 members 
Entering Unmasked Estep 
Score: -15520409.000000 Penalty: 1137.092773
	Iteration 336Q: 3 clusters Score -1.552041e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 143871 members 
Entering Unmasked Estep 
Score: -15520394.000000 Penalty: 1137.092773
	Iteration 337Q: 3 clusters Score -1.552039e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -15520416.000000 Penalty: 1137.092773
	Iteration 338Q: 3 clusters Score -1.552042e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 143813 members 
Entering Unmasked Estep 
Score: -15520384.000000 Penalty: 1137.092773
	Iteration 339Q: 3 clusters Score -1.552038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Mstep: Class 2 contains 143788 members 
Entering Unmasked Estep 
Score: -15520395.000000 Penalty: 1137.092773
	Iteration 340F: 3 clusters Score -1.55204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 143766 members 
Entering Unmasked Estep 
Score: -15520392.000000 Penalty: 1137.092773
	Iteration 341Q: 3 clusters Score -1.552039e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123391 members 
Mstep: Class 2 contains 143748 members 
Entering Unmasked Estep 
Score: -15520382.000000 Penalty: 1137.092773
	Iteration 342Q: 3 clusters Score -1.552038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -15520383.000000 Penalty: 1137.092773
	Iteration 343Q: 3 clusters Score -1.552038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123417 members 
Mstep: Class 2 contains 143722 members 
Entering Unmasked Estep 
Score: -15520395.000000 Penalty: 1137.092773
	Iteration 344Q: 3 clusters Score -1.55204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 143710 members 
Entering Unmasked Estep 
Score: -15520400.000000 Penalty: 1137.092773
	Iteration 345Q: 3 clusters Score -1.55204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123443 members 
Mstep: Class 2 contains 143696 members 
Entering Unmasked Estep 
Score: -15520401.000000 Penalty: 1137.092773
	Iteration 346Q: 3 clusters Score -1.55204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -15520391.000000 Penalty: 1137.092773
	Iteration 347Q: 3 clusters Score -1.552039e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 143674 members 
Entering Unmasked Estep 
Score: -15520377.000000 Penalty: 1137.092773
	Iteration 348Q: 3 clusters Score -1.552038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 143653 members 
Entering Unmasked Estep 
Score: -15520386.000000 Penalty: 1137.092773
	Iteration 349Q: 3 clusters Score -1.552039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123514 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -15520391.000000 Penalty: 1137.092773
	Iteration 350Q: 3 clusters Score -1.552039e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123549 members 
Mstep: Class 2 contains 143590 members 
Entering Unmasked Estep 
Score: -15520378.000000 Penalty: 1137.092773
	Iteration 351Q: 3 clusters Score -1.552038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 143569 members 
Entering Unmasked Estep 
Score: -15520384.000000 Penalty: 1137.092773
	Iteration 352Q: 3 clusters Score -1.552038e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 143553 members 
Entering Unmasked Estep 
Score: -15520392.000000 Penalty: 1137.092773
	Iteration 353Q: 3 clusters Score -1.552039e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123603 members 
Mstep: Class 2 contains 143536 members 
Entering Unmasked Estep 
Score: -15520377.000000 Penalty: 1137.092773
	Iteration 354Q: 3 clusters Score -1.552038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123620 members 
Mstep: Class 2 contains 143519 members 
Entering Unmasked Estep 
Score: -15520385.000000 Penalty: 1137.092773
	Iteration 355Q: 3 clusters Score -1.552038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123639 members 
Mstep: Class 2 contains 143500 members 
Entering Unmasked Estep 
Score: -15520371.000000 Penalty: 1137.092773
	Iteration 356Q: 3 clusters Score -1.552037e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123661 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -15520392.000000 Penalty: 1137.092773
	Iteration 357Q: 3 clusters Score -1.552039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123690 members 
Mstep: Class 2 contains 143449 members 
Entering Unmasked Estep 
Score: -15520394.000000 Penalty: 1137.092773
	Iteration 358Q: 3 clusters Score -1.552039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123724 members 
Mstep: Class 2 contains 143415 members 
Entering Unmasked Estep 
Score: -15520373.000000 Penalty: 1137.092773
	Iteration 359Q: 3 clusters Score -1.552037e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123754 members 
Mstep: Class 2 contains 143385 members 
Entering Unmasked Estep 
Score: -15520387.000000 Penalty: 1137.092773
	Iteration 360F: 3 clusters Score -1.552039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 143352 members 
Entering Unmasked Estep 
Score: -15520390.000000 Penalty: 1137.092773
	Iteration 361Q: 3 clusters Score -1.552039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -15520393.000000 Penalty: 1137.092773
	Iteration 362Q: 3 clusters Score -1.552039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123851 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -15520377.000000 Penalty: 1137.092773
	Iteration 363Q: 3 clusters Score -1.552038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123886 members 
Mstep: Class 2 contains 143253 members 
Entering Unmasked Estep 
Score: -15520399.000000 Penalty: 1137.092773
	Iteration 364Q: 3 clusters Score -1.55204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123916 members 
Mstep: Class 2 contains 143223 members 
Entering Unmasked Estep 
Score: -15520412.000000 Penalty: 1137.092773
	Iteration 365Q: 3 clusters Score -1.552041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 143193 members 
Entering Unmasked Estep 
Score: -15520410.000000 Penalty: 1137.092773
	Iteration 366Q: 3 clusters Score -1.552041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 143166 members 
Entering Unmasked Estep 
Score: -15520423.000000 Penalty: 1137.092773
	Iteration 367Q: 3 clusters Score -1.552042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123990 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -15520433.000000 Penalty: 1137.092773
	Iteration 368Q: 3 clusters Score -1.552043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124012 members 
Mstep: Class 2 contains 143127 members 
Entering Unmasked Estep 
Score: -15520431.000000 Penalty: 1137.092773
	Iteration 369Q: 3 clusters Score -1.552043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124033 members 
Mstep: Class 2 contains 143106 members 
Entering Unmasked Estep 
Score: -15520447.000000 Penalty: 1137.092773
	Iteration 370Q: 3 clusters Score -1.552045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124057 members 
Mstep: Class 2 contains 143082 members 
Entering Unmasked Estep 
Score: -15520455.000000 Penalty: 1137.092773
	Iteration 371Q: 3 clusters Score -1.552046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124068 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -15520458.000000 Penalty: 1137.092773
	Iteration 372Q: 3 clusters Score -1.552046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -15520461.000000 Penalty: 1137.092773
	Iteration 373Q: 3 clusters Score -1.552046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 143049 members 
Entering Unmasked Estep 
Score: -15520463.000000 Penalty: 1137.092773
	Iteration 374Q: 3 clusters Score -1.552046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124107 members 
Mstep: Class 2 contains 143032 members 
Entering Unmasked Estep 
Score: -15520468.000000 Penalty: 1137.092773
	Iteration 375Q: 3 clusters Score -1.552047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124134 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -15520478.000000 Penalty: 1137.092773
	Iteration 376Q: 3 clusters Score -1.552048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124155 members 
Mstep: Class 2 contains 142984 members 
Entering Unmasked Estep 
Score: -15520460.000000 Penalty: 1137.092773
	Iteration 377Q: 3 clusters Score -1.552046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Mstep: Class 2 contains 142953 members 
Entering Unmasked Estep 
Score: -15520492.000000 Penalty: 1137.092773
	Iteration 378Q: 3 clusters Score -1.552049e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124234 members 
Mstep: Class 2 contains 142905 members 
Entering Unmasked Estep 
Score: -15520456.000000 Penalty: 1137.092773
	Iteration 379Q: 3 clusters Score -1.552046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -15520451.000000 Penalty: 1137.092773
	Iteration 380F: 3 clusters Score -1.552045e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124321 members 
Mstep: Class 2 contains 142818 members 
Entering Unmasked Estep 
Score: -15520439.000000 Penalty: 1137.092773
	Iteration 381Q: 3 clusters Score -1.552044e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124350 members 
Mstep: Class 2 contains 142789 members 
Entering Unmasked Estep 
Score: -15520462.000000 Penalty: 1137.092773
	Iteration 382Q: 3 clusters Score -1.552046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124367 members 
Mstep: Class 2 contains 142772 members 
Entering Unmasked Estep 
Score: -15520447.000000 Penalty: 1137.092773
	Iteration 383Q: 3 clusters Score -1.552045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Mstep: Class 2 contains 142749 members 
Entering Unmasked Estep 
Score: -15520464.000000 Penalty: 1137.092773
	Iteration 384Q: 3 clusters Score -1.552046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 142730 members 
Entering Unmasked Estep 
Score: -15520436.000000 Penalty: 1137.092773
	Iteration 385Q: 3 clusters Score -1.552044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124422 members 
Mstep: Class 2 contains 142717 members 
Entering Unmasked Estep 
Score: -15520467.000000 Penalty: 1137.092773
	Iteration 386Q: 3 clusters Score -1.552047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124434 members 
Mstep: Class 2 contains 142705 members 
Entering Unmasked Estep 
Score: -15520456.000000 Penalty: 1137.092773
	Iteration 387Q: 3 clusters Score -1.552046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124451 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -15520469.000000 Penalty: 1137.092773
	Iteration 388Q: 3 clusters Score -1.552047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124461 members 
Mstep: Class 2 contains 142678 members 
Entering Unmasked Estep 
Score: -15520469.000000 Penalty: 1137.092773
	Iteration 389Q: 3 clusters Score -1.552047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124468 members 
Mstep: Class 2 contains 142671 members 
Entering Unmasked Estep 
Score: -15520474.000000 Penalty: 1137.092773
	Iteration 390Q: 3 clusters Score -1.552047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 142667 members 
Entering Unmasked Estep 
Score: -15520479.000000 Penalty: 1137.092773
	Iteration 391Q: 3 clusters Score -1.552048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 142659 members 
Entering Unmasked Estep 
Score: -15520485.000000 Penalty: 1137.092773
	Iteration 392Q: 3 clusters Score -1.552048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124491 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -15520498.000000 Penalty: 1137.092773
	Iteration 393Q: 3 clusters Score -1.55205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 142636 members 
Entering Unmasked Estep 
Score: -15520498.000000 Penalty: 1137.092773
	Iteration 394Q: 3 clusters Score -1.55205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124519 members 
Mstep: Class 2 contains 142620 members 
Entering Unmasked Estep 
Score: -15520532.000000 Penalty: 1137.092773
	Iteration 395Q: 3 clusters Score -1.552053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 142604 members 
Entering Unmasked Estep 
Score: -15520517.000000 Penalty: 1137.092773
	Iteration 396Q: 3 clusters Score -1.552052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 142595 members 
Entering Unmasked Estep 
Score: -15520495.000000 Penalty: 1137.092773
	Iteration 397Q: 3 clusters Score -1.55205e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124537 members 
Mstep: Class 2 contains 142602 members 
Entering Unmasked Estep 
Score: -15520502.000000 Penalty: 1137.092773
	Iteration 398Q: 3 clusters Score -1.55205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -15520520.000000 Penalty: 1137.092773
	Iteration 399Q: 3 clusters Score -1.552052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124518 members 
Mstep: Class 2 contains 142621 members 
Entering Unmasked Estep 
Score: -15520497.000000 Penalty: 1137.092773
	Iteration 400F: 3 clusters Score -1.55205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 142622 members 
Entering Unmasked Estep 
Score: -15520518.000000 Penalty: 1137.092773
	Iteration 401Q: 3 clusters Score -1.552052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124515 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -15520520.000000 Penalty: 1137.092773
	Iteration 402Q: 3 clusters Score -1.552052e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124514 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -15520517.000000 Penalty: 1137.092773
	Iteration 403Q: 3 clusters Score -1.552052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124516 members 
Mstep: Class 2 contains 142623 members 
Entering Unmasked Estep 
Score: -15520522.000000 Penalty: 1137.092773
	Iteration 404Q: 3 clusters Score -1.552052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -15520503.000000 Penalty: 1137.092773
	Iteration 405Q: 3 clusters Score -1.55205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124516 members 
Mstep: Class 2 contains 142623 members 
Entering Unmasked Estep 
Score: -15520494.000000 Penalty: 1137.092773
	Iteration 406Q: 3 clusters Score -1.552049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124523 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -15520495.000000 Penalty: 1137.092773
	Iteration 407Q: 3 clusters Score -1.55205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124522 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -15520515.000000 Penalty: 1137.092773
	Iteration 408Q: 3 clusters Score -1.552052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -15520507.000000 Penalty: 1137.092773
	Iteration 409Q: 3 clusters Score -1.552051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124532 members 
Mstep: Class 2 contains 142607 members 
Entering Unmasked Estep 
Score: -15520506.000000 Penalty: 1137.092773
	Iteration 410Q: 3 clusters Score -1.552051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124533 members 
Mstep: Class 2 contains 142606 members 
Entering Unmasked Estep 
Score: -15520489.000000 Penalty: 1137.092773
	Iteration 411Q: 3 clusters Score -1.552049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124533 members 
Mstep: Class 2 contains 142606 members 
Entering Unmasked Estep 
Score: -15520483.000000 Penalty: 1137.092773
	Iteration 412Q: 3 clusters Score -1.552048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124539 members 
Mstep: Class 2 contains 142600 members 
Entering Unmasked Estep 
Score: -15520490.000000 Penalty: 1137.092773
	Iteration 413Q: 3 clusters Score -1.552049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 142595 members 
Entering Unmasked Estep 
Score: -15520467.000000 Penalty: 1137.092773
	Iteration 414Q: 3 clusters Score -1.552047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124550 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -15520469.000000 Penalty: 1137.092773
	Iteration 415Q: 3 clusters Score -1.552047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -15520471.000000 Penalty: 1137.092773
	Iteration 416Q: 3 clusters Score -1.552047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 142583 members 
Entering Unmasked Estep 
Score: -15520481.000000 Penalty: 1137.092773
	Iteration 417Q: 3 clusters Score -1.552048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -15520472.000000 Penalty: 1137.092773
	Iteration 418Q: 3 clusters Score -1.552047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -15520476.000000 Penalty: 1137.092773
	Iteration 419Q: 3 clusters Score -1.552048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124561 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -15520472.000000 Penalty: 1137.092773
	Iteration 420F: 3 clusters Score -1.552047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
Score: -15520486.000000 Penalty: 1137.092773
	Iteration 421Q: 3 clusters Score -1.552049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 142575 members 
Entering Unmasked Estep 
Score: -15520496.000000 Penalty: 1137.092773
	Iteration 422Q: 3 clusters Score -1.55205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124559 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -15520494.000000 Penalty: 1137.092773
	Iteration 423Q: 3 clusters Score -1.552049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -15520501.000000 Penalty: 1137.092773
	Iteration 424Q: 3 clusters Score -1.55205e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -15520506.000000 Penalty: 1137.092773
	Iteration 425Q: 3 clusters Score -1.552051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -15520523.000000 Penalty: 1137.092773
	Iteration 426Q: 3 clusters Score -1.552052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 142594 members 
Entering Unmasked Estep 
Score: -15520519.000000 Penalty: 1137.092773
	Iteration 427Q: 3 clusters Score -1.552052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124542 members 
Mstep: Class 2 contains 142597 members 
Entering Unmasked Estep 
Score: -15520522.000000 Penalty: 1137.092773
	Iteration 428Q: 3 clusters Score -1.552052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124540 members 
Mstep: Class 2 contains 142599 members 
Entering Unmasked Estep 
Score: -15520507.000000 Penalty: 1137.092773
	Iteration 429Q: 3 clusters Score -1.552051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 142598 members 
Entering Unmasked Estep 
Score: -15520511.000000 Penalty: 1137.092773
	Iteration 430Q: 3 clusters Score -1.552051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124548 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -15520508.000000 Penalty: 1137.092773
	Iteration 431Q: 3 clusters Score -1.552051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124555 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -15520514.000000 Penalty: 1137.092773
	Iteration 432Q: 3 clusters Score -1.552051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
Score: -15520509.000000 Penalty: 1137.092773
	Iteration 433Q: 3 clusters Score -1.552051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124567 members 
Mstep: Class 2 contains 142572 members 
Entering Unmasked Estep 
Score: -15520520.000000 Penalty: 1137.092773
	Iteration 434Q: 3 clusters Score -1.552052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124568 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -15520518.000000 Penalty: 1137.092773
	Iteration 435Q: 3 clusters Score -1.552052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 142570 members 
Entering Unmasked Estep 
Score: -15520518.000000 Penalty: 1137.092773
	Iteration 436Q: 3 clusters Score -1.552052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 142570 members 
Entering Unmasked Estep 
Score: -15520521.000000 Penalty: 1137.092773
	Iteration 437Q: 3 clusters Score -1.552052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124570 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -15520526.000000 Penalty: 1137.092773
	Iteration 438Q: 3 clusters Score -1.552053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -15520527.000000 Penalty: 1137.092773
	Iteration 439Q: 3 clusters Score -1.552053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 142563 members 
Entering Unmasked Estep 
Score: -15520529.000000 Penalty: 1137.092773
	Iteration 440F: 3 clusters Score -1.552053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 142563 members 
Entering Unmasked Estep 
Score: -15520532.000000 Penalty: 1137.092773
	Iteration 441Q: 3 clusters Score -1.552053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 142563 members 
Entering Unmasked Estep 
Score: -15520532.000000 Penalty: 1137.092773
	Iteration 442F: 3 clusters Score -1.552053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -165750.859375 Penalty: 365.722931
	Iteration 0F: 2 clusters Score -165750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -163618.359375 Penalty: 731.445862
	Iteration 0F: 3 clusters Score -163618.4 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -164368.531250 Penalty: 731.445862
	Iteration 1F: 3 clusters Score -164368.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -164509.703125 Penalty: 731.445862
	Iteration 2F: 3 clusters Score -164509.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -164768.421875 Penalty: 731.445862
	Iteration 3F: 3 clusters Score -164768.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -165310.046875 Penalty: 731.445862
	Iteration 4F: 3 clusters Score -165310 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -166387.562500 Penalty: 731.445862
	Iteration 5F: 3 clusters Score -166387.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -168322.656250 Penalty: 731.445862
	Iteration 6F: 3 clusters Score -168322.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -169489.625000 Penalty: 731.445862
	Iteration 7Q: 3 clusters Score -169489.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -169626.625000 Penalty: 731.445862
	Iteration 8Q: 3 clusters Score -169626.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -169792.390625 Penalty: 731.445862
	Iteration 9Q: 3 clusters Score -169792.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -170115.765625 Penalty: 731.445862
	Iteration 10Q: 3 clusters Score -170115.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -170670.171875 Penalty: 731.445862
	Iteration 11Q: 3 clusters Score -170670.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170752.328125 Penalty: 731.445862
	Iteration 12Q: 3 clusters Score -170752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170752.328125 Penalty: 731.445862
	Iteration 13F: 3 clusters Score -170752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 267139 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 2879 members 
Entering Unmasked Estep 
Score: -23047710.000000 Penalty: 9993.995117
Splitting cluster 7 changes total score from -23041922.000000 to -23047710.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -158834.671875 Penalty: 359.242340
	Iteration 0F: 2 clusters Score -158834.7 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 1390 members 
Entering Unmasked Estep 
Score: -156976.968750 Penalty: 718.484680
	Iteration 0F: 3 clusters Score -156977 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -157656.078125 Penalty: 718.484680
	Iteration 1F: 3 clusters Score -157656.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -157790.437500 Penalty: 718.484680
	Iteration 2F: 3 clusters Score -157790.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -157913.031250 Penalty: 718.484680
	Iteration 3F: 3 clusters Score -157913 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -158023.421875 Penalty: 718.484680
	Iteration 4F: 3 clusters Score -158023.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -158122.781250 Penalty: 718.484680
	Iteration 5F: 3 clusters Score -158122.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -158221.390625 Penalty: 718.484680
	Iteration 6Q: 3 clusters Score -158221.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -158297.390625 Penalty: 718.484680
	Iteration 7Q: 3 clusters Score -158297.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -158362.812500 Penalty: 718.484680
	Iteration 8Q: 3 clusters Score -158362.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -158404.421875 Penalty: 718.484680
	Iteration 9Q: 3 clusters Score -158404.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -158430.109375 Penalty: 718.484680
	Iteration 10Q: 3 clusters Score -158430.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -158451.781250 Penalty: 718.484680
	Iteration 11Q: 3 clusters Score -158451.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -158469.375000 Penalty: 718.484680
	Iteration 12Q: 3 clusters Score -158469.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -158483.343750 Penalty: 718.484680
	Iteration 13Q: 3 clusters Score -158483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -158494.593750 Penalty: 718.484680
	Iteration 14Q: 3 clusters Score -158494.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -158506.703125 Penalty: 718.484680
	Iteration 15Q: 3 clusters Score -158506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -158515.515625 Penalty: 718.484680
	Iteration 16Q: 3 clusters Score -158515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -158519.703125 Penalty: 718.484680
	Iteration 17Q: 3 clusters Score -158519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -158525.375000 Penalty: 718.484680
	Iteration 18Q: 3 clusters Score -158525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -158528.000000 Penalty: 718.484680
	Iteration 19Q: 3 clusters Score -158528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -158530.843750 Penalty: 718.484680
	Iteration 20F: 3 clusters Score -158530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -158534.343750 Penalty: 718.484680
	Iteration 21Q: 3 clusters Score -158534.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -158536.234375 Penalty: 718.484680
	Iteration 22Q: 3 clusters Score -158536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -158538.187500 Penalty: 718.484680
	Iteration 23Q: 3 clusters Score -158538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -158538.937500 Penalty: 718.484680
	Iteration 24Q: 3 clusters Score -158538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -158540.500000 Penalty: 718.484680
	Iteration 25Q: 3 clusters Score -158540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -158544.890625 Penalty: 718.484680
	Iteration 26Q: 3 clusters Score -158544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -158546.656250 Penalty: 718.484680
	Iteration 27Q: 3 clusters Score -158546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -158547.828125 Penalty: 718.484680
	Iteration 28Q: 3 clusters Score -158547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -158549.421875 Penalty: 718.484680
	Iteration 29Q: 3 clusters Score -158549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -158550.953125 Penalty: 718.484680
	Iteration 30Q: 3 clusters Score -158551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -158550.953125 Penalty: 718.484680
	Iteration 31F: 3 clusters Score -158551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -50191.710938 Penalty: 313.197540
	Iteration 0F: 2 clusters Score -50191.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49621.207031 Penalty: 626.395081
	Iteration 0F: 3 clusters Score -49621.21 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50808.328125 Penalty: 626.395081
	Iteration 1F: 3 clusters Score -50808.33 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51394.500000 Penalty: 626.395081
	Iteration 2F: 3 clusters Score -51394.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51675.140625 Penalty: 626.395081
	Iteration 3F: 3 clusters Score -51675.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51876.000000 Penalty: 626.395081
	Iteration 4Q: 3 clusters Score -51876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51927.250000 Penalty: 626.395081
	Iteration 5Q: 3 clusters Score -51927.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51929.789062 Penalty: 626.395081
	Iteration 6Q: 3 clusters Score -51929.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51930.585938 Penalty: 626.395081
	Iteration 7Q: 3 clusters Score -51930.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51930.585938 Penalty: 626.395081
	Iteration 8F: 3 clusters Score -51930.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 267139 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 2879 members 
Entering Unmasked Estep 
Score: -23049186.000000 Penalty: 10581.876953
Splitting cluster 9 changes total score from -23041922.000000 to -23049186.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -193086.531250 Penalty: 369.971283
	Iteration 0F: 2 clusters Score -193086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -190753.296875 Penalty: 739.942566
	Iteration 0F: 3 clusters Score -190753.3 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -191619.609375 Penalty: 739.942566
	Iteration 1F: 3 clusters Score -191619.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -191720.421875 Penalty: 739.942566
	Iteration 2F: 3 clusters Score -191720.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -191790.593750 Penalty: 739.942566
	Iteration 3F: 3 clusters Score -191790.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -191850.234375 Penalty: 739.942566
	Iteration 4Q: 3 clusters Score -191850.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -191909.640625 Penalty: 739.942566
	Iteration 5Q: 3 clusters Score -191909.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -191976.937500 Penalty: 739.942566
	Iteration 6Q: 3 clusters Score -191976.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -192064.625000 Penalty: 739.942566
	Iteration 7Q: 3 clusters Score -192064.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -192188.265625 Penalty: 739.942566
	Iteration 8Q: 3 clusters Score -192188.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192340.734375 Penalty: 739.942566
	Iteration 9Q: 3 clusters Score -192340.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -192475.828125 Penalty: 739.942566
	Iteration 10Q: 3 clusters Score -192475.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192584.562500 Penalty: 739.942566
	Iteration 11Q: 3 clusters Score -192584.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -192637.687500 Penalty: 739.942566
	Iteration 12Q: 3 clusters Score -192637.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -192680.406250 Penalty: 739.942566
	Iteration 13Q: 3 clusters Score -192680.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -192719.046875 Penalty: 739.942566
	Iteration 14Q: 3 clusters Score -192719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -192750.734375 Penalty: 739.942566
	Iteration 15Q: 3 clusters Score -192750.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -192775.171875 Penalty: 739.942566
	Iteration 16Q: 3 clusters Score -192775.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -192802.953125 Penalty: 739.942566
	Iteration 17Q: 3 clusters Score -192803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -192816.359375 Penalty: 739.942566
	Iteration 18Q: 3 clusters Score -192816.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -192830.296875 Penalty: 739.942566
	Iteration 19Q: 3 clusters Score -192830.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -192841.437500 Penalty: 739.942566
	Iteration 20F: 3 clusters Score -192841.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -192853.375000 Penalty: 739.942566
	Iteration 21Q: 3 clusters Score -192853.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -192870.687500 Penalty: 739.942566
	Iteration 22Q: 3 clusters Score -192870.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -192884.406250 Penalty: 739.942566
	Iteration 23Q: 3 clusters Score -192884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -192896.968750 Penalty: 739.942566
	Iteration 24Q: 3 clusters Score -192897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -192909.171875 Penalty: 739.942566
	Iteration 25Q: 3 clusters Score -192909.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -192920.609375 Penalty: 739.942566
	Iteration 26Q: 3 clusters Score -192920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -192927.968750 Penalty: 739.942566
	Iteration 27Q: 3 clusters Score -192928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -192935.437500 Penalty: 739.942566
	Iteration 28Q: 3 clusters Score -192935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -192939.546875 Penalty: 739.942566
	Iteration 29Q: 3 clusters Score -192939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -192943.125000 Penalty: 739.942566
	Iteration 30Q: 3 clusters Score -192943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -192945.031250 Penalty: 739.942566
	Iteration 31Q: 3 clusters Score -192945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -192947.312500 Penalty: 739.942566
	Iteration 32Q: 3 clusters Score -192947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -192950.562500 Penalty: 739.942566
	Iteration 33Q: 3 clusters Score -192950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -192953.937500 Penalty: 739.942566
	Iteration 34Q: 3 clusters Score -192953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -192954.593750 Penalty: 739.942566
	Iteration 35Q: 3 clusters Score -192954.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -192954.859375 Penalty: 739.942566
	Iteration 36Q: 3 clusters Score -192954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -192954.859375 Penalty: 739.942566
	Iteration 37F: 3 clusters Score -192954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -357540.750000 Penalty: 397.808929
	Iteration 0F: 2 clusters Score -357540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -353387.000000 Penalty: 795.617859
	Iteration 0F: 3 clusters Score -353387 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -355161.656250 Penalty: 795.617859
	Iteration 1F: 3 clusters Score -355161.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -355394.812500 Penalty: 795.617859
	Iteration 2F: 3 clusters Score -355394.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -355632.187500 Penalty: 795.617859
	Iteration 3F: 3 clusters Score -355632.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -355916.343750 Penalty: 795.617859
	Iteration 4F: 3 clusters Score -355916.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -356149.937500 Penalty: 795.617859
	Iteration 5F: 3 clusters Score -356149.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -356285.781250 Penalty: 795.617859
	Iteration 6Q: 3 clusters Score -356285.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -356348.062500 Penalty: 795.617859
	Iteration 7Q: 3 clusters Score -356348.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -356386.937500 Penalty: 795.617859
	Iteration 8Q: 3 clusters Score -356386.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -356422.718750 Penalty: 795.617859
	Iteration 9Q: 3 clusters Score -356422.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -356469.656250 Penalty: 795.617859
	Iteration 10Q: 3 clusters Score -356469.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -356517.156250 Penalty: 795.617859
	Iteration 11Q: 3 clusters Score -356517.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -356573.625000 Penalty: 795.617859
	Iteration 12Q: 3 clusters Score -356573.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -356631.218750 Penalty: 795.617859
	Iteration 13Q: 3 clusters Score -356631.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -356688.031250 Penalty: 795.617859
	Iteration 14Q: 3 clusters Score -356688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -356763.875000 Penalty: 795.617859
	Iteration 15Q: 3 clusters Score -356763.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -356842.937500 Penalty: 795.617859
	Iteration 16Q: 3 clusters Score -356842.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -356921.031250 Penalty: 795.617859
	Iteration 17Q: 3 clusters Score -356921 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -356992.093750 Penalty: 795.617859
	Iteration 18Q: 3 clusters Score -356992.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -357039.437500 Penalty: 795.617859
	Iteration 19Q: 3 clusters Score -357039.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -357080.593750 Penalty: 795.617859
	Iteration 20F: 3 clusters Score -357080.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -357104.468750 Penalty: 795.617859
	Iteration 21Q: 3 clusters Score -357104.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -357121.343750 Penalty: 795.617859
	Iteration 22Q: 3 clusters Score -357121.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -357136.718750 Penalty: 795.617859
	Iteration 23Q: 3 clusters Score -357136.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -357143.656250 Penalty: 795.617859
	Iteration 24Q: 3 clusters Score -357143.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -357152.593750 Penalty: 795.617859
	Iteration 25Q: 3 clusters Score -357152.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -357161.000000 Penalty: 795.617859
	Iteration 26Q: 3 clusters Score -357161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -357167.593750 Penalty: 795.617859
	Iteration 27Q: 3 clusters Score -357167.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -357174.062500 Penalty: 795.617859
	Iteration 28Q: 3 clusters Score -357174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -357176.937500 Penalty: 795.617859
	Iteration 29Q: 3 clusters Score -357176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -357179.781250 Penalty: 795.617859
	Iteration 30Q: 3 clusters Score -357179.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -357184.000000 Penalty: 795.617859
	Iteration 31Q: 3 clusters Score -357184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -357187.937500 Penalty: 795.617859
	Iteration 32Q: 3 clusters Score -357187.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -357193.250000 Penalty: 795.617859
	Iteration 33Q: 3 clusters Score -357193.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -357195.718750 Penalty: 795.617859
	Iteration 34Q: 3 clusters Score -357195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -357198.031250 Penalty: 795.617859
	Iteration 35Q: 3 clusters Score -357198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -357200.750000 Penalty: 795.617859
	Iteration 36Q: 3 clusters Score -357200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -357203.125000 Penalty: 795.617859
	Iteration 37Q: 3 clusters Score -357203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -357204.187500 Penalty: 795.617859
	Iteration 38Q: 3 clusters Score -357204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -357205.718750 Penalty: 795.617859
	Iteration 39Q: 3 clusters Score -357205.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -357207.156250 Penalty: 795.617859
	Iteration 40F: 3 clusters Score -357207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -357210.750000 Penalty: 795.617859
	Iteration 41Q: 3 clusters Score -357210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -357212.218750 Penalty: 795.617859
	Iteration 42Q: 3 clusters Score -357212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -357214.343750 Penalty: 795.617859
	Iteration 43Q: 3 clusters Score -357214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -357215.093750 Penalty: 795.617859
	Iteration 44Q: 3 clusters Score -357215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -357215.343750 Penalty: 795.617859
	Iteration 45Q: 3 clusters Score -357215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -357216.562500 Penalty: 795.617859
	Iteration 46Q: 3 clusters Score -357216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -357216.781250 Penalty: 795.617859
	Iteration 47Q: 3 clusters Score -357216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -357217.468750 Penalty: 795.617859
	Iteration 48Q: 3 clusters Score -357217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -357217.343750 Penalty: 795.617859
	Iteration 49Q: 3 clusters Score -357217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -357218.468750 Penalty: 795.617859
	Iteration 50Q: 3 clusters Score -357218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -357218.875000 Penalty: 795.617859
	Iteration 51Q: 3 clusters Score -357218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -357219.375000 Penalty: 795.617859
	Iteration 52Q: 3 clusters Score -357219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -357219.406250 Penalty: 795.617859
	Iteration 53Q: 3 clusters Score -357219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -357220.406250 Penalty: 795.617859
	Iteration 54Q: 3 clusters Score -357220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -357220.906250 Penalty: 795.617859
	Iteration 55Q: 3 clusters Score -357220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -357220.812500 Penalty: 795.617859
	Iteration 56Q: 3 clusters Score -357220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -357220.812500 Penalty: 795.617859
	Iteration 57F: 3 clusters Score -357220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Entering Unmasked Estep 
Score: -3614618.000000 Penalty: 499.737427
	Iteration 0F: 2 clusters Score -3614618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3575609.500000 Penalty: 999.474854
	Iteration 0F: 3 clusters Score -3575610 nChanged 28599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3595678.000000 Penalty: 999.474854
	Iteration 1F: 3 clusters Score -3595678 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -3598955.000000 Penalty: 999.474854
	Iteration 2F: 3 clusters Score -3598955 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -3602861.000000 Penalty: 999.474854
	Iteration 3F: 3 clusters Score -3602861 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -3606272.500000 Penalty: 999.474854
	Iteration 4F: 3 clusters Score -3606272 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -3608522.250000 Penalty: 999.474854
	Iteration 5F: 3 clusters Score -3608522 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -3609599.500000 Penalty: 999.474854
	Iteration 6Q: 3 clusters Score -3609600 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -3610041.750000 Penalty: 999.474854
	Iteration 7Q: 3 clusters Score -3610042 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -3610294.000000 Penalty: 999.474854
	Iteration 8Q: 3 clusters Score -3610294 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -3610543.750000 Penalty: 999.474854
	Iteration 9Q: 3 clusters Score -3610544 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -3610726.250000 Penalty: 999.474854
	Iteration 10Q: 3 clusters Score -3610726 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -3610890.250000 Penalty: 999.474854
	Iteration 11Q: 3 clusters Score -3610890 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -3611032.000000 Penalty: 999.474854
	Iteration 12Q: 3 clusters Score -3611032 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -3611209.500000 Penalty: 999.474854
	Iteration 13Q: 3 clusters Score -3611210 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -3611365.750000 Penalty: 999.474854
	Iteration 14Q: 3 clusters Score -3611366 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -3611542.250000 Penalty: 999.474854
	Iteration 15Q: 3 clusters Score -3611542 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -3611732.750000 Penalty: 999.474854
	Iteration 16Q: 3 clusters Score -3611733 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -3611887.000000 Penalty: 999.474854
	Iteration 17Q: 3 clusters Score -3611887 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -3612020.750000 Penalty: 999.474854
	Iteration 18Q: 3 clusters Score -3612021 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -3612170.000000 Penalty: 999.474854
	Iteration 19Q: 3 clusters Score -3612170 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -3612277.750000 Penalty: 999.474854
	Iteration 20F: 3 clusters Score -3612278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -3612398.000000 Penalty: 999.474854
	Iteration 21Q: 3 clusters Score -3612398 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -3612502.500000 Penalty: 999.474854
	Iteration 22Q: 3 clusters Score -3612502 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -3612617.250000 Penalty: 999.474854
	Iteration 23Q: 3 clusters Score -3612617 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -3612744.000000 Penalty: 999.474854
	Iteration 24Q: 3 clusters Score -3612744 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -3612855.250000 Penalty: 999.474854
	Iteration 25Q: 3 clusters Score -3612855 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -3612963.250000 Penalty: 999.474854
	Iteration 26Q: 3 clusters Score -3612963 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -3613058.000000 Penalty: 999.474854
	Iteration 27Q: 3 clusters Score -3613058 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -3613138.750000 Penalty: 999.474854
	Iteration 28Q: 3 clusters Score -3613139 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -3613217.000000 Penalty: 999.474854
	Iteration 29Q: 3 clusters Score -3613217 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -3613298.250000 Penalty: 999.474854
	Iteration 30Q: 3 clusters Score -3613298 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -3613364.750000 Penalty: 999.474854
	Iteration 31Q: 3 clusters Score -3613365 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -3613438.750000 Penalty: 999.474854
	Iteration 32Q: 3 clusters Score -3613439 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -3613498.000000 Penalty: 999.474854
	Iteration 33Q: 3 clusters Score -3613498 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -3613533.500000 Penalty: 999.474854
	Iteration 34Q: 3 clusters Score -3613534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -3613558.750000 Penalty: 999.474854
	Iteration 35Q: 3 clusters Score -3613559 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -3613576.500000 Penalty: 999.474854
	Iteration 36Q: 3 clusters Score -3613576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -3613599.250000 Penalty: 999.474854
	Iteration 37Q: 3 clusters Score -3613599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -3613630.000000 Penalty: 999.474854
	Iteration 38Q: 3 clusters Score -3613630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -3613672.750000 Penalty: 999.474854
	Iteration 39Q: 3 clusters Score -3613673 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -3613719.250000 Penalty: 999.474854
	Iteration 40F: 3 clusters Score -3613719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -3613756.000000 Penalty: 999.474854
	Iteration 41Q: 3 clusters Score -3613756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -3613766.000000 Penalty: 999.474854
	Iteration 42Q: 3 clusters Score -3613766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -3613795.250000 Penalty: 999.474854
	Iteration 43Q: 3 clusters Score -3613795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -3613813.250000 Penalty: 999.474854
	Iteration 44Q: 3 clusters Score -3613813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -3613828.750000 Penalty: 999.474854
	Iteration 45Q: 3 clusters Score -3613829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -3613839.500000 Penalty: 999.474854
	Iteration 46Q: 3 clusters Score -3613840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -3613854.500000 Penalty: 999.474854
	Iteration 47Q: 3 clusters Score -3613854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -3613871.750000 Penalty: 999.474854
	Iteration 48Q: 3 clusters Score -3613872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -3613882.750000 Penalty: 999.474854
	Iteration 49Q: 3 clusters Score -3613883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -3613898.000000 Penalty: 999.474854
	Iteration 50Q: 3 clusters Score -3613898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -3613910.500000 Penalty: 999.474854
	Iteration 51Q: 3 clusters Score -3613910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -3613919.250000 Penalty: 999.474854
	Iteration 52Q: 3 clusters Score -3613919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -3613925.250000 Penalty: 999.474854
	Iteration 53Q: 3 clusters Score -3613925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -3613927.000000 Penalty: 999.474854
	Iteration 54Q: 3 clusters Score -3613927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -3613937.750000 Penalty: 999.474854
	Iteration 55Q: 3 clusters Score -3613938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -3613943.000000 Penalty: 999.474854
	Iteration 56Q: 3 clusters Score -3613943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -3613951.000000 Penalty: 999.474854
	Iteration 57Q: 3 clusters Score -3613951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -3613957.000000 Penalty: 999.474854
	Iteration 58Q: 3 clusters Score -3613957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -3613966.250000 Penalty: 999.474854
	Iteration 59Q: 3 clusters Score -3613966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -3613982.750000 Penalty: 999.474854
	Iteration 60F: 3 clusters Score -3613983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -3613995.250000 Penalty: 999.474854
	Iteration 61Q: 3 clusters Score -3613995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -3614004.000000 Penalty: 999.474854
	Iteration 62Q: 3 clusters Score -3614004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -3614022.250000 Penalty: 999.474854
	Iteration 63Q: 3 clusters Score -3614022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -3614030.500000 Penalty: 999.474854
	Iteration 64Q: 3 clusters Score -3614030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -3614035.500000 Penalty: 999.474854
	Iteration 65Q: 3 clusters Score -3614036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -3614042.750000 Penalty: 999.474854
	Iteration 66Q: 3 clusters Score -3614043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -3614064.500000 Penalty: 999.474854
	Iteration 67Q: 3 clusters Score -3614064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -3614071.000000 Penalty: 999.474854
	Iteration 68Q: 3 clusters Score -3614071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -3614073.750000 Penalty: 999.474854
	Iteration 69Q: 3 clusters Score -3614074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -3614088.500000 Penalty: 999.474854
	Iteration 70Q: 3 clusters Score -3614088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -3614098.500000 Penalty: 999.474854
	Iteration 71Q: 3 clusters Score -3614098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -3614114.000000 Penalty: 999.474854
	Iteration 72Q: 3 clusters Score -3614114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -3614128.250000 Penalty: 999.474854
	Iteration 73Q: 3 clusters Score -3614128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -3614131.750000 Penalty: 999.474854
	Iteration 74Q: 3 clusters Score -3614132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -3614144.000000 Penalty: 999.474854
	Iteration 75Q: 3 clusters Score -3614144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -3614173.000000 Penalty: 999.474854
	Iteration 76Q: 3 clusters Score -3614173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -3614190.500000 Penalty: 999.474854
	Iteration 77Q: 3 clusters Score -3614190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -3614209.000000 Penalty: 999.474854
	Iteration 78Q: 3 clusters Score -3614209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -3614226.250000 Penalty: 999.474854
	Iteration 79Q: 3 clusters Score -3614226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -3614237.250000 Penalty: 999.474854
	Iteration 80F: 3 clusters Score -3614237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -3614246.000000 Penalty: 999.474854
	Iteration 81Q: 3 clusters Score -3614246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -3614250.750000 Penalty: 999.474854
	Iteration 82Q: 3 clusters Score -3614251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -3614258.500000 Penalty: 999.474854
	Iteration 83Q: 3 clusters Score -3614258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -3614260.000000 Penalty: 999.474854
	Iteration 84Q: 3 clusters Score -3614260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -3614261.750000 Penalty: 999.474854
	Iteration 85Q: 3 clusters Score -3614262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -3614264.750000 Penalty: 999.474854
	Iteration 86Q: 3 clusters Score -3614265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -3614269.500000 Penalty: 999.474854
	Iteration 87Q: 3 clusters Score -3614270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -3614266.000000 Penalty: 999.474854
	Iteration 88Q: 3 clusters Score -3614266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -3614268.000000 Penalty: 999.474854
	Iteration 89Q: 3 clusters Score -3614268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -3614267.250000 Penalty: 999.474854
	Iteration 90Q: 3 clusters Score -3614267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -3614265.250000 Penalty: 999.474854
	Iteration 91Q: 3 clusters Score -3614265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -3614266.000000 Penalty: 999.474854
	Iteration 92Q: 3 clusters Score -3614266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -3614267.750000 Penalty: 999.474854
	Iteration 93Q: 3 clusters Score -3614268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -3614267.750000 Penalty: 999.474854
	Iteration 94F: 3 clusters Score -3614268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -55322.523438 Penalty: 322.370422
	Iteration 0F: 2 clusters Score -55322.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -54590.089844 Penalty: 644.740845
	Iteration 0F: 3 clusters Score -54590.09 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -57228.695312 Penalty: 644.740845
	Iteration 1F: 3 clusters Score -57228.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -58711.355469 Penalty: 644.740845
	Iteration 2F: 3 clusters Score -58711.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -59345.863281 Penalty: 644.740845
	Iteration 3F: 3 clusters Score -59345.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -60037.902344 Penalty: 644.740845
	Iteration 4Q: 3 clusters Score -60037.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60334.214844 Penalty: 644.740845
	Iteration 5Q: 3 clusters Score -60334.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -60335.605469 Penalty: 644.740845
	Iteration 6Q: 3 clusters Score -60335.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -60335.605469 Penalty: 644.740845
	Iteration 7F: 3 clusters Score -60335.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 267139 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 2879 members 
Entering Unmasked Estep 
Score: -23053936.000000 Penalty: 11169.758789
Splitting cluster 14 changes total score from -23041922.000000 to -23053936.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 15 (40096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Entering Unmasked Estep 
Score: -2247058.000000 Penalty: 482.255920
	Iteration 0F: 2 clusters Score -2247058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2220098.500000 Penalty: 964.511841
	Iteration 0F: 3 clusters Score -2220098 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2231420.000000 Penalty: 964.511841
	Iteration 1F: 3 clusters Score -2231420 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2231949.000000 Penalty: 964.511841
	Iteration 2Q: 3 clusters Score -2231949 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2232711.000000 Penalty: 964.511841
	Iteration 3Q: 3 clusters Score -2232711 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2233910.500000 Penalty: 964.511841
	Iteration 4F: 3 clusters Score -2233910 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2235700.000000 Penalty: 964.511841
	Iteration 5F: 3 clusters Score -2235700 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -2238234.750000 Penalty: 964.511841
	Iteration 6F: 3 clusters Score -2238235 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -2241175.000000 Penalty: 964.511841
	Iteration 7F: 3 clusters Score -2241175 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -2243818.750000 Penalty: 964.511841
	Iteration 8F: 3 clusters Score -2243819 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -2245444.500000 Penalty: 964.511841
	Iteration 9Q: 3 clusters Score -2245444 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -2246025.500000 Penalty: 964.511841
	Iteration 10Q: 3 clusters Score -2246026 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -2246225.250000 Penalty: 964.511841
	Iteration 11Q: 3 clusters Score -2246225 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -2246360.500000 Penalty: 964.511841
	Iteration 12Q: 3 clusters Score -2246360 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -2246457.000000 Penalty: 964.511841
	Iteration 13Q: 3 clusters Score -2246457 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -2246533.500000 Penalty: 964.511841
	Iteration 14Q: 3 clusters Score -2246534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -2246588.000000 Penalty: 964.511841
	Iteration 15Q: 3 clusters Score -2246588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -2246632.250000 Penalty: 964.511841
	Iteration 16Q: 3 clusters Score -2246632 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -2246670.250000 Penalty: 964.511841
	Iteration 17Q: 3 clusters Score -2246670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -2246691.500000 Penalty: 964.511841
	Iteration 18Q: 3 clusters Score -2246692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -2246709.000000 Penalty: 964.511841
	Iteration 19Q: 3 clusters Score -2246709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -2246718.000000 Penalty: 964.511841
	Iteration 20F: 3 clusters Score -2246718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -2246720.750000 Penalty: 964.511841
	Iteration 21Q: 3 clusters Score -2246721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -2246723.000000 Penalty: 964.511841
	Iteration 22Q: 3 clusters Score -2246723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -2246724.750000 Penalty: 964.511841
	Iteration 23Q: 3 clusters Score -2246725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -2246731.000000 Penalty: 964.511841
	Iteration 24Q: 3 clusters Score -2246731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -2246734.750000 Penalty: 964.511841
	Iteration 25Q: 3 clusters Score -2246735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -2246745.750000 Penalty: 964.511841
	Iteration 26Q: 3 clusters Score -2246746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -2246754.750000 Penalty: 964.511841
	Iteration 27Q: 3 clusters Score -2246755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -2246759.250000 Penalty: 964.511841
	Iteration 28Q: 3 clusters Score -2246759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -2246760.750000 Penalty: 964.511841
	Iteration 29Q: 3 clusters Score -2246761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -2246764.750000 Penalty: 964.511841
	Iteration 30Q: 3 clusters Score -2246765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -2246774.750000 Penalty: 964.511841
	Iteration 31Q: 3 clusters Score -2246775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -2246781.250000 Penalty: 964.511841
	Iteration 32Q: 3 clusters Score -2246781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -2246785.250000 Penalty: 964.511841
	Iteration 33Q: 3 clusters Score -2246785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -2246789.000000 Penalty: 964.511841
	Iteration 34Q: 3 clusters Score -2246789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -2246791.500000 Penalty: 964.511841
	Iteration 35Q: 3 clusters Score -2246792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -2246795.250000 Penalty: 964.511841
	Iteration 36Q: 3 clusters Score -2246795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -2246794.000000 Penalty: 964.511841
	Iteration 37Q: 3 clusters Score -2246794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -2246795.500000 Penalty: 964.511841
	Iteration 38Q: 3 clusters Score -2246796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -2246793.500000 Penalty: 964.511841
	Iteration 39Q: 3 clusters Score -2246794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -2246794.000000 Penalty: 964.511841
	Iteration 40F: 3 clusters Score -2246794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -2246803.750000 Penalty: 964.511841
	Iteration 41Q: 3 clusters Score -2246804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -2246799.750000 Penalty: 964.511841
	Iteration 42Q: 3 clusters Score -2246800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -2246803.500000 Penalty: 964.511841
	Iteration 43Q: 3 clusters Score -2246804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -2246806.750000 Penalty: 964.511841
	Iteration 44Q: 3 clusters Score -2246807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -2246806.500000 Penalty: 964.511841
	Iteration 45Q: 3 clusters Score -2246806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -2246809.250000 Penalty: 964.511841
	Iteration 46Q: 3 clusters Score -2246809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -2246806.000000 Penalty: 964.511841
	Iteration 47Q: 3 clusters Score -2246806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -2246802.000000 Penalty: 964.511841
	Iteration 48Q: 3 clusters Score -2246802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -2246803.250000 Penalty: 964.511841
	Iteration 49Q: 3 clusters Score -2246803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -2246808.750000 Penalty: 964.511841
	Iteration 50Q: 3 clusters Score -2246809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -2246806.500000 Penalty: 964.511841
	Iteration 51Q: 3 clusters Score -2246806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -2246811.250000 Penalty: 964.511841
	Iteration 52Q: 3 clusters Score -2246811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -2246809.000000 Penalty: 964.511841
	Iteration 53Q: 3 clusters Score -2246809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -2246811.250000 Penalty: 964.511841
	Iteration 54Q: 3 clusters Score -2246811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -2246811.750000 Penalty: 964.511841
	Iteration 55Q: 3 clusters Score -2246812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -2246809.500000 Penalty: 964.511841
	Iteration 56Q: 3 clusters Score -2246810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -2246816.250000 Penalty: 964.511841
	Iteration 57Q: 3 clusters Score -2246816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -2246818.250000 Penalty: 964.511841
	Iteration 58Q: 3 clusters Score -2246818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -2246816.250000 Penalty: 964.511841
	Iteration 59Q: 3 clusters Score -2246816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -2246816.000000 Penalty: 964.511841
	Iteration 60F: 3 clusters Score -2246816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -2246814.750000 Penalty: 964.511841
	Iteration 61Q: 3 clusters Score -2246815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -2246821.750000 Penalty: 964.511841
	Iteration 62Q: 3 clusters Score -2246822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -2246818.000000 Penalty: 964.511841
	Iteration 63Q: 3 clusters Score -2246818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -2246821.000000 Penalty: 964.511841
	Iteration 64Q: 3 clusters Score -2246821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -2246824.250000 Penalty: 964.511841
	Iteration 65Q: 3 clusters Score -2246824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -2246822.750000 Penalty: 964.511841
	Iteration 66Q: 3 clusters Score -2246823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -2246824.000000 Penalty: 964.511841
	Iteration 67Q: 3 clusters Score -2246824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -2246829.750000 Penalty: 964.511841
	Iteration 68Q: 3 clusters Score -2246830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -2246830.750000 Penalty: 964.511841
	Iteration 69Q: 3 clusters Score -2246831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -2246834.500000 Penalty: 964.511841
	Iteration 70Q: 3 clusters Score -2246834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -2246834.000000 Penalty: 964.511841
	Iteration 71Q: 3 clusters Score -2246834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -2246833.500000 Penalty: 964.511841
	Iteration 72Q: 3 clusters Score -2246834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -2246831.500000 Penalty: 964.511841
	Iteration 73Q: 3 clusters Score -2246832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -2246829.500000 Penalty: 964.511841
	Iteration 74Q: 3 clusters Score -2246830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -2246830.250000 Penalty: 964.511841
	Iteration 75Q: 3 clusters Score -2246830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -2246830.250000 Penalty: 964.511841
	Iteration 76Q: 3 clusters Score -2246830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -2246829.500000 Penalty: 964.511841
	Iteration 77Q: 3 clusters Score -2246830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -2246829.500000 Penalty: 964.511841
	Iteration 78F: 3 clusters Score -2246830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -418826.250000 Penalty: 404.881866
	Iteration 0F: 2 clusters Score -418826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -413916.156250 Penalty: 809.763733
	Iteration 0F: 3 clusters Score -413916.2 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -415814.343750 Penalty: 809.763733
	Iteration 1F: 3 clusters Score -415814.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -416015.781250 Penalty: 809.763733
	Iteration 2F: 3 clusters Score -416015.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -416234.125000 Penalty: 809.763733
	Iteration 3F: 3 clusters Score -416234.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -416489.125000 Penalty: 809.763733
	Iteration 4F: 3 clusters Score -416489.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -416807.187500 Penalty: 809.763733
	Iteration 5F: 3 clusters Score -416807.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -417148.312500 Penalty: 809.763733
	Iteration 6F: 3 clusters Score -417148.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -417494.718750 Penalty: 809.763733
	Iteration 7Q: 3 clusters Score -417494.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -417776.093750 Penalty: 809.763733
	Iteration 8Q: 3 clusters Score -417776.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -417964.406250 Penalty: 809.763733
	Iteration 9Q: 3 clusters Score -417964.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -418070.187500 Penalty: 809.763733
	Iteration 10Q: 3 clusters Score -418070.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -418146.656250 Penalty: 809.763733
	Iteration 11Q: 3 clusters Score -418146.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -418214.031250 Penalty: 809.763733
	Iteration 12Q: 3 clusters Score -418214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -418286.312500 Penalty: 809.763733
	Iteration 13Q: 3 clusters Score -418286.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -418335.687500 Penalty: 809.763733
	Iteration 14Q: 3 clusters Score -418335.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -418378.687500 Penalty: 809.763733
	Iteration 15Q: 3 clusters Score -418378.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -418412.343750 Penalty: 809.763733
	Iteration 16Q: 3 clusters Score -418412.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -418446.718750 Penalty: 809.763733
	Iteration 17Q: 3 clusters Score -418446.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -418480.437500 Penalty: 809.763733
	Iteration 18Q: 3 clusters Score -418480.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -418507.218750 Penalty: 809.763733
	Iteration 19Q: 3 clusters Score -418507.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -418522.906250 Penalty: 809.763733
	Iteration 20F: 3 clusters Score -418522.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -418533.562500 Penalty: 809.763733
	Iteration 21Q: 3 clusters Score -418533.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -418542.812500 Penalty: 809.763733
	Iteration 22Q: 3 clusters Score -418542.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -418550.437500 Penalty: 809.763733
	Iteration 23Q: 3 clusters Score -418550.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -418554.312500 Penalty: 809.763733
	Iteration 24Q: 3 clusters Score -418554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -418555.687500 Penalty: 809.763733
	Iteration 25Q: 3 clusters Score -418555.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -418558.625000 Penalty: 809.763733
	Iteration 26Q: 3 clusters Score -418558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -418560.406250 Penalty: 809.763733
	Iteration 27Q: 3 clusters Score -418560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -418563.468750 Penalty: 809.763733
	Iteration 28Q: 3 clusters Score -418563.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -418567.312500 Penalty: 809.763733
	Iteration 29Q: 3 clusters Score -418567.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -418570.562500 Penalty: 809.763733
	Iteration 30Q: 3 clusters Score -418570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -418572.937500 Penalty: 809.763733
	Iteration 31Q: 3 clusters Score -418572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -418574.406250 Penalty: 809.763733
	Iteration 32Q: 3 clusters Score -418574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -418575.250000 Penalty: 809.763733
	Iteration 33Q: 3 clusters Score -418575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -418575.687500 Penalty: 809.763733
	Iteration 34Q: 3 clusters Score -418575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -418576.125000 Penalty: 809.763733
	Iteration 35Q: 3 clusters Score -418576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -418576.656250 Penalty: 809.763733
	Iteration 36Q: 3 clusters Score -418576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -418577.562500 Penalty: 809.763733
	Iteration 37Q: 3 clusters Score -418577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -418578.000000 Penalty: 809.763733
	Iteration 38Q: 3 clusters Score -418578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -418580.218750 Penalty: 809.763733
	Iteration 39Q: 3 clusters Score -418580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -418580.281250 Penalty: 809.763733
	Iteration 40F: 3 clusters Score -418580.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -380793.687500 Penalty: 404.356781
	Iteration 0F: 2 clusters Score -380793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -375945.125000 Penalty: 808.713562
	Iteration 0F: 3 clusters Score -375945.1 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -378045.437500 Penalty: 808.713562
	Iteration 1F: 3 clusters Score -378045.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -378600.656250 Penalty: 808.713562
	Iteration 2F: 3 clusters Score -378600.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -379321.437500 Penalty: 808.713562
	Iteration 3F: 3 clusters Score -379321.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -379957.375000 Penalty: 808.713562
	Iteration 4F: 3 clusters Score -379957.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -380365.500000 Penalty: 808.713562
	Iteration 5F: 3 clusters Score -380365.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -380630.437500 Penalty: 808.713562
	Iteration 6Q: 3 clusters Score -380630.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -380773.750000 Penalty: 808.713562
	Iteration 7Q: 3 clusters Score -380773.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -380846.843750 Penalty: 808.713562
	Iteration 8Q: 3 clusters Score -380846.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -380898.718750 Penalty: 808.713562
	Iteration 9Q: 3 clusters Score -380898.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -380935.093750 Penalty: 808.713562
	Iteration 10Q: 3 clusters Score -380935.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -380958.937500 Penalty: 808.713562
	Iteration 11Q: 3 clusters Score -380958.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -380976.531250 Penalty: 808.713562
	Iteration 12Q: 3 clusters Score -380976.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -380985.812500 Penalty: 808.713562
	Iteration 13Q: 3 clusters Score -380985.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -380993.000000 Penalty: 808.713562
	Iteration 14Q: 3 clusters Score -380993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -380993.437500 Penalty: 808.713562
	Iteration 15Q: 3 clusters Score -380993.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -380994.343750 Penalty: 808.713562
	Iteration 16Q: 3 clusters Score -380994.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -380995.656250 Penalty: 808.713562
	Iteration 17Q: 3 clusters Score -380995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -380997.593750 Penalty: 808.713562
	Iteration 18Q: 3 clusters Score -380997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -380997.000000 Penalty: 808.713562
	Iteration 19Q: 3 clusters Score -380997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -380997.093750 Penalty: 808.713562
	Iteration 20F: 3 clusters Score -380997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -380998.000000 Penalty: 808.713562
	Iteration 21Q: 3 clusters Score -380998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -380998.750000 Penalty: 808.713562
	Iteration 22Q: 3 clusters Score -380998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -380999.375000 Penalty: 808.713562
	Iteration 23Q: 3 clusters Score -380999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -380999.187500 Penalty: 808.713562
	Iteration 24Q: 3 clusters Score -380999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -380999.000000 Penalty: 808.713562
	Iteration 25Q: 3 clusters Score -380999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -381000.125000 Penalty: 808.713562
	Iteration 26Q: 3 clusters Score -381000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -381000.343750 Penalty: 808.713562
	Iteration 27Q: 3 clusters Score -381000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -381000.031250 Penalty: 808.713562
	Iteration 28Q: 3 clusters Score -381000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -380999.437500 Penalty: 808.713562
	Iteration 29Q: 3 clusters Score -380999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -381000.000000 Penalty: 808.713562
	Iteration 30Q: 3 clusters Score -381000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -381000.000000 Penalty: 808.713562
	Iteration 31F: 3 clusters Score -381000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 267139 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 605 members 
Entering Unmasked Estep 
Score: -23053914.000000 Penalty: 11757.640625
Splitting cluster 18 changes total score from -23041922.000000 to -23053914.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -150650.203125 Penalty: 362.416534
	Iteration 0F: 2 clusters Score -150650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -148692.453125 Penalty: 724.833069
	Iteration 0F: 3 clusters Score -148692.5 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -149456.859375 Penalty: 724.833069
	Iteration 1F: 3 clusters Score -149456.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -149546.625000 Penalty: 724.833069
	Iteration 2F: 3 clusters Score -149546.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -149639.218750 Penalty: 724.833069
	Iteration 3F: 3 clusters Score -149639.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -149727.046875 Penalty: 724.833069
	Iteration 4Q: 3 clusters Score -149727 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -149815.703125 Penalty: 724.833069
	Iteration 5F: 3 clusters Score -149815.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -149881.187500 Penalty: 724.833069
	Iteration 6Q: 3 clusters Score -149881.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -149921.203125 Penalty: 724.833069
	Iteration 7Q: 3 clusters Score -149921.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -149956.921875 Penalty: 724.833069
	Iteration 8Q: 3 clusters Score -149956.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -149994.578125 Penalty: 724.833069
	Iteration 9Q: 3 clusters Score -149994.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -150045.546875 Penalty: 724.833069
	Iteration 10Q: 3 clusters Score -150045.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -150095.859375 Penalty: 724.833069
	Iteration 11Q: 3 clusters Score -150095.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150130.578125 Penalty: 724.833069
	Iteration 12Q: 3 clusters Score -150130.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150156.718750 Penalty: 724.833069
	Iteration 13Q: 3 clusters Score -150156.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -150179.281250 Penalty: 724.833069
	Iteration 14Q: 3 clusters Score -150179.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -150202.281250 Penalty: 724.833069
	Iteration 15Q: 3 clusters Score -150202.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -150219.203125 Penalty: 724.833069
	Iteration 16Q: 3 clusters Score -150219.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -150250.515625 Penalty: 724.833069
	Iteration 17Q: 3 clusters Score -150250.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -150290.359375 Penalty: 724.833069
	Iteration 18Q: 3 clusters Score -150290.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -150339.796875 Penalty: 724.833069
	Iteration 19Q: 3 clusters Score -150339.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -150381.359375 Penalty: 724.833069
	Iteration 20F: 3 clusters Score -150381.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -150412.109375 Penalty: 724.833069
	Iteration 21Q: 3 clusters Score -150412.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -150440.656250 Penalty: 724.833069
	Iteration 22Q: 3 clusters Score -150440.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -150455.828125 Penalty: 724.833069
	Iteration 23Q: 3 clusters Score -150455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -150462.359375 Penalty: 724.833069
	Iteration 24Q: 3 clusters Score -150462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -150467.046875 Penalty: 724.833069
	Iteration 25Q: 3 clusters Score -150467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -150467.875000 Penalty: 724.833069
	Iteration 26Q: 3 clusters Score -150467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -150467.875000 Penalty: 724.833069
	Iteration 27F: 3 clusters Score -150467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 267139 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 19 contains 2879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054420.000000 Penalty: 11757.640625
Iteration 39Q: 21 clusters Score -2.305442e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 267032 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 58538 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 40433 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055026.000000 Penalty: 11757.640625
Iteration 40F: 21 clusters Score -2.305503e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 266915 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 6124 members 
Mstep: Class 12 contains 58170 members 
Mstep: Class 13 contains 377 members 
Mstep: Class 14 contains 359 members 
Mstep: Class 15 contains 40848 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 6826 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -2.305521e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1129 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1534 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 266751 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 57833 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 41268 members 
Mstep: Class 16 contains 7468 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 3006 members 
Mstep: Class 20 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 21 clusters Score -2.305529e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 1996 members 
Mstep: Class 6 contains 266608 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 57506 members 
Mstep: Class 13 contains 393 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 41710 members 
Mstep: Class 16 contains 7484 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 6961 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -2.305522e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 266497 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 57169 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 42147 members 
Mstep: Class 16 contains 7508 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7013 members 
Mstep: Class 19 contains 3065 members 
Mstep: Class 20 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -2.305533e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 266413 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 2086 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 56829 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 42534 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7079 members 
Mstep: Class 19 contains 3114 members 
Mstep: Class 20 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 21 clusters Score -2.30554e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 266270 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 3214 members 
Mstep: Class 11 contains 5743 members 
Mstep: Class 12 contains 56499 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 42958 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7148 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -2.305539e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 266154 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 56188 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 43400 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7225 members 
Mstep: Class 19 contains 3198 members 
Mstep: Class 20 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -2.305534e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 266029 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 55852 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 43863 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7300 members 
Mstep: Class 19 contains 3240 members 
Mstep: Class 20 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055364.000000 Penalty: 11757.640625
Iteration 48Q: 21 clusters Score -2.305536e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 265929 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 930 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 5582 members 
Mstep: Class 12 contains 55493 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 44308 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055394.000000 Penalty: 11757.640625
Iteration 49Q: 21 clusters Score -2.305539e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 265817 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 55140 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 44730 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7472 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055412.000000 Penalty: 11757.640625
Iteration 50Q: 21 clusters Score -2.305541e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 265765 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 5509 members 
Mstep: Class 12 contains 54746 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 45150 members 
Mstep: Class 16 contains 7600 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7540 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 20 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055430.000000 Penalty: 11757.640625
Iteration 51Q: 21 clusters Score -2.305543e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 265636 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 1603 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 5477 members 
Mstep: Class 12 contains 54373 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 45585 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055454.000000 Penalty: 11757.640625
Iteration 52Q: 21 clusters Score -2.305545e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 265518 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 53992 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 46023 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7668 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055548.000000 Penalty: 11757.640625
Iteration 53Q: 21 clusters Score -2.305555e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 265363 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 53597 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 46483 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055672.000000 Penalty: 11757.640625
Iteration 54Q: 21 clusters Score -2.305567e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 265284 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 3015 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 53174 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 46890 members 
Mstep: Class 16 contains 7747 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055720.000000 Penalty: 11757.640625
Iteration 55Q: 21 clusters Score -2.305572e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 265208 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 5242 members 
Mstep: Class 12 contains 52752 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 47284 members 
Mstep: Class 16 contains 7793 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7779 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -2.305596e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 265098 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 5164 members 
Mstep: Class 12 contains 52315 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 47708 members 
Mstep: Class 16 contains 7839 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -2.305622e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 265070 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 51808 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 48113 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -2.305636e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 265078 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 51294 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 48461 members 
Mstep: Class 16 contains 7899 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 21 clusters Score -2.305634e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 6 contains 265085 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 50773 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 48836 members 
Mstep: Class 16 contains 7922 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 21 clusters Score -2.30562e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 265148 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 875 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 50263 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 49141 members 
Mstep: Class 16 contains 7934 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -2.305622e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 265212 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 49767 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 49441 members 
Mstep: Class 16 contains 7949 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -2.305606e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 265259 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 49321 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 49723 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8102 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 1032 members 
Entering Unmasked Estep 
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Score: -23056038.000000 Penalty: 11757.640625
Iteration 63Q: 21 clusters Score -2.305604e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 265338 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 48891 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 49962 members 
Mstep: Class 16 contains 7937 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055844.000000 Penalty: 11757.640625
Iteration 64Q: 21 clusters Score -2.305584e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2611 members 
Mstep: Class 6 contains 265443 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 48458 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 50181 members 
Mstep: Class 16 contains 7928 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 3747 members 
Mstep: Class 20 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055780.000000 Penalty: 11757.640625
Iteration 65Q: 21 clusters Score -2.305578e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 265560 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 48059 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 50384 members 
Mstep: Class 16 contains 7908 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8278 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055708.000000 Penalty: 11757.640625
Iteration 66Q: 21 clusters Score -2.305571e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 265693 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 3066 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 47658 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 50565 members 
Mstep: Class 16 contains 7875 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8344 members 
Mstep: Class 19 contains 3795 members 
Mstep: Class 20 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055584.000000 Penalty: 11757.640625
Iteration 67Q: 21 clusters Score -2.305558e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 265794 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 47258 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 50775 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 3811 members 
Mstep: Class 20 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055554.000000 Penalty: 11757.640625
Iteration 68Q: 21 clusters Score -2.305555e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 265915 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 46852 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 50957 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8459 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055338.000000 Penalty: 11757.640625
Iteration 69Q: 21 clusters Score -2.305534e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2730 members 
Mstep: Class 6 contains 266001 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 46462 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 51152 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055144.000000 Penalty: 11757.640625
Iteration 70Q: 21 clusters Score -2.305514e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 266065 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 46096 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 51364 members 
Mstep: Class 16 contains 7761 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8552 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054942.000000 Penalty: 11757.640625
Iteration 71Q: 21 clusters Score -2.305494e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 266151 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 4299 members 
Mstep: Class 12 contains 45725 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 51539 members 
Mstep: Class 16 contains 7747 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8609 members 
Mstep: Class 19 contains 3865 members 
Mstep: Class 20 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054780.000000 Penalty: 11757.640625
Iteration 72Q: 21 clusters Score -2.305478e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 266176 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 45394 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 51704 members 
Mstep: Class 16 contains 7731 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8664 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054672.000000 Penalty: 11757.640625
Iteration 73Q: 21 clusters Score -2.305467e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 266165 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 3138 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 12 contains 45076 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 51898 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8720 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054560.000000 Penalty: 11757.640625
Iteration 74Q: 21 clusters Score -2.305456e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 266174 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 3142 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 44780 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 52073 members 
Mstep: Class 16 contains 7695 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8785 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054494.000000 Penalty: 11757.640625
Iteration 75Q: 21 clusters Score -2.305449e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 266195 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 4164 members 
Mstep: Class 12 contains 44503 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 52227 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8855 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054458.000000 Penalty: 11757.640625
Iteration 76Q: 21 clusters Score -2.305446e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 266230 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 4110 members 
Mstep: Class 12 contains 44234 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 52378 members 
Mstep: Class 16 contains 7655 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8924 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054370.000000 Penalty: 11757.640625
Iteration 77Q: 21 clusters Score -2.305437e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 266269 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 43940 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 52560 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054250.000000 Penalty: 11757.640625
Iteration 78Q: 21 clusters Score -2.305425e+07 nChanged 732
Entering ConstructFrom: 
Score: -23054250.000000 Penalty: 11757.640625
Entering ConstructFrom: 
Trying to split cluster 1 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -53034.847656 Penalty: 311.873138
	Iteration 0F: 2 clusters Score -53034.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -52245.191406 Penalty: 623.746277
	Iteration 0F: 3 clusters Score -52245.19 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52495.894531 Penalty: 623.746277
	Iteration 1F: 3 clusters Score -52495.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52558.613281 Penalty: 623.746277
	Iteration 2F: 3 clusters Score -52558.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52611.792969 Penalty: 623.746277
	Iteration 3F: 3 clusters Score -52611.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52654.347656 Penalty: 623.746277
	Iteration 4Q: 3 clusters Score -52654.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52696.523438 Penalty: 623.746277
	Iteration 5Q: 3 clusters Score -52696.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52731.992188 Penalty: 623.746277
	Iteration 6Q: 3 clusters Score -52731.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52754.960938 Penalty: 623.746277
	Iteration 7Q: 3 clusters Score -52754.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52777.175781 Penalty: 623.746277
	Iteration 8Q: 3 clusters Score -52777.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52822.707031 Penalty: 623.746277
	Iteration 9Q: 3 clusters Score -52822.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52895.773438 Penalty: 623.746277
	Iteration 10Q: 3 clusters Score -52895.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52940.347656 Penalty: 623.746277
	Iteration 11Q: 3 clusters Score -52940.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52971.101562 Penalty: 623.746277
	Iteration 12Q: 3 clusters Score -52971.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52982.257812 Penalty: 623.746277
	Iteration 13Q: 3 clusters Score -52982.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52984.660156 Penalty: 623.746277
	Iteration 14Q: 3 clusters Score -52984.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52985.445312 Penalty: 623.746277
	Iteration 15Q: 3 clusters Score -52985.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52985.445312 Penalty: 623.746277
	Iteration 16F: 3 clusters Score -52985.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -67152.250000 Penalty: 322.141205
	Iteration 0F: 2 clusters Score -67152.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -66211.906250 Penalty: 644.282410
	Iteration 0F: 3 clusters Score -66211.91 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66502.367188 Penalty: 644.282410
	Iteration 1F: 3 clusters Score -66502.37 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -66597.023438 Penalty: 644.282410
	Iteration 2F: 3 clusters Score -66597.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -66681.062500 Penalty: 644.282410
	Iteration 3F: 3 clusters Score -66681.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -66718.312500 Penalty: 644.282410
	Iteration 4Q: 3 clusters Score -66718.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -66751.882812 Penalty: 644.282410
	Iteration 5Q: 3 clusters Score -66751.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66774.867188 Penalty: 644.282410
	Iteration 6Q: 3 clusters Score -66774.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -66790.640625 Penalty: 644.282410
	Iteration 7Q: 3 clusters Score -66790.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -66800.257812 Penalty: 644.282410
	Iteration 8Q: 3 clusters Score -66800.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66810.742188 Penalty: 644.282410
	Iteration 9Q: 3 clusters Score -66810.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66818.109375 Penalty: 644.282410
	Iteration 10Q: 3 clusters Score -66818.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66821.476562 Penalty: 644.282410
	Iteration 11Q: 3 clusters Score -66821.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66823.257812 Penalty: 644.282410
	Iteration 12Q: 3 clusters Score -66823.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -66824.132812 Penalty: 644.282410
	Iteration 13Q: 3 clusters Score -66824.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -66825.304688 Penalty: 644.282410
	Iteration 14Q: 3 clusters Score -66825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66825.914062 Penalty: 644.282410
	Iteration 15Q: 3 clusters Score -66825.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -66826.601562 Penalty: 644.282410
	Iteration 16Q: 3 clusters Score -66826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66827.125000 Penalty: 644.282410
	Iteration 17Q: 3 clusters Score -66827.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66827.617188 Penalty: 644.282410
	Iteration 18Q: 3 clusters Score -66827.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66827.617188 Penalty: 644.282410
	Iteration 19F: 3 clusters Score -66827.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -7790.664551 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -7790.665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7584.562500 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -7584.562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7703.692383 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -7703.692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7834.692871 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -7834.693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7876.911133 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -7876.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7909.415039 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -7909.415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7922.196777 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -7922.197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7930.180664 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -7930.181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7930.180664 Penalty: 467.891388
	Iteration 7F: 3 clusters Score -7930.181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 131 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 40 members 
Entering Unmasked Estep 
Score: -23053974.000000 Penalty: 12345.523438
Splitting cluster 3 changes total score from -23054250.000000 to -23053974.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -83128.640625 Penalty: 332.048462
	Iteration 0F: 2 clusters Score -83128.64 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 762 members 
Entering Unmasked Estep 
Score: -82032.132812 Penalty: 664.096924
	Iteration 0F: 3 clusters Score -82032.13 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -82356.164062 Penalty: 664.096924
	Iteration 1F: 3 clusters Score -82356.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -82418.109375 Penalty: 664.096924
	Iteration 2F: 3 clusters Score -82418.11 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -82484.093750 Penalty: 664.096924
	Iteration 3F: 3 clusters Score -82484.09 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -82558.015625 Penalty: 664.096924
	Iteration 4F: 3 clusters Score -82558.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -82618.109375 Penalty: 664.096924
	Iteration 5F: 3 clusters Score -82618.11 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -82691.921875 Penalty: 664.096924
	Iteration 6F: 3 clusters Score -82691.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -82761.539062 Penalty: 664.096924
	Iteration 7Q: 3 clusters Score -82761.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -82804.242188 Penalty: 664.096924
	Iteration 8Q: 3 clusters Score -82804.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -82840.507812 Penalty: 664.096924
	Iteration 9Q: 3 clusters Score -82840.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -82880.343750 Penalty: 664.096924
	Iteration 10Q: 3 clusters Score -82880.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -82897.328125 Penalty: 664.096924
	Iteration 11Q: 3 clusters Score -82897.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -82904.757812 Penalty: 664.096924
	Iteration 12Q: 3 clusters Score -82904.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -82914.023438 Penalty: 664.096924
	Iteration 13Q: 3 clusters Score -82914.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -82917.718750 Penalty: 664.096924
	Iteration 14Q: 3 clusters Score -82917.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -82924.523438 Penalty: 664.096924
	Iteration 15Q: 3 clusters Score -82924.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -82931.640625 Penalty: 664.096924
	Iteration 16Q: 3 clusters Score -82931.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -82934.703125 Penalty: 664.096924
	Iteration 17Q: 3 clusters Score -82934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -82939.687500 Penalty: 664.096924
	Iteration 18Q: 3 clusters Score -82939.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -82948.812500 Penalty: 664.096924
	Iteration 19Q: 3 clusters Score -82948.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -82949.406250 Penalty: 664.096924
	Iteration 20F: 3 clusters Score -82949.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -82951.320312 Penalty: 664.096924
	Iteration 21Q: 3 clusters Score -82951.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -82951.320312 Penalty: 664.096924
	Iteration 22F: 3 clusters Score -82951.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -198273.687500 Penalty: 368.196899
	Iteration 0F: 2 clusters Score -198273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -195977.015625 Penalty: 736.393799
	Iteration 0F: 3 clusters Score -195977 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -196793.531250 Penalty: 736.393799
	Iteration 1F: 3 clusters Score -196793.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -196887.734375 Penalty: 736.393799
	Iteration 2F: 3 clusters Score -196887.7 nChanged 179
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: -196977.562500 Penalty: 736.393799
	Iteration 3F: 3 clusters Score -196977.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -197076.593750 Penalty: 736.393799
	Iteration 4F: 3 clusters Score -197076.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -197188.375000 Penalty: 736.393799
	Iteration 5F: 3 clusters Score -197188.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -197323.453125 Penalty: 736.393799
	Iteration 6F: 3 clusters Score -197323.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -197488.484375 Penalty: 736.393799
	Iteration 7F: 3 clusters Score -197488.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -197629.593750 Penalty: 736.393799
	Iteration 8Q: 3 clusters Score -197629.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -197760.859375 Penalty: 736.393799
	Iteration 9Q: 3 clusters Score -197760.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -197819.843750 Penalty: 736.393799
	Iteration 10Q: 3 clusters Score -197819.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -197852.515625 Penalty: 736.393799
	Iteration 11Q: 3 clusters Score -197852.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -197875.093750 Penalty: 736.393799
	Iteration 12Q: 3 clusters Score -197875.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -197885.531250 Penalty: 736.393799
	Iteration 13Q: 3 clusters Score -197885.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197895.078125 Penalty: 736.393799
	Iteration 14Q: 3 clusters Score -197895.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -197905.515625 Penalty: 736.393799
	Iteration 15Q: 3 clusters Score -197905.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197912.140625 Penalty: 736.393799
	Iteration 16Q: 3 clusters Score -197912.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -197915.531250 Penalty: 736.393799
	Iteration 17Q: 3 clusters Score -197915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -197917.281250 Penalty: 736.393799
	Iteration 18Q: 3 clusters Score -197917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -197918.203125 Penalty: 736.393799
	Iteration 19Q: 3 clusters Score -197918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -197920.328125 Penalty: 736.393799
	Iteration 20F: 3 clusters Score -197920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -197921.531250 Penalty: 736.393799
	Iteration 21Q: 3 clusters Score -197921.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -197923.859375 Penalty: 736.393799
	Iteration 22Q: 3 clusters Score -197923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -197925.078125 Penalty: 736.393799
	Iteration 23Q: 3 clusters Score -197925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -197927.812500 Penalty: 736.393799
	Iteration 24Q: 3 clusters Score -197927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -197930.078125 Penalty: 736.393799
	Iteration 25Q: 3 clusters Score -197930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -197933.156250 Penalty: 736.393799
	Iteration 26Q: 3 clusters Score -197933.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -197939.250000 Penalty: 736.393799
	Iteration 27Q: 3 clusters Score -197939.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -197945.000000 Penalty: 736.393799
	Iteration 28Q: 3 clusters Score -197945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -197948.546875 Penalty: 736.393799
	Iteration 29Q: 3 clusters Score -197948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -197949.984375 Penalty: 736.393799
	Iteration 30Q: 3 clusters Score -197950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -197950.718750 Penalty: 736.393799
	Iteration 31Q: 3 clusters Score -197950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -197951.593750 Penalty: 736.393799
	Iteration 32Q: 3 clusters Score -197951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -197952.000000 Penalty: 736.393799
	Iteration 33Q: 3 clusters Score -197952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -197952.187500 Penalty: 736.393799
	Iteration 34Q: 3 clusters Score -197952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -197952.187500 Penalty: 736.393799
	Iteration 35F: 3 clusters Score -197952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (266297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266297 members 
Entering Unmasked Estep 
Score: -15521669.000000 Penalty: 568.402710
	Iteration 0F: 2 clusters Score -1.552167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -15370485.000000 Penalty: 1136.805420
	Iteration 0F: 3 clusters Score -1.537048e+07 nChanged 131543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132072 members 
Mstep: Class 2 contains 134225 members 
Entering Unmasked Estep 
Score: -15461933.000000 Penalty: 1136.805420
	Iteration 1F: 3 clusters Score -1.546193e+07 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136291 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -15473765.000000 Penalty: 1136.805420
	Iteration 2F: 3 clusters Score -1.547376e+07 nChanged 18754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -15486778.000000 Penalty: 1136.805420
	Iteration 3F: 3 clusters Score -1.548678e+07 nChanged 16754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150363 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -15495215.000000 Penalty: 1136.805420
	Iteration 4F: 3 clusters Score -1.549522e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -15498418.000000 Penalty: 1136.805420
	Iteration 5Q: 3 clusters Score -1.549842e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169150 members 
Mstep: Class 2 contains 97147 members 
Entering Unmasked Estep 
Score: -15499510.000000 Penalty: 1136.805420
	Iteration 6Q: 3 clusters Score -1.549951e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178746 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -15500298.000000 Penalty: 1136.805420
	Iteration 7Q: 3 clusters Score -1.55003e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188147 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -15500751.000000 Penalty: 1136.805420
	Iteration 8Q: 3 clusters Score -1.550075e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196596 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -15501927.000000 Penalty: 1136.805420
	Iteration 9Q: 3 clusters Score -1.550193e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204151 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -15503863.000000 Penalty: 1136.805420
	Iteration 10Q: 3 clusters Score -1.550386e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210660 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -15504982.000000 Penalty: 1136.805420
	Iteration 11Q: 3 clusters Score -1.550498e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216505 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -15506429.000000 Penalty: 1136.805420
	Iteration 12Q: 3 clusters Score -1.550643e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221675 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -15507351.000000 Penalty: 1136.805420
	Iteration 13Q: 3 clusters Score -1.550735e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226192 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -15508183.000000 Penalty: 1136.805420
	Iteration 14Q: 3 clusters Score -1.550818e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -15509165.000000 Penalty: 1136.805420
	Iteration 15Q: 3 clusters Score -1.550916e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233469 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -15509848.000000 Penalty: 1136.805420
	Iteration 16Q: 3 clusters Score -1.550985e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236472 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -15510453.000000 Penalty: 1136.805420
	Iteration 17Q: 3 clusters Score -1.551045e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239143 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -15511187.000000 Penalty: 1136.805420
	Iteration 18Q: 3 clusters Score -1.551119e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241556 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -15512117.000000 Penalty: 1136.805420
	Iteration 19Q: 3 clusters Score -1.551212e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243771 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -15513964.000000 Penalty: 1136.805420
	Iteration 20F: 3 clusters Score -1.551396e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246216 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -15515151.000000 Penalty: 1136.805420
	Iteration 21Q: 3 clusters Score -1.551515e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248274 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -15516090.000000 Penalty: 1136.805420
	Iteration 22Q: 3 clusters Score -1.551609e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250043 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -15516630.000000 Penalty: 1136.805420
	Iteration 23Q: 3 clusters Score -1.551663e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251501 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -15516944.000000 Penalty: 1136.805420
	Iteration 24Q: 3 clusters Score -1.551694e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252749 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -15517357.000000 Penalty: 1136.805420
	Iteration 25Q: 3 clusters Score -1.551736e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253824 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -15517590.000000 Penalty: 1136.805420
	Iteration 26Q: 3 clusters Score -1.551759e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254786 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -15517901.000000 Penalty: 1136.805420
	Iteration 27Q: 3 clusters Score -1.55179e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255627 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -15518202.000000 Penalty: 1136.805420
	Iteration 28Q: 3 clusters Score -1.55182e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256380 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -15518432.000000 Penalty: 1136.805420
	Iteration 29Q: 3 clusters Score -1.551843e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257068 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -15518736.000000 Penalty: 1136.805420
	Iteration 30Q: 3 clusters Score -1.551874e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257768 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -15518854.000000 Penalty: 1136.805420
	Iteration 31Q: 3 clusters Score -1.551885e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258372 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -15519195.000000 Penalty: 1136.805420
	Iteration 32Q: 3 clusters Score -1.55192e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258921 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -15519640.000000 Penalty: 1136.805420
	Iteration 33Q: 3 clusters Score -1.551964e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259446 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -15520061.000000 Penalty: 1136.805420
	Iteration 34Q: 3 clusters Score -1.552006e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259939 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -15520457.000000 Penalty: 1136.805420
	Iteration 35Q: 3 clusters Score -1.552046e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260437 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -15520778.000000 Penalty: 1136.805420
	Iteration 36Q: 3 clusters Score -1.552078e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260883 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -15520700.000000 Penalty: 1136.805420
	Iteration 37Q: 3 clusters Score -1.55207e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261276 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -15520882.000000 Penalty: 1136.805420
	Iteration 38Q: 3 clusters Score -1.552088e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261637 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -15521045.000000 Penalty: 1136.805420
	Iteration 39Q: 3 clusters Score -1.552104e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261996 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -15521081.000000 Penalty: 1136.805420
	Iteration 40F: 3 clusters Score -1.552108e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262337 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -15521126.000000 Penalty: 1136.805420
	Iteration 41Q: 3 clusters Score -1.552113e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262704 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -15521251.000000 Penalty: 1136.805420
	Iteration 42Q: 3 clusters Score -1.552125e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263025 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -15521352.000000 Penalty: 1136.805420
	Iteration 43Q: 3 clusters Score -1.552135e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263318 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -15521448.000000 Penalty: 1136.805420
	Iteration 44Q: 3 clusters Score -1.552145e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263596 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -15521472.000000 Penalty: 1136.805420
	Iteration 45Q: 3 clusters Score -1.552147e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263844 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15521489.000000 Penalty: 1136.805420
	Iteration 46Q: 3 clusters Score -1.552149e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264075 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -15521497.000000 Penalty: 1136.805420
	Iteration 47Q: 3 clusters Score -1.55215e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264269 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -15521459.000000 Penalty: 1136.805420
	Iteration 48Q: 3 clusters Score -1.552146e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264442 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15521418.000000 Penalty: 1136.805420
	Iteration 49Q: 3 clusters Score -1.552142e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264612 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15521494.000000 Penalty: 1136.805420
	Iteration 50Q: 3 clusters Score -1.552149e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264746 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -15521529.000000 Penalty: 1136.805420
	Iteration 51Q: 3 clusters Score -1.552153e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264855 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15521518.000000 Penalty: 1136.805420
	Iteration 52Q: 3 clusters Score -1.552152e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264956 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15521517.000000 Penalty: 1136.805420
	Iteration 53Q: 3 clusters Score -1.552152e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265056 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15521542.000000 Penalty: 1136.805420
	Iteration 54Q: 3 clusters Score -1.552154e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265126 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -15521536.000000 Penalty: 1136.805420
	Iteration 55Q: 3 clusters Score -1.552154e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265184 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -15521550.000000 Penalty: 1136.805420
	Iteration 56Q: 3 clusters Score -1.552155e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265241 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -15521587.000000 Penalty: 1136.805420
	Iteration 57Q: 3 clusters Score -1.552159e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265281 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15521598.000000 Penalty: 1136.805420
	Iteration 58Q: 3 clusters Score -1.55216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265312 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15521625.000000 Penalty: 1136.805420
	Iteration 59Q: 3 clusters Score -1.552162e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265351 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -15521624.000000 Penalty: 1136.805420
	Iteration 60F: 3 clusters Score -1.552162e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265369 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15521615.000000 Penalty: 1136.805420
	Iteration 61Q: 3 clusters Score -1.552162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265385 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15521605.000000 Penalty: 1136.805420
	Iteration 62Q: 3 clusters Score -1.55216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265397 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15521585.000000 Penalty: 1136.805420
	Iteration 63Q: 3 clusters Score -1.552158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265405 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15521583.000000 Penalty: 1136.805420
	Iteration 64Q: 3 clusters Score -1.552158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265410 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15521587.000000 Penalty: 1136.805420
	Iteration 65Q: 3 clusters Score -1.552159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265420 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -15521579.000000 Penalty: 1136.805420
	Iteration 66Q: 3 clusters Score -1.552158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265429 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15521570.000000 Penalty: 1136.805420
	Iteration 67Q: 3 clusters Score -1.552157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265435 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15521564.000000 Penalty: 1136.805420
	Iteration 68Q: 3 clusters Score -1.552156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265436 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15521559.000000 Penalty: 1136.805420
	Iteration 69Q: 3 clusters Score -1.552156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265437 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15521557.000000 Penalty: 1136.805420
	Iteration 70Q: 3 clusters Score -1.552156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265439 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15521558.000000 Penalty: 1136.805420
	Iteration 71Q: 3 clusters Score -1.552156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265443 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15521572.000000 Penalty: 1136.805420
	Iteration 72Q: 3 clusters Score -1.552157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265446 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15521571.000000 Penalty: 1136.805420
	Iteration 73Q: 3 clusters Score -1.552157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265451 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -15521584.000000 Penalty: 1136.805420
	Iteration 74Q: 3 clusters Score -1.552158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265457 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -15521580.000000 Penalty: 1136.805420
	Iteration 75Q: 3 clusters Score -1.552158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265464 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -15521583.000000 Penalty: 1136.805420
	Iteration 76Q: 3 clusters Score -1.552158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265467 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -15521583.000000 Penalty: 1136.805420
	Iteration 77Q: 3 clusters Score -1.552158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265467 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -15521583.000000 Penalty: 1136.805420
	Iteration 78F: 3 clusters Score -1.552158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -96667.296875 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -96667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -95383.156250 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -95383.16 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95831.585938 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -95831.59 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -95915.820312 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -95915.82 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -96002.117188 Penalty: 678.799805
	Iteration 3F: 3 clusters Score -96002.12 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96096.195312 Penalty: 678.799805
	Iteration 4F: 3 clusters Score -96096.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96175.250000 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -96175.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96239.179688 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -96239.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96289.492188 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -96289.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96320.570312 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -96320.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96338.617188 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -96338.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96353.976562 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -96353.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96372.187500 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -96372.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96395.140625 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -96395.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96415.593750 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -96415.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -96425.929688 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -96425.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -96437.906250 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -96437.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -96445.960938 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -96445.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -96451.812500 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -96451.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -96457.757812 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -96457.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -96461.140625 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -96461.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -96462.984375 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -96462.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96465.101562 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -96465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -96466.968750 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -96466.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -96469.195312 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -96469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -96470.460938 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -96470.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -96471.421875 Penalty: 678.799805
	Iteration 25Q: 3 clusters Score -96471.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -96472.492188 Penalty: 678.799805
	Iteration 26Q: 3 clusters Score -96472.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -96473.617188 Penalty: 678.799805
	Iteration 27Q: 3 clusters Score -96473.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -96474.718750 Penalty: 678.799805
	Iteration 28Q: 3 clusters Score -96474.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -96477.500000 Penalty: 678.799805
	Iteration 29Q: 3 clusters Score -96477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -96479.085938 Penalty: 678.799805
	Iteration 30Q: 3 clusters Score -96479.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -96479.523438 Penalty: 678.799805
	Iteration 31Q: 3 clusters Score -96479.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -96479.945312 Penalty: 678.799805
	Iteration 32Q: 3 clusters Score -96479.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -96480.195312 Penalty: 678.799805
	Iteration 33Q: 3 clusters Score -96480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -96480.656250 Penalty: 678.799805
	Iteration 34Q: 3 clusters Score -96480.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -96480.789062 Penalty: 678.799805
	Iteration 35Q: 3 clusters Score -96480.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -96481.125000 Penalty: 678.799805
	Iteration 36Q: 3 clusters Score -96481.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -96483.375000 Penalty: 678.799805
	Iteration 37Q: 3 clusters Score -96483.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -96485.476562 Penalty: 678.799805
	Iteration 38Q: 3 clusters Score -96485.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -96488.906250 Penalty: 678.799805
	Iteration 39Q: 3 clusters Score -96488.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -96496.414062 Penalty: 678.799805
	Iteration 40F: 3 clusters Score -96496.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -96499.117188 Penalty: 678.799805
	Iteration 41Q: 3 clusters Score -96499.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -96499.843750 Penalty: 678.799805
	Iteration 42Q: 3 clusters Score -96499.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -96500.343750 Penalty: 678.799805
	Iteration 43Q: 3 clusters Score -96500.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -96500.343750 Penalty: 678.799805
	Iteration 44F: 3 clusters Score -96500.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -162636.328125 Penalty: 358.144653
	Iteration 0F: 2 clusters Score -162636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -160785.609375 Penalty: 716.289307
	Iteration 0F: 3 clusters Score -160785.6 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161469.125000 Penalty: 716.289307
	Iteration 1F: 3 clusters Score -161469.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -161664.328125 Penalty: 716.289307
	Iteration 2F: 3 clusters Score -161664.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161870.359375 Penalty: 716.289307
	Iteration 3F: 3 clusters Score -161870.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162030.437500 Penalty: 716.289307
	Iteration 4F: 3 clusters Score -162030.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162164.734375 Penalty: 716.289307
	Iteration 5F: 3 clusters Score -162164.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -162255.281250 Penalty: 716.289307
	Iteration 6Q: 3 clusters Score -162255.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162316.437500 Penalty: 716.289307
	Iteration 7Q: 3 clusters Score -162316.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -162346.718750 Penalty: 716.289307
	Iteration 8Q: 3 clusters Score -162346.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -162363.750000 Penalty: 716.289307
	Iteration 9Q: 3 clusters Score -162363.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -162370.250000 Penalty: 716.289307
	Iteration 10Q: 3 clusters Score -162370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -162373.875000 Penalty: 716.289307
	Iteration 11Q: 3 clusters Score -162373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -162375.296875 Penalty: 716.289307
	Iteration 12Q: 3 clusters Score -162375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -162375.562500 Penalty: 716.289307
	Iteration 13Q: 3 clusters Score -162375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -162377.234375 Penalty: 716.289307
	Iteration 14Q: 3 clusters Score -162377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -162379.125000 Penalty: 716.289307
	Iteration 15Q: 3 clusters Score -162379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -162381.984375 Penalty: 716.289307
	Iteration 16Q: 3 clusters Score -162382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -162386.953125 Penalty: 716.289307
	Iteration 17Q: 3 clusters Score -162387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -162390.765625 Penalty: 716.289307
	Iteration 18Q: 3 clusters Score -162390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -162391.828125 Penalty: 716.289307
	Iteration 19Q: 3 clusters Score -162391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -162392.265625 Penalty: 716.289307
	Iteration 20F: 3 clusters Score -162392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -162392.296875 Penalty: 716.289307
	Iteration 21Q: 3 clusters Score -162392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -162392.515625 Penalty: 716.289307
	Iteration 22Q: 3 clusters Score -162392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -162393.046875 Penalty: 716.289307
	Iteration 23Q: 3 clusters Score -162393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -162393.015625 Penalty: 716.289307
	Iteration 24Q: 3 clusters Score -162393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -162393.015625 Penalty: 716.289307
	Iteration 25Q: 3 clusters Score -162393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -162393.546875 Penalty: 716.289307
	Iteration 26Q: 3 clusters Score -162393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -162393.765625 Penalty: 716.289307
	Iteration 27Q: 3 clusters Score -162393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -162394.218750 Penalty: 716.289307
	Iteration 28Q: 3 clusters Score -162394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -162394.218750 Penalty: 716.289307
	Iteration 29F: 3 clusters Score -162394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -49085.218750 Penalty: 307.966431
	Iteration 0F: 2 clusters Score -49085.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48422.042969 Penalty: 615.932861
	Iteration 0F: 3 clusters Score -48422.04 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48976.027344 Penalty: 615.932861
	Iteration 1F: 3 clusters Score -48976.03 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49186.972656 Penalty: 615.932861
	Iteration 2F: 3 clusters Score -49186.97 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49400.523438 Penalty: 615.932861
	Iteration 3F: 3 clusters Score -49400.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -49517.078125 Penalty: 615.932861
	Iteration 4F: 3 clusters Score -49517.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -49562.585938 Penalty: 615.932861
	Iteration 5Q: 3 clusters Score -49562.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -49572.097656 Penalty: 615.932861
	Iteration 6Q: 3 clusters Score -49572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -49577.203125 Penalty: 615.932861
	Iteration 7Q: 3 clusters Score -49577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -49582.507812 Penalty: 615.932861
	Iteration 8Q: 3 clusters Score -49582.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -49582.507812 Penalty: 615.932861
	Iteration 9F: 3 clusters Score -49582.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 62 members 
Entering Unmasked Estep 
Score: -23054396.000000 Penalty: 12345.523438
Splitting cluster 9 changes total score from -23054250.000000 to -23054396.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -178999.031250 Penalty: 366.625092
	Iteration 0F: 2 clusters Score -178999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -176747.187500 Penalty: 733.250183
	Iteration 0F: 3 clusters Score -176747.2 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -177603.671875 Penalty: 733.250183
	Iteration 1F: 3 clusters Score -177603.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -177758.718750 Penalty: 733.250183
	Iteration 2F: 3 clusters Score -177758.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -177956.546875 Penalty: 733.250183
	Iteration 3F: 3 clusters Score -177956.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -178201.265625 Penalty: 733.250183
	Iteration 4F: 3 clusters Score -178201.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -178433.187500 Penalty: 733.250183
	Iteration 5F: 3 clusters Score -178433.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -178587.156250 Penalty: 733.250183
	Iteration 6Q: 3 clusters Score -178587.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -178684.562500 Penalty: 733.250183
	Iteration 7Q: 3 clusters Score -178684.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -178725.718750 Penalty: 733.250183
	Iteration 8Q: 3 clusters Score -178725.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -178754.140625 Penalty: 733.250183
	Iteration 9Q: 3 clusters Score -178754.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -178761.953125 Penalty: 733.250183
	Iteration 10Q: 3 clusters Score -178762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -178767.656250 Penalty: 733.250183
	Iteration 11Q: 3 clusters Score -178767.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -178773.484375 Penalty: 733.250183
	Iteration 12Q: 3 clusters Score -178773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -178776.390625 Penalty: 733.250183
	Iteration 13Q: 3 clusters Score -178776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -178777.828125 Penalty: 733.250183
	Iteration 14Q: 3 clusters Score -178777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -178777.968750 Penalty: 733.250183
	Iteration 15Q: 3 clusters Score -178778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -178777.968750 Penalty: 733.250183
	Iteration 16F: 3 clusters Score -178778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -232426.984375 Penalty: 377.276764
	Iteration 0F: 2 clusters Score -232427 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 2023 members 
Entering Unmasked Estep 
Score: -229713.234375 Penalty: 754.553528
	Iteration 0F: 3 clusters Score -229713.2 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -230728.546875 Penalty: 754.553528
	Iteration 1F: 3 clusters Score -230728.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -230857.125000 Penalty: 754.553528
	Iteration 2F: 3 clusters Score -230857.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -230956.171875 Penalty: 754.553528
	Iteration 3F: 3 clusters Score -230956.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -231069.671875 Penalty: 754.553528
	Iteration 4F: 3 clusters Score -231069.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -231214.656250 Penalty: 754.553528
	Iteration 5F: 3 clusters Score -231214.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -231354.375000 Penalty: 754.553528
	Iteration 6Q: 3 clusters Score -231354.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -231478.703125 Penalty: 754.553528
	Iteration 7Q: 3 clusters Score -231478.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -231562.484375 Penalty: 754.553528
	Iteration 8Q: 3 clusters Score -231562.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -231619.703125 Penalty: 754.553528
	Iteration 9Q: 3 clusters Score -231619.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -231674.750000 Penalty: 754.553528
	Iteration 10Q: 3 clusters Score -231674.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -231712.437500 Penalty: 754.553528
	Iteration 11Q: 3 clusters Score -231712.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -231746.500000 Penalty: 754.553528
	Iteration 12Q: 3 clusters Score -231746.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -231768.312500 Penalty: 754.553528
	Iteration 13Q: 3 clusters Score -231768.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -231789.484375 Penalty: 754.553528
	Iteration 14Q: 3 clusters Score -231789.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -231809.515625 Penalty: 754.553528
	Iteration 15Q: 3 clusters Score -231809.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -231825.750000 Penalty: 754.553528
	Iteration 16Q: 3 clusters Score -231825.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -231843.250000 Penalty: 754.553528
	Iteration 17Q: 3 clusters Score -231843.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -231854.750000 Penalty: 754.553528
	Iteration 18Q: 3 clusters Score -231854.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -231861.937500 Penalty: 754.553528
	Iteration 19Q: 3 clusters Score -231861.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -231867.421875 Penalty: 754.553528
	Iteration 20F: 3 clusters Score -231867.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -231871.984375 Penalty: 754.553528
	Iteration 21Q: 3 clusters Score -231872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -231875.890625 Penalty: 754.553528
	Iteration 22Q: 3 clusters Score -231875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -231881.250000 Penalty: 754.553528
	Iteration 23Q: 3 clusters Score -231881.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -231887.250000 Penalty: 754.553528
	Iteration 24Q: 3 clusters Score -231887.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -231893.515625 Penalty: 754.553528
	Iteration 25Q: 3 clusters Score -231893.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -231901.875000 Penalty: 754.553528
	Iteration 26Q: 3 clusters Score -231901.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -231909.343750 Penalty: 754.553528
	Iteration 27Q: 3 clusters Score -231909.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -231916.250000 Penalty: 754.553528
	Iteration 28Q: 3 clusters Score -231916.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -231922.203125 Penalty: 754.553528
	Iteration 29Q: 3 clusters Score -231922.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -231928.234375 Penalty: 754.553528
	Iteration 30Q: 3 clusters Score -231928.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -231933.171875 Penalty: 754.553528
	Iteration 31Q: 3 clusters Score -231933.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -231937.796875 Penalty: 754.553528
	Iteration 32Q: 3 clusters Score -231937.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -231941.656250 Penalty: 754.553528
	Iteration 33Q: 3 clusters Score -231941.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -231945.843750 Penalty: 754.553528
	Iteration 34Q: 3 clusters Score -231945.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -231951.687500 Penalty: 754.553528
	Iteration 35Q: 3 clusters Score -231951.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -231958.406250 Penalty: 754.553528
	Iteration 36Q: 3 clusters Score -231958.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -231962.437500 Penalty: 754.553528
	Iteration 37Q: 3 clusters Score -231962.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -231964.484375 Penalty: 754.553528
	Iteration 38Q: 3 clusters Score -231964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -231966.140625 Penalty: 754.553528
	Iteration 39Q: 3 clusters Score -231966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -231968.171875 Penalty: 754.553528
	Iteration 40F: 3 clusters Score -231968.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -231969.046875 Penalty: 754.553528
	Iteration 41Q: 3 clusters Score -231969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -231970.593750 Penalty: 754.553528
	Iteration 42Q: 3 clusters Score -231970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -231971.578125 Penalty: 754.553528
	Iteration 43Q: 3 clusters Score -231971.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -231974.468750 Penalty: 754.553528
	Iteration 44Q: 3 clusters Score -231974.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -231978.828125 Penalty: 754.553528
	Iteration 45Q: 3 clusters Score -231978.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -231981.843750 Penalty: 754.553528
	Iteration 46Q: 3 clusters Score -231981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -231983.250000 Penalty: 754.553528
	Iteration 47Q: 3 clusters Score -231983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -231983.343750 Penalty: 754.553528
	Iteration 48Q: 3 clusters Score -231983.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -231986.328125 Penalty: 754.553528
	Iteration 49Q: 3 clusters Score -231986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -231988.046875 Penalty: 754.553528
	Iteration 50Q: 3 clusters Score -231988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -231992.937500 Penalty: 754.553528
	Iteration 51Q: 3 clusters Score -231992.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -231994.437500 Penalty: 754.553528
	Iteration 52Q: 3 clusters Score -231994.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -231997.671875 Penalty: 754.553528
	Iteration 53Q: 3 clusters Score -231997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -231999.921875 Penalty: 754.553528
	Iteration 54Q: 3 clusters Score -231999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -232005.046875 Penalty: 754.553528
	Iteration 55Q: 3 clusters Score -232005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -232008.906250 Penalty: 754.553528
	Iteration 56Q: 3 clusters Score -232008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -232010.000000 Penalty: 754.553528
	Iteration 57Q: 3 clusters Score -232010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -232011.890625 Penalty: 754.553528
	Iteration 58Q: 3 clusters Score -232011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -232014.906250 Penalty: 754.553528
	Iteration 59Q: 3 clusters Score -232014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -232017.093750 Penalty: 754.553528
	Iteration 60F: 3 clusters Score -232017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -232019.546875 Penalty: 754.553528
	Iteration 61Q: 3 clusters Score -232019.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -232022.281250 Penalty: 754.553528
	Iteration 62Q: 3 clusters Score -232022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -232027.421875 Penalty: 754.553528
	Iteration 63Q: 3 clusters Score -232027.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -232033.250000 Penalty: 754.553528
	Iteration 64Q: 3 clusters Score -232033.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -232039.125000 Penalty: 754.553528
	Iteration 65Q: 3 clusters Score -232039.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -232046.250000 Penalty: 754.553528
	Iteration 66Q: 3 clusters Score -232046.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -232055.265625 Penalty: 754.553528
	Iteration 67Q: 3 clusters Score -232055.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -232063.875000 Penalty: 754.553528
	Iteration 68Q: 3 clusters Score -232063.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -232067.921875 Penalty: 754.553528
	Iteration 69Q: 3 clusters Score -232067.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -232071.750000 Penalty: 754.553528
	Iteration 70Q: 3 clusters Score -232071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -232072.312500 Penalty: 754.553528
	Iteration 71Q: 3 clusters Score -232072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -232072.953125 Penalty: 754.553528
	Iteration 72Q: 3 clusters Score -232073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -232073.484375 Penalty: 754.553528
	Iteration 73Q: 3 clusters Score -232073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -232073.531250 Penalty: 754.553528
	Iteration 74Q: 3 clusters Score -232073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -232073.796875 Penalty: 754.553528
	Iteration 75Q: 3 clusters Score -232073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -232073.796875 Penalty: 754.553528
	Iteration 76F: 3 clusters Score -232073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Entering Unmasked Estep 
Score: -2703096.000000 Penalty: 486.155548
	Iteration 0F: 2 clusters Score -2703096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2674004.250000 Penalty: 972.311096
	Iteration 0F: 3 clusters Score -2674004 nChanged 21115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2686788.000000 Penalty: 972.311096
	Iteration 1F: 3 clusters Score -2686788 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2687593.750000 Penalty: 972.311096
	Iteration 2Q: 3 clusters Score -2687594 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2688671.750000 Penalty: 972.311096
	Iteration 3F: 3 clusters Score -2688672 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2690360.250000 Penalty: 972.311096
	Iteration 4F: 3 clusters Score -2690360 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -2692688.500000 Penalty: 972.311096
	Iteration 5F: 3 clusters Score -2692688 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -2695188.250000 Penalty: 972.311096
	Iteration 6F: 3 clusters Score -2695188 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2696903.750000 Penalty: 972.311096
	Iteration 7F: 3 clusters Score -2696904 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -2697681.250000 Penalty: 972.311096
	Iteration 8Q: 3 clusters Score -2697681 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -2698071.750000 Penalty: 972.311096
	Iteration 9Q: 3 clusters Score -2698072 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -2698397.250000 Penalty: 972.311096
	Iteration 10Q: 3 clusters Score -2698397 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -2698704.500000 Penalty: 972.311096
	Iteration 11Q: 3 clusters Score -2698704 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -2699042.500000 Penalty: 972.311096
	Iteration 12Q: 3 clusters Score -2699042 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -2699372.750000 Penalty: 972.311096
	Iteration 13Q: 3 clusters Score -2699373 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -2699653.750000 Penalty: 972.311096
	Iteration 14Q: 3 clusters Score -2699654 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -2699921.750000 Penalty: 972.311096
	Iteration 15Q: 3 clusters Score -2699922 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -2700135.000000 Penalty: 972.311096
	Iteration 16Q: 3 clusters Score -2700135 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -2700329.000000 Penalty: 972.311096
	Iteration 17Q: 3 clusters Score -2700329 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -2700539.250000 Penalty: 972.311096
	Iteration 18Q: 3 clusters Score -2700539 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -2700756.500000 Penalty: 972.311096
	Iteration 19Q: 3 clusters Score -2700756 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -2700941.500000 Penalty: 972.311096
	Iteration 20F: 3 clusters Score -2700942 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -2701107.750000 Penalty: 972.311096
	Iteration 21Q: 3 clusters Score -2701108 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -2701284.000000 Penalty: 972.311096
	Iteration 22Q: 3 clusters Score -2701284 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -2701455.000000 Penalty: 972.311096
	Iteration 23Q: 3 clusters Score -2701455 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -2701590.250000 Penalty: 972.311096
	Iteration 24Q: 3 clusters Score -2701590 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -2701734.750000 Penalty: 972.311096
	Iteration 25Q: 3 clusters Score -2701735 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -2701850.000000 Penalty: 972.311096
	Iteration 26Q: 3 clusters Score -2701850 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -2701947.250000 Penalty: 972.311096
	Iteration 27Q: 3 clusters Score -2701947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -2702042.000000 Penalty: 972.311096
	Iteration 28Q: 3 clusters Score -2702042 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -2702129.000000 Penalty: 972.311096
	Iteration 29Q: 3 clusters Score -2702129 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -2702201.250000 Penalty: 972.311096
	Iteration 30Q: 3 clusters Score -2702201 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -2702287.000000 Penalty: 972.311096
	Iteration 31Q: 3 clusters Score -2702287 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -2702364.750000 Penalty: 972.311096
	Iteration 32Q: 3 clusters Score -2702365 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -2702442.750000 Penalty: 972.311096
	Iteration 33Q: 3 clusters Score -2702443 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -2702510.250000 Penalty: 972.311096
	Iteration 34Q: 3 clusters Score -2702510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -2702571.750000 Penalty: 972.311096
	Iteration 35Q: 3 clusters Score -2702572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -2702610.500000 Penalty: 972.311096
	Iteration 36Q: 3 clusters Score -2702610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -2702635.000000 Penalty: 972.311096
	Iteration 37Q: 3 clusters Score -2702635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -2702662.500000 Penalty: 972.311096
	Iteration 38Q: 3 clusters Score -2702662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -2702686.750000 Penalty: 972.311096
	Iteration 39Q: 3 clusters Score -2702687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -2702708.250000 Penalty: 972.311096
	Iteration 40F: 3 clusters Score -2702708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -2702730.500000 Penalty: 972.311096
	Iteration 41Q: 3 clusters Score -2702730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -2702736.500000 Penalty: 972.311096
	Iteration 42Q: 3 clusters Score -2702736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -2702746.500000 Penalty: 972.311096
	Iteration 43Q: 3 clusters Score -2702746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -2702755.750000 Penalty: 972.311096
	Iteration 44Q: 3 clusters Score -2702756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -2702760.500000 Penalty: 972.311096
	Iteration 45Q: 3 clusters Score -2702760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -2702766.250000 Penalty: 972.311096
	Iteration 46Q: 3 clusters Score -2702766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -2702767.500000 Penalty: 972.311096
	Iteration 47Q: 3 clusters Score -2702768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -2702765.500000 Penalty: 972.311096
	Iteration 48Q: 3 clusters Score -2702766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -2702772.500000 Penalty: 972.311096
	Iteration 49Q: 3 clusters Score -2702772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -2702777.500000 Penalty: 972.311096
	Iteration 50Q: 3 clusters Score -2702778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -2702781.750000 Penalty: 972.311096
	Iteration 51Q: 3 clusters Score -2702782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -2702786.500000 Penalty: 972.311096
	Iteration 52Q: 3 clusters Score -2702786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -2702784.250000 Penalty: 972.311096
	Iteration 53Q: 3 clusters Score -2702784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -2702781.000000 Penalty: 972.311096
	Iteration 54Q: 3 clusters Score -2702781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -2702786.500000 Penalty: 972.311096
	Iteration 55Q: 3 clusters Score -2702786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -2702785.000000 Penalty: 972.311096
	Iteration 56Q: 3 clusters Score -2702785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -2702784.750000 Penalty: 972.311096
	Iteration 57Q: 3 clusters Score -2702785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -2702788.750000 Penalty: 972.311096
	Iteration 58Q: 3 clusters Score -2702789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -2702791.250000 Penalty: 972.311096
	Iteration 59Q: 3 clusters Score -2702791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -2702791.500000 Penalty: 972.311096
	Iteration 60F: 3 clusters Score -2702792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -2702790.250000 Penalty: 972.311096
	Iteration 61Q: 3 clusters Score -2702790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -2702790.250000 Penalty: 972.311096
	Iteration 62F: 3 clusters Score -2702790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -19913.890625 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -19913.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19535.953125 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -19535.95 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19825.416016 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -19825.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19940.341797 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -19940.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20010.156250 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -20010.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20043.898438 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -20043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20058.025391 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -20058.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20065.054688 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -20065.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20070.261719 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -20070.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20071.914062 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -20071.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20072.675781 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -20072.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20073.029297 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -20073.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20073.029297 Penalty: 545.450500
	Iteration 11F: 3 clusters Score -20073.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 283 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 62 members 
Mstep: Class 22 contains 118 members 
Entering Unmasked Estep 
Score: -23054230.000000 Penalty: 12933.405273
Splitting cluster 13 changes total score from -23054250.000000 to -23054230.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -15430.303711 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -15430.3 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 176 members 
Entering Unmasked Estep 
Score: -15072.051758 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -15072.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15392.446289 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -15392.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15666.479492 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -15666.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15749.921875 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -15749.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15770.957031 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -15770.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15788.997070 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -15789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15809.998047 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -15810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15846.999023 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -15847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15860.764648 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -15860.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15868.756836 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -15868.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15868.756836 Penalty: 535.887878
	Iteration 10F: 3 clusters Score -15868.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 62 members 
Mstep: Class 22 contains 291 members 
Entering Unmasked Estep 
Score: -23054508.000000 Penalty: 12933.405273
Splitting cluster 14 changes total score from -23054250.000000 to -23054508.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (52723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Entering Unmasked Estep 
Score: -2962068.500000 Penalty: 494.712738
	Iteration 0F: 2 clusters Score -2962068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2926867.750000 Penalty: 989.425476
	Iteration 0F: 3 clusters Score -2926868 nChanged 25588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2942079.750000 Penalty: 989.425476
	Iteration 1F: 3 clusters Score -2942080 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2942853.500000 Penalty: 989.425476
	Iteration 2Q: 3 clusters Score -2942854 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2943939.500000 Penalty: 989.425476
	Iteration 3Q: 3 clusters Score -2943940 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2945699.500000 Penalty: 989.425476
	Iteration 4F: 3 clusters Score -2945700 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2948085.000000 Penalty: 989.425476
	Iteration 5F: 3 clusters Score -2948085 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2950578.750000 Penalty: 989.425476
	Iteration 6F: 3 clusters Score -2950579 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2952116.250000 Penalty: 989.425476
	Iteration 7F: 3 clusters Score -2952116 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2952945.250000 Penalty: 989.425476
	Iteration 8Q: 3 clusters Score -2952945 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2953511.000000 Penalty: 989.425476
	Iteration 9Q: 3 clusters Score -2953511 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2953987.500000 Penalty: 989.425476
	Iteration 10Q: 3 clusters Score -2953988 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2954515.250000 Penalty: 989.425476
	Iteration 11Q: 3 clusters Score -2954515 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2955127.000000 Penalty: 989.425476
	Iteration 12Q: 3 clusters Score -2955127 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2955795.250000 Penalty: 989.425476
	Iteration 13Q: 3 clusters Score -2955795 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2956512.250000 Penalty: 989.425476
	Iteration 14Q: 3 clusters Score -2956512 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2957242.250000 Penalty: 989.425476
	Iteration 15Q: 3 clusters Score -2957242 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2957923.000000 Penalty: 989.425476
	Iteration 16Q: 3 clusters Score -2957923 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2958627.250000 Penalty: 989.425476
	Iteration 17Q: 3 clusters Score -2958627 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2959247.000000 Penalty: 989.425476
	Iteration 18Q: 3 clusters Score -2959247 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2959796.000000 Penalty: 989.425476
	Iteration 19Q: 3 clusters Score -2959796 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2960312.500000 Penalty: 989.425476
	Iteration 20F: 3 clusters Score -2960312 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2960705.250000 Penalty: 989.425476
	Iteration 21Q: 3 clusters Score -2960705 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2961015.000000 Penalty: 989.425476
	Iteration 22Q: 3 clusters Score -2961015 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2961247.750000 Penalty: 989.425476
	Iteration 23Q: 3 clusters Score -2961248 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2961402.000000 Penalty: 989.425476
	Iteration 24Q: 3 clusters Score -2961402 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2961498.750000 Penalty: 989.425476
	Iteration 25Q: 3 clusters Score -2961499 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2961567.000000 Penalty: 989.425476
	Iteration 26Q: 3 clusters Score -2961567 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2961616.500000 Penalty: 989.425476
	Iteration 27Q: 3 clusters Score -2961616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2961649.250000 Penalty: 989.425476
	Iteration 28Q: 3 clusters Score -2961649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2961676.250000 Penalty: 989.425476
	Iteration 29Q: 3 clusters Score -2961676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2961691.750000 Penalty: 989.425476
	Iteration 30Q: 3 clusters Score -2961692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2961705.250000 Penalty: 989.425476
	Iteration 31Q: 3 clusters Score -2961705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2961713.500000 Penalty: 989.425476
	Iteration 32Q: 3 clusters Score -2961714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2961723.000000 Penalty: 989.425476
	Iteration 33Q: 3 clusters Score -2961723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2961728.250000 Penalty: 989.425476
	Iteration 34Q: 3 clusters Score -2961728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2961732.000000 Penalty: 989.425476
	Iteration 35Q: 3 clusters Score -2961732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2961739.000000 Penalty: 989.425476
	Iteration 36Q: 3 clusters Score -2961739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2961743.500000 Penalty: 989.425476
	Iteration 37Q: 3 clusters Score -2961744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2961742.750000 Penalty: 989.425476
	Iteration 38Q: 3 clusters Score -2961743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2961745.000000 Penalty: 989.425476
	Iteration 39Q: 3 clusters Score -2961745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2961745.500000 Penalty: 989.425476
	Iteration 40F: 3 clusters Score -2961746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2961743.750000 Penalty: 989.425476
	Iteration 41Q: 3 clusters Score -2961744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2961749.000000 Penalty: 989.425476
	Iteration 42Q: 3 clusters Score -2961749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2961746.250000 Penalty: 989.425476
	Iteration 43Q: 3 clusters Score -2961746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2961746.250000 Penalty: 989.425476
	Iteration 44F: 3 clusters Score -2961746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -441684.062500 Penalty: 406.643463
	Iteration 0F: 2 clusters Score -441684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -436578.187500 Penalty: 813.286926
	Iteration 0F: 3 clusters Score -436578.2 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -438731.625000 Penalty: 813.286926
	Iteration 1F: 3 clusters Score -438731.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -439036.062500 Penalty: 813.286926
	Iteration 2F: 3 clusters Score -439036.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -439444.812500 Penalty: 813.286926
	Iteration 3F: 3 clusters Score -439444.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -440000.093750 Penalty: 813.286926
	Iteration 4F: 3 clusters Score -440000.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -440487.593750 Penalty: 813.286926
	Iteration 5F: 3 clusters Score -440487.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -440832.093750 Penalty: 813.286926
	Iteration 6Q: 3 clusters Score -440832.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -441050.343750 Penalty: 813.286926
	Iteration 7Q: 3 clusters Score -441050.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -441170.031250 Penalty: 813.286926
	Iteration 8Q: 3 clusters Score -441170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -441243.531250 Penalty: 813.286926
	Iteration 9Q: 3 clusters Score -441243.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -441278.406250 Penalty: 813.286926
	Iteration 10Q: 3 clusters Score -441278.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -441299.718750 Penalty: 813.286926
	Iteration 11Q: 3 clusters Score -441299.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -441323.187500 Penalty: 813.286926
	Iteration 12Q: 3 clusters Score -441323.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -441333.875000 Penalty: 813.286926
	Iteration 13Q: 3 clusters Score -441333.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -441343.843750 Penalty: 813.286926
	Iteration 14Q: 3 clusters Score -441343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -441356.031250 Penalty: 813.286926
	Iteration 15Q: 3 clusters Score -441356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -441366.656250 Penalty: 813.286926
	Iteration 16Q: 3 clusters Score -441366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -441369.343750 Penalty: 813.286926
	Iteration 17Q: 3 clusters Score -441369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -441372.406250 Penalty: 813.286926
	Iteration 18Q: 3 clusters Score -441372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -441372.562500 Penalty: 813.286926
	Iteration 19Q: 3 clusters Score -441372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -441375.343750 Penalty: 813.286926
	Iteration 20F: 3 clusters Score -441375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -441378.000000 Penalty: 813.286926
	Iteration 21Q: 3 clusters Score -441378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -441381.562500 Penalty: 813.286926
	Iteration 22Q: 3 clusters Score -441381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -441383.343750 Penalty: 813.286926
	Iteration 23Q: 3 clusters Score -441383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -441385.375000 Penalty: 813.286926
	Iteration 24Q: 3 clusters Score -441385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -441385.375000 Penalty: 813.286926
	Iteration 25F: 3 clusters Score -441385.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -45698.207031 Penalty: 306.315582
	Iteration 0F: 2 clusters Score -45698.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -44986.417969 Penalty: 612.631165
	Iteration 0F: 3 clusters Score -44986.42 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45270.472656 Penalty: 612.631165
	Iteration 1F: 3 clusters Score -45270.47 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -45439.621094 Penalty: 612.631165
	Iteration 2F: 3 clusters Score -45439.62 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -45571.691406 Penalty: 612.631165
	Iteration 3F: 3 clusters Score -45571.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45674.167969 Penalty: 612.631165
	Iteration 4F: 3 clusters Score -45674.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45726.589844 Penalty: 612.631165
	Iteration 5F: 3 clusters Score -45726.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -45752.601562 Penalty: 612.631165
	Iteration 6Q: 3 clusters Score -45752.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -45757.777344 Penalty: 612.631165
	Iteration 7Q: 3 clusters Score -45757.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45759.902344 Penalty: 612.631165
	Iteration 8Q: 3 clusters Score -45759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -45762.613281 Penalty: 612.631165
	Iteration 9Q: 3 clusters Score -45762.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -45764.449219 Penalty: 612.631165
	Iteration 10Q: 3 clusters Score -45764.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -45767.476562 Penalty: 612.631165
	Iteration 11Q: 3 clusters Score -45767.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -45768.929688 Penalty: 612.631165
	Iteration 12Q: 3 clusters Score -45768.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -45769.511719 Penalty: 612.631165
	Iteration 13Q: 3 clusters Score -45769.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -45770.195312 Penalty: 612.631165
	Iteration 14Q: 3 clusters Score -45770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45770.539062 Penalty: 612.631165
	Iteration 15Q: 3 clusters Score -45770.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -45770.992188 Penalty: 612.631165
	Iteration 16Q: 3 clusters Score -45770.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -45771.554688 Penalty: 612.631165
	Iteration 17Q: 3 clusters Score -45771.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -45771.636719 Penalty: 612.631165
	Iteration 18Q: 3 clusters Score -45771.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -45771.636719 Penalty: 612.631165
	Iteration 19F: 3 clusters Score -45771.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 62 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 584 members 
Entering Unmasked Estep 
Score: -23054306.000000 Penalty: 13521.287109
Splitting cluster 17 changes total score from -23054250.000000 to -23054306.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (9045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Entering Unmasked Estep 
Score: -490407.093750 Penalty: 414.503510
	Iteration 0F: 2 clusters Score -490407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -484369.656250 Penalty: 829.007019
	Iteration 0F: 3 clusters Score -484369.7 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -487150.062500 Penalty: 829.007019
	Iteration 1F: 3 clusters Score -487150.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -487731.312500 Penalty: 829.007019
	Iteration 2F: 3 clusters Score -487731.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -488377.406250 Penalty: 829.007019
	Iteration 3F: 3 clusters Score -488377.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -488936.125000 Penalty: 829.007019
	Iteration 4F: 3 clusters Score -488936.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -489408.625000 Penalty: 829.007019
	Iteration 5Q: 3 clusters Score -489408.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -489717.250000 Penalty: 829.007019
	Iteration 6Q: 3 clusters Score -489717.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -489932.187500 Penalty: 829.007019
	Iteration 7Q: 3 clusters Score -489932.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -490055.968750 Penalty: 829.007019
	Iteration 8Q: 3 clusters Score -490056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -490145.968750 Penalty: 829.007019
	Iteration 9Q: 3 clusters Score -490146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -490209.531250 Penalty: 829.007019
	Iteration 10Q: 3 clusters Score -490209.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -490243.937500 Penalty: 829.007019
	Iteration 11Q: 3 clusters Score -490243.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -490283.312500 Penalty: 829.007019
	Iteration 12Q: 3 clusters Score -490283.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -490317.250000 Penalty: 829.007019
	Iteration 13Q: 3 clusters Score -490317.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -490343.718750 Penalty: 829.007019
	Iteration 14Q: 3 clusters Score -490343.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -490363.406250 Penalty: 829.007019
	Iteration 15Q: 3 clusters Score -490363.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -490378.656250 Penalty: 829.007019
	Iteration 16Q: 3 clusters Score -490378.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -490389.125000 Penalty: 829.007019
	Iteration 17Q: 3 clusters Score -490389.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -490395.968750 Penalty: 829.007019
	Iteration 18Q: 3 clusters Score -490396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -490397.500000 Penalty: 829.007019
	Iteration 19Q: 3 clusters Score -490397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -490399.656250 Penalty: 829.007019
	Iteration 20F: 3 clusters Score -490399.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -490400.375000 Penalty: 829.007019
	Iteration 21Q: 3 clusters Score -490400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -490401.062500 Penalty: 829.007019
	Iteration 22Q: 3 clusters Score -490401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -490402.718750 Penalty: 829.007019
	Iteration 23Q: 3 clusters Score -490402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -490403.281250 Penalty: 829.007019
	Iteration 24Q: 3 clusters Score -490403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -490406.312500 Penalty: 829.007019
	Iteration 25Q: 3 clusters Score -490406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -490406.531250 Penalty: 829.007019
	Iteration 26Q: 3 clusters Score -490406.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -490407.250000 Penalty: 829.007019
	Iteration 27Q: 3 clusters Score -490407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -490407.843750 Penalty: 829.007019
	Iteration 28Q: 3 clusters Score -490407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -490407.906250 Penalty: 829.007019
	Iteration 29Q: 3 clusters Score -490407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -490408.687500 Penalty: 829.007019
	Iteration 30Q: 3 clusters Score -490408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -490409.750000 Penalty: 829.007019
	Iteration 31Q: 3 clusters Score -490409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -490409.750000 Penalty: 829.007019
	Iteration 32Q: 3 clusters Score -490409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -490409.781250 Penalty: 829.007019
	Iteration 33Q: 3 clusters Score -490409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -490409.781250 Penalty: 829.007019
	Iteration 34F: 3 clusters Score -490409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 62 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 584 members 
Mstep: Class 24 contains 8620 members 
Entering Unmasked Estep 
Score: -23054102.000000 Penalty: 14109.168945
Splitting cluster 18 changes total score from -23054250.000000 to -23054102.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -206052.500000 Penalty: 376.028534
	Iteration 0F: 2 clusters Score -206052.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -203341.468750 Penalty: 752.057068
	Iteration 0F: 3 clusters Score -203341.5 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -204314.828125 Penalty: 752.057068
	Iteration 1F: 3 clusters Score -204314.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -204404.031250 Penalty: 752.057068
	Iteration 2F: 3 clusters Score -204404 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -204508.953125 Penalty: 752.057068
	Iteration 3F: 3 clusters Score -204509 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -204622.437500 Penalty: 752.057068
	Iteration 4F: 3 clusters Score -204622.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -204756.593750 Penalty: 752.057068
	Iteration 5F: 3 clusters Score -204756.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -204935.156250 Penalty: 752.057068
	Iteration 6F: 3 clusters Score -204935.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -205172.906250 Penalty: 752.057068
	Iteration 7F: 3 clusters Score -205172.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -205391.140625 Penalty: 752.057068
	Iteration 8F: 3 clusters Score -205391.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -205540.515625 Penalty: 752.057068
	Iteration 9Q: 3 clusters Score -205540.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -205637.156250 Penalty: 752.057068
	Iteration 10Q: 3 clusters Score -205637.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -205685.609375 Penalty: 752.057068
	Iteration 11Q: 3 clusters Score -205685.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -205721.421875 Penalty: 752.057068
	Iteration 12Q: 3 clusters Score -205721.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -205754.625000 Penalty: 752.057068
	Iteration 13Q: 3 clusters Score -205754.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -205781.625000 Penalty: 752.057068
	Iteration 14Q: 3 clusters Score -205781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -205793.125000 Penalty: 752.057068
	Iteration 15Q: 3 clusters Score -205793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -205800.656250 Penalty: 752.057068
	Iteration 16Q: 3 clusters Score -205800.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -205803.671875 Penalty: 752.057068
	Iteration 17Q: 3 clusters Score -205803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -205806.671875 Penalty: 752.057068
	Iteration 18Q: 3 clusters Score -205806.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -205810.359375 Penalty: 752.057068
	Iteration 19Q: 3 clusters Score -205810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -205814.312500 Penalty: 752.057068
	Iteration 20F: 3 clusters Score -205814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -205816.796875 Penalty: 752.057068
	Iteration 21Q: 3 clusters Score -205816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -205818.234375 Penalty: 752.057068
	Iteration 22Q: 3 clusters Score -205818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -205818.375000 Penalty: 752.057068
	Iteration 23Q: 3 clusters Score -205818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -205818.375000 Penalty: 752.057068
	Iteration 24F: 3 clusters Score -205818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -58474.984375 Penalty: 321.446533
	Iteration 0F: 2 clusters Score -58474.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57564.398438 Penalty: 642.893066
	Iteration 0F: 3 clusters Score -57564.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -57966.757812 Penalty: 642.893066
	Iteration 1F: 3 clusters Score -57966.76 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58074.039062 Penalty: 642.893066
	Iteration 2F: 3 clusters Score -58074.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -58132.062500 Penalty: 642.893066
	Iteration 3F: 3 clusters Score -58132.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58191.359375 Penalty: 642.893066
	Iteration 4Q: 3 clusters Score -58191.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58256.906250 Penalty: 642.893066
	Iteration 5F: 3 clusters Score -58256.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -58311.679688 Penalty: 642.893066
	Iteration 6F: 3 clusters Score -58311.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58348.691406 Penalty: 642.893066
	Iteration 7Q: 3 clusters Score -58348.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -58388.578125 Penalty: 642.893066
	Iteration 8Q: 3 clusters Score -58388.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58425.585938 Penalty: 642.893066
	Iteration 9Q: 3 clusters Score -58425.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58444.890625 Penalty: 642.893066
	Iteration 10Q: 3 clusters Score -58444.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58454.289062 Penalty: 642.893066
	Iteration 11Q: 3 clusters Score -58454.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58464.570312 Penalty: 642.893066
	Iteration 12Q: 3 clusters Score -58464.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58476.609375 Penalty: 642.893066
	Iteration 13Q: 3 clusters Score -58476.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58481.523438 Penalty: 642.893066
	Iteration 14Q: 3 clusters Score -58481.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58489.371094 Penalty: 642.893066
	Iteration 15Q: 3 clusters Score -58489.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58491.550781 Penalty: 642.893066
	Iteration 16Q: 3 clusters Score -58491.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58492.855469 Penalty: 642.893066
	Iteration 17Q: 3 clusters Score -58492.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58492.964844 Penalty: 642.893066
	Iteration 18Q: 3 clusters Score -58492.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58492.980469 Penalty: 642.893066
	Iteration 19Q: 3 clusters Score -58492.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58493.453125 Penalty: 642.893066
	Iteration 20F: 3 clusters Score -58493.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 62 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 584 members 
Mstep: Class 24 contains 345 members 
Entering Unmasked Estep 
Score: -23054070.000000 Penalty: 14109.168945
Splitting cluster 20 changes total score from -23054250.000000 to -23054070.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 171 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 266297 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 43684 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054382.000000 Penalty: 13521.287109
Iteration 79Q: 24 clusters Score -2.305438e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 3155 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 266338 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 853 members 
Mstep: Class 10 contains 3161 members 
Mstep: Class 11 contains 3937 members 
Mstep: Class 12 contains 43426 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 64 members 
Mstep: Class 15 contains 52882 members 
Mstep: Class 16 contains 7585 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 60 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054426.000000 Penalty: 13521.287109
Iteration 80F: 24 clusters Score -2.305443e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 266403 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 3883 members 
Mstep: Class 12 contains 43156 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 62 members 
Mstep: Class 15 contains 53049 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 9132 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 59 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054314.000000 Penalty: 13521.287109
Iteration 81Q: 24 clusters Score -2.305431e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 266481 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 42877 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 53205 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 9183 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 58 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054230.000000 Penalty: 13521.287109
Iteration 82Q: 24 clusters Score -2.305423e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 3429 members 
Mstep: Class 6 contains 266517 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 3170 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 42622 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 53365 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 9235 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 58 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 24 clusters Score -2.305411e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 266521 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 3173 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 42380 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 53526 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 259 members 
Mstep: Class 18 contains 9280 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 21 contains 58 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 597 members 
Entering Unmasked Estep 
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Iteration 84Q: 24 clusters Score -2.305406e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 266518 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 942 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 53686 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 9318 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 56 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 24 clusters Score -2.3054e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 266527 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 948 members 
Mstep: Class 10 contains 3179 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 41899 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 53845 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9360 members 
Mstep: Class 19 contains 3905 members 
Mstep: Class 20 contains 1198 members 
Mstep: Class 21 contains 56 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 24 clusters Score -2.305391e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 266534 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 3651 members 
Mstep: Class 12 contains 41674 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 53997 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9405 members 
Mstep: Class 19 contains 3911 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 21 contains 56 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 24 clusters Score -2.305391e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 266507 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 955 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 3610 members 
Mstep: Class 12 contains 41467 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 54185 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9444 members 
Mstep: Class 19 contains 3920 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 21 contains 56 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 24 clusters Score -2.30539e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 266488 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2681 members 
Mstep: Class 9 contains 956 members 
Mstep: Class 10 contains 3198 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 41237 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 54386 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9477 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 56 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 89Q: 24 clusters Score -2.305382e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 266467 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2689 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 41000 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 54584 members 
Mstep: Class 16 contains 7452 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9509 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 56 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 24 clusters Score -2.305381e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 266475 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2695 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 40778 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 54738 members 
Mstep: Class 16 contains 7446 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9549 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 56 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 24 clusters Score -2.305377e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 266460 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2700 members 
Mstep: Class 9 contains 967 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 12 contains 40561 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 54891 members 
Mstep: Class 16 contains 7434 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 24 clusters Score -2.305378e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3856 members 
Mstep: Class 6 contains 266475 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 971 members 
Mstep: Class 10 contains 3240 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 40321 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 55061 members 
Mstep: Class 16 contains 7415 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9635 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 24 clusters Score -2.305359e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 266478 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 40069 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 55242 members 
Mstep: Class 16 contains 7406 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9671 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 24 clusters Score -2.30535e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 266482 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 974 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 39813 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 55442 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 24 clusters Score -2.305345e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 266481 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 39554 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 55623 members 
Mstep: Class 16 contains 7388 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 24 clusters Score -2.305336e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 266485 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 39312 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 55772 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -2.305325e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 266486 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 39075 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 55924 members 
Mstep: Class 16 contains 7362 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 24 clusters Score -2.305315e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 266460 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 38842 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 56099 members 
Mstep: Class 16 contains 7346 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -2.305305e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 266409 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 38628 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 56291 members 
Mstep: Class 16 contains 7330 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9960 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 24 clusters Score -2.305309e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4310 members 
Mstep: Class 6 contains 266381 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 38394 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 56496 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -2.305293e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 266316 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 38174 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 56698 members 
Mstep: Class 16 contains 7314 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -2.305279e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 266272 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 3060 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 56892 members 
Mstep: Class 16 contains 7302 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10107 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -2.305269e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4479 members 
Mstep: Class 6 contains 266254 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 3034 members 
Mstep: Class 12 contains 37706 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 57059 members 
Mstep: Class 16 contains 7284 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 3951 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -2.305265e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 266250 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 37467 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 57205 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10202 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -2.305262e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4591 members 
Mstep: Class 6 contains 266262 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 2988 members 
Mstep: Class 12 contains 37214 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 57354 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10247 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 1222 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -2.305256e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4631 members 
Mstep: Class 6 contains 266273 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 36948 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 57530 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10301 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -2.30524e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 266269 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3414 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 36677 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 57695 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10356 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052332.000000 Penalty: 13521.287109
Iteration 108Q: 24 clusters Score -2.305233e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 266314 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3423 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 36379 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 57866 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10407 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052266.000000 Penalty: 13521.287109
Iteration 109Q: 24 clusters Score -2.305227e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 266341 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 36090 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 58020 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10453 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052178.000000 Penalty: 13521.287109
Iteration 110Q: 24 clusters Score -2.305218e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4844 members 
Mstep: Class 6 contains 266346 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 35814 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 58181 members 
Mstep: Class 16 contains 7238 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051998.000000 Penalty: 13521.287109
Iteration 111Q: 24 clusters Score -2.3052e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 6 contains 266341 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 35538 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 58345 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 1256 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051844.000000 Penalty: 13521.287109
Iteration 112Q: 24 clusters Score -2.305184e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4928 members 
Mstep: Class 6 contains 266322 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 35259 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 58522 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10602 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 1267 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051904.000000 Penalty: 13521.287109
Iteration 113Q: 24 clusters Score -2.30519e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 6 contains 266302 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 979 members 
Mstep: Class 10 contains 3509 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 34986 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 58692 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051706.000000 Penalty: 13521.287109
Iteration 114Q: 24 clusters Score -2.305171e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 266293 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 979 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 12 contains 34701 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 58857 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10733 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051646.000000 Penalty: 13521.287109
Iteration 115Q: 24 clusters Score -2.305165e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4965 members 
Mstep: Class 6 contains 266325 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 34391 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59032 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051570.000000 Penalty: 13521.287109
Iteration 116Q: 24 clusters Score -2.305157e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 6 contains 266313 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2883 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 34094 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59221 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10885 members 
Mstep: Class 19 contains 4010 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051334.000000 Penalty: 13521.287109
Iteration 117Q: 24 clusters Score -2.305133e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 266266 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2883 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 12 contains 33818 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59426 members 
Mstep: Class 16 contains 7275 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10957 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051244.000000 Penalty: 13521.287109
Iteration 118Q: 24 clusters Score -2.305124e+07 nChanged 849
Entering ConstructFrom: 
Score: -23051244.000000 Penalty: 13521.287109
Entering ConstructFrom: 
Trying to split cluster 1 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -53034.847656 Penalty: 311.873138
	Iteration 0F: 2 clusters Score -53034.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52270.617188 Penalty: 623.746277
	Iteration 0F: 3 clusters Score -52270.62 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -52502.355469 Penalty: 623.746277
	Iteration 1F: 3 clusters Score -52502.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -52554.207031 Penalty: 623.746277
	Iteration 2F: 3 clusters Score -52554.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -52602.191406 Penalty: 623.746277
	Iteration 3F: 3 clusters Score -52602.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -52629.941406 Penalty: 623.746277
	Iteration 4Q: 3 clusters Score -52629.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -52654.230469 Penalty: 623.746277
	Iteration 5Q: 3 clusters Score -52654.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52686.433594 Penalty: 623.746277
	Iteration 6Q: 3 clusters Score -52686.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52716.613281 Penalty: 623.746277
	Iteration 7Q: 3 clusters Score -52716.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52741.285156 Penalty: 623.746277
	Iteration 8Q: 3 clusters Score -52741.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52759.832031 Penalty: 623.746277
	Iteration 9Q: 3 clusters Score -52759.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52774.371094 Penalty: 623.746277
	Iteration 10Q: 3 clusters Score -52774.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52785.703125 Penalty: 623.746277
	Iteration 11Q: 3 clusters Score -52785.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52794.019531 Penalty: 623.746277
	Iteration 12Q: 3 clusters Score -52794.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52802.761719 Penalty: 623.746277
	Iteration 13Q: 3 clusters Score -52802.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52811.945312 Penalty: 623.746277
	Iteration 14Q: 3 clusters Score -52811.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52824.730469 Penalty: 623.746277
	Iteration 15Q: 3 clusters Score -52824.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52842.886719 Penalty: 623.746277
	Iteration 16Q: 3 clusters Score -52842.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52859.703125 Penalty: 623.746277
	Iteration 17Q: 3 clusters Score -52859.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52881.996094 Penalty: 623.746277
	Iteration 18Q: 3 clusters Score -52882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52907.859375 Penalty: 623.746277
	Iteration 19Q: 3 clusters Score -52907.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52931.363281 Penalty: 623.746277
	Iteration 20F: 3 clusters Score -52931.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52948.949219 Penalty: 623.746277
	Iteration 21Q: 3 clusters Score -52948.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -52952.398438 Penalty: 623.746277
	Iteration 22Q: 3 clusters Score -52952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52955.253906 Penalty: 623.746277
	Iteration 23Q: 3 clusters Score -52955.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -52956.132812 Penalty: 623.746277
	Iteration 24Q: 3 clusters Score -52956.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52956.382812 Penalty: 623.746277
	Iteration 25Q: 3 clusters Score -52956.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52956.382812 Penalty: 623.746277
	Iteration 26F: 3 clusters Score -52956.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -67152.250000 Penalty: 322.141205
	Iteration 0F: 2 clusters Score -67152.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -66228.265625 Penalty: 644.282410
	Iteration 0F: 3 clusters Score -66228.27 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66486.625000 Penalty: 644.282410
	Iteration 1F: 3 clusters Score -66486.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66531.210938 Penalty: 644.282410
	Iteration 2F: 3 clusters Score -66531.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -66566.289062 Penalty: 644.282410
	Iteration 3F: 3 clusters Score -66566.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -66587.101562 Penalty: 644.282410
	Iteration 4Q: 3 clusters Score -66587.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66606.265625 Penalty: 644.282410
	Iteration 5Q: 3 clusters Score -66606.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66628.671875 Penalty: 644.282410
	Iteration 6Q: 3 clusters Score -66628.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -66653.851562 Penalty: 644.282410
	Iteration 7Q: 3 clusters Score -66653.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66676.132812 Penalty: 644.282410
	Iteration 8Q: 3 clusters Score -66676.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -66703.585938 Penalty: 644.282410
	Iteration 9Q: 3 clusters Score -66703.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66728.429688 Penalty: 644.282410
	Iteration 10Q: 3 clusters Score -66728.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66757.750000 Penalty: 644.282410
	Iteration 11Q: 3 clusters Score -66757.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66776.726562 Penalty: 644.282410
	Iteration 12Q: 3 clusters Score -66776.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -66789.156250 Penalty: 644.282410
	Iteration 13Q: 3 clusters Score -66789.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -66795.000000 Penalty: 644.282410
	Iteration 14Q: 3 clusters Score -66795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66799.968750 Penalty: 644.282410
	Iteration 15Q: 3 clusters Score -66799.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66802.390625 Penalty: 644.282410
	Iteration 16Q: 3 clusters Score -66802.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -66805.257812 Penalty: 644.282410
	Iteration 17Q: 3 clusters Score -66805.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66809.921875 Penalty: 644.282410
	Iteration 18Q: 3 clusters Score -66809.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -66815.632812 Penalty: 644.282410
	Iteration 19Q: 3 clusters Score -66815.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66819.000000 Penalty: 644.282410
	Iteration 20F: 3 clusters Score -66819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66823.250000 Penalty: 644.282410
	Iteration 21Q: 3 clusters Score -66823.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -66827.656250 Penalty: 644.282410
	Iteration 22Q: 3 clusters Score -66827.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -66832.671875 Penalty: 644.282410
	Iteration 23Q: 3 clusters Score -66832.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66838.125000 Penalty: 644.282410
	Iteration 24Q: 3 clusters Score -66838.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -66842.671875 Penalty: 644.282410
	Iteration 25Q: 3 clusters Score -66842.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -66846.101562 Penalty: 644.282410
	Iteration 26Q: 3 clusters Score -66846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -66848.734375 Penalty: 644.282410
	Iteration 27Q: 3 clusters Score -66848.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -66853.507812 Penalty: 644.282410
	Iteration 28Q: 3 clusters Score -66853.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -66854.710938 Penalty: 644.282410
	Iteration 29Q: 3 clusters Score -66854.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -66855.015625 Penalty: 644.282410
	Iteration 30Q: 3 clusters Score -66855.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -66855.015625 Penalty: 644.282410
	Iteration 31F: 3 clusters Score -66855.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -7748.470215 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -7748.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7574.601074 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -7574.601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7763.519531 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -7763.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7796.345703 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -7796.346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7807.145996 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -7807.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7807.947754 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -7807.948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7807.947754 Penalty: 466.820770
	Iteration 5F: 3 clusters Score -7807.948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 46 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 266184 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 33559 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59647 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 123 members 
Entering Unmasked Estep 
Score: -23050906.000000 Penalty: 14109.168945
Splitting cluster 3 changes total score from -23051244.000000 to -23050906.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -83088.398438 Penalty: 332.017639
	Iteration 0F: 2 clusters Score -83088.4 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 744 members 
Entering Unmasked Estep 
Score: -81974.492188 Penalty: 664.035278
	Iteration 0F: 3 clusters Score -81974.49 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -82312.492188 Penalty: 664.035278
	Iteration 1F: 3 clusters Score -82312.49 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -82363.070312 Penalty: 664.035278
	Iteration 2F: 3 clusters Score -82363.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -82397.242188 Penalty: 664.035278
	Iteration 3Q: 3 clusters Score -82397.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -82426.898438 Penalty: 664.035278
	Iteration 4Q: 3 clusters Score -82426.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -82464.953125 Penalty: 664.035278
	Iteration 5Q: 3 clusters Score -82464.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -82502.562500 Penalty: 664.035278
	Iteration 6Q: 3 clusters Score -82502.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -82553.171875 Penalty: 664.035278
	Iteration 7Q: 3 clusters Score -82553.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -82593.281250 Penalty: 664.035278
	Iteration 8Q: 3 clusters Score -82593.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -82635.203125 Penalty: 664.035278
	Iteration 9Q: 3 clusters Score -82635.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -82688.593750 Penalty: 664.035278
	Iteration 10Q: 3 clusters Score -82688.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82743.929688 Penalty: 664.035278
	Iteration 11Q: 3 clusters Score -82743.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82806.242188 Penalty: 664.035278
	Iteration 12Q: 3 clusters Score -82806.24 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -82849.601562 Penalty: 664.035278
	Iteration 13Q: 3 clusters Score -82849.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -82886.679688 Penalty: 664.035278
	Iteration 14Q: 3 clusters Score -82886.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82913.484375 Penalty: 664.035278
	Iteration 15Q: 3 clusters Score -82913.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -82936.937500 Penalty: 664.035278
	Iteration 16Q: 3 clusters Score -82936.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -82947.273438 Penalty: 664.035278
	Iteration 17Q: 3 clusters Score -82947.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82953.992188 Penalty: 664.035278
	Iteration 18Q: 3 clusters Score -82953.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82959.585938 Penalty: 664.035278
	Iteration 19Q: 3 clusters Score -82959.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82964.687500 Penalty: 664.035278
	Iteration 20F: 3 clusters Score -82964.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82969.039062 Penalty: 664.035278
	Iteration 21Q: 3 clusters Score -82969.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82973.593750 Penalty: 664.035278
	Iteration 22Q: 3 clusters Score -82973.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82975.656250 Penalty: 664.035278
	Iteration 23Q: 3 clusters Score -82975.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82976.179688 Penalty: 664.035278
	Iteration 24Q: 3 clusters Score -82976.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82977.218750 Penalty: 664.035278
	Iteration 25Q: 3 clusters Score -82977.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -82977.937500 Penalty: 664.035278
	Iteration 26Q: 3 clusters Score -82977.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -82979.007812 Penalty: 664.035278
	Iteration 27Q: 3 clusters Score -82979.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82980.031250 Penalty: 664.035278
	Iteration 28Q: 3 clusters Score -82980.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -82980.742188 Penalty: 664.035278
	Iteration 29Q: 3 clusters Score -82980.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -82980.742188 Penalty: 664.035278
	Iteration 30F: 3 clusters Score -82980.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -302442.781250 Penalty: 387.221832
	Iteration 0F: 2 clusters Score -302442.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -299070.125000 Penalty: 774.443665
	Iteration 0F: 3 clusters Score -299070.1 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -300219.906250 Penalty: 774.443665
	Iteration 1F: 3 clusters Score -300219.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -300313.093750 Penalty: 774.443665
	Iteration 2F: 3 clusters Score -300313.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -300428.656250 Penalty: 774.443665
	Iteration 3Q: 3 clusters Score -300428.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -300558.062500 Penalty: 774.443665
	Iteration 4Q: 3 clusters Score -300558.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -300699.125000 Penalty: 774.443665
	Iteration 5Q: 3 clusters Score -300699.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -300873.718750 Penalty: 774.443665
	Iteration 6Q: 3 clusters Score -300873.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -301060.531250 Penalty: 774.443665
	Iteration 7F: 3 clusters Score -301060.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301248.156250 Penalty: 774.443665
	Iteration 8Q: 3 clusters Score -301248.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -301423.968750 Penalty: 774.443665
	Iteration 9Q: 3 clusters Score -301424 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -301564.437500 Penalty: 774.443665
	Iteration 10Q: 3 clusters Score -301564.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -301632.875000 Penalty: 774.443665
	Iteration 11Q: 3 clusters Score -301632.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -301670.187500 Penalty: 774.443665
	Iteration 12Q: 3 clusters Score -301670.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -301693.406250 Penalty: 774.443665
	Iteration 13Q: 3 clusters Score -301693.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -301718.031250 Penalty: 774.443665
	Iteration 14Q: 3 clusters Score -301718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -301748.875000 Penalty: 774.443665
	Iteration 15Q: 3 clusters Score -301748.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -301772.750000 Penalty: 774.443665
	Iteration 16Q: 3 clusters Score -301772.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -301787.937500 Penalty: 774.443665
	Iteration 17Q: 3 clusters Score -301787.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -301801.375000 Penalty: 774.443665
	Iteration 18Q: 3 clusters Score -301801.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -301811.156250 Penalty: 774.443665
	Iteration 19Q: 3 clusters Score -301811.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -301823.625000 Penalty: 774.443665
	Iteration 20F: 3 clusters Score -301823.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -301836.718750 Penalty: 774.443665
	Iteration 21Q: 3 clusters Score -301836.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -301847.000000 Penalty: 774.443665
	Iteration 22Q: 3 clusters Score -301847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -301855.312500 Penalty: 774.443665
	Iteration 23Q: 3 clusters Score -301855.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -301866.531250 Penalty: 774.443665
	Iteration 24Q: 3 clusters Score -301866.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -301876.281250 Penalty: 774.443665
	Iteration 25Q: 3 clusters Score -301876.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -301888.468750 Penalty: 774.443665
	Iteration 26Q: 3 clusters Score -301888.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -301897.937500 Penalty: 774.443665
	Iteration 27Q: 3 clusters Score -301897.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -301905.718750 Penalty: 774.443665
	Iteration 28Q: 3 clusters Score -301905.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -301914.250000 Penalty: 774.443665
	Iteration 29Q: 3 clusters Score -301914.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -301920.718750 Penalty: 774.443665
	Iteration 30Q: 3 clusters Score -301920.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -301929.406250 Penalty: 774.443665
	Iteration 31Q: 3 clusters Score -301929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -301936.093750 Penalty: 774.443665
	Iteration 32Q: 3 clusters Score -301936.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -301942.875000 Penalty: 774.443665
	Iteration 33Q: 3 clusters Score -301942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -301949.093750 Penalty: 774.443665
	Iteration 34Q: 3 clusters Score -301949.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -301956.687500 Penalty: 774.443665
	Iteration 35Q: 3 clusters Score -301956.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -301965.625000 Penalty: 774.443665
	Iteration 36Q: 3 clusters Score -301965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -301972.812500 Penalty: 774.443665
	Iteration 37Q: 3 clusters Score -301972.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -301979.218750 Penalty: 774.443665
	Iteration 38Q: 3 clusters Score -301979.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -301988.156250 Penalty: 774.443665
	Iteration 39Q: 3 clusters Score -301988.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -301995.218750 Penalty: 774.443665
	Iteration 40F: 3 clusters Score -301995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -301997.875000 Penalty: 774.443665
	Iteration 41Q: 3 clusters Score -301997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -301999.906250 Penalty: 774.443665
	Iteration 42Q: 3 clusters Score -301999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -302002.843750 Penalty: 774.443665
	Iteration 43Q: 3 clusters Score -302002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -302006.781250 Penalty: 774.443665
	Iteration 44Q: 3 clusters Score -302006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -302008.687500 Penalty: 774.443665
	Iteration 45Q: 3 clusters Score -302008.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -302012.250000 Penalty: 774.443665
	Iteration 46Q: 3 clusters Score -302012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -302016.406250 Penalty: 774.443665
	Iteration 47Q: 3 clusters Score -302016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -302020.468750 Penalty: 774.443665
	Iteration 48Q: 3 clusters Score -302020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -302024.375000 Penalty: 774.443665
	Iteration 49Q: 3 clusters Score -302024.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -302029.343750 Penalty: 774.443665
	Iteration 50Q: 3 clusters Score -302029.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -302034.187500 Penalty: 774.443665
	Iteration 51Q: 3 clusters Score -302034.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -302039.968750 Penalty: 774.443665
	Iteration 52Q: 3 clusters Score -302040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -302045.250000 Penalty: 774.443665
	Iteration 53Q: 3 clusters Score -302045.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -302048.750000 Penalty: 774.443665
	Iteration 54Q: 3 clusters Score -302048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -302054.187500 Penalty: 774.443665
	Iteration 55Q: 3 clusters Score -302054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -302055.593750 Penalty: 774.443665
	Iteration 56Q: 3 clusters Score -302055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -302056.687500 Penalty: 774.443665
	Iteration 57Q: 3 clusters Score -302056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -302057.156250 Penalty: 774.443665
	Iteration 58Q: 3 clusters Score -302057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -302058.406250 Penalty: 774.443665
	Iteration 59Q: 3 clusters Score -302058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -302060.437500 Penalty: 774.443665
	Iteration 60F: 3 clusters Score -302060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -302064.875000 Penalty: 774.443665
	Iteration 61Q: 3 clusters Score -302064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -302066.750000 Penalty: 774.443665
	Iteration 62Q: 3 clusters Score -302066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -302067.406250 Penalty: 774.443665
	Iteration 63Q: 3 clusters Score -302067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -302067.906250 Penalty: 774.443665
	Iteration 64Q: 3 clusters Score -302067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -302068.031250 Penalty: 774.443665
	Iteration 65Q: 3 clusters Score -302068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -302067.968750 Penalty: 774.443665
	Iteration 66Q: 3 clusters Score -302068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -302069.687500 Penalty: 774.443665
	Iteration 67Q: 3 clusters Score -302069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -302070.656250 Penalty: 774.443665
	Iteration 68Q: 3 clusters Score -302070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -302072.468750 Penalty: 774.443665
	Iteration 69Q: 3 clusters Score -302072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -302077.375000 Penalty: 774.443665
	Iteration 70Q: 3 clusters Score -302077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -302084.531250 Penalty: 774.443665
	Iteration 71Q: 3 clusters Score -302084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -302091.250000 Penalty: 774.443665
	Iteration 72Q: 3 clusters Score -302091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -302094.750000 Penalty: 774.443665
	Iteration 73Q: 3 clusters Score -302094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -302097.468750 Penalty: 774.443665
	Iteration 74Q: 3 clusters Score -302097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -302101.781250 Penalty: 774.443665
	Iteration 75Q: 3 clusters Score -302101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -302103.843750 Penalty: 774.443665
	Iteration 76Q: 3 clusters Score -302103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -302105.875000 Penalty: 774.443665
	Iteration 77Q: 3 clusters Score -302105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -302107.750000 Penalty: 774.443665
	Iteration 78Q: 3 clusters Score -302107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -302109.875000 Penalty: 774.443665
	Iteration 79Q: 3 clusters Score -302109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -302111.312500 Penalty: 774.443665
	Iteration 80F: 3 clusters Score -302111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -302113.531250 Penalty: 774.443665
	Iteration 81Q: 3 clusters Score -302113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -302117.031250 Penalty: 774.443665
	Iteration 82Q: 3 clusters Score -302117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -302121.062500 Penalty: 774.443665
	Iteration 83Q: 3 clusters Score -302121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -302123.312500 Penalty: 774.443665
	Iteration 84Q: 3 clusters Score -302123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -302124.218750 Penalty: 774.443665
	Iteration 85Q: 3 clusters Score -302124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -302124.406250 Penalty: 774.443665
	Iteration 86Q: 3 clusters Score -302124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -302125.000000 Penalty: 774.443665
	Iteration 87Q: 3 clusters Score -302125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -302125.000000 Penalty: 774.443665
	Iteration 88F: 3 clusters Score -302125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (266184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266184 members 
Entering Unmasked Estep 
Score: -15539673.000000 Penalty: 568.383423
	Iteration 0F: 2 clusters Score -1.553967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132887 members 
Mstep: Class 2 contains 133297 members 
Entering Unmasked Estep 
Score: -15391087.000000 Penalty: 1136.766846
	Iteration 0F: 3 clusters Score -1.539109e+07 nChanged 131495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122854 members 
Mstep: Class 2 contains 143330 members 
Entering Unmasked Estep 
Score: -15478288.000000 Penalty: 1136.766846
	Iteration 1F: 3 clusters Score -1.547829e+07 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -15484665.000000 Penalty: 1136.766846
	Iteration 2F: 3 clusters Score -1.548466e+07 nChanged 16930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115226 members 
Mstep: Class 2 contains 150958 members 
Entering Unmasked Estep 
Score: -15493858.000000 Penalty: 1136.766846
	Iteration 3F: 3 clusters Score -1.549386e+07 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 151887 members 
Entering Unmasked Estep 
Score: -15506041.000000 Penalty: 1136.766846
	Iteration 4F: 3 clusters Score -1.550604e+07 nChanged 18292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 149855 members 
Entering Unmasked Estep 
Score: -15518646.000000 Penalty: 1136.766846
	Iteration 5F: 3 clusters Score -1.551865e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 146050 members 
Entering Unmasked Estep 
Score: -15525642.000000 Penalty: 1136.766846
	Iteration 6F: 3 clusters Score -1.552564e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -15528331.000000 Penalty: 1136.766846
	Iteration 7Q: 3 clusters Score -1.552833e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 138270 members 
Entering Unmasked Estep 
Score: -15529658.000000 Penalty: 1136.766846
	Iteration 8Q: 3 clusters Score -1.552966e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 134589 members 
Entering Unmasked Estep 
Score: -15531011.000000 Penalty: 1136.766846
	Iteration 9Q: 3 clusters Score -1.553101e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135330 members 
Mstep: Class 2 contains 130854 members 
Entering Unmasked Estep 
Score: -15532501.000000 Penalty: 1136.766846
	Iteration 10Q: 3 clusters Score -1.55325e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139245 members 
Mstep: Class 2 contains 126939 members 
Entering Unmasked Estep 
Score: -15533808.000000 Penalty: 1136.766846
	Iteration 11Q: 3 clusters Score -1.553381e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143569 members 
Mstep: Class 2 contains 122615 members 
Entering Unmasked Estep 
Score: -15535230.000000 Penalty: 1136.766846
	Iteration 12Q: 3 clusters Score -1.553523e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147845 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -15536491.000000 Penalty: 1136.766846
	Iteration 13Q: 3 clusters Score -1.553649e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 114085 members 
Entering Unmasked Estep 
Score: -15537809.000000 Penalty: 1136.766846
	Iteration 14Q: 3 clusters Score -1.553781e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -15539028.000000 Penalty: 1136.766846
	Iteration 15Q: 3 clusters Score -1.553903e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -15540300.000000 Penalty: 1136.766846
	Iteration 16Q: 3 clusters Score -1.55403e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162885 members 
Mstep: Class 2 contains 103299 members 
Entering Unmasked Estep 
Score: -15541128.000000 Penalty: 1136.766846
	Iteration 17Q: 3 clusters Score -1.554113e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -15541626.000000 Penalty: 1136.766846
	Iteration 18Q: 3 clusters Score -1.554163e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168093 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -15542086.000000 Penalty: 1136.766846
	Iteration 19Q: 3 clusters Score -1.554209e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170050 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -15542503.000000 Penalty: 1136.766846
	Iteration 20F: 3 clusters Score -1.55425e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171771 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -15542722.000000 Penalty: 1136.766846
	Iteration 21Q: 3 clusters Score -1.554272e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -15542915.000000 Penalty: 1136.766846
	Iteration 22Q: 3 clusters Score -1.554292e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -15542905.000000 Penalty: 1136.766846
	Iteration 23Q: 3 clusters Score -1.55429e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -15542947.000000 Penalty: 1136.766846
	Iteration 24Q: 3 clusters Score -1.554295e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176377 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -15542920.000000 Penalty: 1136.766846
	Iteration 25Q: 3 clusters Score -1.554292e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176996 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -15542837.000000 Penalty: 1136.766846
	Iteration 26Q: 3 clusters Score -1.554284e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177395 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -15542723.000000 Penalty: 1136.766846
	Iteration 27Q: 3 clusters Score -1.554272e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177648 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -15542550.000000 Penalty: 1136.766846
	Iteration 28Q: 3 clusters Score -1.554255e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -15542385.000000 Penalty: 1136.766846
	Iteration 29Q: 3 clusters Score -1.554238e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178054 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -15542297.000000 Penalty: 1136.766846
	Iteration 30Q: 3 clusters Score -1.55423e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178093 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -15542112.000000 Penalty: 1136.766846
	Iteration 31Q: 3 clusters Score -1.554211e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -15541925.000000 Penalty: 1136.766846
	Iteration 32Q: 3 clusters Score -1.554192e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -15541889.000000 Penalty: 1136.766846
	Iteration 33Q: 3 clusters Score -1.554189e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177817 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -15541803.000000 Penalty: 1136.766846
	Iteration 34Q: 3 clusters Score -1.55418e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177581 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -15541762.000000 Penalty: 1136.766846
	Iteration 35Q: 3 clusters Score -1.554176e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177287 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -15541568.000000 Penalty: 1136.766846
	Iteration 36Q: 3 clusters Score -1.554157e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176953 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -15541449.000000 Penalty: 1136.766846
	Iteration 37Q: 3 clusters Score -1.554145e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 89607 members 
Entering Unmasked Estep 
Score: -15541292.000000 Penalty: 1136.766846
	Iteration 38Q: 3 clusters Score -1.554129e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -15541305.000000 Penalty: 1136.766846
	Iteration 39Q: 3 clusters Score -1.55413e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -15541252.000000 Penalty: 1136.766846
	Iteration 40F: 3 clusters Score -1.554125e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175235 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -15541220.000000 Penalty: 1136.766846
	Iteration 41Q: 3 clusters Score -1.554122e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -15541188.000000 Penalty: 1136.766846
	Iteration 42Q: 3 clusters Score -1.554119e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174159 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -15541252.000000 Penalty: 1136.766846
	Iteration 43Q: 3 clusters Score -1.554125e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173603 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -15541237.000000 Penalty: 1136.766846
	Iteration 44Q: 3 clusters Score -1.554124e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -15541188.000000 Penalty: 1136.766846
	Iteration 45Q: 3 clusters Score -1.554119e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -15541133.000000 Penalty: 1136.766846
	Iteration 46Q: 3 clusters Score -1.554113e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171943 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -15541155.000000 Penalty: 1136.766846
	Iteration 47Q: 3 clusters Score -1.554116e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -15541117.000000 Penalty: 1136.766846
	Iteration 48Q: 3 clusters Score -1.554112e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -15541182.000000 Penalty: 1136.766846
	Iteration 49Q: 3 clusters Score -1.554118e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -15541205.000000 Penalty: 1136.766846
	Iteration 50Q: 3 clusters Score -1.55412e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169433 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -15541177.000000 Penalty: 1136.766846
	Iteration 51Q: 3 clusters Score -1.554118e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168736 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -15541130.000000 Penalty: 1136.766846
	Iteration 52Q: 3 clusters Score -1.554113e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168063 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -15541056.000000 Penalty: 1136.766846
	Iteration 53Q: 3 clusters Score -1.554106e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 98791 members 
Entering Unmasked Estep 
Score: -15541166.000000 Penalty: 1136.766846
	Iteration 54Q: 3 clusters Score -1.554117e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -15541346.000000 Penalty: 1136.766846
	Iteration 55Q: 3 clusters Score -1.554135e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166046 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -15541381.000000 Penalty: 1136.766846
	Iteration 56Q: 3 clusters Score -1.554138e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -15541530.000000 Penalty: 1136.766846
	Iteration 57Q: 3 clusters Score -1.554153e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164647 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -15541571.000000 Penalty: 1136.766846
	Iteration 58Q: 3 clusters Score -1.554157e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -15541680.000000 Penalty: 1136.766846
	Iteration 59Q: 3 clusters Score -1.554168e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -15541738.000000 Penalty: 1136.766846
	Iteration 60F: 3 clusters Score -1.554174e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162489 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -15541793.000000 Penalty: 1136.766846
	Iteration 61Q: 3 clusters Score -1.554179e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
Score: -15541879.000000 Penalty: 1136.766846
	Iteration 62Q: 3 clusters Score -1.554188e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -15541922.000000 Penalty: 1136.766846
	Iteration 63Q: 3 clusters Score -1.554192e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -15541956.000000 Penalty: 1136.766846
	Iteration 64Q: 3 clusters Score -1.554196e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -15541999.000000 Penalty: 1136.766846
	Iteration 65Q: 3 clusters Score -1.5542e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -15542026.000000 Penalty: 1136.766846
	Iteration 66Q: 3 clusters Score -1.554203e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158868 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -15542031.000000 Penalty: 1136.766846
	Iteration 67Q: 3 clusters Score -1.554203e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -15542063.000000 Penalty: 1136.766846
	Iteration 68Q: 3 clusters Score -1.554206e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -15542080.000000 Penalty: 1136.766846
	Iteration 69Q: 3 clusters Score -1.554208e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157560 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -15542079.000000 Penalty: 1136.766846
	Iteration 70Q: 3 clusters Score -1.554208e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 109100 members 
Entering Unmasked Estep 
Score: -15542049.000000 Penalty: 1136.766846
	Iteration 71Q: 3 clusters Score -1.554205e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -15542086.000000 Penalty: 1136.766846
	Iteration 72Q: 3 clusters Score -1.554209e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -15542059.000000 Penalty: 1136.766846
	Iteration 73Q: 3 clusters Score -1.554206e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155616 members 
Mstep: Class 2 contains 110568 members 
Entering Unmasked Estep 
Score: -15542117.000000 Penalty: 1136.766846
	Iteration 74Q: 3 clusters Score -1.554212e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 111060 members 
Entering Unmasked Estep 
Score: -15542127.000000 Penalty: 1136.766846
	Iteration 75Q: 3 clusters Score -1.554213e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -15542113.000000 Penalty: 1136.766846
	Iteration 76Q: 3 clusters Score -1.554211e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -15542181.000000 Penalty: 1136.766846
	Iteration 77Q: 3 clusters Score -1.554218e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 112556 members 
Entering Unmasked Estep 
Score: -15542289.000000 Penalty: 1136.766846
	Iteration 78Q: 3 clusters Score -1.554229e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -15542312.000000 Penalty: 1136.766846
	Iteration 79Q: 3 clusters Score -1.554231e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -15542377.000000 Penalty: 1136.766846
	Iteration 80F: 3 clusters Score -1.554238e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151927 members 
Mstep: Class 2 contains 114257 members 
Entering Unmasked Estep 
Score: -15542433.000000 Penalty: 1136.766846
	Iteration 81Q: 3 clusters Score -1.554243e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -15542510.000000 Penalty: 1136.766846
	Iteration 82Q: 3 clusters Score -1.554251e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150784 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -15542512.000000 Penalty: 1136.766846
	Iteration 83Q: 3 clusters Score -1.554251e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -15542581.000000 Penalty: 1136.766846
	Iteration 84Q: 3 clusters Score -1.554258e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 116491 members 
Entering Unmasked Estep 
Score: -15542576.000000 Penalty: 1136.766846
	Iteration 85Q: 3 clusters Score -1.554258e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -15542647.000000 Penalty: 1136.766846
	Iteration 86Q: 3 clusters Score -1.554265e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 117598 members 
Entering Unmasked Estep 
Score: -15542637.000000 Penalty: 1136.766846
	Iteration 87Q: 3 clusters Score -1.554264e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -15542709.000000 Penalty: 1136.766846
	Iteration 88Q: 3 clusters Score -1.554271e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -15542749.000000 Penalty: 1136.766846
	Iteration 89Q: 3 clusters Score -1.554275e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146841 members 
Mstep: Class 2 contains 119343 members 
Entering Unmasked Estep 
Score: -15542831.000000 Penalty: 1136.766846
	Iteration 90Q: 3 clusters Score -1.554283e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146289 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -15542871.000000 Penalty: 1136.766846
	Iteration 91Q: 3 clusters Score -1.554287e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -15542894.000000 Penalty: 1136.766846
	Iteration 92Q: 3 clusters Score -1.554289e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145275 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -15542974.000000 Penalty: 1136.766846
	Iteration 93Q: 3 clusters Score -1.554297e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -15543064.000000 Penalty: 1136.766846
	Iteration 94Q: 3 clusters Score -1.554306e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144297 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -15543106.000000 Penalty: 1136.766846
	Iteration 95Q: 3 clusters Score -1.554311e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -15543066.000000 Penalty: 1136.766846
	Iteration 96Q: 3 clusters Score -1.554307e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 122942 members 
Entering Unmasked Estep 
Score: -15543174.000000 Penalty: 1136.766846
	Iteration 97Q: 3 clusters Score -1.554317e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -15543210.000000 Penalty: 1136.766846
	Iteration 98Q: 3 clusters Score -1.554321e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -15543264.000000 Penalty: 1136.766846
	Iteration 99Q: 3 clusters Score -1.554326e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 124364 members 
Entering Unmasked Estep 
Score: -15543341.000000 Penalty: 1136.766846
	Iteration 100F: 3 clusters Score -1.554334e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141368 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -15543396.000000 Penalty: 1136.766846
	Iteration 101Q: 3 clusters Score -1.55434e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 125258 members 
Entering Unmasked Estep 
Score: -15543379.000000 Penalty: 1136.766846
	Iteration 102Q: 3 clusters Score -1.554338e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140529 members 
Mstep: Class 2 contains 125655 members 
Entering Unmasked Estep 
Score: -15543403.000000 Penalty: 1136.766846
	Iteration 103Q: 3 clusters Score -1.55434e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -15543373.000000 Penalty: 1136.766846
	Iteration 104Q: 3 clusters Score -1.554337e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 126392 members 
Entering Unmasked Estep 
Score: -15543336.000000 Penalty: 1136.766846
	Iteration 105Q: 3 clusters Score -1.554334e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139458 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -15543375.000000 Penalty: 1136.766846
	Iteration 106Q: 3 clusters Score -1.554338e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139152 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -15543396.000000 Penalty: 1136.766846
	Iteration 107Q: 3 clusters Score -1.55434e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138847 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -15543395.000000 Penalty: 1136.766846
	Iteration 108Q: 3 clusters Score -1.55434e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138595 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -15543412.000000 Penalty: 1136.766846
	Iteration 109Q: 3 clusters Score -1.554341e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138388 members 
Mstep: Class 2 contains 127796 members 
Entering Unmasked Estep 
Score: -15543412.000000 Penalty: 1136.766846
	Iteration 110Q: 3 clusters Score -1.554341e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -15543479.000000 Penalty: 1136.766846
	Iteration 111Q: 3 clusters Score -1.554348e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 128119 members 
Entering Unmasked Estep 
Score: -15543507.000000 Penalty: 1136.766846
	Iteration 112Q: 3 clusters Score -1.554351e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137945 members 
Mstep: Class 2 contains 128239 members 
Entering Unmasked Estep 
Score: -15543537.000000 Penalty: 1136.766846
	Iteration 113Q: 3 clusters Score -1.554354e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137874 members 
Mstep: Class 2 contains 128310 members 
Entering Unmasked Estep 
Score: -15543594.000000 Penalty: 1136.766846
	Iteration 114Q: 3 clusters Score -1.554359e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137851 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -15543593.000000 Penalty: 1136.766846
	Iteration 115Q: 3 clusters Score -1.554359e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137840 members 
Mstep: Class 2 contains 128344 members 
Entering Unmasked Estep 
Score: -15543622.000000 Penalty: 1136.766846
	Iteration 116Q: 3 clusters Score -1.554362e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137857 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -15543602.000000 Penalty: 1136.766846
	Iteration 117Q: 3 clusters Score -1.55436e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137877 members 
Mstep: Class 2 contains 128307 members 
Entering Unmasked Estep 
Score: -15543621.000000 Penalty: 1136.766846
	Iteration 118Q: 3 clusters Score -1.554362e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137901 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -15543623.000000 Penalty: 1136.766846
	Iteration 119Q: 3 clusters Score -1.554362e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137941 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -15543620.000000 Penalty: 1136.766846
	Iteration 120F: 3 clusters Score -1.554362e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138005 members 
Mstep: Class 2 contains 128179 members 
Entering Unmasked Estep 
Score: -15543618.000000 Penalty: 1136.766846
	Iteration 121Q: 3 clusters Score -1.554362e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 128110 members 
Entering Unmasked Estep 
Score: -15543631.000000 Penalty: 1136.766846
	Iteration 122Q: 3 clusters Score -1.554363e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -15543630.000000 Penalty: 1136.766846
	Iteration 123Q: 3 clusters Score -1.554363e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138251 members 
Mstep: Class 2 contains 127933 members 
Entering Unmasked Estep 
Score: -15543636.000000 Penalty: 1136.766846
	Iteration 124Q: 3 clusters Score -1.554364e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -15543634.000000 Penalty: 1136.766846
	Iteration 125Q: 3 clusters Score -1.554363e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 127708 members 
Entering Unmasked Estep 
Score: -15543627.000000 Penalty: 1136.766846
	Iteration 126Q: 3 clusters Score -1.554363e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -15543612.000000 Penalty: 1136.766846
	Iteration 127Q: 3 clusters Score -1.554361e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -15543618.000000 Penalty: 1136.766846
	Iteration 128Q: 3 clusters Score -1.554362e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138810 members 
Mstep: Class 2 contains 127374 members 
Entering Unmasked Estep 
Score: -15543614.000000 Penalty: 1136.766846
	Iteration 129Q: 3 clusters Score -1.554361e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138905 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -15543630.000000 Penalty: 1136.766846
	Iteration 130Q: 3 clusters Score -1.554363e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138964 members 
Mstep: Class 2 contains 127220 members 
Entering Unmasked Estep 
Score: -15543605.000000 Penalty: 1136.766846
	Iteration 131Q: 3 clusters Score -1.55436e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 127184 members 
Entering Unmasked Estep 
Score: -15543606.000000 Penalty: 1136.766846
	Iteration 132Q: 3 clusters Score -1.554361e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 127147 members 
Entering Unmasked Estep 
Score: -15543593.000000 Penalty: 1136.766846
	Iteration 133Q: 3 clusters Score -1.554359e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139082 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -15543600.000000 Penalty: 1136.766846
	Iteration 134Q: 3 clusters Score -1.55436e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -15543618.000000 Penalty: 1136.766846
	Iteration 135Q: 3 clusters Score -1.554362e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -15543599.000000 Penalty: 1136.766846
	Iteration 136Q: 3 clusters Score -1.55436e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -15543598.000000 Penalty: 1136.766846
	Iteration 137Q: 3 clusters Score -1.55436e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139198 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -15543594.000000 Penalty: 1136.766846
	Iteration 138Q: 3 clusters Score -1.554359e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139191 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -15543576.000000 Penalty: 1136.766846
	Iteration 139Q: 3 clusters Score -1.554358e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139174 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -15543556.000000 Penalty: 1136.766846
	Iteration 140F: 3 clusters Score -1.554356e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139165 members 
Mstep: Class 2 contains 127019 members 
Entering Unmasked Estep 
Score: -15543555.000000 Penalty: 1136.766846
	Iteration 141Q: 3 clusters Score -1.554356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139169 members 
Mstep: Class 2 contains 127015 members 
Entering Unmasked Estep 
Score: -15543569.000000 Penalty: 1136.766846
	Iteration 142Q: 3 clusters Score -1.554357e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -15543559.000000 Penalty: 1136.766846
	Iteration 143Q: 3 clusters Score -1.554356e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139170 members 
Mstep: Class 2 contains 127014 members 
Entering Unmasked Estep 
Score: -15543561.000000 Penalty: 1136.766846
	Iteration 144Q: 3 clusters Score -1.554356e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 127008 members 
Entering Unmasked Estep 
Score: -15543561.000000 Penalty: 1136.766846
	Iteration 145Q: 3 clusters Score -1.554356e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 127007 members 
Entering Unmasked Estep 
Score: -15543546.000000 Penalty: 1136.766846
	Iteration 146Q: 3 clusters Score -1.554355e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 127016 members 
Entering Unmasked Estep 
Score: -15543535.000000 Penalty: 1136.766846
	Iteration 147Q: 3 clusters Score -1.554354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -15543536.000000 Penalty: 1136.766846
	Iteration 148Q: 3 clusters Score -1.554354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139123 members 
Mstep: Class 2 contains 127061 members 
Entering Unmasked Estep 
Score: -15543547.000000 Penalty: 1136.766846
	Iteration 149Q: 3 clusters Score -1.554355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Mstep: Class 2 contains 127072 members 
Entering Unmasked Estep 
Score: -15543545.000000 Penalty: 1136.766846
	Iteration 150Q: 3 clusters Score -1.554354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139105 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -15543558.000000 Penalty: 1136.766846
	Iteration 151Q: 3 clusters Score -1.554356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -15543542.000000 Penalty: 1136.766846
	Iteration 152Q: 3 clusters Score -1.554354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -15543540.000000 Penalty: 1136.766846
	Iteration 153Q: 3 clusters Score -1.554354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 127082 members 
Entering Unmasked Estep 
Score: -15543551.000000 Penalty: 1136.766846
	Iteration 154Q: 3 clusters Score -1.554355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139092 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -15543560.000000 Penalty: 1136.766846
	Iteration 155Q: 3 clusters Score -1.554356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -15543574.000000 Penalty: 1136.766846
	Iteration 156Q: 3 clusters Score -1.554357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139083 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -15543579.000000 Penalty: 1136.766846
	Iteration 157Q: 3 clusters Score -1.554358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139077 members 
Mstep: Class 2 contains 127107 members 
Entering Unmasked Estep 
Score: -15543586.000000 Penalty: 1136.766846
	Iteration 158Q: 3 clusters Score -1.554359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139075 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -15543591.000000 Penalty: 1136.766846
	Iteration 159Q: 3 clusters Score -1.554359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139075 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -15543596.000000 Penalty: 1136.766846
	Iteration 160F: 3 clusters Score -1.55436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -15543597.000000 Penalty: 1136.766846
	Iteration 161Q: 3 clusters Score -1.55436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139085 members 
Mstep: Class 2 contains 127099 members 
Entering Unmasked Estep 
Score: -15543602.000000 Penalty: 1136.766846
	Iteration 162Q: 3 clusters Score -1.55436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139092 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -15543607.000000 Penalty: 1136.766846
	Iteration 163Q: 3 clusters Score -1.554361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -15543605.000000 Penalty: 1136.766846
	Iteration 164Q: 3 clusters Score -1.55436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139105 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -15543618.000000 Penalty: 1136.766846
	Iteration 165Q: 3 clusters Score -1.554362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -15543623.000000 Penalty: 1136.766846
	Iteration 166Q: 3 clusters Score -1.554362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -15543616.000000 Penalty: 1136.766846
	Iteration 167Q: 3 clusters Score -1.554362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139116 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
Score: -15543622.000000 Penalty: 1136.766846
	Iteration 168Q: 3 clusters Score -1.554362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139116 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
Score: -15543632.000000 Penalty: 1136.766846
	Iteration 169Q: 3 clusters Score -1.554363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 127069 members 
Entering Unmasked Estep 
Score: -15543625.000000 Penalty: 1136.766846
	Iteration 170Q: 3 clusters Score -1.554362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 127069 members 
Entering Unmasked Estep 
Score: -15543625.000000 Penalty: 1136.766846
	Iteration 171Q: 3 clusters Score -1.554362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -15543616.000000 Penalty: 1136.766846
	Iteration 172Q: 3 clusters Score -1.554362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -15543609.000000 Penalty: 1136.766846
	Iteration 173Q: 3 clusters Score -1.554361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -15543620.000000 Penalty: 1136.766846
	Iteration 174Q: 3 clusters Score -1.554362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139099 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -15543604.000000 Penalty: 1136.766846
	Iteration 175Q: 3 clusters Score -1.55436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -15543602.000000 Penalty: 1136.766846
	Iteration 176Q: 3 clusters Score -1.55436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -15543600.000000 Penalty: 1136.766846
	Iteration 177Q: 3 clusters Score -1.55436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 127090 members 
Entering Unmasked Estep 
Score: -15543598.000000 Penalty: 1136.766846
	Iteration 178Q: 3 clusters Score -1.55436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -15543595.000000 Penalty: 1136.766846
	Iteration 179Q: 3 clusters Score -1.55436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -15543607.000000 Penalty: 1136.766846
	Iteration 180F: 3 clusters Score -1.554361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 127090 members 
Entering Unmasked Estep 
Score: -15543602.000000 Penalty: 1136.766846
	Iteration 181Q: 3 clusters Score -1.55436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -15543603.000000 Penalty: 1136.766846
	Iteration 182Q: 3 clusters Score -1.55436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -15543609.000000 Penalty: 1136.766846
	Iteration 183Q: 3 clusters Score -1.554361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -15543609.000000 Penalty: 1136.766846
	Iteration 184Q: 3 clusters Score -1.554361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -15543609.000000 Penalty: 1136.766846
	Iteration 185F: 3 clusters Score -1.554361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 139095 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 33559 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59647 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 127089 members 
Entering Unmasked Estep 
Score: -23055034.000000 Penalty: 14109.168945
Splitting cluster 6 changes total score from -23051244.000000 to -23055034.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -96667.296875 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -96667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -95355.171875 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -95355.17 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -95787.156250 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -95787.16 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -95892.601562 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -95892.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -95949.640625 Penalty: 678.799805
	Iteration 3F: 3 clusters Score -95949.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -95988.062500 Penalty: 678.799805
	Iteration 4Q: 3 clusters Score -95988.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -96032.609375 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -96032.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96069.617188 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -96069.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96105.882812 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -96105.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96139.015625 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -96139.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96174.218750 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -96174.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96213.531250 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -96213.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -96246.070312 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -96246.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96279.671875 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -96279.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -96309.468750 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -96309.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -96324.007812 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -96324.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -96332.703125 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -96332.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -96347.921875 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -96347.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -96357.546875 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -96357.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -96366.828125 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -96366.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -96376.203125 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -96376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -96385.164062 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -96385.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -96390.093750 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -96390.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -96391.554688 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -96391.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -96393.093750 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -96393.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -96393.429688 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -96393.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -96393.429688 Penalty: 678.799805
	Iteration 25F: 3 clusters Score -96393.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -179787.468750 Penalty: 362.542786
	Iteration 0F: 2 clusters Score -179787.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -177736.140625 Penalty: 725.085571
	Iteration 0F: 3 clusters Score -177736.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -178469.656250 Penalty: 725.085571
	Iteration 1F: 3 clusters Score -178469.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -178625.671875 Penalty: 725.085571
	Iteration 2F: 3 clusters Score -178625.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178769.921875 Penalty: 725.085571
	Iteration 3F: 3 clusters Score -178769.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -178873.796875 Penalty: 725.085571
	Iteration 4F: 3 clusters Score -178873.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -178954.234375 Penalty: 725.085571
	Iteration 5Q: 3 clusters Score -178954.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -179038.156250 Penalty: 725.085571
	Iteration 6Q: 3 clusters Score -179038.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -179116.875000 Penalty: 725.085571
	Iteration 7Q: 3 clusters Score -179116.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -179177.078125 Penalty: 725.085571
	Iteration 8Q: 3 clusters Score -179177.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -179218.250000 Penalty: 725.085571
	Iteration 9Q: 3 clusters Score -179218.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -179256.765625 Penalty: 725.085571
	Iteration 10Q: 3 clusters Score -179256.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -179296.343750 Penalty: 725.085571
	Iteration 11Q: 3 clusters Score -179296.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -179326.468750 Penalty: 725.085571
	Iteration 12Q: 3 clusters Score -179326.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -179350.531250 Penalty: 725.085571
	Iteration 13Q: 3 clusters Score -179350.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -179366.531250 Penalty: 725.085571
	Iteration 14Q: 3 clusters Score -179366.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -179381.031250 Penalty: 725.085571
	Iteration 15Q: 3 clusters Score -179381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -179394.843750 Penalty: 725.085571
	Iteration 16Q: 3 clusters Score -179394.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -179413.875000 Penalty: 725.085571
	Iteration 17Q: 3 clusters Score -179413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -179426.500000 Penalty: 725.085571
	Iteration 18Q: 3 clusters Score -179426.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -179434.046875 Penalty: 725.085571
	Iteration 19Q: 3 clusters Score -179434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -179437.171875 Penalty: 725.085571
	Iteration 20F: 3 clusters Score -179437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -179439.921875 Penalty: 725.085571
	Iteration 21Q: 3 clusters Score -179439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -179441.453125 Penalty: 725.085571
	Iteration 22Q: 3 clusters Score -179441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -179443.250000 Penalty: 725.085571
	Iteration 23Q: 3 clusters Score -179443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -179443.421875 Penalty: 725.085571
	Iteration 24Q: 3 clusters Score -179443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -179443.421875 Penalty: 725.085571
	Iteration 25F: 3 clusters Score -179443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -57027.906250 Penalty: 313.476410
	Iteration 0F: 2 clusters Score -57027.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -56257.609375 Penalty: 626.952820
	Iteration 0F: 3 clusters Score -56257.61 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -56517.902344 Penalty: 626.952820
	Iteration 1F: 3 clusters Score -56517.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -56571.523438 Penalty: 626.952820
	Iteration 2F: 3 clusters Score -56571.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56600.984375 Penalty: 626.952820
	Iteration 3Q: 3 clusters Score -56600.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -56619.769531 Penalty: 626.952820
	Iteration 4Q: 3 clusters Score -56619.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -56640.886719 Penalty: 626.952820
	Iteration 5Q: 3 clusters Score -56640.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -56665.097656 Penalty: 626.952820
	Iteration 6Q: 3 clusters Score -56665.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -56690.796875 Penalty: 626.952820
	Iteration 7Q: 3 clusters Score -56690.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -56725.910156 Penalty: 626.952820
	Iteration 8Q: 3 clusters Score -56725.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -56747.875000 Penalty: 626.952820
	Iteration 9Q: 3 clusters Score -56747.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -56760.285156 Penalty: 626.952820
	Iteration 10Q: 3 clusters Score -56760.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -56766.746094 Penalty: 626.952820
	Iteration 11Q: 3 clusters Score -56766.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -56775.605469 Penalty: 626.952820
	Iteration 12Q: 3 clusters Score -56775.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -56782.269531 Penalty: 626.952820
	Iteration 13Q: 3 clusters Score -56782.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -56785.527344 Penalty: 626.952820
	Iteration 14Q: 3 clusters Score -56785.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -56791.050781 Penalty: 626.952820
	Iteration 15Q: 3 clusters Score -56791.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -56799.460938 Penalty: 626.952820
	Iteration 16Q: 3 clusters Score -56799.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -56808.871094 Penalty: 626.952820
	Iteration 17Q: 3 clusters Score -56808.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -56814.613281 Penalty: 626.952820
	Iteration 18Q: 3 clusters Score -56814.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -56817.406250 Penalty: 626.952820
	Iteration 19Q: 3 clusters Score -56817.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -56819.261719 Penalty: 626.952820
	Iteration 20F: 3 clusters Score -56819.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -56820.246094 Penalty: 626.952820
	Iteration 21Q: 3 clusters Score -56820.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -56821.062500 Penalty: 626.952820
	Iteration 22Q: 3 clusters Score -56821.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -56822.601562 Penalty: 626.952820
	Iteration 23Q: 3 clusters Score -56822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -56823.265625 Penalty: 626.952820
	Iteration 24Q: 3 clusters Score -56823.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -56823.265625 Penalty: 626.952820
	Iteration 25F: 3 clusters Score -56823.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Entering Unmasked Estep 
Score: -204234.515625 Penalty: 372.496796
	Iteration 0F: 2 clusters Score -204234.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -201840.890625 Penalty: 744.993591
	Iteration 0F: 3 clusters Score -201840.9 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -202927.531250 Penalty: 744.993591
	Iteration 1F: 3 clusters Score -202927.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -203195.390625 Penalty: 744.993591
	Iteration 2F: 3 clusters Score -203195.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -203418.250000 Penalty: 744.993591
	Iteration 3F: 3 clusters Score -203418.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -203584.109375 Penalty: 744.993591
	Iteration 4F: 3 clusters Score -203584.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -203713.890625 Penalty: 744.993591
	Iteration 5Q: 3 clusters Score -203713.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -203797.796875 Penalty: 744.993591
	Iteration 6Q: 3 clusters Score -203797.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -203844.593750 Penalty: 744.993591
	Iteration 7Q: 3 clusters Score -203844.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -203876.343750 Penalty: 744.993591
	Iteration 8Q: 3 clusters Score -203876.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -203903.750000 Penalty: 744.993591
	Iteration 9Q: 3 clusters Score -203903.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -203926.343750 Penalty: 744.993591
	Iteration 10Q: 3 clusters Score -203926.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -203947.296875 Penalty: 744.993591
	Iteration 11Q: 3 clusters Score -203947.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -203966.343750 Penalty: 744.993591
	Iteration 12Q: 3 clusters Score -203966.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -203977.125000 Penalty: 744.993591
	Iteration 13Q: 3 clusters Score -203977.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -203987.687500 Penalty: 744.993591
	Iteration 14Q: 3 clusters Score -203987.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -203998.656250 Penalty: 744.993591
	Iteration 15Q: 3 clusters Score -203998.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -204008.156250 Penalty: 744.993591
	Iteration 16Q: 3 clusters Score -204008.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -204021.250000 Penalty: 744.993591
	Iteration 17Q: 3 clusters Score -204021.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -204027.781250 Penalty: 744.993591
	Iteration 18Q: 3 clusters Score -204027.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -204032.234375 Penalty: 744.993591
	Iteration 19Q: 3 clusters Score -204032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -204034.843750 Penalty: 744.993591
	Iteration 20F: 3 clusters Score -204034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -204037.234375 Penalty: 744.993591
	Iteration 21Q: 3 clusters Score -204037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -204038.656250 Penalty: 744.993591
	Iteration 22Q: 3 clusters Score -204038.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -204040.828125 Penalty: 744.993591
	Iteration 23Q: 3 clusters Score -204040.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -204045.015625 Penalty: 744.993591
	Iteration 24Q: 3 clusters Score -204045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -204047.421875 Penalty: 744.993591
	Iteration 25Q: 3 clusters Score -204047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -204048.296875 Penalty: 744.993591
	Iteration 26Q: 3 clusters Score -204048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -204048.546875 Penalty: 744.993591
	Iteration 27Q: 3 clusters Score -204048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -204049.437500 Penalty: 744.993591
	Iteration 28Q: 3 clusters Score -204049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -204049.984375 Penalty: 744.993591
	Iteration 29Q: 3 clusters Score -204050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -204049.984375 Penalty: 744.993591
	Iteration 30Q: 3 clusters Score -204050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -204050.625000 Penalty: 744.993591
	Iteration 31Q: 3 clusters Score -204050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -204051.093750 Penalty: 744.993591
	Iteration 32Q: 3 clusters Score -204051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -204051.203125 Penalty: 744.993591
	Iteration 33Q: 3 clusters Score -204051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -204052.281250 Penalty: 744.993591
	Iteration 34Q: 3 clusters Score -204052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -204054.703125 Penalty: 744.993591
	Iteration 35Q: 3 clusters Score -204054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -204056.187500 Penalty: 744.993591
	Iteration 36Q: 3 clusters Score -204056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -204056.484375 Penalty: 744.993591
	Iteration 37Q: 3 clusters Score -204056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -204058.218750 Penalty: 744.993591
	Iteration 38Q: 3 clusters Score -204058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -204061.718750 Penalty: 744.993591
	Iteration 39Q: 3 clusters Score -204061.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -204064.203125 Penalty: 744.993591
	Iteration 40F: 3 clusters Score -204064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -204066.984375 Penalty: 744.993591
	Iteration 41Q: 3 clusters Score -204067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -204068.250000 Penalty: 744.993591
	Iteration 42Q: 3 clusters Score -204068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -204069.781250 Penalty: 744.993591
	Iteration 43Q: 3 clusters Score -204069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -204070.765625 Penalty: 744.993591
	Iteration 44Q: 3 clusters Score -204070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -204073.031250 Penalty: 744.993591
	Iteration 45Q: 3 clusters Score -204073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -204077.171875 Penalty: 744.993591
	Iteration 46Q: 3 clusters Score -204077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -204078.171875 Penalty: 744.993591
	Iteration 47Q: 3 clusters Score -204078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -204078.906250 Penalty: 744.993591
	Iteration 48Q: 3 clusters Score -204078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -204079.109375 Penalty: 744.993591
	Iteration 49Q: 3 clusters Score -204079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -204079.171875 Penalty: 744.993591
	Iteration 50Q: 3 clusters Score -204079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -204079.656250 Penalty: 744.993591
	Iteration 51Q: 3 clusters Score -204079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -204080.000000 Penalty: 744.993591
	Iteration 52Q: 3 clusters Score -204080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -204080.453125 Penalty: 744.993591
	Iteration 53Q: 3 clusters Score -204080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -204080.609375 Penalty: 744.993591
	Iteration 54Q: 3 clusters Score -204080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -204081.125000 Penalty: 744.993591
	Iteration 55Q: 3 clusters Score -204081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -204081.156250 Penalty: 744.993591
	Iteration 56Q: 3 clusters Score -204081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -204081.156250 Penalty: 744.993591
	Iteration 57F: 3 clusters Score -204081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -159734.437500 Penalty: 360.247894
	Iteration 0F: 2 clusters Score -159734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -157820.265625 Penalty: 720.495789
	Iteration 0F: 3 clusters Score -157820.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -158537.921875 Penalty: 720.495789
	Iteration 1F: 3 clusters Score -158537.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -158756.593750 Penalty: 720.495789
	Iteration 2F: 3 clusters Score -158756.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -158943.625000 Penalty: 720.495789
	Iteration 3F: 3 clusters Score -158943.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -159082.093750 Penalty: 720.495789
	Iteration 4F: 3 clusters Score -159082.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -159189.750000 Penalty: 720.495789
	Iteration 5Q: 3 clusters Score -159189.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -159257.296875 Penalty: 720.495789
	Iteration 6Q: 3 clusters Score -159257.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -159308.093750 Penalty: 720.495789
	Iteration 7Q: 3 clusters Score -159308.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -159332.859375 Penalty: 720.495789
	Iteration 8Q: 3 clusters Score -159332.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -159355.265625 Penalty: 720.495789
	Iteration 9Q: 3 clusters Score -159355.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -159370.265625 Penalty: 720.495789
	Iteration 10Q: 3 clusters Score -159370.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -159379.937500 Penalty: 720.495789
	Iteration 11Q: 3 clusters Score -159379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -159393.015625 Penalty: 720.495789
	Iteration 12Q: 3 clusters Score -159393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -159402.625000 Penalty: 720.495789
	Iteration 13Q: 3 clusters Score -159402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -159406.593750 Penalty: 720.495789
	Iteration 14Q: 3 clusters Score -159406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -159410.375000 Penalty: 720.495789
	Iteration 15Q: 3 clusters Score -159410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -159414.328125 Penalty: 720.495789
	Iteration 16Q: 3 clusters Score -159414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -159420.390625 Penalty: 720.495789
	Iteration 17Q: 3 clusters Score -159420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -159431.281250 Penalty: 720.495789
	Iteration 18Q: 3 clusters Score -159431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -159432.031250 Penalty: 720.495789
	Iteration 19Q: 3 clusters Score -159432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -159432.734375 Penalty: 720.495789
	Iteration 20F: 3 clusters Score -159432.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Entering Unmasked Estep 
Score: -2090931.125000 Penalty: 474.158264
	Iteration 0F: 2 clusters Score -2090931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2068588.500000 Penalty: 948.316528
	Iteration 0F: 3 clusters Score -2068588 nChanged 16191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2077964.625000 Penalty: 948.316528
	Iteration 1F: 3 clusters Score -2077965 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2078450.250000 Penalty: 948.316528
	Iteration 2Q: 3 clusters Score -2078450 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2079289.000000 Penalty: 948.316528
	Iteration 3Q: 3 clusters Score -2079289 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2080573.000000 Penalty: 948.316528
	Iteration 4F: 3 clusters Score -2080573 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2082219.000000 Penalty: 948.316528
	Iteration 5F: 3 clusters Score -2082219 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2083850.125000 Penalty: 948.316528
	Iteration 6F: 3 clusters Score -2083850 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2085255.625000 Penalty: 948.316528
	Iteration 7F: 3 clusters Score -2085256 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2086353.750000 Penalty: 948.316528
	Iteration 8Q: 3 clusters Score -2086354 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2087056.500000 Penalty: 948.316528
	Iteration 9Q: 3 clusters Score -2087056 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2087403.000000 Penalty: 948.316528
	Iteration 10Q: 3 clusters Score -2087403 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2087596.125000 Penalty: 948.316528
	Iteration 11Q: 3 clusters Score -2087596 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2087767.875000 Penalty: 948.316528
	Iteration 12Q: 3 clusters Score -2087768 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2087964.875000 Penalty: 948.316528
	Iteration 13Q: 3 clusters Score -2087965 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2088182.500000 Penalty: 948.316528
	Iteration 14Q: 3 clusters Score -2088182 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2088416.500000 Penalty: 948.316528
	Iteration 15Q: 3 clusters Score -2088416 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2088637.250000 Penalty: 948.316528
	Iteration 16Q: 3 clusters Score -2088637 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2088860.500000 Penalty: 948.316528
	Iteration 17Q: 3 clusters Score -2088860 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2089091.250000 Penalty: 948.316528
	Iteration 18Q: 3 clusters Score -2089091 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2089320.000000 Penalty: 948.316528
	Iteration 19Q: 3 clusters Score -2089320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2089481.125000 Penalty: 948.316528
	Iteration 20F: 3 clusters Score -2089481 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2089634.125000 Penalty: 948.316528
	Iteration 21Q: 3 clusters Score -2089634 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2089752.750000 Penalty: 948.316528
	Iteration 22Q: 3 clusters Score -2089753 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2089849.625000 Penalty: 948.316528
	Iteration 23Q: 3 clusters Score -2089850 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2089945.375000 Penalty: 948.316528
	Iteration 24Q: 3 clusters Score -2089945 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2090033.375000 Penalty: 948.316528
	Iteration 25Q: 3 clusters Score -2090033 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2090100.875000 Penalty: 948.316528
	Iteration 26Q: 3 clusters Score -2090101 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2090173.125000 Penalty: 948.316528
	Iteration 27Q: 3 clusters Score -2090173 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2090246.750000 Penalty: 948.316528
	Iteration 28Q: 3 clusters Score -2090247 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2090298.125000 Penalty: 948.316528
	Iteration 29Q: 3 clusters Score -2090298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2090363.750000 Penalty: 948.316528
	Iteration 30Q: 3 clusters Score -2090364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2090423.750000 Penalty: 948.316528
	Iteration 31Q: 3 clusters Score -2090424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2090448.125000 Penalty: 948.316528
	Iteration 32Q: 3 clusters Score -2090448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2090483.000000 Penalty: 948.316528
	Iteration 33Q: 3 clusters Score -2090483 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2090521.375000 Penalty: 948.316528
	Iteration 34Q: 3 clusters Score -2090521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2090544.750000 Penalty: 948.316528
	Iteration 35Q: 3 clusters Score -2090545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2090565.875000 Penalty: 948.316528
	Iteration 36Q: 3 clusters Score -2090566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2090587.625000 Penalty: 948.316528
	Iteration 37Q: 3 clusters Score -2090588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2090611.000000 Penalty: 948.316528
	Iteration 38Q: 3 clusters Score -2090611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2090631.375000 Penalty: 948.316528
	Iteration 39Q: 3 clusters Score -2090631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2090644.875000 Penalty: 948.316528
	Iteration 40F: 3 clusters Score -2090645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2090653.125000 Penalty: 948.316528
	Iteration 41Q: 3 clusters Score -2090653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2090656.000000 Penalty: 948.316528
	Iteration 42Q: 3 clusters Score -2090656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2090659.750000 Penalty: 948.316528
	Iteration 43Q: 3 clusters Score -2090660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2090664.125000 Penalty: 948.316528
	Iteration 44Q: 3 clusters Score -2090664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2090661.625000 Penalty: 948.316528
	Iteration 45Q: 3 clusters Score -2090662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2090665.250000 Penalty: 948.316528
	Iteration 46Q: 3 clusters Score -2090665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2090665.875000 Penalty: 948.316528
	Iteration 47Q: 3 clusters Score -2090666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2090669.125000 Penalty: 948.316528
	Iteration 48Q: 3 clusters Score -2090669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2090676.125000 Penalty: 948.316528
	Iteration 49Q: 3 clusters Score -2090676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2090677.000000 Penalty: 948.316528
	Iteration 50Q: 3 clusters Score -2090677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2090676.625000 Penalty: 948.316528
	Iteration 51Q: 3 clusters Score -2090677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2090679.375000 Penalty: 948.316528
	Iteration 52Q: 3 clusters Score -2090679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2090678.750000 Penalty: 948.316528
	Iteration 53Q: 3 clusters Score -2090679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2090682.250000 Penalty: 948.316528
	Iteration 54Q: 3 clusters Score -2090682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2090683.625000 Penalty: 948.316528
	Iteration 55Q: 3 clusters Score -2090684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2090681.500000 Penalty: 948.316528
	Iteration 56Q: 3 clusters Score -2090682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2090682.875000 Penalty: 948.316528
	Iteration 57Q: 3 clusters Score -2090683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2090687.000000 Penalty: 948.316528
	Iteration 58Q: 3 clusters Score -2090687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2090689.375000 Penalty: 948.316528
	Iteration 59Q: 3 clusters Score -2090689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2090687.125000 Penalty: 948.316528
	Iteration 60F: 3 clusters Score -2090687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2090690.000000 Penalty: 948.316528
	Iteration 61Q: 3 clusters Score -2090690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2090687.875000 Penalty: 948.316528
	Iteration 62Q: 3 clusters Score -2090688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2090690.625000 Penalty: 948.316528
	Iteration 63Q: 3 clusters Score -2090691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2090690.625000 Penalty: 948.316528
	Iteration 64Q: 3 clusters Score -2090691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2090689.625000 Penalty: 948.316528
	Iteration 65Q: 3 clusters Score -2090690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2090690.625000 Penalty: 948.316528
	Iteration 66Q: 3 clusters Score -2090691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2090690.625000 Penalty: 948.316528
	Iteration 67F: 3 clusters Score -2090691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -20086.419922 Penalty: 273.176880
	Iteration 0F: 2 clusters Score -20086.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19689.279297 Penalty: 546.353760
	Iteration 0F: 3 clusters Score -19689.28 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19940.166016 Penalty: 546.353760
	Iteration 1F: 3 clusters Score -19940.17 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20068.681641 Penalty: 546.353760
	Iteration 2F: 3 clusters Score -20068.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20124.568359 Penalty: 546.353760
	Iteration 3F: 3 clusters Score -20124.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20157.154297 Penalty: 546.353760
	Iteration 4Q: 3 clusters Score -20157.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20167.800781 Penalty: 546.353760
	Iteration 5Q: 3 clusters Score -20167.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20202.441406 Penalty: 546.353760
	Iteration 6Q: 3 clusters Score -20202.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20205.474609 Penalty: 546.353760
	Iteration 7Q: 3 clusters Score -20205.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20205.708984 Penalty: 546.353760
	Iteration 8Q: 3 clusters Score -20205.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20205.708984 Penalty: 546.353760
	Iteration 9F: 3 clusters Score -20205.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 139095 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 33559 members 
Mstep: Class 13 contains 194 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59647 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 291 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 127089 members 
Mstep: Class 25 contains 211 members 
Entering Unmasked Estep 
Score: -23054812.000000 Penalty: 14697.050781
Splitting cluster 13 changes total score from -23051244.000000 to -23054812.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (63 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Entering Unmasked Estep 
Score: -2468.257324 Penalty: 188.512619
	Iteration 0F: 2 clusters Score -2468.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2320.332275 Penalty: 377.025238
	Iteration 0F: 3 clusters Score -2320.332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2391.330811 Penalty: 377.025238
	Iteration 1F: 3 clusters Score -2391.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2396.154297 Penalty: 377.025238
	Iteration 2Q: 3 clusters Score -2396.154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2396.154297 Penalty: 377.025238
	Iteration 3F: 3 clusters Score -2396.154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Entering Unmasked Estep 
Score: -3364055.000000 Penalty: 500.327026
	Iteration 0F: 2 clusters Score -3364055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3323810.750000 Penalty: 1000.654053
	Iteration 0F: 3 clusters Score -3323811 nChanged 29224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3341366.250000 Penalty: 1000.654053
	Iteration 1F: 3 clusters Score -3341366 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3342509.000000 Penalty: 1000.654053
	Iteration 2Q: 3 clusters Score -3342509 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3344327.500000 Penalty: 1000.654053
	Iteration 3F: 3 clusters Score -3344328 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3347371.250000 Penalty: 1000.654053
	Iteration 4F: 3 clusters Score -3347371 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3351718.250000 Penalty: 1000.654053
	Iteration 5F: 3 clusters Score -3351718 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3356468.500000 Penalty: 1000.654053
	Iteration 6F: 3 clusters Score -3356468 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3360226.000000 Penalty: 1000.654053
	Iteration 7F: 3 clusters Score -3360226 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3362327.500000 Penalty: 1000.654053
	Iteration 8Q: 3 clusters Score -3362328 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3363230.500000 Penalty: 1000.654053
	Iteration 9Q: 3 clusters Score -3363230 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3363488.250000 Penalty: 1000.654053
	Iteration 10Q: 3 clusters Score -3363488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3363553.500000 Penalty: 1000.654053
	Iteration 11Q: 3 clusters Score -3363554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3363581.750000 Penalty: 1000.654053
	Iteration 12Q: 3 clusters Score -3363582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -3363590.500000 Penalty: 1000.654053
	Iteration 13Q: 3 clusters Score -3363590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3363598.500000 Penalty: 1000.654053
	Iteration 14Q: 3 clusters Score -3363598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3363596.750000 Penalty: 1000.654053
	Iteration 15Q: 3 clusters Score -3363597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3363596.750000 Penalty: 1000.654053
	Iteration 16F: 3 clusters Score -3363597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -422508.875000 Penalty: 404.551239
	Iteration 0F: 2 clusters Score -422508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -417611.875000 Penalty: 809.102478
	Iteration 0F: 3 clusters Score -417611.9 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -419826.375000 Penalty: 809.102478
	Iteration 1F: 3 clusters Score -419826.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -420065.000000 Penalty: 809.102478
	Iteration 2F: 3 clusters Score -420065 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -420254.312500 Penalty: 809.102478
	Iteration 3F: 3 clusters Score -420254.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -420420.250000 Penalty: 809.102478
	Iteration 4Q: 3 clusters Score -420420.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -420581.156250 Penalty: 809.102478
	Iteration 5Q: 3 clusters Score -420581.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -420763.875000 Penalty: 809.102478
	Iteration 6Q: 3 clusters Score -420763.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -420925.968750 Penalty: 809.102478
	Iteration 7Q: 3 clusters Score -420926 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -421039.437500 Penalty: 809.102478
	Iteration 8Q: 3 clusters Score -421039.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -421111.031250 Penalty: 809.102478
	Iteration 9Q: 3 clusters Score -421111 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -421154.656250 Penalty: 809.102478
	Iteration 10Q: 3 clusters Score -421154.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -421178.906250 Penalty: 809.102478
	Iteration 11Q: 3 clusters Score -421178.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -421192.500000 Penalty: 809.102478
	Iteration 12Q: 3 clusters Score -421192.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -421201.562500 Penalty: 809.102478
	Iteration 13Q: 3 clusters Score -421201.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -421205.437500 Penalty: 809.102478
	Iteration 14Q: 3 clusters Score -421205.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -421211.437500 Penalty: 809.102478
	Iteration 15Q: 3 clusters Score -421211.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -421217.906250 Penalty: 809.102478
	Iteration 16Q: 3 clusters Score -421217.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -421222.250000 Penalty: 809.102478
	Iteration 17Q: 3 clusters Score -421222.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -421227.687500 Penalty: 809.102478
	Iteration 18Q: 3 clusters Score -421227.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -421234.406250 Penalty: 809.102478
	Iteration 19Q: 3 clusters Score -421234.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -421242.031250 Penalty: 809.102478
	Iteration 20F: 3 clusters Score -421242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -421248.375000 Penalty: 809.102478
	Iteration 21Q: 3 clusters Score -421248.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -421254.562500 Penalty: 809.102478
	Iteration 22Q: 3 clusters Score -421254.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -421259.250000 Penalty: 809.102478
	Iteration 23Q: 3 clusters Score -421259.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -421263.843750 Penalty: 809.102478
	Iteration 24Q: 3 clusters Score -421263.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -421267.562500 Penalty: 809.102478
	Iteration 25Q: 3 clusters Score -421267.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -421270.218750 Penalty: 809.102478
	Iteration 26Q: 3 clusters Score -421270.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -421275.906250 Penalty: 809.102478
	Iteration 27Q: 3 clusters Score -421275.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -421282.125000 Penalty: 809.102478
	Iteration 28Q: 3 clusters Score -421282.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -421286.406250 Penalty: 809.102478
	Iteration 29Q: 3 clusters Score -421286.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -421290.625000 Penalty: 809.102478
	Iteration 30Q: 3 clusters Score -421290.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -421294.906250 Penalty: 809.102478
	Iteration 31Q: 3 clusters Score -421294.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -421297.406250 Penalty: 809.102478
	Iteration 32Q: 3 clusters Score -421297.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -421300.875000 Penalty: 809.102478
	Iteration 33Q: 3 clusters Score -421300.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -421304.250000 Penalty: 809.102478
	Iteration 34Q: 3 clusters Score -421304.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -421307.312500 Penalty: 809.102478
	Iteration 35Q: 3 clusters Score -421307.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -421311.343750 Penalty: 809.102478
	Iteration 36Q: 3 clusters Score -421311.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -421312.968750 Penalty: 809.102478
	Iteration 37Q: 3 clusters Score -421313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -421315.312500 Penalty: 809.102478
	Iteration 38Q: 3 clusters Score -421315.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -421318.250000 Penalty: 809.102478
	Iteration 39Q: 3 clusters Score -421318.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -421322.156250 Penalty: 809.102478
	Iteration 40F: 3 clusters Score -421322.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -421327.593750 Penalty: 809.102478
	Iteration 41Q: 3 clusters Score -421327.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -421331.343750 Penalty: 809.102478
	Iteration 42Q: 3 clusters Score -421331.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -421334.687500 Penalty: 809.102478
	Iteration 43Q: 3 clusters Score -421334.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -421338.562500 Penalty: 809.102478
	Iteration 44Q: 3 clusters Score -421338.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -421337.968750 Penalty: 809.102478
	Iteration 45Q: 3 clusters Score -421338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -421340.312500 Penalty: 809.102478
	Iteration 46Q: 3 clusters Score -421340.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -421344.343750 Penalty: 809.102478
	Iteration 47Q: 3 clusters Score -421344.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -421346.250000 Penalty: 809.102478
	Iteration 48Q: 3 clusters Score -421346.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -421349.062500 Penalty: 809.102478
	Iteration 49Q: 3 clusters Score -421349.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -421350.906250 Penalty: 809.102478
	Iteration 50Q: 3 clusters Score -421350.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -421352.125000 Penalty: 809.102478
	Iteration 51Q: 3 clusters Score -421352.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -421354.156250 Penalty: 809.102478
	Iteration 52Q: 3 clusters Score -421354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -421356.156250 Penalty: 809.102478
	Iteration 53Q: 3 clusters Score -421356.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -421357.062500 Penalty: 809.102478
	Iteration 54Q: 3 clusters Score -421357.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -421357.562500 Penalty: 809.102478
	Iteration 55Q: 3 clusters Score -421357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -421358.593750 Penalty: 809.102478
	Iteration 56Q: 3 clusters Score -421358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -421358.437500 Penalty: 809.102478
	Iteration 57Q: 3 clusters Score -421358.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -421359.781250 Penalty: 809.102478
	Iteration 58Q: 3 clusters Score -421359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -421360.750000 Penalty: 809.102478
	Iteration 59Q: 3 clusters Score -421360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -421361.281250 Penalty: 809.102478
	Iteration 60F: 3 clusters Score -421361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -421361.093750 Penalty: 809.102478
	Iteration 61Q: 3 clusters Score -421361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -421360.937500 Penalty: 809.102478
	Iteration 62Q: 3 clusters Score -421360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -421360.718750 Penalty: 809.102478
	Iteration 63Q: 3 clusters Score -421360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -421360.875000 Penalty: 809.102478
	Iteration 64Q: 3 clusters Score -421360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -421360.343750 Penalty: 809.102478
	Iteration 65Q: 3 clusters Score -421360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -421360.406250 Penalty: 809.102478
	Iteration 66Q: 3 clusters Score -421360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -421360.218750 Penalty: 809.102478
	Iteration 67Q: 3 clusters Score -421360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -421360.218750 Penalty: 809.102478
	Iteration 68F: 3 clusters Score -421360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13431.791992 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13431.79 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 146 members 
Entering Unmasked Estep 
Score: -13130.998047 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -13131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13241.036133 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -13241.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13261.738281 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -13261.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13283.159180 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -13283.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13285.041992 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -13285.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13285.334961 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -13285.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13285.831055 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -13285.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13286.009766 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -13286.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13286.009766 Penalty: 504.965912
	Iteration 8F: 3 clusters Score -13286.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Entering Unmasked Estep 
Score: -599814.750000 Penalty: 423.547516
	Iteration 0F: 2 clusters Score -599814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -592562.812500 Penalty: 847.095032
	Iteration 0F: 3 clusters Score -592562.8 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -595871.125000 Penalty: 847.095032
	Iteration 1F: 3 clusters Score -595871.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -596401.562500 Penalty: 847.095032
	Iteration 2F: 3 clusters Score -596401.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -596945.687500 Penalty: 847.095032
	Iteration 3F: 3 clusters Score -596945.7 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -597432.937500 Penalty: 847.095032
	Iteration 4F: 3 clusters Score -597432.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -597842.375000 Penalty: 847.095032
	Iteration 5F: 3 clusters Score -597842.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -598152.875000 Penalty: 847.095032
	Iteration 6F: 3 clusters Score -598152.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -598365.375000 Penalty: 847.095032
	Iteration 7Q: 3 clusters Score -598365.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -598491.875000 Penalty: 847.095032
	Iteration 8Q: 3 clusters Score -598491.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -598569.687500 Penalty: 847.095032
	Iteration 9Q: 3 clusters Score -598569.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -598616.500000 Penalty: 847.095032
	Iteration 10Q: 3 clusters Score -598616.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -598653.125000 Penalty: 847.095032
	Iteration 11Q: 3 clusters Score -598653.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -598686.187500 Penalty: 847.095032
	Iteration 12Q: 3 clusters Score -598686.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -598714.875000 Penalty: 847.095032
	Iteration 13Q: 3 clusters Score -598714.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -598742.187500 Penalty: 847.095032
	Iteration 14Q: 3 clusters Score -598742.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -598769.375000 Penalty: 847.095032
	Iteration 15Q: 3 clusters Score -598769.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -598804.812500 Penalty: 847.095032
	Iteration 16Q: 3 clusters Score -598804.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -598835.312500 Penalty: 847.095032
	Iteration 17Q: 3 clusters Score -598835.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -598869.125000 Penalty: 847.095032
	Iteration 18Q: 3 clusters Score -598869.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -598898.625000 Penalty: 847.095032
	Iteration 19Q: 3 clusters Score -598898.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -598929.875000 Penalty: 847.095032
	Iteration 20F: 3 clusters Score -598929.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -598952.687500 Penalty: 847.095032
	Iteration 21Q: 3 clusters Score -598952.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -598977.500000 Penalty: 847.095032
	Iteration 22Q: 3 clusters Score -598977.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -599002.000000 Penalty: 847.095032
	Iteration 23Q: 3 clusters Score -599002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -599036.250000 Penalty: 847.095032
	Iteration 24Q: 3 clusters Score -599036.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -599082.437500 Penalty: 847.095032
	Iteration 25Q: 3 clusters Score -599082.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -599134.187500 Penalty: 847.095032
	Iteration 26Q: 3 clusters Score -599134.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -599203.312500 Penalty: 847.095032
	Iteration 27Q: 3 clusters Score -599203.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -599276.187500 Penalty: 847.095032
	Iteration 28Q: 3 clusters Score -599276.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -599357.562500 Penalty: 847.095032
	Iteration 29Q: 3 clusters Score -599357.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -599425.562500 Penalty: 847.095032
	Iteration 30Q: 3 clusters Score -599425.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -599474.875000 Penalty: 847.095032
	Iteration 31Q: 3 clusters Score -599474.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -599515.000000 Penalty: 847.095032
	Iteration 32Q: 3 clusters Score -599515 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -599548.187500 Penalty: 847.095032
	Iteration 33Q: 3 clusters Score -599548.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -599572.437500 Penalty: 847.095032
	Iteration 34Q: 3 clusters Score -599572.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -599594.750000 Penalty: 847.095032
	Iteration 35Q: 3 clusters Score -599594.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -599615.687500 Penalty: 847.095032
	Iteration 36Q: 3 clusters Score -599615.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -599637.875000 Penalty: 847.095032
	Iteration 37Q: 3 clusters Score -599637.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -599653.875000 Penalty: 847.095032
	Iteration 38Q: 3 clusters Score -599653.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -599664.500000 Penalty: 847.095032
	Iteration 39Q: 3 clusters Score -599664.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -599674.625000 Penalty: 847.095032
	Iteration 40F: 3 clusters Score -599674.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -599683.062500 Penalty: 847.095032
	Iteration 41Q: 3 clusters Score -599683.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -599690.312500 Penalty: 847.095032
	Iteration 42Q: 3 clusters Score -599690.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -599694.875000 Penalty: 847.095032
	Iteration 43Q: 3 clusters Score -599694.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -599698.625000 Penalty: 847.095032
	Iteration 44Q: 3 clusters Score -599698.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -599701.562500 Penalty: 847.095032
	Iteration 45Q: 3 clusters Score -599701.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -599702.812500 Penalty: 847.095032
	Iteration 46Q: 3 clusters Score -599702.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -599709.312500 Penalty: 847.095032
	Iteration 47Q: 3 clusters Score -599709.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -599714.812500 Penalty: 847.095032
	Iteration 48Q: 3 clusters Score -599714.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -599720.250000 Penalty: 847.095032
	Iteration 49Q: 3 clusters Score -599720.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -599726.500000 Penalty: 847.095032
	Iteration 50Q: 3 clusters Score -599726.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -599734.562500 Penalty: 847.095032
	Iteration 51Q: 3 clusters Score -599734.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -599738.250000 Penalty: 847.095032
	Iteration 52Q: 3 clusters Score -599738.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -599740.812500 Penalty: 847.095032
	Iteration 53Q: 3 clusters Score -599740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -599741.250000 Penalty: 847.095032
	Iteration 54Q: 3 clusters Score -599741.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -599744.000000 Penalty: 847.095032
	Iteration 55Q: 3 clusters Score -599744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -599747.062500 Penalty: 847.095032
	Iteration 56Q: 3 clusters Score -599747.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -599747.312500 Penalty: 847.095032
	Iteration 57Q: 3 clusters Score -599747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -599746.625000 Penalty: 847.095032
	Iteration 58Q: 3 clusters Score -599746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -599746.875000 Penalty: 847.095032
	Iteration 59Q: 3 clusters Score -599746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -599746.937500 Penalty: 847.095032
	Iteration 60F: 3 clusters Score -599746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -599747.250000 Penalty: 847.095032
	Iteration 61Q: 3 clusters Score -599747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -599745.937500 Penalty: 847.095032
	Iteration 62Q: 3 clusters Score -599745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -599746.562500 Penalty: 847.095032
	Iteration 63Q: 3 clusters Score -599746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -599747.062500 Penalty: 847.095032
	Iteration 64Q: 3 clusters Score -599747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -599746.437500 Penalty: 847.095032
	Iteration 65Q: 3 clusters Score -599746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -599746.312500 Penalty: 847.095032
	Iteration 66Q: 3 clusters Score -599746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -599746.312500 Penalty: 847.095032
	Iteration 67F: 3 clusters Score -599746.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -213234.921875 Penalty: 377.560883
	Iteration 0F: 2 clusters Score -213234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -210519.093750 Penalty: 755.121765
	Iteration 0F: 3 clusters Score -210519.1 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -211601.812500 Penalty: 755.121765
	Iteration 1F: 3 clusters Score -211601.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -211805.656250 Penalty: 755.121765
	Iteration 2F: 3 clusters Score -211805.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -211984.765625 Penalty: 755.121765
	Iteration 3F: 3 clusters Score -211984.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -212186.218750 Penalty: 755.121765
	Iteration 4F: 3 clusters Score -212186.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -212386.781250 Penalty: 755.121765
	Iteration 5F: 3 clusters Score -212386.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -212527.312500 Penalty: 755.121765
	Iteration 6Q: 3 clusters Score -212527.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -212640.687500 Penalty: 755.121765
	Iteration 7Q: 3 clusters Score -212640.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -212709.812500 Penalty: 755.121765
	Iteration 8Q: 3 clusters Score -212709.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -212759.140625 Penalty: 755.121765
	Iteration 9Q: 3 clusters Score -212759.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -212816.843750 Penalty: 755.121765
	Iteration 10Q: 3 clusters Score -212816.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -212869.390625 Penalty: 755.121765
	Iteration 11Q: 3 clusters Score -212869.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -212897.062500 Penalty: 755.121765
	Iteration 12Q: 3 clusters Score -212897.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -212910.984375 Penalty: 755.121765
	Iteration 13Q: 3 clusters Score -212911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -212924.218750 Penalty: 755.121765
	Iteration 14Q: 3 clusters Score -212924.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -212938.906250 Penalty: 755.121765
	Iteration 15Q: 3 clusters Score -212938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -212960.625000 Penalty: 755.121765
	Iteration 16Q: 3 clusters Score -212960.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -212977.031250 Penalty: 755.121765
	Iteration 17Q: 3 clusters Score -212977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -212991.187500 Penalty: 755.121765
	Iteration 18Q: 3 clusters Score -212991.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -212999.828125 Penalty: 755.121765
	Iteration 19Q: 3 clusters Score -212999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -213004.125000 Penalty: 755.121765
	Iteration 20F: 3 clusters Score -213004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -213011.203125 Penalty: 755.121765
	Iteration 21Q: 3 clusters Score -213011.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -213015.984375 Penalty: 755.121765
	Iteration 22Q: 3 clusters Score -213016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -213021.718750 Penalty: 755.121765
	Iteration 23Q: 3 clusters Score -213021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -213025.468750 Penalty: 755.121765
	Iteration 24Q: 3 clusters Score -213025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -213027.078125 Penalty: 755.121765
	Iteration 25Q: 3 clusters Score -213027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -213028.531250 Penalty: 755.121765
	Iteration 26Q: 3 clusters Score -213028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -213030.453125 Penalty: 755.121765
	Iteration 27Q: 3 clusters Score -213030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -213032.531250 Penalty: 755.121765
	Iteration 28Q: 3 clusters Score -213032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -213035.203125 Penalty: 755.121765
	Iteration 29Q: 3 clusters Score -213035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -213040.015625 Penalty: 755.121765
	Iteration 30Q: 3 clusters Score -213040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -213044.656250 Penalty: 755.121765
	Iteration 31Q: 3 clusters Score -213044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -213046.921875 Penalty: 755.121765
	Iteration 32Q: 3 clusters Score -213046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -213050.421875 Penalty: 755.121765
	Iteration 33Q: 3 clusters Score -213050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -213054.015625 Penalty: 755.121765
	Iteration 34Q: 3 clusters Score -213054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -213054.281250 Penalty: 755.121765
	Iteration 35Q: 3 clusters Score -213054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -213054.281250 Penalty: 755.121765
	Iteration 36F: 3 clusters Score -213054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -69291.343750 Penalty: 328.792511
	Iteration 0F: 2 clusters Score -69291.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -68222.023438 Penalty: 657.585022
	Iteration 0F: 3 clusters Score -68222.02 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -68540.539062 Penalty: 657.585022
	Iteration 1F: 3 clusters Score -68540.54 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -68657.148438 Penalty: 657.585022
	Iteration 2F: 3 clusters Score -68657.15 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68752.632812 Penalty: 657.585022
	Iteration 3F: 3 clusters Score -68752.63 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -68821.843750 Penalty: 657.585022
	Iteration 4F: 3 clusters Score -68821.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68872.125000 Penalty: 657.585022
	Iteration 5F: 3 clusters Score -68872.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -68914.367188 Penalty: 657.585022
	Iteration 6Q: 3 clusters Score -68914.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -68944.484375 Penalty: 657.585022
	Iteration 7Q: 3 clusters Score -68944.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -68961.617188 Penalty: 657.585022
	Iteration 8Q: 3 clusters Score -68961.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -68983.304688 Penalty: 657.585022
	Iteration 9Q: 3 clusters Score -68983.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -68997.773438 Penalty: 657.585022
	Iteration 10Q: 3 clusters Score -68997.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -69011.484375 Penalty: 657.585022
	Iteration 11Q: 3 clusters Score -69011.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -69024.867188 Penalty: 657.585022
	Iteration 12Q: 3 clusters Score -69024.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -69037.445312 Penalty: 657.585022
	Iteration 13Q: 3 clusters Score -69037.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -69047.882812 Penalty: 657.585022
	Iteration 14Q: 3 clusters Score -69047.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -69054.593750 Penalty: 657.585022
	Iteration 15Q: 3 clusters Score -69054.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -69064.390625 Penalty: 657.585022
	Iteration 16Q: 3 clusters Score -69064.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -69078.562500 Penalty: 657.585022
	Iteration 17Q: 3 clusters Score -69078.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -69091.531250 Penalty: 657.585022
	Iteration 18Q: 3 clusters Score -69091.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -69096.359375 Penalty: 657.585022
	Iteration 19Q: 3 clusters Score -69096.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -69096.875000 Penalty: 657.585022
	Iteration 20F: 3 clusters Score -69096.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -69097.500000 Penalty: 657.585022
	Iteration 21Q: 3 clusters Score -69097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -69100.750000 Penalty: 657.585022
	Iteration 22Q: 3 clusters Score -69100.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -69101.132812 Penalty: 657.585022
	Iteration 23Q: 3 clusters Score -69101.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -69102.710938 Penalty: 657.585022
	Iteration 24Q: 3 clusters Score -69102.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -69104.156250 Penalty: 657.585022
	Iteration 25Q: 3 clusters Score -69104.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -69106.617188 Penalty: 657.585022
	Iteration 26Q: 3 clusters Score -69106.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -69107.914062 Penalty: 657.585022
	Iteration 27Q: 3 clusters Score -69107.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -69110.945312 Penalty: 657.585022
	Iteration 28Q: 3 clusters Score -69110.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -69113.343750 Penalty: 657.585022
	Iteration 29Q: 3 clusters Score -69113.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -69114.976562 Penalty: 657.585022
	Iteration 30Q: 3 clusters Score -69114.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -69120.101562 Penalty: 657.585022
	Iteration 31Q: 3 clusters Score -69120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -69123.789062 Penalty: 657.585022
	Iteration 32Q: 3 clusters Score -69123.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -69124.359375 Penalty: 657.585022
	Iteration 33Q: 3 clusters Score -69124.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -69124.757812 Penalty: 657.585022
	Iteration 34Q: 3 clusters Score -69124.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -69125.195312 Penalty: 657.585022
	Iteration 35Q: 3 clusters Score -69125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -69125.296875 Penalty: 657.585022
	Iteration 36Q: 3 clusters Score -69125.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -69125.296875 Penalty: 657.585022
	Iteration 37F: 3 clusters Score -69125.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2910.901367 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2910.901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2770.572754 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2770.573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2779.375244 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2779.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2783.344727 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2783.345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2783.344727 Penalty: 362.997559
	Iteration 3F: 3 clusters Score -2783.345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -13320.144531 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -13320.14 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 163 members 
Entering Unmasked Estep 
Score: -13005.921875 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -13005.92 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13232.865234 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -13232.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13394.777344 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -13394.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13465.334961 Penalty: 516.272400
	Iteration 3F: 3 clusters Score -13465.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13519.875000 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -13519.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13568.966797 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -13568.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13592.322266 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -13592.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13608.146484 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -13608.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13616.876953 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -13616.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13621.769531 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -13621.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13622.596680 Penalty: 516.272400
	Iteration 10Q: 3 clusters Score -13622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13631.818359 Penalty: 516.272400
	Iteration 11F: 3 clusters Score -13631.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13657.597656 Penalty: 516.272400
	Iteration 12Q: 3 clusters Score -13657.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13735.366211 Penalty: 516.272400
	Iteration 13F: 3 clusters Score -13735.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13809.808594 Penalty: 516.272400
	Iteration 14Q: 3 clusters Score -13809.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13830.409180 Penalty: 516.272400
	Iteration 15Q: 3 clusters Score -13830.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13843.799805 Penalty: 516.272400
	Iteration 16Q: 3 clusters Score -13843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13849.613281 Penalty: 516.272400
	Iteration 17Q: 3 clusters Score -13849.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13849.613281 Penalty: 516.272400
	Iteration 18F: 3 clusters Score -13849.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 139095 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 33559 members 
Mstep: Class 13 contains 194 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59647 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 127089 members 
Mstep: Class 25 contains 211 members 
Mstep: Class 26 contains 139 members 
Entering Unmasked Estep 
Score: -23055012.000000 Penalty: 15284.933594
Splitting cluster 22 changes total score from -23051244.000000 to -23055012.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 23 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -33806.007812 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -33806.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33275.230469 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -33275.23 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33442.312500 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -33442.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33513.492188 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -33513.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33563.500000 Penalty: 582.120605
	Iteration 3F: 3 clusters Score -33563.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33587.175781 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -33587.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33600.195312 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -33600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33607.265625 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -33607.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33618.363281 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -33618.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33625.230469 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -33625.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33629.156250 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -33629.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33631.695312 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -33631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33632.019531 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -33632.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33634.812500 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -33634.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33636.574219 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -33636.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33638.945312 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -33638.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33640.308594 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -33640.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33641.796875 Penalty: 582.120605
	Iteration 16Q: 3 clusters Score -33641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33646.722656 Penalty: 582.120605
	Iteration 17Q: 3 clusters Score -33646.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33652.945312 Penalty: 582.120605
	Iteration 18Q: 3 clusters Score -33652.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33654.535156 Penalty: 582.120605
	Iteration 19Q: 3 clusters Score -33654.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33655.566406 Penalty: 582.120605
	Iteration 20F: 3 clusters Score -33655.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33656.351562 Penalty: 582.120605
	Iteration 21Q: 3 clusters Score -33656.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33656.460938 Penalty: 582.120605
	Iteration 22Q: 3 clusters Score -33656.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33656.460938 Penalty: 582.120605
	Iteration 23F: 3 clusters Score -33656.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 139095 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2887 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 33559 members 
Mstep: Class 13 contains 194 members 
Mstep: Class 14 contains 63 members 
Mstep: Class 15 contains 59647 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058840.000000 Penalty: 15284.933594
Iteration 119Q: 27 clusters Score -2.305884e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 6 contains 140158 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 1002 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 34988 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 64 members 
Mstep: Class 15 contains 59383 members 
Mstep: Class 16 contains 7356 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11117 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 1394 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 124447 members 
Mstep: Class 25 contains 210 members 
Mstep: Class 26 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061786.000000 Penalty: 15284.933594
Iteration 120F: 27 clusters Score -2.306179e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 140557 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 34148 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 62 members 
Mstep: Class 15 contains 58449 members 
Mstep: Class 16 contains 7075 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11173 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 126148 members 
Mstep: Class 25 contains 228 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062812.000000 Penalty: 15284.933594
Iteration 121Q: 27 clusters Score -2.306281e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 4550 members 
Mstep: Class 6 contains 141093 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 33736 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 62 members 
Mstep: Class 15 contains 57855 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11175 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 1402 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 126884 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063228.000000 Penalty: 15284.933594
Iteration 122Q: 27 clusters Score -2.306323e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 141498 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 12 contains 33323 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 62 members 
Mstep: Class 15 contains 57497 members 
Mstep: Class 16 contains 6781 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 1414 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 127492 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063546.000000 Penalty: 15284.933594
Iteration 123Q: 27 clusters Score -2.306355e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 141869 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 2750 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 12 contains 32924 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 57236 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 127928 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063854.000000 Penalty: 15284.933594
Iteration 124Q: 27 clusters Score -2.306385e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 142256 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 32480 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 57049 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 128314 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064230.000000 Penalty: 15284.933594
Iteration 125Q: 27 clusters Score -2.306423e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 4263 members 
Mstep: Class 6 contains 142663 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 3034 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56890 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10974 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 128678 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064408.000000 Penalty: 15284.933594
Iteration 126Q: 27 clusters Score -2.306441e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 143125 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 4135 members 
Mstep: Class 11 contains 3049 members 
Mstep: Class 12 contains 31445 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56774 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10920 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 1495 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 128970 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064614.000000 Penalty: 15284.933594
Iteration 127Q: 27 clusters Score -2.306461e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 143580 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 3066 members 
Mstep: Class 12 contains 31000 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56682 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10884 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129113 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064666.000000 Penalty: 15284.933594
Iteration 128Q: 27 clusters Score -2.306467e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 144014 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 3085 members 
Mstep: Class 12 contains 30554 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56605 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 3809 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129222 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064802.000000 Penalty: 15284.933594
Iteration 129Q: 27 clusters Score -2.30648e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 144444 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2787 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 4211 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 30096 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56552 members 
Mstep: Class 16 contains 6313 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10813 members 
Mstep: Class 19 contains 3791 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129308 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064834.000000 Penalty: 15284.933594
Iteration 130Q: 27 clusters Score -2.306483e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4270 members 
Mstep: Class 6 contains 144867 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 3121 members 
Mstep: Class 12 contains 29616 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56522 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10784 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129379 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064866.000000 Penalty: 15284.933594
Iteration 131Q: 27 clusters Score -2.306487e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 145301 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 4264 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 29120 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56517 members 
Mstep: Class 16 contains 6292 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10772 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129411 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065036.000000 Penalty: 15284.933594
Iteration 132Q: 27 clusters Score -2.306504e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 145767 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 4294 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 28632 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56483 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 1579 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129440 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065192.000000 Penalty: 15284.933594
Iteration 133Q: 27 clusters Score -2.306519e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 146252 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 28129 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56448 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129456 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065280.000000 Penalty: 15284.933594
Iteration 134Q: 27 clusters Score -2.306528e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 146779 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 3162 members 
Mstep: Class 12 contains 27598 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56442 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10743 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129442 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065444.000000 Penalty: 15284.933594
Iteration 135Q: 27 clusters Score -2.306544e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 147272 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 27092 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56457 members 
Mstep: Class 16 contains 6291 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10731 members 
Mstep: Class 19 contains 3705 members 
Mstep: Class 20 contains 1610 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129405 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065696.000000 Penalty: 15284.933594
Iteration 136Q: 27 clusters Score -2.30657e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 147749 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 4377 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 26556 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56443 members 
Mstep: Class 16 contains 6290 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129451 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066054.000000 Penalty: 15284.933594
Iteration 137Q: 27 clusters Score -2.306605e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 148201 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 26063 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56429 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129454 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066350.000000 Penalty: 15284.933594
Iteration 138Q: 27 clusters Score -2.306635e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 148717 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 25684 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56413 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 129269 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066586.000000 Penalty: 15284.933594
Iteration 139Q: 27 clusters Score -2.306659e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 149380 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 25382 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56369 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10704 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 128897 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066648.000000 Penalty: 15284.933594
Iteration 140F: 27 clusters Score -2.306665e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 150165 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 25137 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56278 members 
Mstep: Class 16 contains 6330 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10698 members 
Mstep: Class 19 contains 3654 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 128401 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066718.000000 Penalty: 15284.933594
Iteration 141Q: 27 clusters Score -2.306672e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 151099 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 24931 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 56137 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 127767 members 
Mstep: Class 25 contains 247 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066894.000000 Penalty: 15284.933594
Iteration 142Q: 27 clusters Score -2.306689e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4529 members 
Mstep: Class 6 contains 152063 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 24741 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 55989 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 127120 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067062.000000 Penalty: 15284.933594
Iteration 143Q: 27 clusters Score -2.306706e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 153096 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 1001 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 24601 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 55806 members 
Mstep: Class 16 contains 6390 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10653 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 126382 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067178.000000 Penalty: 15284.933594
Iteration 144Q: 27 clusters Score -2.306718e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4604 members 
Mstep: Class 6 contains 154109 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 24488 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 55591 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10641 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 125703 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067258.000000 Penalty: 15284.933594
Iteration 145Q: 27 clusters Score -2.306726e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 155114 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 24383 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 55344 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10611 members 
Mstep: Class 19 contains 3619 members 
Mstep: Class 20 contains 1722 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 125057 members 
Mstep: Class 25 contains 249 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067528.000000 Penalty: 15284.933594
Iteration 146Q: 27 clusters Score -2.306753e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 156039 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 24318 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 55106 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 1735 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 124428 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067504.000000 Penalty: 15284.933594
Iteration 147Q: 27 clusters Score -2.30675e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 156954 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 24271 members 
Mstep: Class 13 contains 202 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 54856 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 123839 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067526.000000 Penalty: 15284.933594
Iteration 148Q: 27 clusters Score -2.306753e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 157889 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 24212 members 
Mstep: Class 13 contains 202 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 54574 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 123272 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067674.000000 Penalty: 15284.933594
Iteration 149Q: 27 clusters Score -2.306767e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 158868 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 12 contains 24162 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 54249 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10444 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 122673 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067832.000000 Penalty: 15284.933594
Iteration 150Q: 27 clusters Score -2.306783e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 174 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 159858 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 24131 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 53908 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10381 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 1790 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 122078 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067918.000000 Penalty: 15284.933594
Iteration 151Q: 27 clusters Score -2.306792e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 160783 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 53600 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10307 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 121518 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067958.000000 Penalty: 15284.933594
Iteration 152Q: 27 clusters Score -2.306796e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 161638 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 24100 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 53321 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 120979 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068048.000000 Penalty: 15284.933594
Iteration 153Q: 27 clusters Score -2.306805e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 162432 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 24070 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 52997 members 
Mstep: Class 16 contains 6733 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 120525 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068042.000000 Penalty: 15284.933594
Iteration 154Q: 27 clusters Score -2.306804e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 163182 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 4311 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 24046 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 52686 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10088 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 120093 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067962.000000 Penalty: 15284.933594
Iteration 155Q: 27 clusters Score -2.306796e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 163897 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 24044 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 52352 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 1865 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 119700 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068138.000000 Penalty: 15284.933594
Iteration 156Q: 27 clusters Score -2.306814e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 164607 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 24048 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 51979 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9923 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 119305 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068092.000000 Penalty: 15284.933594
Iteration 157Q: 27 clusters Score -2.306809e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5406 members 
Mstep: Class 6 contains 165267 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 24047 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 51609 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 118937 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068174.000000 Penalty: 15284.933594
Iteration 158Q: 27 clusters Score -2.306817e+07 nChanged 1818
Entering ConstructFrom: 
Score: -23068174.000000 Penalty: 15284.933594
Entering ConstructFrom: 
Trying to split cluster 1 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -53467.671875 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -53467.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -52681.695312 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -52681.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -52904.906250 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -52904.91 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52961.015625 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -52961.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -53013.335938 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -53013.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -53047.433594 Penalty: 624.320435
	Iteration 4F: 3 clusters Score -53047.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53075.546875 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -53075.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53096.386719 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -53096.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53114.476562 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -53114.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53133.281250 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -53133.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53146.652344 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -53146.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53165.804688 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -53165.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53188.847656 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -53188.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53218.726562 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -53218.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53255.714844 Penalty: 624.320435
	Iteration 13Q: 3 clusters Score -53255.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53280.449219 Penalty: 624.320435
	Iteration 14Q: 3 clusters Score -53280.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53295.898438 Penalty: 624.320435
	Iteration 15Q: 3 clusters Score -53295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53301.914062 Penalty: 624.320435
	Iteration 16Q: 3 clusters Score -53301.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53310.867188 Penalty: 624.320435
	Iteration 17Q: 3 clusters Score -53310.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53327.625000 Penalty: 624.320435
	Iteration 18Q: 3 clusters Score -53327.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53348.753906 Penalty: 624.320435
	Iteration 19Q: 3 clusters Score -53348.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53378.960938 Penalty: 624.320435
	Iteration 20F: 3 clusters Score -53378.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53400.210938 Penalty: 624.320435
	Iteration 21Q: 3 clusters Score -53400.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53405.433594 Penalty: 624.320435
	Iteration 22Q: 3 clusters Score -53405.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53408.156250 Penalty: 624.320435
	Iteration 23Q: 3 clusters Score -53408.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53410.800781 Penalty: 624.320435
	Iteration 24Q: 3 clusters Score -53410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53412.441406 Penalty: 624.320435
	Iteration 25Q: 3 clusters Score -53412.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53413.582031 Penalty: 624.320435
	Iteration 26Q: 3 clusters Score -53413.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53414.027344 Penalty: 624.320435
	Iteration 27Q: 3 clusters Score -53414.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53415.437500 Penalty: 624.320435
	Iteration 28Q: 3 clusters Score -53415.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53415.765625 Penalty: 624.320435
	Iteration 29Q: 3 clusters Score -53415.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53415.964844 Penalty: 624.320435
	Iteration 30Q: 3 clusters Score -53415.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53415.964844 Penalty: 624.320435
	Iteration 31F: 3 clusters Score -53415.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66445.757812 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66445.76 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66694.398438 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66694.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -66734.421875 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66734.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66765.375000 Penalty: 644.588318
	Iteration 3Q: 3 clusters Score -66765.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -66795.062500 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66795.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66816.632812 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66816.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -66833.578125 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66833.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -66844.906250 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66844.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -66861.976562 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66861.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66874.929688 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -66874.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -66884.992188 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -66884.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -66890.335938 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -66890.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -66895.015625 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -66895.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -66896.609375 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -66896.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -66896.984375 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -66896.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66896.953125 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -66896.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66896.953125 Penalty: 644.588318
	Iteration 16F: 3 clusters Score -66896.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7941.178711 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7941.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7721.167480 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7721.167 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7840.318848 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7840.319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7878.730957 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7878.731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7888.586914 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7888.587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7911.769531 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7911.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -7927.651855 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7927.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -7927.651855 Penalty: 468.949554
	Iteration 6F: 3 clusters Score -7927.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -82652.945312 Penalty: 331.739349
	Iteration 0F: 2 clusters Score -82652.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -81569.585938 Penalty: 663.478699
	Iteration 0F: 3 clusters Score -81569.59 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -81890.085938 Penalty: 663.478699
	Iteration 1F: 3 clusters Score -81890.09 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -81948.265625 Penalty: 663.478699
	Iteration 2F: 3 clusters Score -81948.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -81991.171875 Penalty: 663.478699
	Iteration 3F: 3 clusters Score -81991.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -82019.234375 Penalty: 663.478699
	Iteration 4Q: 3 clusters Score -82019.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -82044.648438 Penalty: 663.478699
	Iteration 5Q: 3 clusters Score -82044.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -82081.617188 Penalty: 663.478699
	Iteration 6Q: 3 clusters Score -82081.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -82115.242188 Penalty: 663.478699
	Iteration 7Q: 3 clusters Score -82115.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -82137.617188 Penalty: 663.478699
	Iteration 8Q: 3 clusters Score -82137.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -82160.265625 Penalty: 663.478699
	Iteration 9Q: 3 clusters Score -82160.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -82173.492188 Penalty: 663.478699
	Iteration 10Q: 3 clusters Score -82173.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -82185.718750 Penalty: 663.478699
	Iteration 11Q: 3 clusters Score -82185.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -82206.085938 Penalty: 663.478699
	Iteration 12Q: 3 clusters Score -82206.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -82231.351562 Penalty: 663.478699
	Iteration 13Q: 3 clusters Score -82231.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -82247.039062 Penalty: 663.478699
	Iteration 14Q: 3 clusters Score -82247.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -82259.671875 Penalty: 663.478699
	Iteration 15Q: 3 clusters Score -82259.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -82276.156250 Penalty: 663.478699
	Iteration 16Q: 3 clusters Score -82276.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -82291.500000 Penalty: 663.478699
	Iteration 17Q: 3 clusters Score -82291.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -82305.140625 Penalty: 663.478699
	Iteration 18Q: 3 clusters Score -82305.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -82309.882812 Penalty: 663.478699
	Iteration 19Q: 3 clusters Score -82309.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -82314.750000 Penalty: 663.478699
	Iteration 20F: 3 clusters Score -82314.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -82321.476562 Penalty: 663.478699
	Iteration 21Q: 3 clusters Score -82321.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -82329.710938 Penalty: 663.478699
	Iteration 22Q: 3 clusters Score -82329.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -82337.609375 Penalty: 663.478699
	Iteration 23Q: 3 clusters Score -82337.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -82345.375000 Penalty: 663.478699
	Iteration 24Q: 3 clusters Score -82345.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -82349.140625 Penalty: 663.478699
	Iteration 25Q: 3 clusters Score -82349.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -82351.023438 Penalty: 663.478699
	Iteration 26Q: 3 clusters Score -82351.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -82355.289062 Penalty: 663.478699
	Iteration 27Q: 3 clusters Score -82355.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -82361.359375 Penalty: 663.478699
	Iteration 28Q: 3 clusters Score -82361.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -82364.500000 Penalty: 663.478699
	Iteration 29Q: 3 clusters Score -82364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -82367.445312 Penalty: 663.478699
	Iteration 30Q: 3 clusters Score -82367.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -82373.203125 Penalty: 663.478699
	Iteration 31Q: 3 clusters Score -82373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -82377.125000 Penalty: 663.478699
	Iteration 32Q: 3 clusters Score -82377.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -82381.125000 Penalty: 663.478699
	Iteration 33Q: 3 clusters Score -82381.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -82383.437500 Penalty: 663.478699
	Iteration 34Q: 3 clusters Score -82383.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -82384.492188 Penalty: 663.478699
	Iteration 35Q: 3 clusters Score -82384.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -82385.328125 Penalty: 663.478699
	Iteration 36Q: 3 clusters Score -82385.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -82385.328125 Penalty: 663.478699
	Iteration 37F: 3 clusters Score -82385.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Entering Unmasked Estep 
Score: -331987.968750 Penalty: 391.844055
	Iteration 0F: 2 clusters Score -331988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -328283.625000 Penalty: 783.688110
	Iteration 0F: 3 clusters Score -328283.6 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -329681.593750 Penalty: 783.688110
	Iteration 1F: 3 clusters Score -329681.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -329905.906250 Penalty: 783.688110
	Iteration 2F: 3 clusters Score -329905.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -330230.000000 Penalty: 783.688110
	Iteration 3F: 3 clusters Score -330230 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -330678.781250 Penalty: 783.688110
	Iteration 4F: 3 clusters Score -330678.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -331081.250000 Penalty: 783.688110
	Iteration 5F: 3 clusters Score -331081.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -331357.906250 Penalty: 783.688110
	Iteration 6Q: 3 clusters Score -331357.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -331522.343750 Penalty: 783.688110
	Iteration 7Q: 3 clusters Score -331522.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -331590.406250 Penalty: 783.688110
	Iteration 8Q: 3 clusters Score -331590.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -331616.531250 Penalty: 783.688110
	Iteration 9Q: 3 clusters Score -331616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -331632.812500 Penalty: 783.688110
	Iteration 10Q: 3 clusters Score -331632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -331644.500000 Penalty: 783.688110
	Iteration 11Q: 3 clusters Score -331644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -331652.156250 Penalty: 783.688110
	Iteration 12Q: 3 clusters Score -331652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -331653.531250 Penalty: 783.688110
	Iteration 13Q: 3 clusters Score -331653.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -331653.531250 Penalty: 783.688110
	Iteration 14F: 3 clusters Score -331653.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (165983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165983 members 
Entering Unmasked Estep 
Score: -9741247.000000 Penalty: 546.893677
	Iteration 0F: 2 clusters Score -9741247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -9633744.000000 Penalty: 1093.787354
	Iteration 0F: 3 clusters Score -9633744 nChanged 81481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -9687327.000000 Penalty: 1093.787354
	Iteration 1F: 3 clusters Score -9687327 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 111611 members 
Entering Unmasked Estep 
Score: -9693473.000000 Penalty: 1093.787354
	Iteration 2F: 3 clusters Score -9693473 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -9703686.000000 Penalty: 1093.787354
	Iteration 3F: 3 clusters Score -9703686 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 138755 members 
Entering Unmasked Estep 
Score: -9717306.000000 Penalty: 1093.787354
	Iteration 4F: 3 clusters Score -9717306 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 152074 members 
Entering Unmasked Estep 
Score: -9729792.000000 Penalty: 1093.787354
	Iteration 5F: 3 clusters Score -9729792 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 160686 members 
Entering Unmasked Estep 
Score: -9737050.000000 Penalty: 1093.787354
	Iteration 6F: 3 clusters Score -9737050 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -9739842.000000 Penalty: 1093.787354
	Iteration 7Q: 3 clusters Score -9739842 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 165488 members 
Entering Unmasked Estep 
Score: -9740507.000000 Penalty: 1093.787354
	Iteration 8Q: 3 clusters Score -9740507 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 165778 members 
Entering Unmasked Estep 
Score: -9740664.000000 Penalty: 1093.787354
	Iteration 9Q: 3 clusters Score -9740664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 165866 members 
Entering Unmasked Estep 
Score: -9740730.000000 Penalty: 1093.787354
	Iteration 10Q: 3 clusters Score -9740730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165887 members 
Entering Unmasked Estep 
Score: -9740745.000000 Penalty: 1093.787354
	Iteration 11Q: 3 clusters Score -9740745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165892 members 
Entering Unmasked Estep 
Score: -9740741.000000 Penalty: 1093.787354
	Iteration 12Q: 3 clusters Score -9740741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 165895 members 
Entering Unmasked Estep 
Score: -9740746.000000 Penalty: 1093.787354
	Iteration 13Q: 3 clusters Score -9740746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 165904 members 
Entering Unmasked Estep 
Score: -9740752.000000 Penalty: 1093.787354
	Iteration 14Q: 3 clusters Score -9740752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 165904 members 
Entering Unmasked Estep 
Score: -9740750.000000 Penalty: 1093.787354
	Iteration 15Q: 3 clusters Score -9740750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 165906 members 
Entering Unmasked Estep 
Score: -9740751.000000 Penalty: 1093.787354
	Iteration 16Q: 3 clusters Score -9740751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -9740755.000000 Penalty: 1093.787354
	Iteration 17Q: 3 clusters Score -9740755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -9740754.000000 Penalty: 1093.787354
	Iteration 18Q: 3 clusters Score -9740754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -9740768.000000 Penalty: 1093.787354
	Iteration 19Q: 3 clusters Score -9740768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -9740765.000000 Penalty: 1093.787354
	Iteration 20F: 3 clusters Score -9740765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -9740766.000000 Penalty: 1093.787354
	Iteration 21Q: 3 clusters Score -9740766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -9740766.000000 Penalty: 1093.787354
	Iteration 22Q: 3 clusters Score -9740766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -9740766.000000 Penalty: 1093.787354
	Iteration 23F: 3 clusters Score -9740766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -95902.242188 Penalty: 339.031494
	Iteration 0F: 2 clusters Score -95902.24 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 878 members 
Entering Unmasked Estep 
Score: -94628.343750 Penalty: 678.062988
	Iteration 0F: 3 clusters Score -94628.34 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -95032.554688 Penalty: 678.062988
	Iteration 1F: 3 clusters Score -95032.55 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -95126.078125 Penalty: 678.062988
	Iteration 2F: 3 clusters Score -95126.08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -95215.234375 Penalty: 678.062988
	Iteration 3F: 3 clusters Score -95215.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -95280.992188 Penalty: 678.062988
	Iteration 4F: 3 clusters Score -95280.99 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -95343.578125 Penalty: 678.062988
	Iteration 5F: 3 clusters Score -95343.58 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -95384.289062 Penalty: 678.062988
	Iteration 6Q: 3 clusters Score -95384.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -95409.445312 Penalty: 678.062988
	Iteration 7Q: 3 clusters Score -95409.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -95429.679688 Penalty: 678.062988
	Iteration 8Q: 3 clusters Score -95429.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -95454.015625 Penalty: 678.062988
	Iteration 9Q: 3 clusters Score -95454.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -95476.882812 Penalty: 678.062988
	Iteration 10Q: 3 clusters Score -95476.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -95498.070312 Penalty: 678.062988
	Iteration 11Q: 3 clusters Score -95498.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -95518.953125 Penalty: 678.062988
	Iteration 12Q: 3 clusters Score -95518.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -95533.460938 Penalty: 678.062988
	Iteration 13Q: 3 clusters Score -95533.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -95545.750000 Penalty: 678.062988
	Iteration 14Q: 3 clusters Score -95545.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -95554.937500 Penalty: 678.062988
	Iteration 15Q: 3 clusters Score -95554.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -95567.398438 Penalty: 678.062988
	Iteration 16Q: 3 clusters Score -95567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -95578.789062 Penalty: 678.062988
	Iteration 17Q: 3 clusters Score -95578.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95586.234375 Penalty: 678.062988
	Iteration 18Q: 3 clusters Score -95586.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -95593.726562 Penalty: 678.062988
	Iteration 19Q: 3 clusters Score -95593.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -95598.539062 Penalty: 678.062988
	Iteration 20F: 3 clusters Score -95598.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -95601.625000 Penalty: 678.062988
	Iteration 21Q: 3 clusters Score -95601.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -95604.539062 Penalty: 678.062988
	Iteration 22Q: 3 clusters Score -95604.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -95606.046875 Penalty: 678.062988
	Iteration 23Q: 3 clusters Score -95606.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -95607.859375 Penalty: 678.062988
	Iteration 24Q: 3 clusters Score -95607.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -95608.703125 Penalty: 678.062988
	Iteration 25Q: 3 clusters Score -95608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -95609.851562 Penalty: 678.062988
	Iteration 26Q: 3 clusters Score -95609.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -95611.273438 Penalty: 678.062988
	Iteration 27Q: 3 clusters Score -95611.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -95612.007812 Penalty: 678.062988
	Iteration 28Q: 3 clusters Score -95612.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -95612.890625 Penalty: 678.062988
	Iteration 29Q: 3 clusters Score -95612.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -95613.914062 Penalty: 678.062988
	Iteration 30Q: 3 clusters Score -95613.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -95614.453125 Penalty: 678.062988
	Iteration 31Q: 3 clusters Score -95614.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -95614.812500 Penalty: 678.062988
	Iteration 32Q: 3 clusters Score -95614.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -95615.171875 Penalty: 678.062988
	Iteration 33Q: 3 clusters Score -95615.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -95615.601562 Penalty: 678.062988
	Iteration 34Q: 3 clusters Score -95615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -95615.640625 Penalty: 678.062988
	Iteration 35Q: 3 clusters Score -95615.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -95615.640625 Penalty: 678.062988
	Iteration 36F: 3 clusters Score -95615.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -146580.078125 Penalty: 353.294769
	Iteration 0F: 2 clusters Score -146580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -144917.343750 Penalty: 706.589539
	Iteration 0F: 3 clusters Score -144917.3 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -145518.406250 Penalty: 706.589539
	Iteration 1F: 3 clusters Score -145518.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -145643.156250 Penalty: 706.589539
	Iteration 2F: 3 clusters Score -145643.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -145737.078125 Penalty: 706.589539
	Iteration 3F: 3 clusters Score -145737.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -145808.343750 Penalty: 706.589539
	Iteration 4Q: 3 clusters Score -145808.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -145883.046875 Penalty: 706.589539
	Iteration 5Q: 3 clusters Score -145883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -145950.921875 Penalty: 706.589539
	Iteration 6Q: 3 clusters Score -145950.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -146012.921875 Penalty: 706.589539
	Iteration 7Q: 3 clusters Score -146012.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -146065.078125 Penalty: 706.589539
	Iteration 8Q: 3 clusters Score -146065.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -146118.906250 Penalty: 706.589539
	Iteration 9Q: 3 clusters Score -146118.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -146155.859375 Penalty: 706.589539
	Iteration 10Q: 3 clusters Score -146155.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -146180.031250 Penalty: 706.589539
	Iteration 11Q: 3 clusters Score -146180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -146197.156250 Penalty: 706.589539
	Iteration 12Q: 3 clusters Score -146197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -146210.796875 Penalty: 706.589539
	Iteration 13Q: 3 clusters Score -146210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -146221.109375 Penalty: 706.589539
	Iteration 14Q: 3 clusters Score -146221.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -146231.984375 Penalty: 706.589539
	Iteration 15Q: 3 clusters Score -146232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -146239.109375 Penalty: 706.589539
	Iteration 16Q: 3 clusters Score -146239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -146245.687500 Penalty: 706.589539
	Iteration 17Q: 3 clusters Score -146245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -146249.000000 Penalty: 706.589539
	Iteration 18Q: 3 clusters Score -146249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -146252.062500 Penalty: 706.589539
	Iteration 19Q: 3 clusters Score -146252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -146258.203125 Penalty: 706.589539
	Iteration 20F: 3 clusters Score -146258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -146261.984375 Penalty: 706.589539
	Iteration 21Q: 3 clusters Score -146262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -146265.109375 Penalty: 706.589539
	Iteration 22Q: 3 clusters Score -146265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -146267.453125 Penalty: 706.589539
	Iteration 23Q: 3 clusters Score -146267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -146271.015625 Penalty: 706.589539
	Iteration 24Q: 3 clusters Score -146271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -146272.703125 Penalty: 706.589539
	Iteration 25Q: 3 clusters Score -146272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -146272.859375 Penalty: 706.589539
	Iteration 26Q: 3 clusters Score -146272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -146272.859375 Penalty: 706.589539
	Iteration 27F: 3 clusters Score -146272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -57420.531250 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -57420.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -56609.191406 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -56609.19 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -56874.125000 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -56874.12 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -56934.652344 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -56934.65 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -56980.082031 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -56980.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -57017.066406 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -57017.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -57058.957031 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -57058.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -57083.039062 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -57083.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -57095.273438 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -57095.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -57112.210938 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -57112.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -57138.656250 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -57138.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -57173.453125 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -57173.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -57204.328125 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -57204.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -57230.125000 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -57230.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -57253.437500 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -57253.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -57274.769531 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -57274.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -57285.304688 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -57285.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -57295.980469 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -57295.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -57310.695312 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -57310.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -57320.281250 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -57320.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -57325.437500 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -57325.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -57332.214844 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -57332.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -57340.636719 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -57340.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -57368.074219 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -57368.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -57389.148438 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -57389.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -57410.945312 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -57410.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -57431.039062 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -57431.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -57458.660156 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -57458.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -57477.484375 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -57477.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -57488.394531 Penalty: 627.599182
	Iteration 28Q: 3 clusters Score -57488.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57501.269531 Penalty: 627.599182
	Iteration 29Q: 3 clusters Score -57501.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -57519.175781 Penalty: 627.599182
	Iteration 30Q: 3 clusters Score -57519.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -57528.332031 Penalty: 627.599182
	Iteration 31Q: 3 clusters Score -57528.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -57529.445312 Penalty: 627.599182
	Iteration 32Q: 3 clusters Score -57529.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -57529.804688 Penalty: 627.599182
	Iteration 33Q: 3 clusters Score -57529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -57530.292969 Penalty: 627.599182
	Iteration 34Q: 3 clusters Score -57530.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -57534.847656 Penalty: 627.599182
	Iteration 35F: 3 clusters Score -57534.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -57537.796875 Penalty: 627.599182
	Iteration 36Q: 3 clusters Score -57537.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -57537.796875 Penalty: 627.599182
	Iteration 37F: 3 clusters Score -57537.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 165983 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 387 members 
Mstep: Class 10 contains 4272 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 24046 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 118558 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 602 members 
Entering Unmasked Estep 
Score: -23067940.000000 Penalty: 15872.815430
Splitting cluster 9 changes total score from -23068174.000000 to -23067940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -241154.796875 Penalty: 380.372620
	Iteration 0F: 2 clusters Score -241154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -238191.359375 Penalty: 760.745239
	Iteration 0F: 3 clusters Score -238191.4 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -239492.031250 Penalty: 760.745239
	Iteration 1F: 3 clusters Score -239492 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -239723.000000 Penalty: 760.745239
	Iteration 2F: 3 clusters Score -239723 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -239964.375000 Penalty: 760.745239
	Iteration 3F: 3 clusters Score -239964.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -240167.968750 Penalty: 760.745239
	Iteration 4F: 3 clusters Score -240168 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -240308.671875 Penalty: 760.745239
	Iteration 5F: 3 clusters Score -240308.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -240420.781250 Penalty: 760.745239
	Iteration 6Q: 3 clusters Score -240420.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -240501.140625 Penalty: 760.745239
	Iteration 7Q: 3 clusters Score -240501.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -240548.390625 Penalty: 760.745239
	Iteration 8Q: 3 clusters Score -240548.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -240590.906250 Penalty: 760.745239
	Iteration 9Q: 3 clusters Score -240590.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -240627.359375 Penalty: 760.745239
	Iteration 10Q: 3 clusters Score -240627.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -240672.843750 Penalty: 760.745239
	Iteration 11Q: 3 clusters Score -240672.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -240719.921875 Penalty: 760.745239
	Iteration 12Q: 3 clusters Score -240719.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -240758.656250 Penalty: 760.745239
	Iteration 13Q: 3 clusters Score -240758.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -240791.875000 Penalty: 760.745239
	Iteration 14Q: 3 clusters Score -240791.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -240811.968750 Penalty: 760.745239
	Iteration 15Q: 3 clusters Score -240812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -240830.406250 Penalty: 760.745239
	Iteration 16Q: 3 clusters Score -240830.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -240847.562500 Penalty: 760.745239
	Iteration 17Q: 3 clusters Score -240847.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -240878.234375 Penalty: 760.745239
	Iteration 18Q: 3 clusters Score -240878.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -240912.187500 Penalty: 760.745239
	Iteration 19Q: 3 clusters Score -240912.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -240953.562500 Penalty: 760.745239
	Iteration 20F: 3 clusters Score -240953.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -240973.718750 Penalty: 760.745239
	Iteration 21Q: 3 clusters Score -240973.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -240980.421875 Penalty: 760.745239
	Iteration 22Q: 3 clusters Score -240980.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -240985.500000 Penalty: 760.745239
	Iteration 23Q: 3 clusters Score -240985.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -240990.859375 Penalty: 760.745239
	Iteration 24Q: 3 clusters Score -240990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -240994.859375 Penalty: 760.745239
	Iteration 25Q: 3 clusters Score -240994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -240999.796875 Penalty: 760.745239
	Iteration 26Q: 3 clusters Score -240999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -241003.718750 Penalty: 760.745239
	Iteration 27Q: 3 clusters Score -241003.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -241007.421875 Penalty: 760.745239
	Iteration 28Q: 3 clusters Score -241007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -241008.640625 Penalty: 760.745239
	Iteration 29Q: 3 clusters Score -241008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -241009.453125 Penalty: 760.745239
	Iteration 30Q: 3 clusters Score -241009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -241009.187500 Penalty: 760.745239
	Iteration 31Q: 3 clusters Score -241009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -241009.453125 Penalty: 760.745239
	Iteration 32Q: 3 clusters Score -241009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -241009.453125 Penalty: 760.745239
	Iteration 33F: 3 clusters Score -241009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -187552.343750 Penalty: 367.777405
	Iteration 0F: 2 clusters Score -187552.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -185273.968750 Penalty: 735.554810
	Iteration 0F: 3 clusters Score -185274 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -186130.265625 Penalty: 735.554810
	Iteration 1F: 3 clusters Score -186130.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -186239.328125 Penalty: 735.554810
	Iteration 2F: 3 clusters Score -186239.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -186332.281250 Penalty: 735.554810
	Iteration 3F: 3 clusters Score -186332.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -186408.546875 Penalty: 735.554810
	Iteration 4Q: 3 clusters Score -186408.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -186483.562500 Penalty: 735.554810
	Iteration 5Q: 3 clusters Score -186483.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -186554.296875 Penalty: 735.554810
	Iteration 6Q: 3 clusters Score -186554.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -186623.031250 Penalty: 735.554810
	Iteration 7Q: 3 clusters Score -186623 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -186697.062500 Penalty: 735.554810
	Iteration 8Q: 3 clusters Score -186697.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -186761.187500 Penalty: 735.554810
	Iteration 9Q: 3 clusters Score -186761.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -186798.421875 Penalty: 735.554810
	Iteration 10Q: 3 clusters Score -186798.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -186824.031250 Penalty: 735.554810
	Iteration 11Q: 3 clusters Score -186824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -186836.453125 Penalty: 735.554810
	Iteration 12Q: 3 clusters Score -186836.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -186843.531250 Penalty: 735.554810
	Iteration 13Q: 3 clusters Score -186843.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -186848.171875 Penalty: 735.554810
	Iteration 14Q: 3 clusters Score -186848.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -186853.109375 Penalty: 735.554810
	Iteration 15Q: 3 clusters Score -186853.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -186858.953125 Penalty: 735.554810
	Iteration 16Q: 3 clusters Score -186859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -186864.531250 Penalty: 735.554810
	Iteration 17Q: 3 clusters Score -186864.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -186868.343750 Penalty: 735.554810
	Iteration 18Q: 3 clusters Score -186868.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -186870.875000 Penalty: 735.554810
	Iteration 19Q: 3 clusters Score -186870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -186872.968750 Penalty: 735.554810
	Iteration 20F: 3 clusters Score -186873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -186875.890625 Penalty: 735.554810
	Iteration 21Q: 3 clusters Score -186875.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -186881.406250 Penalty: 735.554810
	Iteration 22Q: 3 clusters Score -186881.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -186887.937500 Penalty: 735.554810
	Iteration 23Q: 3 clusters Score -186887.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -186896.578125 Penalty: 735.554810
	Iteration 24Q: 3 clusters Score -186896.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -186905.218750 Penalty: 735.554810
	Iteration 25Q: 3 clusters Score -186905.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -186916.203125 Penalty: 735.554810
	Iteration 26Q: 3 clusters Score -186916.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -186924.359375 Penalty: 735.554810
	Iteration 27Q: 3 clusters Score -186924.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -186934.734375 Penalty: 735.554810
	Iteration 28Q: 3 clusters Score -186934.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -186941.531250 Penalty: 735.554810
	Iteration 29Q: 3 clusters Score -186941.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -186946.453125 Penalty: 735.554810
	Iteration 30Q: 3 clusters Score -186946.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -186949.468750 Penalty: 735.554810
	Iteration 31Q: 3 clusters Score -186949.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -186951.687500 Penalty: 735.554810
	Iteration 32Q: 3 clusters Score -186951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -186952.062500 Penalty: 735.554810
	Iteration 33Q: 3 clusters Score -186952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -186952.296875 Penalty: 735.554810
	Iteration 34Q: 3 clusters Score -186952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -186953.265625 Penalty: 735.554810
	Iteration 35Q: 3 clusters Score -186953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -186955.171875 Penalty: 735.554810
	Iteration 36Q: 3 clusters Score -186955.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -186956.843750 Penalty: 735.554810
	Iteration 37Q: 3 clusters Score -186956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -186957.906250 Penalty: 735.554810
	Iteration 38Q: 3 clusters Score -186957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -186959.796875 Penalty: 735.554810
	Iteration 39Q: 3 clusters Score -186959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -186964.156250 Penalty: 735.554810
	Iteration 40F: 3 clusters Score -186964.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -186968.359375 Penalty: 735.554810
	Iteration 41Q: 3 clusters Score -186968.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -186972.781250 Penalty: 735.554810
	Iteration 42Q: 3 clusters Score -186972.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -186977.468750 Penalty: 735.554810
	Iteration 43Q: 3 clusters Score -186977.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -186983.531250 Penalty: 735.554810
	Iteration 44Q: 3 clusters Score -186983.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -186989.578125 Penalty: 735.554810
	Iteration 45Q: 3 clusters Score -186989.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -186996.359375 Penalty: 735.554810
	Iteration 46Q: 3 clusters Score -186996.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -187000.046875 Penalty: 735.554810
	Iteration 47Q: 3 clusters Score -187000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -187002.937500 Penalty: 735.554810
	Iteration 48Q: 3 clusters Score -187002.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -187005.296875 Penalty: 735.554810
	Iteration 49Q: 3 clusters Score -187005.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -187007.718750 Penalty: 735.554810
	Iteration 50Q: 3 clusters Score -187007.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -187009.328125 Penalty: 735.554810
	Iteration 51Q: 3 clusters Score -187009.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -187009.593750 Penalty: 735.554810
	Iteration 52Q: 3 clusters Score -187009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -187009.468750 Penalty: 735.554810
	Iteration 53Q: 3 clusters Score -187009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -187009.515625 Penalty: 735.554810
	Iteration 54Q: 3 clusters Score -187009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -187009.703125 Penalty: 735.554810
	Iteration 55Q: 3 clusters Score -187009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -187009.828125 Penalty: 735.554810
	Iteration 56Q: 3 clusters Score -187009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -187009.984375 Penalty: 735.554810
	Iteration 57Q: 3 clusters Score -187010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -187010.937500 Penalty: 735.554810
	Iteration 58Q: 3 clusters Score -187010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -187012.843750 Penalty: 735.554810
	Iteration 59Q: 3 clusters Score -187012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -187014.687500 Penalty: 735.554810
	Iteration 60F: 3 clusters Score -187014.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -187016.921875 Penalty: 735.554810
	Iteration 61Q: 3 clusters Score -187016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -187019.484375 Penalty: 735.554810
	Iteration 62Q: 3 clusters Score -187019.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -187021.562500 Penalty: 735.554810
	Iteration 63Q: 3 clusters Score -187021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -187022.703125 Penalty: 735.554810
	Iteration 64Q: 3 clusters Score -187022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -187022.875000 Penalty: 735.554810
	Iteration 65Q: 3 clusters Score -187022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -187023.390625 Penalty: 735.554810
	Iteration 66Q: 3 clusters Score -187023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -187023.703125 Penalty: 735.554810
	Iteration 67Q: 3 clusters Score -187023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -187023.531250 Penalty: 735.554810
	Iteration 68Q: 3 clusters Score -187023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -187023.968750 Penalty: 735.554810
	Iteration 69Q: 3 clusters Score -187024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -187023.968750 Penalty: 735.554810
	Iteration 70F: 3 clusters Score -187024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Entering Unmasked Estep 
Score: -1513025.500000 Penalty: 458.991425
	Iteration 0F: 2 clusters Score -1513026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1496835.125000 Penalty: 917.982849
	Iteration 0F: 3 clusters Score -1496835 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1503524.125000 Penalty: 917.982849
	Iteration 1F: 3 clusters Score -1503524 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1503797.625000 Penalty: 917.982849
	Iteration 2Q: 3 clusters Score -1503798 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1504170.125000 Penalty: 917.982849
	Iteration 3Q: 3 clusters Score -1504170 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1504713.875000 Penalty: 917.982849
	Iteration 4Q: 3 clusters Score -1504714 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1505579.500000 Penalty: 917.982849
	Iteration 5F: 3 clusters Score -1505580 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1506822.125000 Penalty: 917.982849
	Iteration 6F: 3 clusters Score -1506822 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1508163.000000 Penalty: 917.982849
	Iteration 7F: 3 clusters Score -1508163 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1509257.000000 Penalty: 917.982849
	Iteration 8F: 3 clusters Score -1509257 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1509889.500000 Penalty: 917.982849
	Iteration 9Q: 3 clusters Score -1509890 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1510239.625000 Penalty: 917.982849
	Iteration 10Q: 3 clusters Score -1510240 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1510445.125000 Penalty: 917.982849
	Iteration 11Q: 3 clusters Score -1510445 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1510622.750000 Penalty: 917.982849
	Iteration 12Q: 3 clusters Score -1510623 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -1510804.000000 Penalty: 917.982849
	Iteration 13Q: 3 clusters Score -1510804 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -1510967.375000 Penalty: 917.982849
	Iteration 14Q: 3 clusters Score -1510967 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1511109.125000 Penalty: 917.982849
	Iteration 15Q: 3 clusters Score -1511109 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1511256.500000 Penalty: 917.982849
	Iteration 16Q: 3 clusters Score -1511256 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1511411.625000 Penalty: 917.982849
	Iteration 17Q: 3 clusters Score -1511412 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1511558.625000 Penalty: 917.982849
	Iteration 18Q: 3 clusters Score -1511559 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -1511684.875000 Penalty: 917.982849
	Iteration 19Q: 3 clusters Score -1511685 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -1511823.250000 Penalty: 917.982849
	Iteration 20F: 3 clusters Score -1511823 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -1511949.500000 Penalty: 917.982849
	Iteration 21Q: 3 clusters Score -1511950 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1512078.750000 Penalty: 917.982849
	Iteration 22Q: 3 clusters Score -1512079 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -1512194.375000 Penalty: 917.982849
	Iteration 23Q: 3 clusters Score -1512194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1512289.500000 Penalty: 917.982849
	Iteration 24Q: 3 clusters Score -1512290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -1512340.875000 Penalty: 917.982849
	Iteration 25Q: 3 clusters Score -1512341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -1512402.750000 Penalty: 917.982849
	Iteration 26Q: 3 clusters Score -1512403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -1512433.750000 Penalty: 917.982849
	Iteration 27Q: 3 clusters Score -1512434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -1512462.125000 Penalty: 917.982849
	Iteration 28Q: 3 clusters Score -1512462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -1512486.250000 Penalty: 917.982849
	Iteration 29Q: 3 clusters Score -1512486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -1512514.625000 Penalty: 917.982849
	Iteration 30Q: 3 clusters Score -1512515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -1512543.000000 Penalty: 917.982849
	Iteration 31Q: 3 clusters Score -1512543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -1512567.750000 Penalty: 917.982849
	Iteration 32Q: 3 clusters Score -1512568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -1512581.500000 Penalty: 917.982849
	Iteration 33Q: 3 clusters Score -1512582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -1512587.625000 Penalty: 917.982849
	Iteration 34Q: 3 clusters Score -1512588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -1512599.875000 Penalty: 917.982849
	Iteration 35Q: 3 clusters Score -1512600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -1512605.750000 Penalty: 917.982849
	Iteration 36Q: 3 clusters Score -1512606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -1512612.500000 Penalty: 917.982849
	Iteration 37Q: 3 clusters Score -1512612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -1512617.875000 Penalty: 917.982849
	Iteration 38Q: 3 clusters Score -1512618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -1512621.250000 Penalty: 917.982849
	Iteration 39Q: 3 clusters Score -1512621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1512622.250000 Penalty: 917.982849
	Iteration 40F: 3 clusters Score -1512622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -1512622.750000 Penalty: 917.982849
	Iteration 41Q: 3 clusters Score -1512623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -1512622.750000 Penalty: 917.982849
	Iteration 42Q: 3 clusters Score -1512623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -1512622.750000 Penalty: 917.982849
	Iteration 43F: 3 clusters Score -1512623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10439.680664 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -10439.68 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 86 members 
Entering Unmasked Estep 
Score: -10159.764648 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10159.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10237.419922 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10237.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10258.508789 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10258.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10275.985352 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10275.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10282.113281 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10282.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10284.210938 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10284.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10286.080078 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -10286.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10286.080078 Penalty: 480.308441
	Iteration 7F: 3 clusters Score -10286.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2384.393311 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2384.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2264.725098 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2264.725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2318.782715 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2318.783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Entering Unmasked Estep 
Score: -2874257.000000 Penalty: 493.404785
	Iteration 0F: 2 clusters Score -2874257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -2840001.250000 Penalty: 986.809570
	Iteration 0F: 3 clusters Score -2840001 nChanged 24541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -2855207.750000 Penalty: 986.809570
	Iteration 1F: 3 clusters Score -2855208 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -2856529.750000 Penalty: 986.809570
	Iteration 2Q: 3 clusters Score -2856530 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2858429.750000 Penalty: 986.809570
	Iteration 3F: 3 clusters Score -2858430 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -2860711.250000 Penalty: 986.809570
	Iteration 4F: 3 clusters Score -2860711 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -2863142.750000 Penalty: 986.809570
	Iteration 5F: 3 clusters Score -2863143 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -2865007.250000 Penalty: 986.809570
	Iteration 6F: 3 clusters Score -2865007 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -2866036.750000 Penalty: 986.809570
	Iteration 7Q: 3 clusters Score -2866037 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -2866558.500000 Penalty: 986.809570
	Iteration 8Q: 3 clusters Score -2866558 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -2866846.500000 Penalty: 986.809570
	Iteration 9Q: 3 clusters Score -2866846 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -2867066.500000 Penalty: 986.809570
	Iteration 10Q: 3 clusters Score -2867066 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -2867249.500000 Penalty: 986.809570
	Iteration 11Q: 3 clusters Score -2867250 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -2867455.500000 Penalty: 986.809570
	Iteration 12Q: 3 clusters Score -2867456 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -2867653.250000 Penalty: 986.809570
	Iteration 13Q: 3 clusters Score -2867653 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -2867858.000000 Penalty: 986.809570
	Iteration 14Q: 3 clusters Score -2867858 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -2868064.500000 Penalty: 986.809570
	Iteration 15Q: 3 clusters Score -2868064 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -2868252.500000 Penalty: 986.809570
	Iteration 16Q: 3 clusters Score -2868252 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -2868468.750000 Penalty: 986.809570
	Iteration 17Q: 3 clusters Score -2868469 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -2868708.750000 Penalty: 986.809570
	Iteration 18Q: 3 clusters Score -2868709 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -2868972.750000 Penalty: 986.809570
	Iteration 19Q: 3 clusters Score -2868973 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -2869266.000000 Penalty: 986.809570
	Iteration 20F: 3 clusters Score -2869266 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -2869619.750000 Penalty: 986.809570
	Iteration 21Q: 3 clusters Score -2869620 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -2869996.500000 Penalty: 986.809570
	Iteration 22Q: 3 clusters Score -2869996 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -2870455.250000 Penalty: 986.809570
	Iteration 23Q: 3 clusters Score -2870455 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -2870947.500000 Penalty: 986.809570
	Iteration 24Q: 3 clusters Score -2870948 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -2871457.500000 Penalty: 986.809570
	Iteration 25Q: 3 clusters Score -2871458 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -2871964.250000 Penalty: 986.809570
	Iteration 26Q: 3 clusters Score -2871964 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -2872432.250000 Penalty: 986.809570
	Iteration 27Q: 3 clusters Score -2872432 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -2872803.500000 Penalty: 986.809570
	Iteration 28Q: 3 clusters Score -2872804 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -2873087.250000 Penalty: 986.809570
	Iteration 29Q: 3 clusters Score -2873087 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -2873278.750000 Penalty: 986.809570
	Iteration 30Q: 3 clusters Score -2873279 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -2873426.000000 Penalty: 986.809570
	Iteration 31Q: 3 clusters Score -2873426 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -2873559.000000 Penalty: 986.809570
	Iteration 32Q: 3 clusters Score -2873559 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -2873658.500000 Penalty: 986.809570
	Iteration 33Q: 3 clusters Score -2873658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -2873722.250000 Penalty: 986.809570
	Iteration 34Q: 3 clusters Score -2873722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -2873771.750000 Penalty: 986.809570
	Iteration 35Q: 3 clusters Score -2873772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -2873811.500000 Penalty: 986.809570
	Iteration 36Q: 3 clusters Score -2873812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -2873830.000000 Penalty: 986.809570
	Iteration 37Q: 3 clusters Score -2873830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -2873853.250000 Penalty: 986.809570
	Iteration 38Q: 3 clusters Score -2873853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -2873862.000000 Penalty: 986.809570
	Iteration 39Q: 3 clusters Score -2873862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -2873865.250000 Penalty: 986.809570
	Iteration 40F: 3 clusters Score -2873865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -2873870.000000 Penalty: 986.809570
	Iteration 41Q: 3 clusters Score -2873870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -2873876.000000 Penalty: 986.809570
	Iteration 42Q: 3 clusters Score -2873876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -2873881.000000 Penalty: 986.809570
	Iteration 43Q: 3 clusters Score -2873881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -2873878.000000 Penalty: 986.809570
	Iteration 44Q: 3 clusters Score -2873878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -2873878.250000 Penalty: 986.809570
	Iteration 45Q: 3 clusters Score -2873878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -2873878.750000 Penalty: 986.809570
	Iteration 46Q: 3 clusters Score -2873879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -2873880.750000 Penalty: 986.809570
	Iteration 47Q: 3 clusters Score -2873881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -2873880.000000 Penalty: 986.809570
	Iteration 48Q: 3 clusters Score -2873880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -2873882.250000 Penalty: 986.809570
	Iteration 49Q: 3 clusters Score -2873882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -2873882.250000 Penalty: 986.809570
	Iteration 50F: 3 clusters Score -2873882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Entering Unmasked Estep 
Score: -402023.312500 Penalty: 402.371368
	Iteration 0F: 2 clusters Score -402023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -397336.156250 Penalty: 804.742737
	Iteration 0F: 3 clusters Score -397336.2 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -399072.531250 Penalty: 804.742737
	Iteration 1F: 3 clusters Score -399072.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -399184.968750 Penalty: 804.742737
	Iteration 2Q: 3 clusters Score -399185 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -399304.406250 Penalty: 804.742737
	Iteration 3Q: 3 clusters Score -399304.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -399425.250000 Penalty: 804.742737
	Iteration 4Q: 3 clusters Score -399425.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -399575.781250 Penalty: 804.742737
	Iteration 5Q: 3 clusters Score -399575.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -399741.968750 Penalty: 804.742737
	Iteration 6Q: 3 clusters Score -399742 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -399967.531250 Penalty: 804.742737
	Iteration 7F: 3 clusters Score -399967.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -400281.031250 Penalty: 804.742737
	Iteration 8F: 3 clusters Score -400281 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -400639.281250 Penalty: 804.742737
	Iteration 9F: 3 clusters Score -400639.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -401021.656250 Penalty: 804.742737
	Iteration 10F: 3 clusters Score -401021.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -401294.000000 Penalty: 804.742737
	Iteration 11Q: 3 clusters Score -401294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -401436.968750 Penalty: 804.742737
	Iteration 12Q: 3 clusters Score -401437 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -401525.218750 Penalty: 804.742737
	Iteration 13Q: 3 clusters Score -401525.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -401588.062500 Penalty: 804.742737
	Iteration 14Q: 3 clusters Score -401588.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -401626.468750 Penalty: 804.742737
	Iteration 15Q: 3 clusters Score -401626.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -401652.468750 Penalty: 804.742737
	Iteration 16Q: 3 clusters Score -401652.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -401667.843750 Penalty: 804.742737
	Iteration 17Q: 3 clusters Score -401667.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -401680.156250 Penalty: 804.742737
	Iteration 18Q: 3 clusters Score -401680.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -401690.781250 Penalty: 804.742737
	Iteration 19Q: 3 clusters Score -401690.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -401697.156250 Penalty: 804.742737
	Iteration 20F: 3 clusters Score -401697.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -401703.031250 Penalty: 804.742737
	Iteration 21Q: 3 clusters Score -401703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -401706.125000 Penalty: 804.742737
	Iteration 22Q: 3 clusters Score -401706.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -401708.656250 Penalty: 804.742737
	Iteration 23Q: 3 clusters Score -401708.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -401709.500000 Penalty: 804.742737
	Iteration 24Q: 3 clusters Score -401709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -401710.187500 Penalty: 804.742737
	Iteration 25Q: 3 clusters Score -401710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -401710.187500 Penalty: 804.742737
	Iteration 26Q: 3 clusters Score -401710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -401710.187500 Penalty: 804.742737
	Iteration 27Q: 3 clusters Score -401710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -401710.187500 Penalty: 804.742737
	Iteration 28F: 3 clusters Score -401710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13431.791992 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13431.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13113.722656 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -13113.72 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13203.846680 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -13203.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13225.463867 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -13225.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13241.848633 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -13241.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13251.997070 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -13252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13264.879883 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -13264.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13283.022461 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -13283.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13294.595703 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -13294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13306.116211 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -13306.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13316.586914 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -13316.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13321.523438 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -13321.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13326.291016 Penalty: 504.965912
	Iteration 11Q: 3 clusters Score -13326.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13326.539062 Penalty: 504.965912
	Iteration 12Q: 3 clusters Score -13326.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13326.539062 Penalty: 504.965912
	Iteration 13F: 3 clusters Score -13326.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -533182.562500 Penalty: 417.932526
	Iteration 0F: 2 clusters Score -533182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -526725.437500 Penalty: 835.865051
	Iteration 0F: 3 clusters Score -526725.4 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -529418.875000 Penalty: 835.865051
	Iteration 1F: 3 clusters Score -529418.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -529751.125000 Penalty: 835.865051
	Iteration 2F: 3 clusters Score -529751.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -530159.312500 Penalty: 835.865051
	Iteration 3F: 3 clusters Score -530159.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -530604.500000 Penalty: 835.865051
	Iteration 4F: 3 clusters Score -530604.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -531066.687500 Penalty: 835.865051
	Iteration 5F: 3 clusters Score -531066.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -531408.000000 Penalty: 835.865051
	Iteration 6F: 3 clusters Score -531408 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -531590.500000 Penalty: 835.865051
	Iteration 7Q: 3 clusters Score -531590.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -531682.000000 Penalty: 835.865051
	Iteration 8Q: 3 clusters Score -531682 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -531745.125000 Penalty: 835.865051
	Iteration 9Q: 3 clusters Score -531745.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -531797.937500 Penalty: 835.865051
	Iteration 10Q: 3 clusters Score -531797.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -531852.250000 Penalty: 835.865051
	Iteration 11Q: 3 clusters Score -531852.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -531923.937500 Penalty: 835.865051
	Iteration 12Q: 3 clusters Score -531923.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -531988.750000 Penalty: 835.865051
	Iteration 13Q: 3 clusters Score -531988.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -532053.562500 Penalty: 835.865051
	Iteration 14Q: 3 clusters Score -532053.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -532126.562500 Penalty: 835.865051
	Iteration 15Q: 3 clusters Score -532126.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -532212.437500 Penalty: 835.865051
	Iteration 16Q: 3 clusters Score -532212.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -532292.750000 Penalty: 835.865051
	Iteration 17Q: 3 clusters Score -532292.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -532365.750000 Penalty: 835.865051
	Iteration 18Q: 3 clusters Score -532365.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -532437.500000 Penalty: 835.865051
	Iteration 19Q: 3 clusters Score -532437.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -532516.562500 Penalty: 835.865051
	Iteration 20F: 3 clusters Score -532516.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -532604.500000 Penalty: 835.865051
	Iteration 21Q: 3 clusters Score -532604.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -532693.125000 Penalty: 835.865051
	Iteration 22Q: 3 clusters Score -532693.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -532742.750000 Penalty: 835.865051
	Iteration 23Q: 3 clusters Score -532742.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -532770.187500 Penalty: 835.865051
	Iteration 24Q: 3 clusters Score -532770.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -532798.375000 Penalty: 835.865051
	Iteration 25Q: 3 clusters Score -532798.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -532818.875000 Penalty: 835.865051
	Iteration 26Q: 3 clusters Score -532818.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -532830.500000 Penalty: 835.865051
	Iteration 27Q: 3 clusters Score -532830.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -532841.750000 Penalty: 835.865051
	Iteration 28Q: 3 clusters Score -532841.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -532852.187500 Penalty: 835.865051
	Iteration 29Q: 3 clusters Score -532852.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -532858.500000 Penalty: 835.865051
	Iteration 30Q: 3 clusters Score -532858.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -532864.625000 Penalty: 835.865051
	Iteration 31Q: 3 clusters Score -532864.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -532870.000000 Penalty: 835.865051
	Iteration 32Q: 3 clusters Score -532870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -532873.625000 Penalty: 835.865051
	Iteration 33Q: 3 clusters Score -532873.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -532878.125000 Penalty: 835.865051
	Iteration 34Q: 3 clusters Score -532878.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -532881.625000 Penalty: 835.865051
	Iteration 35Q: 3 clusters Score -532881.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -532885.625000 Penalty: 835.865051
	Iteration 36Q: 3 clusters Score -532885.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -532887.437500 Penalty: 835.865051
	Iteration 37Q: 3 clusters Score -532887.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -532890.687500 Penalty: 835.865051
	Iteration 38Q: 3 clusters Score -532890.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -532896.625000 Penalty: 835.865051
	Iteration 39Q: 3 clusters Score -532896.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -532903.937500 Penalty: 835.865051
	Iteration 40F: 3 clusters Score -532903.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -532908.062500 Penalty: 835.865051
	Iteration 41Q: 3 clusters Score -532908.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -532911.437500 Penalty: 835.865051
	Iteration 42Q: 3 clusters Score -532911.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -532914.937500 Penalty: 835.865051
	Iteration 43Q: 3 clusters Score -532914.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -532917.937500 Penalty: 835.865051
	Iteration 44Q: 3 clusters Score -532917.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -532919.937500 Penalty: 835.865051
	Iteration 45Q: 3 clusters Score -532919.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -532924.062500 Penalty: 835.865051
	Iteration 46Q: 3 clusters Score -532924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -532924.625000 Penalty: 835.865051
	Iteration 47Q: 3 clusters Score -532924.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -532926.937500 Penalty: 835.865051
	Iteration 48Q: 3 clusters Score -532926.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -532932.000000 Penalty: 835.865051
	Iteration 49Q: 3 clusters Score -532932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -532934.187500 Penalty: 835.865051
	Iteration 50Q: 3 clusters Score -532934.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -532937.750000 Penalty: 835.865051
	Iteration 51Q: 3 clusters Score -532937.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -532940.750000 Penalty: 835.865051
	Iteration 52Q: 3 clusters Score -532940.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -532941.812500 Penalty: 835.865051
	Iteration 53Q: 3 clusters Score -532941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -532944.187500 Penalty: 835.865051
	Iteration 54Q: 3 clusters Score -532944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -532947.187500 Penalty: 835.865051
	Iteration 55Q: 3 clusters Score -532947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -532948.000000 Penalty: 835.865051
	Iteration 56Q: 3 clusters Score -532948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -532948.312500 Penalty: 835.865051
	Iteration 57Q: 3 clusters Score -532948.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -532949.062500 Penalty: 835.865051
	Iteration 58Q: 3 clusters Score -532949.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -532949.562500 Penalty: 835.865051
	Iteration 59Q: 3 clusters Score -532949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -532950.187500 Penalty: 835.865051
	Iteration 60F: 3 clusters Score -532950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -532952.062500 Penalty: 835.865051
	Iteration 61Q: 3 clusters Score -532952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -532953.312500 Penalty: 835.865051
	Iteration 62Q: 3 clusters Score -532953.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -532954.687500 Penalty: 835.865051
	Iteration 63Q: 3 clusters Score -532954.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -532954.562500 Penalty: 835.865051
	Iteration 64Q: 3 clusters Score -532954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -532956.000000 Penalty: 835.865051
	Iteration 65Q: 3 clusters Score -532956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -532955.625000 Penalty: 835.865051
	Iteration 66Q: 3 clusters Score -532955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -532956.687500 Penalty: 835.865051
	Iteration 67Q: 3 clusters Score -532956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -532957.250000 Penalty: 835.865051
	Iteration 68Q: 3 clusters Score -532957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -532956.750000 Penalty: 835.865051
	Iteration 69Q: 3 clusters Score -532956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -532959.062500 Penalty: 835.865051
	Iteration 70Q: 3 clusters Score -532959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -532958.687500 Penalty: 835.865051
	Iteration 71Q: 3 clusters Score -532958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -532958.437500 Penalty: 835.865051
	Iteration 72Q: 3 clusters Score -532958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -532959.125000 Penalty: 835.865051
	Iteration 73Q: 3 clusters Score -532959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -532958.750000 Penalty: 835.865051
	Iteration 74Q: 3 clusters Score -532958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -532958.937500 Penalty: 835.865051
	Iteration 75Q: 3 clusters Score -532958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -532958.937500 Penalty: 835.865051
	Iteration 76F: 3 clusters Score -532958.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -182469.203125 Penalty: 370.569702
	Iteration 0F: 2 clusters Score -182469.2 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 1737 members 
Entering Unmasked Estep 
Score: -180067.671875 Penalty: 741.139404
	Iteration 0F: 3 clusters Score -180067.7 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -180891.421875 Penalty: 741.139404
	Iteration 1F: 3 clusters Score -180891.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -180966.828125 Penalty: 741.139404
	Iteration 2F: 3 clusters Score -180966.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -181032.750000 Penalty: 741.139404
	Iteration 3Q: 3 clusters Score -181032.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -181085.921875 Penalty: 741.139404
	Iteration 4Q: 3 clusters Score -181085.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -181132.296875 Penalty: 741.139404
	Iteration 5Q: 3 clusters Score -181132.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -181175.515625 Penalty: 741.139404
	Iteration 6Q: 3 clusters Score -181175.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -181224.453125 Penalty: 741.139404
	Iteration 7Q: 3 clusters Score -181224.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -181274.453125 Penalty: 741.139404
	Iteration 8Q: 3 clusters Score -181274.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -181328.968750 Penalty: 741.139404
	Iteration 9Q: 3 clusters Score -181329 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -181373.046875 Penalty: 741.139404
	Iteration 10Q: 3 clusters Score -181373 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -181432.750000 Penalty: 741.139404
	Iteration 11Q: 3 clusters Score -181432.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -181489.437500 Penalty: 741.139404
	Iteration 12Q: 3 clusters Score -181489.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -181532.812500 Penalty: 741.139404
	Iteration 13Q: 3 clusters Score -181532.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -181567.625000 Penalty: 741.139404
	Iteration 14Q: 3 clusters Score -181567.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -181585.718750 Penalty: 741.139404
	Iteration 15Q: 3 clusters Score -181585.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -181594.937500 Penalty: 741.139404
	Iteration 16Q: 3 clusters Score -181594.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -181600.843750 Penalty: 741.139404
	Iteration 17Q: 3 clusters Score -181600.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -181603.203125 Penalty: 741.139404
	Iteration 18Q: 3 clusters Score -181603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -181604.546875 Penalty: 741.139404
	Iteration 19Q: 3 clusters Score -181604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -181606.312500 Penalty: 741.139404
	Iteration 20F: 3 clusters Score -181606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -181607.453125 Penalty: 741.139404
	Iteration 21Q: 3 clusters Score -181607.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -181608.984375 Penalty: 741.139404
	Iteration 22Q: 3 clusters Score -181609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -181610.203125 Penalty: 741.139404
	Iteration 23Q: 3 clusters Score -181610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -181611.468750 Penalty: 741.139404
	Iteration 24Q: 3 clusters Score -181611.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -181611.921875 Penalty: 741.139404
	Iteration 25Q: 3 clusters Score -181611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -181612.953125 Penalty: 741.139404
	Iteration 26Q: 3 clusters Score -181613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -181614.375000 Penalty: 741.139404
	Iteration 27Q: 3 clusters Score -181614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -181615.390625 Penalty: 741.139404
	Iteration 28Q: 3 clusters Score -181615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -181616.359375 Penalty: 741.139404
	Iteration 29Q: 3 clusters Score -181616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -181617.640625 Penalty: 741.139404
	Iteration 30Q: 3 clusters Score -181617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -181618.437500 Penalty: 741.139404
	Iteration 31Q: 3 clusters Score -181618.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -181619.765625 Penalty: 741.139404
	Iteration 32Q: 3 clusters Score -181619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -181620.640625 Penalty: 741.139404
	Iteration 33Q: 3 clusters Score -181620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -181621.109375 Penalty: 741.139404
	Iteration 34Q: 3 clusters Score -181621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -181622.015625 Penalty: 741.139404
	Iteration 35Q: 3 clusters Score -181622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -181621.984375 Penalty: 741.139404
	Iteration 36Q: 3 clusters Score -181622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -181622.328125 Penalty: 741.139404
	Iteration 37Q: 3 clusters Score -181622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -181622.593750 Penalty: 741.139404
	Iteration 38Q: 3 clusters Score -181622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -181622.796875 Penalty: 741.139404
	Iteration 39Q: 3 clusters Score -181622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -181622.796875 Penalty: 741.139404
	Iteration 40F: 3 clusters Score -181622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -98527.953125 Penalty: 343.936249
	Iteration 0F: 2 clusters Score -98527.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -97191.210938 Penalty: 687.872498
	Iteration 0F: 3 clusters Score -97191.21 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -97773.898438 Penalty: 687.872498
	Iteration 1F: 3 clusters Score -97773.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -97998.257812 Penalty: 687.872498
	Iteration 2F: 3 clusters Score -97998.26 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -98184.937500 Penalty: 687.872498
	Iteration 3F: 3 clusters Score -98184.94 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -98323.781250 Penalty: 687.872498
	Iteration 4F: 3 clusters Score -98323.78 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -98421.781250 Penalty: 687.872498
	Iteration 5F: 3 clusters Score -98421.78 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -98470.773438 Penalty: 687.872498
	Iteration 6Q: 3 clusters Score -98470.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -98489.570312 Penalty: 687.872498
	Iteration 7Q: 3 clusters Score -98489.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -98508.015625 Penalty: 687.872498
	Iteration 8Q: 3 clusters Score -98508.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98515.375000 Penalty: 687.872498
	Iteration 9Q: 3 clusters Score -98515.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -98519.226562 Penalty: 687.872498
	Iteration 10Q: 3 clusters Score -98519.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -98522.484375 Penalty: 687.872498
	Iteration 11Q: 3 clusters Score -98522.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -98525.421875 Penalty: 687.872498
	Iteration 12Q: 3 clusters Score -98525.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -98527.734375 Penalty: 687.872498
	Iteration 13Q: 3 clusters Score -98527.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -98529.140625 Penalty: 687.872498
	Iteration 14Q: 3 clusters Score -98529.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -98531.125000 Penalty: 687.872498
	Iteration 15Q: 3 clusters Score -98531.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -98531.593750 Penalty: 687.872498
	Iteration 16Q: 3 clusters Score -98531.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -98532.382812 Penalty: 687.872498
	Iteration 17Q: 3 clusters Score -98532.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -98532.625000 Penalty: 687.872498
	Iteration 18Q: 3 clusters Score -98532.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -98533.398438 Penalty: 687.872498
	Iteration 19Q: 3 clusters Score -98533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -98534.039062 Penalty: 687.872498
	Iteration 20F: 3 clusters Score -98534.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -98536.320312 Penalty: 687.872498
	Iteration 21Q: 3 clusters Score -98536.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -98539.257812 Penalty: 687.872498
	Iteration 22Q: 3 clusters Score -98539.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -98540.515625 Penalty: 687.872498
	Iteration 23Q: 3 clusters Score -98540.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -98541.578125 Penalty: 687.872498
	Iteration 24Q: 3 clusters Score -98541.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -98542.093750 Penalty: 687.872498
	Iteration 25Q: 3 clusters Score -98542.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -98542.812500 Penalty: 687.872498
	Iteration 26Q: 3 clusters Score -98542.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -98544.156250 Penalty: 687.872498
	Iteration 27Q: 3 clusters Score -98544.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -98545.117188 Penalty: 687.872498
	Iteration 28Q: 3 clusters Score -98545.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -98545.625000 Penalty: 687.872498
	Iteration 29Q: 3 clusters Score -98545.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -98545.695312 Penalty: 687.872498
	Iteration 30Q: 3 clusters Score -98545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -98546.046875 Penalty: 687.872498
	Iteration 31Q: 3 clusters Score -98546.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -98546.937500 Penalty: 687.872498
	Iteration 32Q: 3 clusters Score -98546.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -98546.796875 Penalty: 687.872498
	Iteration 33Q: 3 clusters Score -98546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -98546.796875 Penalty: 687.872498
	Iteration 34F: 3 clusters Score -98546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 165983 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 4272 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 24046 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 118558 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1330 members 
Entering Unmasked Estep 
Score: -23067868.000000 Penalty: 15872.815430
Splitting cluster 20 changes total score from -23068174.000000 to -23067868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2910.901367 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2910.901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2765.795410 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2765.795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2783.935791 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2783.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7354.804688 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7354.805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7417.064453 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7417.064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7432.064453 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7432.064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7437.246094 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7437.246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7439.253906 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7439.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7439.253906 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -7439.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -33806.007812 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -33806.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33240.113281 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -33240.11 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33371.636719 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -33371.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33414.308594 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -33414.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33448.824219 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -33448.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33478.191406 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -33478.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33503.906250 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -33503.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33517.042969 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -33517.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33526.308594 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -33526.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33529.390625 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -33529.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33532.394531 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -33532.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33534.218750 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -33534.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33535.324219 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -33535.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33535.324219 Penalty: 582.120605
	Iteration 12F: 3 clusters Score -33535.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (118558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118558 members 
Entering Unmasked Estep 
Score: -7066341.500000 Penalty: 531.583679
	Iteration 0F: 2 clusters Score -7066342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -6986971.500000 Penalty: 1063.167358
	Iteration 0F: 3 clusters Score -6986972 nChanged 57944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -7020308.000000 Penalty: 1063.167358
	Iteration 1F: 3 clusters Score -7020308 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -7021240.500000 Penalty: 1063.167358
	Iteration 2Q: 3 clusters Score -7021240 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -7022803.000000 Penalty: 1063.167358
	Iteration 3Q: 3 clusters Score -7022803 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -7025523.500000 Penalty: 1063.167358
	Iteration 4Q: 3 clusters Score -7025524 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -7030302.000000 Penalty: 1063.167358
	Iteration 5F: 3 clusters Score -7030302 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -7037233.500000 Penalty: 1063.167358
	Iteration 6F: 3 clusters Score -7037234 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -7045621.500000 Penalty: 1063.167358
	Iteration 7F: 3 clusters Score -7045622 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7053673.000000 Penalty: 1063.167358
	Iteration 8F: 3 clusters Score -7053673 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -7058697.000000 Penalty: 1063.167358
	Iteration 9Q: 3 clusters Score -7058697 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -7060988.000000 Penalty: 1063.167358
	Iteration 10Q: 3 clusters Score -7060988 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -7061861.500000 Penalty: 1063.167358
	Iteration 11Q: 3 clusters Score -7061862 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -7062407.500000 Penalty: 1063.167358
	Iteration 12Q: 3 clusters Score -7062408 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -7062815.500000 Penalty: 1063.167358
	Iteration 13Q: 3 clusters Score -7062816 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -7063129.000000 Penalty: 1063.167358
	Iteration 14Q: 3 clusters Score -7063129 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -7063416.500000 Penalty: 1063.167358
	Iteration 15Q: 3 clusters Score -7063416 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -7063712.000000 Penalty: 1063.167358
	Iteration 16Q: 3 clusters Score -7063712 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -7063991.500000 Penalty: 1063.167358
	Iteration 17Q: 3 clusters Score -7063992 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -7064199.000000 Penalty: 1063.167358
	Iteration 18Q: 3 clusters Score -7064199 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -7064448.000000 Penalty: 1063.167358
	Iteration 19Q: 3 clusters Score -7064448 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -7064667.000000 Penalty: 1063.167358
	Iteration 20F: 3 clusters Score -7064667 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -7064842.500000 Penalty: 1063.167358
	Iteration 21Q: 3 clusters Score -7064842 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -7065026.500000 Penalty: 1063.167358
	Iteration 22Q: 3 clusters Score -7065026 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -7065215.500000 Penalty: 1063.167358
	Iteration 23Q: 3 clusters Score -7065216 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -7065348.500000 Penalty: 1063.167358
	Iteration 24Q: 3 clusters Score -7065348 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109163 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -7065499.500000 Penalty: 1063.167358
	Iteration 25Q: 3 clusters Score -7065500 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -7065670.000000 Penalty: 1063.167358
	Iteration 26Q: 3 clusters Score -7065670 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -7065781.500000 Penalty: 1063.167358
	Iteration 27Q: 3 clusters Score -7065782 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -7065915.000000 Penalty: 1063.167358
	Iteration 28Q: 3 clusters Score -7065915 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -7066037.000000 Penalty: 1063.167358
	Iteration 29Q: 3 clusters Score -7066037 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111701 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -7066127.500000 Penalty: 1063.167358
	Iteration 30Q: 3 clusters Score -7066128 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7066220.000000 Penalty: 1063.167358
	Iteration 31Q: 3 clusters Score -7066220 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -7066326.500000 Penalty: 1063.167358
	Iteration 32Q: 3 clusters Score -7066326 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112683 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -7066368.500000 Penalty: 1063.167358
	Iteration 33Q: 3 clusters Score -7066368 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -7066378.500000 Penalty: 1063.167358
	Iteration 34Q: 3 clusters Score -7066378 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113165 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -7066402.500000 Penalty: 1063.167358
	Iteration 35Q: 3 clusters Score -7066402 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7066399.000000 Penalty: 1063.167358
	Iteration 36Q: 3 clusters Score -7066399 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113540 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -7066459.500000 Penalty: 1063.167358
	Iteration 37Q: 3 clusters Score -7066460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113701 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7066482.500000 Penalty: 1063.167358
	Iteration 38Q: 3 clusters Score -7066482 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7066501.000000 Penalty: 1063.167358
	Iteration 39Q: 3 clusters Score -7066501 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7066518.000000 Penalty: 1063.167358
	Iteration 40F: 3 clusters Score -7066518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -7066541.500000 Penalty: 1063.167358
	Iteration 41Q: 3 clusters Score -7066542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114216 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7066555.500000 Penalty: 1063.167358
	Iteration 42Q: 3 clusters Score -7066556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7066561.000000 Penalty: 1063.167358
	Iteration 43Q: 3 clusters Score -7066561 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7066581.000000 Penalty: 1063.167358
	Iteration 44Q: 3 clusters Score -7066581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7066591.500000 Penalty: 1063.167358
	Iteration 45Q: 3 clusters Score -7066592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7066571.000000 Penalty: 1063.167358
	Iteration 46Q: 3 clusters Score -7066571 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114704 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -7066575.000000 Penalty: 1063.167358
	Iteration 47Q: 3 clusters Score -7066575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7066586.500000 Penalty: 1063.167358
	Iteration 48Q: 3 clusters Score -7066586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -7066587.000000 Penalty: 1063.167358
	Iteration 49Q: 3 clusters Score -7066587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114963 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7066612.500000 Penalty: 1063.167358
	Iteration 50Q: 3 clusters Score -7066612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7066618.500000 Penalty: 1063.167358
	Iteration 51Q: 3 clusters Score -7066618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115106 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7066629.500000 Penalty: 1063.167358
	Iteration 52Q: 3 clusters Score -7066630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115159 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7066638.500000 Penalty: 1063.167358
	Iteration 53Q: 3 clusters Score -7066638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7066642.500000 Penalty: 1063.167358
	Iteration 54Q: 3 clusters Score -7066642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7066647.000000 Penalty: 1063.167358
	Iteration 55Q: 3 clusters Score -7066647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7066650.500000 Penalty: 1063.167358
	Iteration 56Q: 3 clusters Score -7066650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7066657.500000 Penalty: 1063.167358
	Iteration 57Q: 3 clusters Score -7066658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115365 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7066651.000000 Penalty: 1063.167358
	Iteration 58Q: 3 clusters Score -7066651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7066648.500000 Penalty: 1063.167358
	Iteration 59Q: 3 clusters Score -7066648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115409 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7066662.500000 Penalty: 1063.167358
	Iteration 60F: 3 clusters Score -7066662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7066657.500000 Penalty: 1063.167358
	Iteration 61Q: 3 clusters Score -7066658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7066649.500000 Penalty: 1063.167358
	Iteration 62Q: 3 clusters Score -7066650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7066657.000000 Penalty: 1063.167358
	Iteration 63Q: 3 clusters Score -7066657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7066656.500000 Penalty: 1063.167358
	Iteration 64Q: 3 clusters Score -7066656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7066655.000000 Penalty: 1063.167358
	Iteration 65Q: 3 clusters Score -7066655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7066655.000000 Penalty: 1063.167358
	Iteration 66Q: 3 clusters Score -7066655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7066651.500000 Penalty: 1063.167358
	Iteration 67Q: 3 clusters Score -7066652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7066659.000000 Penalty: 1063.167358
	Iteration 68Q: 3 clusters Score -7066659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7066662.000000 Penalty: 1063.167358
	Iteration 69Q: 3 clusters Score -7066662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115496 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7066667.500000 Penalty: 1063.167358
	Iteration 70Q: 3 clusters Score -7066668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7066663.500000 Penalty: 1063.167358
	Iteration 71Q: 3 clusters Score -7066664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7066649.500000 Penalty: 1063.167358
	Iteration 72Q: 3 clusters Score -7066650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115532 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7066661.500000 Penalty: 1063.167358
	Iteration 73Q: 3 clusters Score -7066662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7066659.500000 Penalty: 1063.167358
	Iteration 74Q: 3 clusters Score -7066660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115552 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7066666.500000 Penalty: 1063.167358
	Iteration 75Q: 3 clusters Score -7066666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -7066663.500000 Penalty: 1063.167358
	Iteration 76Q: 3 clusters Score -7066664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7066669.500000 Penalty: 1063.167358
	Iteration 77Q: 3 clusters Score -7066670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7066668.000000 Penalty: 1063.167358
	Iteration 78Q: 3 clusters Score -7066668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7066662.000000 Penalty: 1063.167358
	Iteration 79Q: 3 clusters Score -7066662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115598 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7066663.500000 Penalty: 1063.167358
	Iteration 80F: 3 clusters Score -7066664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115610 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7066671.000000 Penalty: 1063.167358
	Iteration 81Q: 3 clusters Score -7066671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7066657.000000 Penalty: 1063.167358
	Iteration 82Q: 3 clusters Score -7066657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7066663.000000 Penalty: 1063.167358
	Iteration 83Q: 3 clusters Score -7066663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7066669.000000 Penalty: 1063.167358
	Iteration 84Q: 3 clusters Score -7066669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7066672.500000 Penalty: 1063.167358
	Iteration 85Q: 3 clusters Score -7066672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7066670.000000 Penalty: 1063.167358
	Iteration 86Q: 3 clusters Score -7066670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115655 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7066667.000000 Penalty: 1063.167358
	Iteration 87Q: 3 clusters Score -7066667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115661 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7066669.500000 Penalty: 1063.167358
	Iteration 88Q: 3 clusters Score -7066670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7066668.000000 Penalty: 1063.167358
	Iteration 89Q: 3 clusters Score -7066668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7066671.000000 Penalty: 1063.167358
	Iteration 90Q: 3 clusters Score -7066671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115665 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7066669.500000 Penalty: 1063.167358
	Iteration 91Q: 3 clusters Score -7066670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7066671.000000 Penalty: 1063.167358
	Iteration 92Q: 3 clusters Score -7066671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115669 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7066672.000000 Penalty: 1063.167358
	Iteration 93Q: 3 clusters Score -7066672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -7066670.500000 Penalty: 1063.167358
	Iteration 94Q: 3 clusters Score -7066670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7066671.000000 Penalty: 1063.167358
	Iteration 95Q: 3 clusters Score -7066671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7066673.000000 Penalty: 1063.167358
	Iteration 96Q: 3 clusters Score -7066673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7066677.500000 Penalty: 1063.167358
	Iteration 97Q: 3 clusters Score -7066678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115680 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7066679.500000 Penalty: 1063.167358
	Iteration 98Q: 3 clusters Score -7066680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115684 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7066685.500000 Penalty: 1063.167358
	Iteration 99Q: 3 clusters Score -7066686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7066684.000000 Penalty: 1063.167358
	Iteration 100F: 3 clusters Score -7066684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7066681.000000 Penalty: 1063.167358
	Iteration 101Q: 3 clusters Score -7066681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7066680.500000 Penalty: 1063.167358
	Iteration 102Q: 3 clusters Score -7066680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115704 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7066680.500000 Penalty: 1063.167358
	Iteration 103Q: 3 clusters Score -7066680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7066680.500000 Penalty: 1063.167358
	Iteration 104Q: 3 clusters Score -7066680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7066679.500000 Penalty: 1063.167358
	Iteration 105Q: 3 clusters Score -7066680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115718 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7066681.000000 Penalty: 1063.167358
	Iteration 106Q: 3 clusters Score -7066681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115723 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7066678.000000 Penalty: 1063.167358
	Iteration 107Q: 3 clusters Score -7066678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7066690.500000 Penalty: 1063.167358
	Iteration 108Q: 3 clusters Score -7066690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115736 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7066688.000000 Penalty: 1063.167358
	Iteration 109Q: 3 clusters Score -7066688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115742 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7066688.000000 Penalty: 1063.167358
	Iteration 110Q: 3 clusters Score -7066688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7066690.000000 Penalty: 1063.167358
	Iteration 111Q: 3 clusters Score -7066690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7066693.500000 Penalty: 1063.167358
	Iteration 112Q: 3 clusters Score -7066694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115755 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -7066691.500000 Penalty: 1063.167358
	Iteration 113Q: 3 clusters Score -7066692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115755 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -7066691.500000 Penalty: 1063.167358
	Iteration 114F: 3 clusters Score -7066692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 165983 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 4272 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 24046 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 115755 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2803 members 
Entering Unmasked Estep 
Score: -23068290.000000 Penalty: 15872.815430
Splitting cluster 24 changes total score from -23068174.000000 to -23068290.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 25 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -12786.983398 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -12786.98 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 131 members 
Entering Unmasked Estep 
Score: -12483.193359 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12483.19 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12590.635742 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -12590.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12611.460938 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -12611.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12616.947266 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -12616.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12624.723633 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -12624.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12635.724609 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -12635.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12637.198242 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -12637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12639.033203 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -12639.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12639.378906 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -12639.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12639.378906 Penalty: 507.066010
	Iteration 9F: 3 clusters Score -12639.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6598.886719 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6598.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6364.407715 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6364.408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6417.613281 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6417.613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6449.923340 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6449.923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6472.273438 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6472.273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6491.831543 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6491.832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6501.684082 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6501.684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6539.208008 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6539.208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6549.784668 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -6549.785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6557.724121 Penalty: 450.337158
	Iteration 8Q: 3 clusters Score -6557.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6557.724121 Penalty: 450.337158
	Iteration 9F: 3 clusters Score -6557.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 165983 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 4272 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 24046 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 115755 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068406.000000 Penalty: 15872.815430
Iteration 159Q: 28 clusters Score -2.306841e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 166748 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 985 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 12 contains 23891 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 61 members 
Mstep: Class 15 contains 50825 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 115523 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068400.000000 Penalty: 15872.815430
Iteration 160F: 28 clusters Score -2.30684e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5659 members 
Mstep: Class 6 contains 167445 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 4260 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 23792 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 50451 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9588 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 115245 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068444.000000 Penalty: 15872.815430
Iteration 161Q: 28 clusters Score -2.306844e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 168024 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 984 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 3225 members 
Mstep: Class 12 contains 23702 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 50112 members 
Mstep: Class 16 contains 7058 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9520 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 115023 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068422.000000 Penalty: 15872.815430
Iteration 162Q: 28 clusters Score -2.306842e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 168543 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 983 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 23642 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 49810 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9459 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 114784 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068430.000000 Penalty: 15872.815430
Iteration 163Q: 28 clusters Score -2.306843e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 168993 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 23641 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 49521 members 
Mstep: Class 16 contains 7141 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9393 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 114540 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068476.000000 Penalty: 15872.815430
Iteration 164Q: 28 clusters Score -2.306848e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 169496 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 980 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 3199 members 
Mstep: Class 12 contains 23659 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 49192 members 
Mstep: Class 16 contains 7181 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9309 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 114286 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068452.000000 Penalty: 15872.815430
Iteration 165Q: 28 clusters Score -2.306845e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6202 members 
Mstep: Class 6 contains 169968 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 979 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 48844 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9239 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 114009 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068486.000000 Penalty: 15872.815430
Iteration 166Q: 28 clusters Score -2.306849e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 170422 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 979 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 48481 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9160 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 113714 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068448.000000 Penalty: 15872.815430
Iteration 167Q: 28 clusters Score -2.306845e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6529 members 
Mstep: Class 6 contains 170878 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 979 members 
Mstep: Class 10 contains 4216 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 23811 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 48135 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 113399 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068498.000000 Penalty: 15872.815430
Iteration 168Q: 28 clusters Score -2.30685e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 171294 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 4212 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 47815 members 
Mstep: Class 16 contains 7407 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8990 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 2098 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 113078 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068618.000000 Penalty: 15872.815430
Iteration 169Q: 28 clusters Score -2.306862e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 6 contains 171733 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 4214 members 
Mstep: Class 11 contains 3089 members 
Mstep: Class 12 contains 23967 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 47527 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8906 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 112753 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068706.000000 Penalty: 15872.815430
Iteration 170Q: 28 clusters Score -2.306871e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 172175 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 3058 members 
Mstep: Class 12 contains 24026 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 47229 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8827 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 112464 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068614.000000 Penalty: 15872.815430
Iteration 171Q: 28 clusters Score -2.306861e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7110 members 
Mstep: Class 6 contains 172566 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2221 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 3044 members 
Mstep: Class 12 contains 24105 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 46970 members 
Mstep: Class 16 contains 7587 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8720 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 112166 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068648.000000 Penalty: 15872.815430
Iteration 172Q: 28 clusters Score -2.306865e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 172984 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 24169 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 46721 members 
Mstep: Class 16 contains 7627 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8625 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 111864 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068764.000000 Penalty: 15872.815430
Iteration 173Q: 28 clusters Score -2.306876e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7365 members 
Mstep: Class 6 contains 173424 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 972 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 24249 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 46454 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 2164 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 111554 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068862.000000 Penalty: 15872.815430
Iteration 174Q: 28 clusters Score -2.306886e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 173859 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 972 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 24314 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 46209 members 
Mstep: Class 16 contains 7697 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8422 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 2170 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 111229 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068948.000000 Penalty: 15872.815430
Iteration 175Q: 28 clusters Score -2.306895e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7622 members 
Mstep: Class 6 contains 174268 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 972 members 
Mstep: Class 10 contains 4254 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 45944 members 
Mstep: Class 16 contains 7746 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8325 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 110919 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069030.000000 Penalty: 15872.815430
Iteration 176Q: 28 clusters Score -2.306903e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 174683 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 972 members 
Mstep: Class 10 contains 4265 members 
Mstep: Class 11 contains 3051 members 
Mstep: Class 12 contains 24463 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 45656 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 110568 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068984.000000 Penalty: 15872.815430
Iteration 177Q: 28 clusters Score -2.306898e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 175167 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 971 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 3070 members 
Mstep: Class 12 contains 24570 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 45351 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8150 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 110180 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069220.000000 Penalty: 15872.815430
Iteration 178Q: 28 clusters Score -2.306922e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 175678 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 969 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 3087 members 
Mstep: Class 12 contains 24658 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 45058 members 
Mstep: Class 16 contains 7900 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 109764 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069384.000000 Penalty: 15872.815430
Iteration 179Q: 28 clusters Score -2.306938e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8146 members 
Mstep: Class 6 contains 176147 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 967 members 
Mstep: Class 10 contains 4258 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 24749 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 44794 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7984 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 109363 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069398.000000 Penalty: 15872.815430
Iteration 180F: 28 clusters Score -2.30694e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 176635 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 4253 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 24847 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 44501 members 
Mstep: Class 16 contains 7996 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 2211 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 108987 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069532.000000 Penalty: 15872.815430
Iteration 181Q: 28 clusters Score -2.306953e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8409 members 
Mstep: Class 6 contains 177126 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 24962 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 108606 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069712.000000 Penalty: 15872.815430
Iteration 182Q: 28 clusters Score -2.306971e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8513 members 
Mstep: Class 6 contains 177659 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 961 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 3110 members 
Mstep: Class 12 contains 25054 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 43922 members 
Mstep: Class 16 contains 8075 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 108230 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069792.000000 Penalty: 15872.815430
Iteration 183Q: 28 clusters Score -2.306979e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8602 members 
Mstep: Class 6 contains 178241 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 25137 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 43600 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7621 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 107875 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069828.000000 Penalty: 15872.815430
Iteration 184Q: 28 clusters Score -2.306983e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8698 members 
Mstep: Class 6 contains 178861 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 961 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 3122 members 
Mstep: Class 12 contains 25198 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 43300 members 
Mstep: Class 16 contains 8137 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 107457 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069930.000000 Penalty: 15872.815430
Iteration 185Q: 28 clusters Score -2.306993e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 179451 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 4253 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 25255 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 43015 members 
Mstep: Class 16 contains 8167 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 2230 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 107031 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069974.000000 Penalty: 15872.815430
Iteration 186Q: 28 clusters Score -2.306997e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8887 members 
Mstep: Class 6 contains 180052 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2141 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 25329 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 42729 members 
Mstep: Class 16 contains 8200 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 2232 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 106610 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070118.000000 Penalty: 15872.815430
Iteration 187Q: 28 clusters Score -2.307012e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8975 members 
Mstep: Class 6 contains 180606 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2141 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 25396 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 42430 members 
Mstep: Class 16 contains 8231 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 2235 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 106241 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070298.000000 Penalty: 15872.815430
Iteration 188Q: 28 clusters Score -2.30703e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9041 members 
Mstep: Class 6 contains 181090 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2139 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 25467 members 
Mstep: Class 13 contains 202 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 42181 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7201 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 105881 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070388.000000 Penalty: 15872.815430
Iteration 189Q: 28 clusters Score -2.307039e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9111 members 
Mstep: Class 6 contains 181588 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2137 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 25552 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 41941 members 
Mstep: Class 16 contains 8294 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 105512 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070508.000000 Penalty: 15872.815430
Iteration 190Q: 28 clusters Score -2.307051e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 6 contains 182071 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 25643 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 41686 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7063 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 2237 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 105161 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070648.000000 Penalty: 15872.815430
Iteration 191Q: 28 clusters Score -2.307065e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9206 members 
Mstep: Class 6 contains 182615 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4204 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 12 contains 25715 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 41442 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 7000 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 104808 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070770.000000 Penalty: 15872.815430
Iteration 192Q: 28 clusters Score -2.307077e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9241 members 
Mstep: Class 6 contains 183151 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 25787 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 41215 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6937 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 104436 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070736.000000 Penalty: 15872.815430
Iteration 193Q: 28 clusters Score -2.307074e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9273 members 
Mstep: Class 6 contains 183581 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 25856 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 41024 members 
Mstep: Class 16 contains 8417 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 104129 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070708.000000 Penalty: 15872.815430
Iteration 194Q: 28 clusters Score -2.307071e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9303 members 
Mstep: Class 6 contains 184043 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 25918 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 40824 members 
Mstep: Class 16 contains 8441 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 2241 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 103811 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070720.000000 Penalty: 15872.815430
Iteration 195Q: 28 clusters Score -2.307072e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 184471 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4175 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 40655 members 
Mstep: Class 16 contains 8463 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 103515 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070854.000000 Penalty: 15872.815430
Iteration 196Q: 28 clusters Score -2.307085e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9347 members 
Mstep: Class 6 contains 184877 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 3296 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 40469 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 103270 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070912.000000 Penalty: 15872.815430
Iteration 197Q: 28 clusters Score -2.307091e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9367 members 
Mstep: Class 6 contains 185242 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4165 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 26129 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 40278 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6674 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 103043 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070978.000000 Penalty: 15872.815430
Iteration 198Q: 28 clusters Score -2.307098e+07 nChanged 930
Entering ConstructFrom: 
Score: -23070978.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -53467.671875 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -53467.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52672.281250 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -52672.28 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52901.113281 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -52901.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -52940.460938 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -52940.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -52971.281250 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -52971.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -52995.464844 Penalty: 624.320435
	Iteration 4Q: 3 clusters Score -52995.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -53011.386719 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -53011.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -53023.539062 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -53023.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53037.296875 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -53037.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -53046.453125 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -53046.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -53059.179688 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -53059.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -53070.417969 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -53070.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -53078.566406 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -53078.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -53093.578125 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -53093.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -53107.925781 Penalty: 624.320435
	Iteration 13Q: 3 clusters Score -53107.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53116.984375 Penalty: 624.320435
	Iteration 14Q: 3 clusters Score -53116.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -53125.953125 Penalty: 624.320435
	Iteration 15Q: 3 clusters Score -53125.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53134.957031 Penalty: 624.320435
	Iteration 16Q: 3 clusters Score -53134.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53146.078125 Penalty: 624.320435
	Iteration 17Q: 3 clusters Score -53146.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53154.101562 Penalty: 624.320435
	Iteration 18Q: 3 clusters Score -53154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53164.343750 Penalty: 624.320435
	Iteration 19Q: 3 clusters Score -53164.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -53174.128906 Penalty: 624.320435
	Iteration 20F: 3 clusters Score -53174.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53185.210938 Penalty: 624.320435
	Iteration 21Q: 3 clusters Score -53185.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53208.074219 Penalty: 624.320435
	Iteration 22Q: 3 clusters Score -53208.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -53230.628906 Penalty: 624.320435
	Iteration 23Q: 3 clusters Score -53230.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -53253.011719 Penalty: 624.320435
	Iteration 24Q: 3 clusters Score -53253.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -53273.957031 Penalty: 624.320435
	Iteration 25Q: 3 clusters Score -53273.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -53293.882812 Penalty: 624.320435
	Iteration 26Q: 3 clusters Score -53293.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53326.359375 Penalty: 624.320435
	Iteration 27Q: 3 clusters Score -53326.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53376.609375 Penalty: 624.320435
	Iteration 28Q: 3 clusters Score -53376.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53397.566406 Penalty: 624.320435
	Iteration 29Q: 3 clusters Score -53397.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53404.167969 Penalty: 624.320435
	Iteration 30Q: 3 clusters Score -53404.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53409.390625 Penalty: 624.320435
	Iteration 31Q: 3 clusters Score -53409.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -53411.648438 Penalty: 624.320435
	Iteration 32Q: 3 clusters Score -53411.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53413.781250 Penalty: 624.320435
	Iteration 33Q: 3 clusters Score -53413.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53414.855469 Penalty: 624.320435
	Iteration 34Q: 3 clusters Score -53414.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53416.085938 Penalty: 624.320435
	Iteration 35Q: 3 clusters Score -53416.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53416.332031 Penalty: 624.320435
	Iteration 36Q: 3 clusters Score -53416.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53416.332031 Penalty: 624.320435
	Iteration 37F: 3 clusters Score -53416.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66467.304688 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66467.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -66803.664062 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66803.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66846.359375 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66846.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66863.781250 Penalty: 644.588318
	Iteration 3Q: 3 clusters Score -66863.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -66879.351562 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66879.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66892.507812 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66892.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -66902.429688 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66902.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -66910.664062 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66910.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -66916.750000 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66916.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -66921.375000 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -66921.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -66927.210938 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -66927.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66932.781250 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -66932.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66938.593750 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -66938.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -66945.257812 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -66945.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -66952.421875 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -66952.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66962.140625 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -66962.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66975.234375 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -66975.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66989.164062 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -66989.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67005.289062 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -67005.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67023.718750 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -67023.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67047.375000 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -67047.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67065.507812 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -67065.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67084.953125 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -67084.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67100.601562 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -67100.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67111.445312 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -67111.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67122.218750 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -67122.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67127.398438 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -67127.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67131.648438 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -67131.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67132.859375 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -67132.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67133.750000 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -67133.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67133.984375 Penalty: 644.588318
	Iteration 30Q: 3 clusters Score -67133.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67134.296875 Penalty: 644.588318
	Iteration 31Q: 3 clusters Score -67134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67134.296875 Penalty: 644.588318
	Iteration 32F: 3 clusters Score -67134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7941.178711 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7941.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7775.723633 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7775.724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7957.653809 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7957.654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8011.601562 Penalty: 468.949554
	Iteration 2Q: 3 clusters Score -8011.602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8018.828125 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -8018.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8018.828125 Penalty: 468.949554
	Iteration 4F: 3 clusters Score -8018.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 126 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9369 members 
Mstep: Class 6 contains 185610 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 26211 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 40115 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6628 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 102819 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 47 members 
Entering Unmasked Estep 
Score: -23070744.000000 Penalty: 16460.697266
Splitting cluster 3 changes total score from -23070978.000000 to -23070744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -82652.945312 Penalty: 331.739349
	Iteration 0F: 2 clusters Score -82652.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -81560.093750 Penalty: 663.478699
	Iteration 0F: 3 clusters Score -81560.09 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -81878.398438 Penalty: 663.478699
	Iteration 1F: 3 clusters Score -81878.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -81939.523438 Penalty: 663.478699
	Iteration 2F: 3 clusters Score -81939.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -81985.835938 Penalty: 663.478699
	Iteration 3Q: 3 clusters Score -81985.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -82040.953125 Penalty: 663.478699
	Iteration 4F: 3 clusters Score -82040.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -82091.093750 Penalty: 663.478699
	Iteration 5F: 3 clusters Score -82091.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -82136.898438 Penalty: 663.478699
	Iteration 6Q: 3 clusters Score -82136.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -82204.632812 Penalty: 663.478699
	Iteration 7Q: 3 clusters Score -82204.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -82266.171875 Penalty: 663.478699
	Iteration 8Q: 3 clusters Score -82266.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -82327.023438 Penalty: 663.478699
	Iteration 9Q: 3 clusters Score -82327.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -82378.281250 Penalty: 663.478699
	Iteration 10Q: 3 clusters Score -82378.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -82413.062500 Penalty: 663.478699
	Iteration 11Q: 3 clusters Score -82413.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -82446.226562 Penalty: 663.478699
	Iteration 12Q: 3 clusters Score -82446.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -82471.820312 Penalty: 663.478699
	Iteration 13Q: 3 clusters Score -82471.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -82486.125000 Penalty: 663.478699
	Iteration 14Q: 3 clusters Score -82486.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -82491.531250 Penalty: 663.478699
	Iteration 15Q: 3 clusters Score -82491.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -82496.000000 Penalty: 663.478699
	Iteration 16Q: 3 clusters Score -82496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -82500.164062 Penalty: 663.478699
	Iteration 17Q: 3 clusters Score -82500.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -82501.554688 Penalty: 663.478699
	Iteration 18Q: 3 clusters Score -82501.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -82501.757812 Penalty: 663.478699
	Iteration 19Q: 3 clusters Score -82501.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -82501.757812 Penalty: 663.478699
	Iteration 20F: 3 clusters Score -82501.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -552921.500000 Penalty: 416.104858
	Iteration 0F: 2 clusters Score -552921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -546750.062500 Penalty: 832.209717
	Iteration 0F: 3 clusters Score -546750.1 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -549438.625000 Penalty: 832.209717
	Iteration 1F: 3 clusters Score -549438.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -549842.125000 Penalty: 832.209717
	Iteration 2F: 3 clusters Score -549842.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -550310.437500 Penalty: 832.209717
	Iteration 3F: 3 clusters Score -550310.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -550785.437500 Penalty: 832.209717
	Iteration 4F: 3 clusters Score -550785.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -551146.500000 Penalty: 832.209717
	Iteration 5F: 3 clusters Score -551146.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -551360.625000 Penalty: 832.209717
	Iteration 6Q: 3 clusters Score -551360.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -551474.250000 Penalty: 832.209717
	Iteration 7Q: 3 clusters Score -551474.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -551541.187500 Penalty: 832.209717
	Iteration 8Q: 3 clusters Score -551541.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -551597.187500 Penalty: 832.209717
	Iteration 9Q: 3 clusters Score -551597.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -551653.937500 Penalty: 832.209717
	Iteration 10Q: 3 clusters Score -551653.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -551717.187500 Penalty: 832.209717
	Iteration 11Q: 3 clusters Score -551717.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -551785.375000 Penalty: 832.209717
	Iteration 12Q: 3 clusters Score -551785.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -551836.562500 Penalty: 832.209717
	Iteration 13Q: 3 clusters Score -551836.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -551878.500000 Penalty: 832.209717
	Iteration 14Q: 3 clusters Score -551878.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -551912.375000 Penalty: 832.209717
	Iteration 15Q: 3 clusters Score -551912.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -551939.187500 Penalty: 832.209717
	Iteration 16Q: 3 clusters Score -551939.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -551958.500000 Penalty: 832.209717
	Iteration 17Q: 3 clusters Score -551958.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -551974.875000 Penalty: 832.209717
	Iteration 18Q: 3 clusters Score -551974.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -551984.937500 Penalty: 832.209717
	Iteration 19Q: 3 clusters Score -551984.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -551996.312500 Penalty: 832.209717
	Iteration 20F: 3 clusters Score -551996.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -552002.000000 Penalty: 832.209717
	Iteration 21Q: 3 clusters Score -552002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -552009.437500 Penalty: 832.209717
	Iteration 22Q: 3 clusters Score -552009.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -552014.437500 Penalty: 832.209717
	Iteration 23Q: 3 clusters Score -552014.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -552022.437500 Penalty: 832.209717
	Iteration 24Q: 3 clusters Score -552022.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -552030.062500 Penalty: 832.209717
	Iteration 25Q: 3 clusters Score -552030.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -552036.812500 Penalty: 832.209717
	Iteration 26Q: 3 clusters Score -552036.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -552040.937500 Penalty: 832.209717
	Iteration 27Q: 3 clusters Score -552040.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -552048.625000 Penalty: 832.209717
	Iteration 28Q: 3 clusters Score -552048.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -552053.125000 Penalty: 832.209717
	Iteration 29Q: 3 clusters Score -552053.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -552060.937500 Penalty: 832.209717
	Iteration 30Q: 3 clusters Score -552060.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -552066.437500 Penalty: 832.209717
	Iteration 31Q: 3 clusters Score -552066.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -552071.125000 Penalty: 832.209717
	Iteration 32Q: 3 clusters Score -552071.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -552075.687500 Penalty: 832.209717
	Iteration 33Q: 3 clusters Score -552075.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -552081.062500 Penalty: 832.209717
	Iteration 34Q: 3 clusters Score -552081.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -552086.500000 Penalty: 832.209717
	Iteration 35Q: 3 clusters Score -552086.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -552090.562500 Penalty: 832.209717
	Iteration 36Q: 3 clusters Score -552090.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -552091.687500 Penalty: 832.209717
	Iteration 37Q: 3 clusters Score -552091.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -552095.687500 Penalty: 832.209717
	Iteration 38Q: 3 clusters Score -552095.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -552098.375000 Penalty: 832.209717
	Iteration 39Q: 3 clusters Score -552098.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -552099.625000 Penalty: 832.209717
	Iteration 40F: 3 clusters Score -552099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -552102.437500 Penalty: 832.209717
	Iteration 41Q: 3 clusters Score -552102.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -552102.125000 Penalty: 832.209717
	Iteration 42Q: 3 clusters Score -552102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -552102.625000 Penalty: 832.209717
	Iteration 43Q: 3 clusters Score -552102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -552102.250000 Penalty: 832.209717
	Iteration 44Q: 3 clusters Score -552102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -552102.062500 Penalty: 832.209717
	Iteration 45Q: 3 clusters Score -552102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -552102.750000 Penalty: 832.209717
	Iteration 46Q: 3 clusters Score -552102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -552103.187500 Penalty: 832.209717
	Iteration 47Q: 3 clusters Score -552103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -552103.187500 Penalty: 832.209717
	Iteration 48F: 3 clusters Score -552103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (185610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185610 members 
Entering Unmasked Estep 
Score: -10851498.000000 Penalty: 551.978821
	Iteration 0F: 2 clusters Score -1.08515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -10733708.000000 Penalty: 1103.957642
	Iteration 0F: 3 clusters Score -1.073371e+07 nChanged 91172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -10790365.000000 Penalty: 1103.957642
	Iteration 1F: 3 clusters Score -1.079036e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100222 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -10793096.000000 Penalty: 1103.957642
	Iteration 2Q: 3 clusters Score -1.07931e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -10797376.000000 Penalty: 1103.957642
	Iteration 3Q: 3 clusters Score -1.079738e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -10804644.000000 Penalty: 1103.957642
	Iteration 4F: 3 clusters Score -1.080464e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -10815132.000000 Penalty: 1103.957642
	Iteration 5F: 3 clusters Score -1.081513e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -10823979.000000 Penalty: 1103.957642
	Iteration 6F: 3 clusters Score -1.082398e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107459 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -10827149.000000 Penalty: 1103.957642
	Iteration 7Q: 3 clusters Score -1.082715e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -10827877.000000 Penalty: 1103.957642
	Iteration 8Q: 3 clusters Score -1.082788e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -10828078.000000 Penalty: 1103.957642
	Iteration 9Q: 3 clusters Score -1.082808e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -10828242.000000 Penalty: 1103.957642
	Iteration 10Q: 3 clusters Score -1.082824e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -10828389.000000 Penalty: 1103.957642
	Iteration 11Q: 3 clusters Score -1.082839e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110649 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -10828555.000000 Penalty: 1103.957642
	Iteration 12Q: 3 clusters Score -1.082856e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -10828709.000000 Penalty: 1103.957642
	Iteration 13Q: 3 clusters Score -1.082871e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -10828853.000000 Penalty: 1103.957642
	Iteration 14Q: 3 clusters Score -1.082885e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112740 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -10829011.000000 Penalty: 1103.957642
	Iteration 15Q: 3 clusters Score -1.082901e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113528 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -10829242.000000 Penalty: 1103.957642
	Iteration 16Q: 3 clusters Score -1.082924e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -10829451.000000 Penalty: 1103.957642
	Iteration 17Q: 3 clusters Score -1.082945e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -10829679.000000 Penalty: 1103.957642
	Iteration 18Q: 3 clusters Score -1.082968e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -10829949.000000 Penalty: 1103.957642
	Iteration 19Q: 3 clusters Score -1.082995e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -10830170.000000 Penalty: 1103.957642
	Iteration 20F: 3 clusters Score -1.083017e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -10830414.000000 Penalty: 1103.957642
	Iteration 21Q: 3 clusters Score -1.083041e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -10830628.000000 Penalty: 1103.957642
	Iteration 22Q: 3 clusters Score -1.083063e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -10830797.000000 Penalty: 1103.957642
	Iteration 23Q: 3 clusters Score -1.08308e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121304 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -10831021.000000 Penalty: 1103.957642
	Iteration 24Q: 3 clusters Score -1.083102e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -10831239.000000 Penalty: 1103.957642
	Iteration 25Q: 3 clusters Score -1.083124e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -10831593.000000 Penalty: 1103.957642
	Iteration 26Q: 3 clusters Score -1.083159e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124747 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -10831893.000000 Penalty: 1103.957642
	Iteration 27Q: 3 clusters Score -1.083189e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125934 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -10832160.000000 Penalty: 1103.957642
	Iteration 28Q: 3 clusters Score -1.083216e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -10832476.000000 Penalty: 1103.957642
	Iteration 29Q: 3 clusters Score -1.083248e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -10832751.000000 Penalty: 1103.957642
	Iteration 30Q: 3 clusters Score -1.083275e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -10832989.000000 Penalty: 1103.957642
	Iteration 31Q: 3 clusters Score -1.083299e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -10833135.000000 Penalty: 1103.957642
	Iteration 32Q: 3 clusters Score -1.083314e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -10833405.000000 Penalty: 1103.957642
	Iteration 33Q: 3 clusters Score -1.08334e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133597 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -10833710.000000 Penalty: 1103.957642
	Iteration 34Q: 3 clusters Score -1.083371e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134996 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -10833953.000000 Penalty: 1103.957642
	Iteration 35Q: 3 clusters Score -1.083395e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -10834158.000000 Penalty: 1103.957642
	Iteration 36Q: 3 clusters Score -1.083416e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137672 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -10834377.000000 Penalty: 1103.957642
	Iteration 37Q: 3 clusters Score -1.083438e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -10834593.000000 Penalty: 1103.957642
	Iteration 38Q: 3 clusters Score -1.083459e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -10834758.000000 Penalty: 1103.957642
	Iteration 39Q: 3 clusters Score -1.083476e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -10834866.000000 Penalty: 1103.957642
	Iteration 40F: 3 clusters Score -1.083487e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -10835130.000000 Penalty: 1103.957642
	Iteration 41Q: 3 clusters Score -1.083513e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143756 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -10835400.000000 Penalty: 1103.957642
	Iteration 42Q: 3 clusters Score -1.08354e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -10835689.000000 Penalty: 1103.957642
	Iteration 43Q: 3 clusters Score -1.083569e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146228 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -10835963.000000 Penalty: 1103.957642
	Iteration 44Q: 3 clusters Score -1.083596e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147462 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -10836232.000000 Penalty: 1103.957642
	Iteration 45Q: 3 clusters Score -1.083623e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148656 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -10836573.000000 Penalty: 1103.957642
	Iteration 46Q: 3 clusters Score -1.083657e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149928 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -10836935.000000 Penalty: 1103.957642
	Iteration 47Q: 3 clusters Score -1.083694e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151197 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -10837319.000000 Penalty: 1103.957642
	Iteration 48Q: 3 clusters Score -1.083732e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152578 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -10837852.000000 Penalty: 1103.957642
	Iteration 49Q: 3 clusters Score -1.083785e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -10838352.000000 Penalty: 1103.957642
	Iteration 50Q: 3 clusters Score -1.083835e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155475 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -10838822.000000 Penalty: 1103.957642
	Iteration 51Q: 3 clusters Score -1.083882e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -10839229.000000 Penalty: 1103.957642
	Iteration 52Q: 3 clusters Score -1.083923e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -10839744.000000 Penalty: 1103.957642
	Iteration 53Q: 3 clusters Score -1.083974e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159733 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -10840281.000000 Penalty: 1103.957642
	Iteration 54Q: 3 clusters Score -1.084028e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161054 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -10840917.000000 Penalty: 1103.957642
	Iteration 55Q: 3 clusters Score -1.084092e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -10841449.000000 Penalty: 1103.957642
	Iteration 56Q: 3 clusters Score -1.084145e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -10841943.000000 Penalty: 1103.957642
	Iteration 57Q: 3 clusters Score -1.084194e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -10842532.000000 Penalty: 1103.957642
	Iteration 58Q: 3 clusters Score -1.084253e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -10843102.000000 Penalty: 1103.957642
	Iteration 59Q: 3 clusters Score -1.08431e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167332 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -10843542.000000 Penalty: 1103.957642
	Iteration 60F: 3 clusters Score -1.084354e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168402 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -10844065.000000 Penalty: 1103.957642
	Iteration 61Q: 3 clusters Score -1.084406e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -10844547.000000 Penalty: 1103.957642
	Iteration 62Q: 3 clusters Score -1.084455e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170526 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -10844999.000000 Penalty: 1103.957642
	Iteration 63Q: 3 clusters Score -1.0845e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171484 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -10845411.000000 Penalty: 1103.957642
	Iteration 64Q: 3 clusters Score -1.084541e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -10845783.000000 Penalty: 1103.957642
	Iteration 65Q: 3 clusters Score -1.084578e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173252 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -10846078.000000 Penalty: 1103.957642
	Iteration 66Q: 3 clusters Score -1.084608e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174068 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -10846412.000000 Penalty: 1103.957642
	Iteration 67Q: 3 clusters Score -1.084641e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174804 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -10846685.000000 Penalty: 1103.957642
	Iteration 68Q: 3 clusters Score -1.084668e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -10846941.000000 Penalty: 1103.957642
	Iteration 69Q: 3 clusters Score -1.084694e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176163 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -10847194.000000 Penalty: 1103.957642
	Iteration 70Q: 3 clusters Score -1.084719e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176792 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -10847425.000000 Penalty: 1103.957642
	Iteration 71Q: 3 clusters Score -1.084742e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177391 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -10847614.000000 Penalty: 1103.957642
	Iteration 72Q: 3 clusters Score -1.084761e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177953 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -10847815.000000 Penalty: 1103.957642
	Iteration 73Q: 3 clusters Score -1.084782e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -10848066.000000 Penalty: 1103.957642
	Iteration 74Q: 3 clusters Score -1.084807e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -10848310.000000 Penalty: 1103.957642
	Iteration 75Q: 3 clusters Score -1.084831e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179472 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -10848513.000000 Penalty: 1103.957642
	Iteration 76Q: 3 clusters Score -1.084851e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -10848707.000000 Penalty: 1103.957642
	Iteration 77Q: 3 clusters Score -1.084871e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -10848930.000000 Penalty: 1103.957642
	Iteration 78Q: 3 clusters Score -1.084893e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180777 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -10849029.000000 Penalty: 1103.957642
	Iteration 79Q: 3 clusters Score -1.084903e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181130 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -10849171.000000 Penalty: 1103.957642
	Iteration 80F: 3 clusters Score -1.084917e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181453 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -10849332.000000 Penalty: 1103.957642
	Iteration 81Q: 3 clusters Score -1.084933e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181754 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -10849534.000000 Penalty: 1103.957642
	Iteration 82Q: 3 clusters Score -1.084953e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182020 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -10849642.000000 Penalty: 1103.957642
	Iteration 83Q: 3 clusters Score -1.084964e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182275 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -10849813.000000 Penalty: 1103.957642
	Iteration 84Q: 3 clusters Score -1.084981e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182503 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -10849899.000000 Penalty: 1103.957642
	Iteration 85Q: 3 clusters Score -1.08499e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182714 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -10849931.000000 Penalty: 1103.957642
	Iteration 86Q: 3 clusters Score -1.084993e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182928 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10850006.000000 Penalty: 1103.957642
	Iteration 87Q: 3 clusters Score -1.085001e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10850103.000000 Penalty: 1103.957642
	Iteration 88Q: 3 clusters Score -1.08501e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183299 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -10850187.000000 Penalty: 1103.957642
	Iteration 89Q: 3 clusters Score -1.085019e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10850247.000000 Penalty: 1103.957642
	Iteration 90Q: 3 clusters Score -1.085025e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183603 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -10850309.000000 Penalty: 1103.957642
	Iteration 91Q: 3 clusters Score -1.085031e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183743 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10850351.000000 Penalty: 1103.957642
	Iteration 92Q: 3 clusters Score -1.085035e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183883 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10850420.000000 Penalty: 1103.957642
	Iteration 93Q: 3 clusters Score -1.085042e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183989 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10850450.000000 Penalty: 1103.957642
	Iteration 94Q: 3 clusters Score -1.085045e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184067 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10850503.000000 Penalty: 1103.957642
	Iteration 95Q: 3 clusters Score -1.08505e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -10850583.000000 Penalty: 1103.957642
	Iteration 96Q: 3 clusters Score -1.085058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10850612.000000 Penalty: 1103.957642
	Iteration 97Q: 3 clusters Score -1.085061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10850617.000000 Penalty: 1103.957642
	Iteration 98Q: 3 clusters Score -1.085062e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184307 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10850655.000000 Penalty: 1103.957642
	Iteration 99Q: 3 clusters Score -1.085066e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184361 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10850674.000000 Penalty: 1103.957642
	Iteration 100F: 3 clusters Score -1.085067e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184410 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10850693.000000 Penalty: 1103.957642
	Iteration 101Q: 3 clusters Score -1.085069e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184475 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10850746.000000 Penalty: 1103.957642
	Iteration 102Q: 3 clusters Score -1.085075e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184523 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10850770.000000 Penalty: 1103.957642
	Iteration 103Q: 3 clusters Score -1.085077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184550 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10850791.000000 Penalty: 1103.957642
	Iteration 104Q: 3 clusters Score -1.085079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184578 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10850790.000000 Penalty: 1103.957642
	Iteration 105Q: 3 clusters Score -1.085079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10850812.000000 Penalty: 1103.957642
	Iteration 106Q: 3 clusters Score -1.085081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10850826.000000 Penalty: 1103.957642
	Iteration 107Q: 3 clusters Score -1.085083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184639 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10850836.000000 Penalty: 1103.957642
	Iteration 108Q: 3 clusters Score -1.085084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184663 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10850845.000000 Penalty: 1103.957642
	Iteration 109Q: 3 clusters Score -1.085084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184679 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10850838.000000 Penalty: 1103.957642
	Iteration 110Q: 3 clusters Score -1.085084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10850873.000000 Penalty: 1103.957642
	Iteration 111Q: 3 clusters Score -1.085087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184721 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10850894.000000 Penalty: 1103.957642
	Iteration 112Q: 3 clusters Score -1.085089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184739 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10850893.000000 Penalty: 1103.957642
	Iteration 113Q: 3 clusters Score -1.085089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10850905.000000 Penalty: 1103.957642
	Iteration 114Q: 3 clusters Score -1.08509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184771 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10850896.000000 Penalty: 1103.957642
	Iteration 115Q: 3 clusters Score -1.08509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184797 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10850907.000000 Penalty: 1103.957642
	Iteration 116Q: 3 clusters Score -1.085091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184818 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10850923.000000 Penalty: 1103.957642
	Iteration 117Q: 3 clusters Score -1.085092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184847 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10850944.000000 Penalty: 1103.957642
	Iteration 118Q: 3 clusters Score -1.085094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184868 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10850935.000000 Penalty: 1103.957642
	Iteration 119Q: 3 clusters Score -1.085094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184882 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10850939.000000 Penalty: 1103.957642
	Iteration 120F: 3 clusters Score -1.085094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184893 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10850942.000000 Penalty: 1103.957642
	Iteration 121Q: 3 clusters Score -1.085094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184905 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10850941.000000 Penalty: 1103.957642
	Iteration 122Q: 3 clusters Score -1.085094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184909 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10850936.000000 Penalty: 1103.957642
	Iteration 123Q: 3 clusters Score -1.085094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184910 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10850945.000000 Penalty: 1103.957642
	Iteration 124Q: 3 clusters Score -1.085094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184914 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10850939.000000 Penalty: 1103.957642
	Iteration 125Q: 3 clusters Score -1.085094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10850947.000000 Penalty: 1103.957642
	Iteration 126Q: 3 clusters Score -1.085095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10850937.000000 Penalty: 1103.957642
	Iteration 127Q: 3 clusters Score -1.085094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10850940.000000 Penalty: 1103.957642
	Iteration 128Q: 3 clusters Score -1.085094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184933 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10850937.000000 Penalty: 1103.957642
	Iteration 129Q: 3 clusters Score -1.085094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184934 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10850931.000000 Penalty: 1103.957642
	Iteration 130Q: 3 clusters Score -1.085093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184935 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10850931.000000 Penalty: 1103.957642
	Iteration 131Q: 3 clusters Score -1.085093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184938 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10850940.000000 Penalty: 1103.957642
	Iteration 132Q: 3 clusters Score -1.085094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184939 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10850945.000000 Penalty: 1103.957642
	Iteration 133Q: 3 clusters Score -1.085094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10850935.000000 Penalty: 1103.957642
	Iteration 134Q: 3 clusters Score -1.085094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10850935.000000 Penalty: 1103.957642
	Iteration 135Q: 3 clusters Score -1.085094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184951 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10850944.000000 Penalty: 1103.957642
	Iteration 136Q: 3 clusters Score -1.085094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184960 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10850929.000000 Penalty: 1103.957642
	Iteration 137Q: 3 clusters Score -1.085093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184963 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10850943.000000 Penalty: 1103.957642
	Iteration 138Q: 3 clusters Score -1.085094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10850945.000000 Penalty: 1103.957642
	Iteration 139Q: 3 clusters Score -1.085094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184970 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10850940.000000 Penalty: 1103.957642
	Iteration 140F: 3 clusters Score -1.085094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184971 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10850943.000000 Penalty: 1103.957642
	Iteration 141Q: 3 clusters Score -1.085094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184971 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10850941.000000 Penalty: 1103.957642
	Iteration 142Q: 3 clusters Score -1.085094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184973 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10850947.000000 Penalty: 1103.957642
	Iteration 143Q: 3 clusters Score -1.085095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184974 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10850940.000000 Penalty: 1103.957642
	Iteration 144Q: 3 clusters Score -1.085094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10850959.000000 Penalty: 1103.957642
	Iteration 145Q: 3 clusters Score -1.085096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184976 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10850959.000000 Penalty: 1103.957642
	Iteration 146F: 3 clusters Score -1.085096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -95902.242188 Penalty: 339.031494
	Iteration 0F: 2 clusters Score -95902.24 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 843 members 
Entering Unmasked Estep 
Score: -94614.460938 Penalty: 678.062988
	Iteration 0F: 3 clusters Score -94614.46 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -95066.851562 Penalty: 678.062988
	Iteration 1F: 3 clusters Score -95066.85 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -95197.445312 Penalty: 678.062988
	Iteration 2F: 3 clusters Score -95197.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -95271.765625 Penalty: 678.062988
	Iteration 3F: 3 clusters Score -95271.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95324.429688 Penalty: 678.062988
	Iteration 4Q: 3 clusters Score -95324.43 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95389.601562 Penalty: 678.062988
	Iteration 5Q: 3 clusters Score -95389.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95467.937500 Penalty: 678.062988
	Iteration 6Q: 3 clusters Score -95467.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95537.375000 Penalty: 678.062988
	Iteration 7Q: 3 clusters Score -95537.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95592.976562 Penalty: 678.062988
	Iteration 8Q: 3 clusters Score -95592.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95633.351562 Penalty: 678.062988
	Iteration 9Q: 3 clusters Score -95633.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95655.617188 Penalty: 678.062988
	Iteration 10Q: 3 clusters Score -95655.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95664.796875 Penalty: 678.062988
	Iteration 11Q: 3 clusters Score -95664.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95673.015625 Penalty: 678.062988
	Iteration 12Q: 3 clusters Score -95673.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95682.101562 Penalty: 678.062988
	Iteration 13Q: 3 clusters Score -95682.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95688.289062 Penalty: 678.062988
	Iteration 14Q: 3 clusters Score -95688.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95697.421875 Penalty: 678.062988
	Iteration 15Q: 3 clusters Score -95697.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95703.789062 Penalty: 678.062988
	Iteration 16Q: 3 clusters Score -95703.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95710.140625 Penalty: 678.062988
	Iteration 17Q: 3 clusters Score -95710.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95713.531250 Penalty: 678.062988
	Iteration 18Q: 3 clusters Score -95713.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95714.578125 Penalty: 678.062988
	Iteration 19Q: 3 clusters Score -95714.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95715.359375 Penalty: 678.062988
	Iteration 20F: 3 clusters Score -95715.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95716.109375 Penalty: 678.062988
	Iteration 21Q: 3 clusters Score -95716.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95716.476562 Penalty: 678.062988
	Iteration 22Q: 3 clusters Score -95716.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95717.179688 Penalty: 678.062988
	Iteration 23Q: 3 clusters Score -95717.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95719.796875 Penalty: 678.062988
	Iteration 24Q: 3 clusters Score -95719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95721.164062 Penalty: 678.062988
	Iteration 25Q: 3 clusters Score -95721.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95721.632812 Penalty: 678.062988
	Iteration 26Q: 3 clusters Score -95721.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95721.671875 Penalty: 678.062988
	Iteration 27Q: 3 clusters Score -95721.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95721.671875 Penalty: 678.062988
	Iteration 28F: 3 clusters Score -95721.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -131696.437500 Penalty: 348.449341
	Iteration 0F: 2 clusters Score -131696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -130185.007812 Penalty: 696.898682
	Iteration 0F: 3 clusters Score -130185 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -130712.156250 Penalty: 696.898682
	Iteration 1F: 3 clusters Score -130712.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -130789.914062 Penalty: 696.898682
	Iteration 2F: 3 clusters Score -130789.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -130853.492188 Penalty: 696.898682
	Iteration 3F: 3 clusters Score -130853.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -130906.601562 Penalty: 696.898682
	Iteration 4Q: 3 clusters Score -130906.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -130953.406250 Penalty: 696.898682
	Iteration 5Q: 3 clusters Score -130953.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -130995.468750 Penalty: 696.898682
	Iteration 6Q: 3 clusters Score -130995.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -131041.031250 Penalty: 696.898682
	Iteration 7Q: 3 clusters Score -131041 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -131081.281250 Penalty: 696.898682
	Iteration 8Q: 3 clusters Score -131081.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -131109.390625 Penalty: 696.898682
	Iteration 9Q: 3 clusters Score -131109.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -131122.828125 Penalty: 696.898682
	Iteration 10Q: 3 clusters Score -131122.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -131135.593750 Penalty: 696.898682
	Iteration 11Q: 3 clusters Score -131135.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -131148.671875 Penalty: 696.898682
	Iteration 12Q: 3 clusters Score -131148.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -131167.046875 Penalty: 696.898682
	Iteration 13Q: 3 clusters Score -131167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -131185.234375 Penalty: 696.898682
	Iteration 14Q: 3 clusters Score -131185.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -131203.390625 Penalty: 696.898682
	Iteration 15Q: 3 clusters Score -131203.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -131220.984375 Penalty: 696.898682
	Iteration 16Q: 3 clusters Score -131221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -131233.281250 Penalty: 696.898682
	Iteration 17Q: 3 clusters Score -131233.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -131250.421875 Penalty: 696.898682
	Iteration 18Q: 3 clusters Score -131250.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -131271.062500 Penalty: 696.898682
	Iteration 19Q: 3 clusters Score -131271.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -131296.578125 Penalty: 696.898682
	Iteration 20F: 3 clusters Score -131296.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -131315.468750 Penalty: 696.898682
	Iteration 21Q: 3 clusters Score -131315.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -131327.156250 Penalty: 696.898682
	Iteration 22Q: 3 clusters Score -131327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -131335.281250 Penalty: 696.898682
	Iteration 23Q: 3 clusters Score -131335.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -131339.984375 Penalty: 696.898682
	Iteration 24Q: 3 clusters Score -131340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -131345.531250 Penalty: 696.898682
	Iteration 25Q: 3 clusters Score -131345.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -131350.921875 Penalty: 696.898682
	Iteration 26Q: 3 clusters Score -131350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -131354.921875 Penalty: 696.898682
	Iteration 27Q: 3 clusters Score -131354.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -131359.734375 Penalty: 696.898682
	Iteration 28Q: 3 clusters Score -131359.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -131363.593750 Penalty: 696.898682
	Iteration 29Q: 3 clusters Score -131363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -131366.531250 Penalty: 696.898682
	Iteration 30Q: 3 clusters Score -131366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -131367.828125 Penalty: 696.898682
	Iteration 31Q: 3 clusters Score -131367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -131368.953125 Penalty: 696.898682
	Iteration 32Q: 3 clusters Score -131369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -131371.609375 Penalty: 696.898682
	Iteration 33Q: 3 clusters Score -131371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -131375.156250 Penalty: 696.898682
	Iteration 34Q: 3 clusters Score -131375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -131379.093750 Penalty: 696.898682
	Iteration 35Q: 3 clusters Score -131379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -131382.625000 Penalty: 696.898682
	Iteration 36Q: 3 clusters Score -131382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -131383.609375 Penalty: 696.898682
	Iteration 37Q: 3 clusters Score -131383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -131384.140625 Penalty: 696.898682
	Iteration 38Q: 3 clusters Score -131384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -131388.765625 Penalty: 696.898682
	Iteration 39Q: 3 clusters Score -131388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -131392.812500 Penalty: 696.898682
	Iteration 40F: 3 clusters Score -131392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -131393.234375 Penalty: 696.898682
	Iteration 41Q: 3 clusters Score -131393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -131393.234375 Penalty: 696.898682
	Iteration 42F: 3 clusters Score -131393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -55641.074219 Penalty: 312.398041
	Iteration 0F: 2 clusters Score -55641.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -54866.519531 Penalty: 624.796082
	Iteration 0F: 3 clusters Score -54866.52 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55105.597656 Penalty: 624.796082
	Iteration 1F: 3 clusters Score -55105.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -55143.089844 Penalty: 624.796082
	Iteration 2F: 3 clusters Score -55143.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55161.062500 Penalty: 624.796082
	Iteration 3Q: 3 clusters Score -55161.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -55172.847656 Penalty: 624.796082
	Iteration 4Q: 3 clusters Score -55172.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -55180.839844 Penalty: 624.796082
	Iteration 5Q: 3 clusters Score -55180.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -55188.945312 Penalty: 624.796082
	Iteration 6Q: 3 clusters Score -55188.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -55202.667969 Penalty: 624.796082
	Iteration 7Q: 3 clusters Score -55202.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -55218.003906 Penalty: 624.796082
	Iteration 8Q: 3 clusters Score -55218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -55230.582031 Penalty: 624.796082
	Iteration 9Q: 3 clusters Score -55230.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -55250.718750 Penalty: 624.796082
	Iteration 10Q: 3 clusters Score -55250.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -55273.199219 Penalty: 624.796082
	Iteration 11Q: 3 clusters Score -55273.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -55320.531250 Penalty: 624.796082
	Iteration 12Q: 3 clusters Score -55320.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -55406.910156 Penalty: 624.796082
	Iteration 13F: 3 clusters Score -55406.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55508.367188 Penalty: 624.796082
	Iteration 14F: 3 clusters Score -55508.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55617.613281 Penalty: 624.796082
	Iteration 15F: 3 clusters Score -55617.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -55678.917969 Penalty: 624.796082
	Iteration 16Q: 3 clusters Score -55678.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -55711.890625 Penalty: 624.796082
	Iteration 17Q: 3 clusters Score -55711.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -55721.132812 Penalty: 624.796082
	Iteration 18Q: 3 clusters Score -55721.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -55727.582031 Penalty: 624.796082
	Iteration 19Q: 3 clusters Score -55727.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -55733.449219 Penalty: 624.796082
	Iteration 20F: 3 clusters Score -55733.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -55737.566406 Penalty: 624.796082
	Iteration 21Q: 3 clusters Score -55737.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55739.703125 Penalty: 624.796082
	Iteration 22Q: 3 clusters Score -55739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -55740.593750 Penalty: 624.796082
	Iteration 23Q: 3 clusters Score -55740.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -55743.578125 Penalty: 624.796082
	Iteration 24Q: 3 clusters Score -55743.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -55745.058594 Penalty: 624.796082
	Iteration 25Q: 3 clusters Score -55745.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -55745.332031 Penalty: 624.796082
	Iteration 26Q: 3 clusters Score -55745.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -55745.332031 Penalty: 624.796082
	Iteration 27F: 3 clusters Score -55745.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9369 members 
Mstep: Class 6 contains 185610 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 26211 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 40115 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6628 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 102819 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 558 members 
Entering Unmasked Estep 
Score: -23070860.000000 Penalty: 16460.697266
Splitting cluster 9 changes total score from -23070978.000000 to -23070860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -234835.562500 Penalty: 379.130981
	Iteration 0F: 2 clusters Score -234835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -232039.546875 Penalty: 758.261963
	Iteration 0F: 3 clusters Score -232039.5 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -233156.750000 Penalty: 758.261963
	Iteration 1F: 3 clusters Score -233156.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -233301.437500 Penalty: 758.261963
	Iteration 2F: 3 clusters Score -233301.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -233427.328125 Penalty: 758.261963
	Iteration 3F: 3 clusters Score -233427.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -233552.078125 Penalty: 758.261963
	Iteration 4F: 3 clusters Score -233552.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -233667.171875 Penalty: 758.261963
	Iteration 5F: 3 clusters Score -233667.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -233782.328125 Penalty: 758.261963
	Iteration 6Q: 3 clusters Score -233782.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -233890.906250 Penalty: 758.261963
	Iteration 7Q: 3 clusters Score -233890.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -233966.593750 Penalty: 758.261963
	Iteration 8Q: 3 clusters Score -233966.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -234035.687500 Penalty: 758.261963
	Iteration 9Q: 3 clusters Score -234035.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -234101.328125 Penalty: 758.261963
	Iteration 10Q: 3 clusters Score -234101.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -234158.312500 Penalty: 758.261963
	Iteration 11Q: 3 clusters Score -234158.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -234179.906250 Penalty: 758.261963
	Iteration 12Q: 3 clusters Score -234179.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -234188.468750 Penalty: 758.261963
	Iteration 13Q: 3 clusters Score -234188.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -234195.656250 Penalty: 758.261963
	Iteration 14Q: 3 clusters Score -234195.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -234206.031250 Penalty: 758.261963
	Iteration 15Q: 3 clusters Score -234206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -234217.015625 Penalty: 758.261963
	Iteration 16Q: 3 clusters Score -234217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -234226.250000 Penalty: 758.261963
	Iteration 17Q: 3 clusters Score -234226.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234235.281250 Penalty: 758.261963
	Iteration 18Q: 3 clusters Score -234235.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -234242.796875 Penalty: 758.261963
	Iteration 19Q: 3 clusters Score -234242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -234247.453125 Penalty: 758.261963
	Iteration 20F: 3 clusters Score -234247.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -234249.500000 Penalty: 758.261963
	Iteration 21Q: 3 clusters Score -234249.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -234254.687500 Penalty: 758.261963
	Iteration 22Q: 3 clusters Score -234254.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -234261.390625 Penalty: 758.261963
	Iteration 23Q: 3 clusters Score -234261.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -234264.140625 Penalty: 758.261963
	Iteration 24Q: 3 clusters Score -234264.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -234267.656250 Penalty: 758.261963
	Iteration 25Q: 3 clusters Score -234267.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -234271.062500 Penalty: 758.261963
	Iteration 26Q: 3 clusters Score -234271.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -234273.062500 Penalty: 758.261963
	Iteration 27Q: 3 clusters Score -234273.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -234273.671875 Penalty: 758.261963
	Iteration 28Q: 3 clusters Score -234273.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -234275.000000 Penalty: 758.261963
	Iteration 29Q: 3 clusters Score -234275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -234277.125000 Penalty: 758.261963
	Iteration 30Q: 3 clusters Score -234277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -234280.078125 Penalty: 758.261963
	Iteration 31Q: 3 clusters Score -234280.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -234284.828125 Penalty: 758.261963
	Iteration 32Q: 3 clusters Score -234284.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -234292.093750 Penalty: 758.261963
	Iteration 33Q: 3 clusters Score -234292.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -234297.546875 Penalty: 758.261963
	Iteration 34Q: 3 clusters Score -234297.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -234301.640625 Penalty: 758.261963
	Iteration 35Q: 3 clusters Score -234301.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -234305.453125 Penalty: 758.261963
	Iteration 36Q: 3 clusters Score -234305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -234307.812500 Penalty: 758.261963
	Iteration 37Q: 3 clusters Score -234307.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -234310.156250 Penalty: 758.261963
	Iteration 38Q: 3 clusters Score -234310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -234312.375000 Penalty: 758.261963
	Iteration 39Q: 3 clusters Score -234312.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -234314.046875 Penalty: 758.261963
	Iteration 40F: 3 clusters Score -234314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -234316.265625 Penalty: 758.261963
	Iteration 41Q: 3 clusters Score -234316.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234317.468750 Penalty: 758.261963
	Iteration 42Q: 3 clusters Score -234317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -234318.484375 Penalty: 758.261963
	Iteration 43Q: 3 clusters Score -234318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -234319.500000 Penalty: 758.261963
	Iteration 44Q: 3 clusters Score -234319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234321.109375 Penalty: 758.261963
	Iteration 45Q: 3 clusters Score -234321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234321.781250 Penalty: 758.261963
	Iteration 46Q: 3 clusters Score -234321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234323.031250 Penalty: 758.261963
	Iteration 47Q: 3 clusters Score -234323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -234323.109375 Penalty: 758.261963
	Iteration 48Q: 3 clusters Score -234323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -234323.546875 Penalty: 758.261963
	Iteration 49Q: 3 clusters Score -234323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -234324.140625 Penalty: 758.261963
	Iteration 50Q: 3 clusters Score -234324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234324.312500 Penalty: 758.261963
	Iteration 51Q: 3 clusters Score -234324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -234325.312500 Penalty: 758.261963
	Iteration 52Q: 3 clusters Score -234325.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234326.828125 Penalty: 758.261963
	Iteration 53Q: 3 clusters Score -234326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -234327.703125 Penalty: 758.261963
	Iteration 54Q: 3 clusters Score -234327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -234327.421875 Penalty: 758.261963
	Iteration 55Q: 3 clusters Score -234327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -234327.843750 Penalty: 758.261963
	Iteration 56Q: 3 clusters Score -234327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -234329.187500 Penalty: 758.261963
	Iteration 57Q: 3 clusters Score -234329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234329.625000 Penalty: 758.261963
	Iteration 58Q: 3 clusters Score -234329.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234330.234375 Penalty: 758.261963
	Iteration 59Q: 3 clusters Score -234330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -234331.375000 Penalty: 758.261963
	Iteration 60F: 3 clusters Score -234331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -234334.343750 Penalty: 758.261963
	Iteration 61Q: 3 clusters Score -234334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -234336.890625 Penalty: 758.261963
	Iteration 62Q: 3 clusters Score -234336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -234339.421875 Penalty: 758.261963
	Iteration 63Q: 3 clusters Score -234339.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -234345.359375 Penalty: 758.261963
	Iteration 64Q: 3 clusters Score -234345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234352.515625 Penalty: 758.261963
	Iteration 65Q: 3 clusters Score -234352.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -234357.921875 Penalty: 758.261963
	Iteration 66Q: 3 clusters Score -234357.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -234363.875000 Penalty: 758.261963
	Iteration 67Q: 3 clusters Score -234363.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -234368.625000 Penalty: 758.261963
	Iteration 68Q: 3 clusters Score -234368.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -234374.171875 Penalty: 758.261963
	Iteration 69Q: 3 clusters Score -234374.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -234382.046875 Penalty: 758.261963
	Iteration 70Q: 3 clusters Score -234382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -234387.968750 Penalty: 758.261963
	Iteration 71Q: 3 clusters Score -234388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -234392.515625 Penalty: 758.261963
	Iteration 72Q: 3 clusters Score -234392.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -234398.734375 Penalty: 758.261963
	Iteration 73Q: 3 clusters Score -234398.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -234406.250000 Penalty: 758.261963
	Iteration 74Q: 3 clusters Score -234406.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -234414.437500 Penalty: 758.261963
	Iteration 75Q: 3 clusters Score -234414.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -234423.046875 Penalty: 758.261963
	Iteration 76Q: 3 clusters Score -234423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -234433.015625 Penalty: 758.261963
	Iteration 77Q: 3 clusters Score -234433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -234447.703125 Penalty: 758.261963
	Iteration 78Q: 3 clusters Score -234447.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -234462.359375 Penalty: 758.261963
	Iteration 79Q: 3 clusters Score -234462.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -234479.359375 Penalty: 758.261963
	Iteration 80F: 3 clusters Score -234479.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -234491.312500 Penalty: 758.261963
	Iteration 81Q: 3 clusters Score -234491.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -234504.796875 Penalty: 758.261963
	Iteration 82Q: 3 clusters Score -234504.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -234515.609375 Penalty: 758.261963
	Iteration 83Q: 3 clusters Score -234515.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -234528.312500 Penalty: 758.261963
	Iteration 84Q: 3 clusters Score -234528.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -234540.171875 Penalty: 758.261963
	Iteration 85Q: 3 clusters Score -234540.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -234547.156250 Penalty: 758.261963
	Iteration 86Q: 3 clusters Score -234547.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -234552.890625 Penalty: 758.261963
	Iteration 87Q: 3 clusters Score -234552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -234555.796875 Penalty: 758.261963
	Iteration 88Q: 3 clusters Score -234555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -234558.921875 Penalty: 758.261963
	Iteration 89Q: 3 clusters Score -234558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -234560.328125 Penalty: 758.261963
	Iteration 90Q: 3 clusters Score -234560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -234562.390625 Penalty: 758.261963
	Iteration 91Q: 3 clusters Score -234562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -234565.703125 Penalty: 758.261963
	Iteration 92Q: 3 clusters Score -234565.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -234570.265625 Penalty: 758.261963
	Iteration 93Q: 3 clusters Score -234570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -234572.890625 Penalty: 758.261963
	Iteration 94Q: 3 clusters Score -234572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -234575.437500 Penalty: 758.261963
	Iteration 95Q: 3 clusters Score -234575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -234578.828125 Penalty: 758.261963
	Iteration 96Q: 3 clusters Score -234578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -234579.640625 Penalty: 758.261963
	Iteration 97Q: 3 clusters Score -234579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -234581.765625 Penalty: 758.261963
	Iteration 98Q: 3 clusters Score -234581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -234582.078125 Penalty: 758.261963
	Iteration 99Q: 3 clusters Score -234582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -234583.343750 Penalty: 758.261963
	Iteration 100F: 3 clusters Score -234583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -234583.171875 Penalty: 758.261963
	Iteration 101Q: 3 clusters Score -234583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -234584.343750 Penalty: 758.261963
	Iteration 102Q: 3 clusters Score -234584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -234584.375000 Penalty: 758.261963
	Iteration 103Q: 3 clusters Score -234584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -234584.375000 Penalty: 758.261963
	Iteration 104F: 3 clusters Score -234584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -190588.703125 Penalty: 368.612549
	Iteration 0F: 2 clusters Score -190588.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -188332.531250 Penalty: 737.225098
	Iteration 0F: 3 clusters Score -188332.5 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -189121.125000 Penalty: 737.225098
	Iteration 1F: 3 clusters Score -189121.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -189210.109375 Penalty: 737.225098
	Iteration 2F: 3 clusters Score -189210.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -189293.359375 Penalty: 737.225098
	Iteration 3F: 3 clusters Score -189293.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -189403.390625 Penalty: 737.225098
	Iteration 4F: 3 clusters Score -189403.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -189524.078125 Penalty: 737.225098
	Iteration 5F: 3 clusters Score -189524.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -189671.890625 Penalty: 737.225098
	Iteration 6F: 3 clusters Score -189671.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -189794.015625 Penalty: 737.225098
	Iteration 7Q: 3 clusters Score -189794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -189905.093750 Penalty: 737.225098
	Iteration 8Q: 3 clusters Score -189905.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -190002.015625 Penalty: 737.225098
	Iteration 9Q: 3 clusters Score -190002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -190056.390625 Penalty: 737.225098
	Iteration 10Q: 3 clusters Score -190056.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -190095.296875 Penalty: 737.225098
	Iteration 11Q: 3 clusters Score -190095.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -190134.593750 Penalty: 737.225098
	Iteration 12Q: 3 clusters Score -190134.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -190167.171875 Penalty: 737.225098
	Iteration 13Q: 3 clusters Score -190167.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -190191.078125 Penalty: 737.225098
	Iteration 14Q: 3 clusters Score -190191.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -190212.375000 Penalty: 737.225098
	Iteration 15Q: 3 clusters Score -190212.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -190230.718750 Penalty: 737.225098
	Iteration 16Q: 3 clusters Score -190230.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -190242.390625 Penalty: 737.225098
	Iteration 17Q: 3 clusters Score -190242.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -190249.859375 Penalty: 737.225098
	Iteration 18Q: 3 clusters Score -190249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -190253.031250 Penalty: 737.225098
	Iteration 19Q: 3 clusters Score -190253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -190254.640625 Penalty: 737.225098
	Iteration 20F: 3 clusters Score -190254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -190259.718750 Penalty: 737.225098
	Iteration 21Q: 3 clusters Score -190259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -190265.562500 Penalty: 737.225098
	Iteration 22Q: 3 clusters Score -190265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -190270.171875 Penalty: 737.225098
	Iteration 23Q: 3 clusters Score -190270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -190274.031250 Penalty: 737.225098
	Iteration 24Q: 3 clusters Score -190274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -190276.218750 Penalty: 737.225098
	Iteration 25Q: 3 clusters Score -190276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -190277.906250 Penalty: 737.225098
	Iteration 26Q: 3 clusters Score -190277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -190281.656250 Penalty: 737.225098
	Iteration 27Q: 3 clusters Score -190281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -190283.468750 Penalty: 737.225098
	Iteration 28Q: 3 clusters Score -190283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -190285.343750 Penalty: 737.225098
	Iteration 29Q: 3 clusters Score -190285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -190287.187500 Penalty: 737.225098
	Iteration 30Q: 3 clusters Score -190287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -190290.265625 Penalty: 737.225098
	Iteration 31Q: 3 clusters Score -190290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -190291.812500 Penalty: 737.225098
	Iteration 32Q: 3 clusters Score -190291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -190294.125000 Penalty: 737.225098
	Iteration 33Q: 3 clusters Score -190294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -190294.968750 Penalty: 737.225098
	Iteration 34Q: 3 clusters Score -190295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -190296.500000 Penalty: 737.225098
	Iteration 35Q: 3 clusters Score -190296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -190298.656250 Penalty: 737.225098
	Iteration 36Q: 3 clusters Score -190298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -190301.437500 Penalty: 737.225098
	Iteration 37Q: 3 clusters Score -190301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -190303.281250 Penalty: 737.225098
	Iteration 38Q: 3 clusters Score -190303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -190303.281250 Penalty: 737.225098
	Iteration 39F: 3 clusters Score -190303.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Entering Unmasked Estep 
Score: -1643663.375000 Penalty: 462.914001
	Iteration 0F: 2 clusters Score -1643663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1626216.375000 Penalty: 925.828003
	Iteration 0F: 3 clusters Score -1626216 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1634040.875000 Penalty: 925.828003
	Iteration 1F: 3 clusters Score -1634041 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1634840.375000 Penalty: 925.828003
	Iteration 2F: 3 clusters Score -1634840 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1636094.375000 Penalty: 925.828003
	Iteration 3F: 3 clusters Score -1636094 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1637824.000000 Penalty: 925.828003
	Iteration 4F: 3 clusters Score -1637824 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1639525.000000 Penalty: 925.828003
	Iteration 5F: 3 clusters Score -1639525 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1640328.875000 Penalty: 925.828003
	Iteration 6Q: 3 clusters Score -1640329 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1640583.000000 Penalty: 925.828003
	Iteration 7Q: 3 clusters Score -1640583 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1640757.125000 Penalty: 925.828003
	Iteration 8Q: 3 clusters Score -1640757 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1640903.250000 Penalty: 925.828003
	Iteration 9Q: 3 clusters Score -1640903 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1641044.125000 Penalty: 925.828003
	Iteration 10Q: 3 clusters Score -1641044 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1641178.375000 Penalty: 925.828003
	Iteration 11Q: 3 clusters Score -1641178 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1641312.000000 Penalty: 925.828003
	Iteration 12Q: 3 clusters Score -1641312 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1641424.625000 Penalty: 925.828003
	Iteration 13Q: 3 clusters Score -1641425 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1641536.625000 Penalty: 925.828003
	Iteration 14Q: 3 clusters Score -1641537 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1641663.875000 Penalty: 925.828003
	Iteration 15Q: 3 clusters Score -1641664 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1641780.750000 Penalty: 925.828003
	Iteration 16Q: 3 clusters Score -1641781 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1641899.875000 Penalty: 925.828003
	Iteration 17Q: 3 clusters Score -1641900 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1642002.500000 Penalty: 925.828003
	Iteration 18Q: 3 clusters Score -1642002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1642094.875000 Penalty: 925.828003
	Iteration 19Q: 3 clusters Score -1642095 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1642191.250000 Penalty: 925.828003
	Iteration 20F: 3 clusters Score -1642191 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1642285.250000 Penalty: 925.828003
	Iteration 21Q: 3 clusters Score -1642285 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1642361.625000 Penalty: 925.828003
	Iteration 22Q: 3 clusters Score -1642362 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1642442.500000 Penalty: 925.828003
	Iteration 23Q: 3 clusters Score -1642442 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1642512.000000 Penalty: 925.828003
	Iteration 24Q: 3 clusters Score -1642512 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1642586.000000 Penalty: 925.828003
	Iteration 25Q: 3 clusters Score -1642586 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1642647.375000 Penalty: 925.828003
	Iteration 26Q: 3 clusters Score -1642647 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1642721.875000 Penalty: 925.828003
	Iteration 27Q: 3 clusters Score -1642722 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1642792.500000 Penalty: 925.828003
	Iteration 28Q: 3 clusters Score -1642792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1642862.375000 Penalty: 925.828003
	Iteration 29Q: 3 clusters Score -1642862 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1642931.250000 Penalty: 925.828003
	Iteration 30Q: 3 clusters Score -1642931 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1642996.625000 Penalty: 925.828003
	Iteration 31Q: 3 clusters Score -1642997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1643055.125000 Penalty: 925.828003
	Iteration 32Q: 3 clusters Score -1643055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1643097.125000 Penalty: 925.828003
	Iteration 33Q: 3 clusters Score -1643097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1643131.250000 Penalty: 925.828003
	Iteration 34Q: 3 clusters Score -1643131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1643169.000000 Penalty: 925.828003
	Iteration 35Q: 3 clusters Score -1643169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1643198.750000 Penalty: 925.828003
	Iteration 36Q: 3 clusters Score -1643199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1643220.625000 Penalty: 925.828003
	Iteration 37Q: 3 clusters Score -1643221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1643234.625000 Penalty: 925.828003
	Iteration 38Q: 3 clusters Score -1643235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1643238.375000 Penalty: 925.828003
	Iteration 39Q: 3 clusters Score -1643238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1643240.375000 Penalty: 925.828003
	Iteration 40F: 3 clusters Score -1643240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1643243.375000 Penalty: 925.828003
	Iteration 41Q: 3 clusters Score -1643243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1643246.375000 Penalty: 925.828003
	Iteration 42Q: 3 clusters Score -1643246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1643245.875000 Penalty: 925.828003
	Iteration 43Q: 3 clusters Score -1643246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1643249.375000 Penalty: 925.828003
	Iteration 44Q: 3 clusters Score -1643249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1643249.875000 Penalty: 925.828003
	Iteration 45Q: 3 clusters Score -1643250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1643249.500000 Penalty: 925.828003
	Iteration 46Q: 3 clusters Score -1643250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1643251.750000 Penalty: 925.828003
	Iteration 47Q: 3 clusters Score -1643252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1643251.000000 Penalty: 925.828003
	Iteration 48Q: 3 clusters Score -1643251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1643254.625000 Penalty: 925.828003
	Iteration 49Q: 3 clusters Score -1643255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1643256.000000 Penalty: 925.828003
	Iteration 50Q: 3 clusters Score -1643256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1643263.125000 Penalty: 925.828003
	Iteration 51Q: 3 clusters Score -1643263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1643268.250000 Penalty: 925.828003
	Iteration 52Q: 3 clusters Score -1643268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1643275.375000 Penalty: 925.828003
	Iteration 53Q: 3 clusters Score -1643275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1643279.250000 Penalty: 925.828003
	Iteration 54Q: 3 clusters Score -1643279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1643280.750000 Penalty: 925.828003
	Iteration 55Q: 3 clusters Score -1643281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1643280.750000 Penalty: 925.828003
	Iteration 56F: 3 clusters Score -1643281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -10879.667969 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -10879.67 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 94 members 
Entering Unmasked Estep 
Score: -10575.489258 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -10575.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10634.244141 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -10634.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10656.422852 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -10656.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10666.679688 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -10666.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10682.660156 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -10682.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10688.460938 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -10688.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10692.733398 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -10692.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10695.314453 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -10695.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10695.685547 Penalty: 483.948914
	Iteration 8Q: 3 clusters Score -10695.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10699.104492 Penalty: 483.948914
	Iteration 9Q: 3 clusters Score -10699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10701.305664 Penalty: 483.948914
	Iteration 10Q: 3 clusters Score -10701.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10705.641602 Penalty: 483.948914
	Iteration 11Q: 3 clusters Score -10705.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10705.641602 Penalty: 483.948914
	Iteration 12F: 3 clusters Score -10705.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2195.072754 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2195.073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2227.863770 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2227.864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2229.787354 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2229.787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2235.089355 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2235.089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2240.354004 Penalty: 372.585358
	Iteration 4Q: 3 clusters Score -2240.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2246.123291 Penalty: 372.585358
	Iteration 5Q: 3 clusters Score -2246.123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2252.572510 Penalty: 372.585358
	Iteration 6Q: 3 clusters Score -2252.573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2258.565430 Penalty: 372.585358
	Iteration 7Q: 3 clusters Score -2258.565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2285.409424 Penalty: 372.585358
	Iteration 8Q: 3 clusters Score -2285.409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2317.343018 Penalty: 372.585358
	Iteration 9Q: 3 clusters Score -2317.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2317.343018 Penalty: 372.585358
	Iteration 10F: 3 clusters Score -2317.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Entering Unmasked Estep 
Score: -2236950.000000 Penalty: 482.277496
	Iteration 0F: 2 clusters Score -2236950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2210008.250000 Penalty: 964.554993
	Iteration 0F: 3 clusters Score -2210008 nChanged 19391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2223181.500000 Penalty: 964.554993
	Iteration 1F: 3 clusters Score -2223182 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2225461.250000 Penalty: 964.554993
	Iteration 2F: 3 clusters Score -2225461 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2228883.000000 Penalty: 964.554993
	Iteration 3F: 3 clusters Score -2228883 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2232505.000000 Penalty: 964.554993
	Iteration 4F: 3 clusters Score -2232505 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2235098.750000 Penalty: 964.554993
	Iteration 5F: 3 clusters Score -2235099 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2236158.000000 Penalty: 964.554993
	Iteration 6Q: 3 clusters Score -2236158 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2236422.500000 Penalty: 964.554993
	Iteration 7Q: 3 clusters Score -2236422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2236484.500000 Penalty: 964.554993
	Iteration 8Q: 3 clusters Score -2236484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2236517.500000 Penalty: 964.554993
	Iteration 9Q: 3 clusters Score -2236518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2236541.000000 Penalty: 964.554993
	Iteration 10Q: 3 clusters Score -2236541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2236563.250000 Penalty: 964.554993
	Iteration 11Q: 3 clusters Score -2236563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2236581.000000 Penalty: 964.554993
	Iteration 12Q: 3 clusters Score -2236581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2236585.750000 Penalty: 964.554993
	Iteration 13Q: 3 clusters Score -2236586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2236587.000000 Penalty: 964.554993
	Iteration 14Q: 3 clusters Score -2236587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2236591.250000 Penalty: 964.554993
	Iteration 15Q: 3 clusters Score -2236591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2236589.750000 Penalty: 964.554993
	Iteration 16Q: 3 clusters Score -2236590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2236588.500000 Penalty: 964.554993
	Iteration 17Q: 3 clusters Score -2236588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2236590.000000 Penalty: 964.554993
	Iteration 18Q: 3 clusters Score -2236590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2236592.250000 Penalty: 964.554993
	Iteration 19Q: 3 clusters Score -2236592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2236590.250000 Penalty: 964.554993
	Iteration 20F: 3 clusters Score -2236590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Entering Unmasked Estep 
Score: -496872.218750 Penalty: 411.953400
	Iteration 0F: 2 clusters Score -496872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -491182.750000 Penalty: 823.906799
	Iteration 0F: 3 clusters Score -491182.8 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -494094.062500 Penalty: 823.906799
	Iteration 1F: 3 clusters Score -494094.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -494618.937500 Penalty: 823.906799
	Iteration 2F: 3 clusters Score -494618.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -495050.562500 Penalty: 823.906799
	Iteration 3F: 3 clusters Score -495050.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -495450.906250 Penalty: 823.906799
	Iteration 4F: 3 clusters Score -495450.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -495843.218750 Penalty: 823.906799
	Iteration 5F: 3 clusters Score -495843.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -496128.187500 Penalty: 823.906799
	Iteration 6Q: 3 clusters Score -496128.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -496254.687500 Penalty: 823.906799
	Iteration 7Q: 3 clusters Score -496254.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -496340.781250 Penalty: 823.906799
	Iteration 8Q: 3 clusters Score -496340.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -496384.968750 Penalty: 823.906799
	Iteration 9Q: 3 clusters Score -496385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -496416.437500 Penalty: 823.906799
	Iteration 10Q: 3 clusters Score -496416.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -496440.281250 Penalty: 823.906799
	Iteration 11Q: 3 clusters Score -496440.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -496462.218750 Penalty: 823.906799
	Iteration 12Q: 3 clusters Score -496462.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -496486.937500 Penalty: 823.906799
	Iteration 13Q: 3 clusters Score -496486.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -496506.500000 Penalty: 823.906799
	Iteration 14Q: 3 clusters Score -496506.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -496524.187500 Penalty: 823.906799
	Iteration 15Q: 3 clusters Score -496524.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -496544.250000 Penalty: 823.906799
	Iteration 16Q: 3 clusters Score -496544.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -496561.812500 Penalty: 823.906799
	Iteration 17Q: 3 clusters Score -496561.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -496575.781250 Penalty: 823.906799
	Iteration 18Q: 3 clusters Score -496575.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -496589.937500 Penalty: 823.906799
	Iteration 19Q: 3 clusters Score -496589.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -496602.281250 Penalty: 823.906799
	Iteration 20F: 3 clusters Score -496602.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -496613.031250 Penalty: 823.906799
	Iteration 21Q: 3 clusters Score -496613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -496621.593750 Penalty: 823.906799
	Iteration 22Q: 3 clusters Score -496621.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -496630.781250 Penalty: 823.906799
	Iteration 23Q: 3 clusters Score -496630.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -496637.187500 Penalty: 823.906799
	Iteration 24Q: 3 clusters Score -496637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -496638.843750 Penalty: 823.906799
	Iteration 25Q: 3 clusters Score -496638.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -496641.125000 Penalty: 823.906799
	Iteration 26Q: 3 clusters Score -496641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -496643.656250 Penalty: 823.906799
	Iteration 27Q: 3 clusters Score -496643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -496645.437500 Penalty: 823.906799
	Iteration 28Q: 3 clusters Score -496645.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -496648.406250 Penalty: 823.906799
	Iteration 29Q: 3 clusters Score -496648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -496649.375000 Penalty: 823.906799
	Iteration 30Q: 3 clusters Score -496649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -496650.937500 Penalty: 823.906799
	Iteration 31Q: 3 clusters Score -496650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -496650.250000 Penalty: 823.906799
	Iteration 32Q: 3 clusters Score -496650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -496650.250000 Penalty: 823.906799
	Iteration 33Q: 3 clusters Score -496650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -496650.875000 Penalty: 823.906799
	Iteration 34Q: 3 clusters Score -496650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -496651.250000 Penalty: 823.906799
	Iteration 35Q: 3 clusters Score -496651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -496651.000000 Penalty: 823.906799
	Iteration 36Q: 3 clusters Score -496651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -496650.937500 Penalty: 823.906799
	Iteration 37Q: 3 clusters Score -496650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -496650.937500 Penalty: 823.906799
	Iteration 38F: 3 clusters Score -496650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13431.791992 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13431.79 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 132 members 
Entering Unmasked Estep 
Score: -13107.047852 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -13107.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13190.112305 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -13190.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13216.679688 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -13216.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13236.394531 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -13236.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13271.370117 Penalty: 504.965912
	Iteration 4F: 3 clusters Score -13271.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13290.977539 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -13290.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13299.701172 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -13299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13303.078125 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -13303.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13304.110352 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -13304.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13305.535156 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -13305.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13305.535156 Penalty: 504.965912
	Iteration 10F: 3 clusters Score -13305.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -363577.468750 Penalty: 400.357147
	Iteration 0F: 2 clusters Score -363577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -359135.125000 Penalty: 800.714294
	Iteration 0F: 3 clusters Score -359135.1 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -360919.187500 Penalty: 800.714294
	Iteration 1F: 3 clusters Score -360919.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -361158.062500 Penalty: 800.714294
	Iteration 2F: 3 clusters Score -361158.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -361444.750000 Penalty: 800.714294
	Iteration 3F: 3 clusters Score -361444.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -361827.125000 Penalty: 800.714294
	Iteration 4F: 3 clusters Score -361827.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -362329.906250 Penalty: 800.714294
	Iteration 5F: 3 clusters Score -362329.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -362764.343750 Penalty: 800.714294
	Iteration 6F: 3 clusters Score -362764.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -363028.437500 Penalty: 800.714294
	Iteration 7Q: 3 clusters Score -363028.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -363135.031250 Penalty: 800.714294
	Iteration 8Q: 3 clusters Score -363135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -363178.375000 Penalty: 800.714294
	Iteration 9Q: 3 clusters Score -363178.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -363196.375000 Penalty: 800.714294
	Iteration 10Q: 3 clusters Score -363196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -363202.218750 Penalty: 800.714294
	Iteration 11Q: 3 clusters Score -363202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -363210.750000 Penalty: 800.714294
	Iteration 12Q: 3 clusters Score -363210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -363213.218750 Penalty: 800.714294
	Iteration 13Q: 3 clusters Score -363213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -363213.968750 Penalty: 800.714294
	Iteration 14Q: 3 clusters Score -363214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -363214.093750 Penalty: 800.714294
	Iteration 15Q: 3 clusters Score -363214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -363214.093750 Penalty: 800.714294
	Iteration 16F: 3 clusters Score -363214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -180238.984375 Penalty: 370.011414
	Iteration 0F: 2 clusters Score -180239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -177911.890625 Penalty: 740.022827
	Iteration 0F: 3 clusters Score -177911.9 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -178793.968750 Penalty: 740.022827
	Iteration 1F: 3 clusters Score -178794 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -179031.093750 Penalty: 740.022827
	Iteration 2F: 3 clusters Score -179031.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179303.765625 Penalty: 740.022827
	Iteration 3F: 3 clusters Score -179303.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -179571.437500 Penalty: 740.022827
	Iteration 4F: 3 clusters Score -179571.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -179797.046875 Penalty: 740.022827
	Iteration 5F: 3 clusters Score -179797 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -179895.703125 Penalty: 740.022827
	Iteration 6Q: 3 clusters Score -179895.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -179944.609375 Penalty: 740.022827
	Iteration 7Q: 3 clusters Score -179944.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -179966.796875 Penalty: 740.022827
	Iteration 8Q: 3 clusters Score -179966.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -179989.656250 Penalty: 740.022827
	Iteration 9Q: 3 clusters Score -179989.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -180010.187500 Penalty: 740.022827
	Iteration 10Q: 3 clusters Score -180010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -180012.140625 Penalty: 740.022827
	Iteration 11Q: 3 clusters Score -180012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -180013.796875 Penalty: 740.022827
	Iteration 12Q: 3 clusters Score -180013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -180013.968750 Penalty: 740.022827
	Iteration 13Q: 3 clusters Score -180014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -180014.234375 Penalty: 740.022827
	Iteration 14Q: 3 clusters Score -180014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -180014.234375 Penalty: 740.022827
	Iteration 15F: 3 clusters Score -180014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -114684.179688 Penalty: 350.712250
	Iteration 0F: 2 clusters Score -114684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -113085.304688 Penalty: 701.424500
	Iteration 0F: 3 clusters Score -113085.3 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -113707.312500 Penalty: 701.424500
	Iteration 1F: 3 clusters Score -113707.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -113907.554688 Penalty: 701.424500
	Iteration 2F: 3 clusters Score -113907.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -114049.929688 Penalty: 701.424500
	Iteration 3F: 3 clusters Score -114049.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -114149.281250 Penalty: 701.424500
	Iteration 4F: 3 clusters Score -114149.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -114210.609375 Penalty: 701.424500
	Iteration 5Q: 3 clusters Score -114210.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -114266.468750 Penalty: 701.424500
	Iteration 6Q: 3 clusters Score -114266.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -114307.882812 Penalty: 701.424500
	Iteration 7Q: 3 clusters Score -114307.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -114341.273438 Penalty: 701.424500
	Iteration 8Q: 3 clusters Score -114341.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -114356.367188 Penalty: 701.424500
	Iteration 9Q: 3 clusters Score -114356.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -114364.132812 Penalty: 701.424500
	Iteration 10Q: 3 clusters Score -114364.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -114368.476562 Penalty: 701.424500
	Iteration 11Q: 3 clusters Score -114368.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -114370.531250 Penalty: 701.424500
	Iteration 12Q: 3 clusters Score -114370.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -114373.906250 Penalty: 701.424500
	Iteration 13Q: 3 clusters Score -114373.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -114380.296875 Penalty: 701.424500
	Iteration 14Q: 3 clusters Score -114380.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -114384.757812 Penalty: 701.424500
	Iteration 15Q: 3 clusters Score -114384.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -114388.085938 Penalty: 701.424500
	Iteration 16Q: 3 clusters Score -114388.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -114391.820312 Penalty: 701.424500
	Iteration 17Q: 3 clusters Score -114391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -114394.656250 Penalty: 701.424500
	Iteration 18Q: 3 clusters Score -114394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -114396.710938 Penalty: 701.424500
	Iteration 19Q: 3 clusters Score -114396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -114398.343750 Penalty: 701.424500
	Iteration 20F: 3 clusters Score -114398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -114401.507812 Penalty: 701.424500
	Iteration 21Q: 3 clusters Score -114401.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -114403.507812 Penalty: 701.424500
	Iteration 22Q: 3 clusters Score -114403.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -114404.718750 Penalty: 701.424500
	Iteration 23Q: 3 clusters Score -114404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -114405.257812 Penalty: 701.424500
	Iteration 24Q: 3 clusters Score -114405.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -114405.632812 Penalty: 701.424500
	Iteration 25Q: 3 clusters Score -114405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -114406.250000 Penalty: 701.424500
	Iteration 26Q: 3 clusters Score -114406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -114406.554688 Penalty: 701.424500
	Iteration 27Q: 3 clusters Score -114406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -114406.554688 Penalty: 701.424500
	Iteration 28F: 3 clusters Score -114406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2910.901367 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2910.901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2750.342529 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2750.343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2777.344727 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2777.345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 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 79 members 
Entering Unmasked Estep 
Score: -7347.155273 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7347.155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7382.456055 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7382.456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7400.270996 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7400.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7403.458008 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7403.458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7403.458008 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -7403.458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -33806.007812 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -33806.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33271.351562 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -33271.35 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33393.621094 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -33393.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33415.238281 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -33415.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33433.105469 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -33433.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33452.738281 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -33452.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33459.898438 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -33459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33461.261719 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -33461.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33462.796875 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -33462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33463.691406 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -33463.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33466.511719 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -33466.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33471.207031 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -33471.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33476.312500 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -33476.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33478.781250 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -33478.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33479.746094 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -33479.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33481.277344 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -33481.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33481.796875 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -33481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33481.960938 Penalty: 582.120605
	Iteration 16Q: 3 clusters Score -33481.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33482.132812 Penalty: 582.120605
	Iteration 17Q: 3 clusters Score -33482.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33482.570312 Penalty: 582.120605
	Iteration 18Q: 3 clusters Score -33482.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33482.570312 Penalty: 582.120605
	Iteration 19F: 3 clusters Score -33482.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (102819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Entering Unmasked Estep 
Score: -6160332.500000 Penalty: 525.103027
	Iteration 0F: 2 clusters Score -6160332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -6091493.000000 Penalty: 1050.206055
	Iteration 0F: 3 clusters Score -6091493 nChanged 50389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -6121873.000000 Penalty: 1050.206055
	Iteration 1F: 3 clusters Score -6121873 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -6123029.000000 Penalty: 1050.206055
	Iteration 2Q: 3 clusters Score -6123029 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -6124396.500000 Penalty: 1050.206055
	Iteration 3Q: 3 clusters Score -6124396 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -6126496.000000 Penalty: 1050.206055
	Iteration 4Q: 3 clusters Score -6126496 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6129417.000000 Penalty: 1050.206055
	Iteration 5F: 3 clusters Score -6129417 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -6133475.000000 Penalty: 1050.206055
	Iteration 6F: 3 clusters Score -6133475 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -6137946.500000 Penalty: 1050.206055
	Iteration 7F: 3 clusters Score -6137946 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -6141455.500000 Penalty: 1050.206055
	Iteration 8F: 3 clusters Score -6141456 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -6143121.000000 Penalty: 1050.206055
	Iteration 9Q: 3 clusters Score -6143121 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -6143825.000000 Penalty: 1050.206055
	Iteration 10Q: 3 clusters Score -6143825 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -6144296.500000 Penalty: 1050.206055
	Iteration 11Q: 3 clusters Score -6144296 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6144826.000000 Penalty: 1050.206055
	Iteration 12Q: 3 clusters Score -6144826 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6145400.500000 Penalty: 1050.206055
	Iteration 13Q: 3 clusters Score -6145400 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -6146014.000000 Penalty: 1050.206055
	Iteration 14Q: 3 clusters Score -6146014 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -6146756.500000 Penalty: 1050.206055
	Iteration 15Q: 3 clusters Score -6146756 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -6147540.000000 Penalty: 1050.206055
	Iteration 16Q: 3 clusters Score -6147540 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -6148412.500000 Penalty: 1050.206055
	Iteration 17Q: 3 clusters Score -6148412 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6149250.500000 Penalty: 1050.206055
	Iteration 18Q: 3 clusters Score -6149250 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -6150192.000000 Penalty: 1050.206055
	Iteration 19Q: 3 clusters Score -6150192 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -6150933.000000 Penalty: 1050.206055
	Iteration 20F: 3 clusters Score -6150933 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -6151613.000000 Penalty: 1050.206055
	Iteration 21Q: 3 clusters Score -6151613 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -6152252.000000 Penalty: 1050.206055
	Iteration 22Q: 3 clusters Score -6152252 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -6152828.000000 Penalty: 1050.206055
	Iteration 23Q: 3 clusters Score -6152828 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -6153356.500000 Penalty: 1050.206055
	Iteration 24Q: 3 clusters Score -6153356 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -6153950.000000 Penalty: 1050.206055
	Iteration 25Q: 3 clusters Score -6153950 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -6154516.500000 Penalty: 1050.206055
	Iteration 26Q: 3 clusters Score -6154516 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -6155134.500000 Penalty: 1050.206055
	Iteration 27Q: 3 clusters Score -6155134 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -6155681.500000 Penalty: 1050.206055
	Iteration 28Q: 3 clusters Score -6155682 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -6156171.500000 Penalty: 1050.206055
	Iteration 29Q: 3 clusters Score -6156172 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -6156672.000000 Penalty: 1050.206055
	Iteration 30Q: 3 clusters Score -6156672 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -6157119.500000 Penalty: 1050.206055
	Iteration 31Q: 3 clusters Score -6157120 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -6157519.500000 Penalty: 1050.206055
	Iteration 32Q: 3 clusters Score -6157520 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -6157931.000000 Penalty: 1050.206055
	Iteration 33Q: 3 clusters Score -6157931 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6158231.000000 Penalty: 1050.206055
	Iteration 34Q: 3 clusters Score -6158231 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6158504.500000 Penalty: 1050.206055
	Iteration 35Q: 3 clusters Score -6158504 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6158751.000000 Penalty: 1050.206055
	Iteration 36Q: 3 clusters Score -6158751 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6158995.500000 Penalty: 1050.206055
	Iteration 37Q: 3 clusters Score -6158996 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6159147.000000 Penalty: 1050.206055
	Iteration 38Q: 3 clusters Score -6159147 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6159288.000000 Penalty: 1050.206055
	Iteration 39Q: 3 clusters Score -6159288 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6159374.000000 Penalty: 1050.206055
	Iteration 40F: 3 clusters Score -6159374 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101518 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6159460.500000 Penalty: 1050.206055
	Iteration 41Q: 3 clusters Score -6159460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6159517.000000 Penalty: 1050.206055
	Iteration 42Q: 3 clusters Score -6159517 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6159571.000000 Penalty: 1050.206055
	Iteration 43Q: 3 clusters Score -6159571 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6159617.000000 Penalty: 1050.206055
	Iteration 44Q: 3 clusters Score -6159617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6159642.500000 Penalty: 1050.206055
	Iteration 45Q: 3 clusters Score -6159642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6159682.500000 Penalty: 1050.206055
	Iteration 46Q: 3 clusters Score -6159682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6159704.000000 Penalty: 1050.206055
	Iteration 47Q: 3 clusters Score -6159704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6159737.000000 Penalty: 1050.206055
	Iteration 48Q: 3 clusters Score -6159737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6159764.500000 Penalty: 1050.206055
	Iteration 49Q: 3 clusters Score -6159764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6159778.000000 Penalty: 1050.206055
	Iteration 50Q: 3 clusters Score -6159778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6159798.000000 Penalty: 1050.206055
	Iteration 51Q: 3 clusters Score -6159798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6159814.000000 Penalty: 1050.206055
	Iteration 52Q: 3 clusters Score -6159814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6159821.000000 Penalty: 1050.206055
	Iteration 53Q: 3 clusters Score -6159821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6159829.500000 Penalty: 1050.206055
	Iteration 54Q: 3 clusters Score -6159830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6159839.000000 Penalty: 1050.206055
	Iteration 55Q: 3 clusters Score -6159839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6159853.500000 Penalty: 1050.206055
	Iteration 56Q: 3 clusters Score -6159854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6159862.000000 Penalty: 1050.206055
	Iteration 57Q: 3 clusters Score -6159862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6159870.500000 Penalty: 1050.206055
	Iteration 58Q: 3 clusters Score -6159870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6159876.500000 Penalty: 1050.206055
	Iteration 59Q: 3 clusters Score -6159876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102437 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6159880.500000 Penalty: 1050.206055
	Iteration 60F: 3 clusters Score -6159880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6159885.500000 Penalty: 1050.206055
	Iteration 61Q: 3 clusters Score -6159886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6159889.000000 Penalty: 1050.206055
	Iteration 62Q: 3 clusters Score -6159889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6159885.500000 Penalty: 1050.206055
	Iteration 63Q: 3 clusters Score -6159886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6159899.500000 Penalty: 1050.206055
	Iteration 64Q: 3 clusters Score -6159900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6159899.000000 Penalty: 1050.206055
	Iteration 65Q: 3 clusters Score -6159899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6159904.500000 Penalty: 1050.206055
	Iteration 66Q: 3 clusters Score -6159904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6159915.000000 Penalty: 1050.206055
	Iteration 67Q: 3 clusters Score -6159915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6159918.500000 Penalty: 1050.206055
	Iteration 68Q: 3 clusters Score -6159918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6159921.000000 Penalty: 1050.206055
	Iteration 69Q: 3 clusters Score -6159921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6159919.500000 Penalty: 1050.206055
	Iteration 70Q: 3 clusters Score -6159920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6159926.500000 Penalty: 1050.206055
	Iteration 71Q: 3 clusters Score -6159926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6159924.500000 Penalty: 1050.206055
	Iteration 72Q: 3 clusters Score -6159924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6159927.000000 Penalty: 1050.206055
	Iteration 73Q: 3 clusters Score -6159927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102515 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6159928.500000 Penalty: 1050.206055
	Iteration 74Q: 3 clusters Score -6159928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102515 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6159928.500000 Penalty: 1050.206055
	Iteration 75F: 3 clusters Score -6159928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -12539.049805 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -12539.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12239.769531 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -12239.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12417.030273 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -12417.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12461.854492 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -12461.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12477.483398 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -12477.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12488.950195 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -12488.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12497.067383 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -12497.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12501.836914 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -12501.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12504.190430 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -12504.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12504.437500 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -12504.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12504.437500 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -12504.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6598.886719 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6598.887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6378.384277 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6378.384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6472.774414 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6472.774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6493.896484 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6493.896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6514.133789 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6514.134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6522.643555 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6522.644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6524.333496 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6524.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6524.333496 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -6524.333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -168898.812500 Penalty: 360.231323
	Iteration 0F: 2 clusters Score -168898.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -166942.109375 Penalty: 720.462646
	Iteration 0F: 3 clusters Score -166942.1 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -167706.390625 Penalty: 720.462646
	Iteration 1F: 3 clusters Score -167706.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -167917.187500 Penalty: 720.462646
	Iteration 2F: 3 clusters Score -167917.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -168129.609375 Penalty: 720.462646
	Iteration 3F: 3 clusters Score -168129.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -168332.578125 Penalty: 720.462646
	Iteration 4F: 3 clusters Score -168332.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -168477.968750 Penalty: 720.462646
	Iteration 5F: 3 clusters Score -168478 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -168560.218750 Penalty: 720.462646
	Iteration 6Q: 3 clusters Score -168560.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -168601.906250 Penalty: 720.462646
	Iteration 7Q: 3 clusters Score -168601.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -168628.125000 Penalty: 720.462646
	Iteration 8Q: 3 clusters Score -168628.1 nChanged 46
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: -168647.375000 Penalty: 720.462646
	Iteration 9Q: 3 clusters Score -168647.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -168658.843750 Penalty: 720.462646
	Iteration 10Q: 3 clusters Score -168658.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -168665.203125 Penalty: 720.462646
	Iteration 11Q: 3 clusters Score -168665.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -168672.031250 Penalty: 720.462646
	Iteration 12Q: 3 clusters Score -168672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -168675.843750 Penalty: 720.462646
	Iteration 13Q: 3 clusters Score -168675.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -168678.046875 Penalty: 720.462646
	Iteration 14Q: 3 clusters Score -168678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -168679.796875 Penalty: 720.462646
	Iteration 15Q: 3 clusters Score -168679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -168681.703125 Penalty: 720.462646
	Iteration 16Q: 3 clusters Score -168681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -168681.906250 Penalty: 720.462646
	Iteration 17Q: 3 clusters Score -168681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -168682.265625 Penalty: 720.462646
	Iteration 18Q: 3 clusters Score -168682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -168682.343750 Penalty: 720.462646
	Iteration 19Q: 3 clusters Score -168682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -168682.343750 Penalty: 720.462646
	Iteration 20F: 3 clusters Score -168682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9369 members 
Mstep: Class 6 contains 185610 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 26211 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 40115 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6628 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 102819 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071046.000000 Penalty: 15872.815430
Iteration 199Q: 28 clusters Score -2.307105e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9356 members 
Mstep: Class 6 contains 185967 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 26304 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39950 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6585 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 2220 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 102632 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070984.000000 Penalty: 15872.815430
Iteration 200F: 28 clusters Score -2.307098e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9326 members 
Mstep: Class 6 contains 186316 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 26389 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39800 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6537 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 102450 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071024.000000 Penalty: 15872.815430
Iteration 201Q: 28 clusters Score -2.307102e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9318 members 
Mstep: Class 6 contains 186606 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4124 members 
Mstep: Class 11 contains 3291 members 
Mstep: Class 12 contains 26471 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39654 members 
Mstep: Class 16 contains 8585 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6502 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 2212 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 102298 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071106.000000 Penalty: 15872.815430
Iteration 202Q: 28 clusters Score -2.307111e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 186936 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 26561 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39498 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 2209 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 102110 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071204.000000 Penalty: 15872.815430
Iteration 203Q: 28 clusters Score -2.30712e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9269 members 
Mstep: Class 6 contains 187266 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 3307 members 
Mstep: Class 12 contains 26662 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39367 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 101895 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071156.000000 Penalty: 15872.815430
Iteration 204Q: 28 clusters Score -2.307116e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 187569 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 4111 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 26748 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39247 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6373 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 101704 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071138.000000 Penalty: 15872.815430
Iteration 205Q: 28 clusters Score -2.307114e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9221 members 
Mstep: Class 6 contains 187814 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 26863 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39128 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 101503 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071110.000000 Penalty: 15872.815430
Iteration 206Q: 28 clusters Score -2.307111e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9200 members 
Mstep: Class 6 contains 188046 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 26981 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 39012 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6292 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 101309 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071200.000000 Penalty: 15872.815430
Iteration 207Q: 28 clusters Score -2.30712e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 188288 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 27091 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38872 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 101115 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071148.000000 Penalty: 15872.815430
Iteration 208Q: 28 clusters Score -2.307115e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9159 members 
Mstep: Class 6 contains 188514 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 27209 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38753 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6246 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100946 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071096.000000 Penalty: 15872.815430
Iteration 209Q: 28 clusters Score -2.30711e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9137 members 
Mstep: Class 6 contains 188730 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 27330 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38653 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6223 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100782 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071086.000000 Penalty: 15872.815430
Iteration 210Q: 28 clusters Score -2.307109e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9116 members 
Mstep: Class 6 contains 188936 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 27426 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38559 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100627 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071180.000000 Penalty: 15872.815430
Iteration 211Q: 28 clusters Score -2.307118e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 189123 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 27521 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38466 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100502 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071188.000000 Penalty: 15872.815430
Iteration 212Q: 28 clusters Score -2.307119e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9078 members 
Mstep: Class 6 contains 189300 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 961 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 3409 members 
Mstep: Class 12 contains 27617 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38360 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100381 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071230.000000 Penalty: 15872.815430
Iteration 213Q: 28 clusters Score -2.307123e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9058 members 
Mstep: Class 6 contains 189464 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 27718 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38262 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6117 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100274 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071268.000000 Penalty: 15872.815430
Iteration 214Q: 28 clusters Score -2.307127e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9046 members 
Mstep: Class 6 contains 189605 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 3430 members 
Mstep: Class 12 contains 27818 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38176 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6088 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100179 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071346.000000 Penalty: 15872.815430
Iteration 215Q: 28 clusters Score -2.307135e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 9023 members 
Mstep: Class 6 contains 189735 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 3441 members 
Mstep: Class 12 contains 27928 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38098 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 2202 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100099 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071372.000000 Penalty: 15872.815430
Iteration 216Q: 28 clusters Score -2.307137e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8981 members 
Mstep: Class 6 contains 189879 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4005 members 
Mstep: Class 11 contains 3447 members 
Mstep: Class 12 contains 28025 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 38027 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071416.000000 Penalty: 15872.815430
Iteration 217Q: 28 clusters Score -2.307142e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8952 members 
Mstep: Class 6 contains 190018 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 3449 members 
Mstep: Class 12 contains 28104 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37957 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 6007 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99953 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071334.000000 Penalty: 15872.815430
Iteration 218Q: 28 clusters Score -2.307133e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 6 contains 190137 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 3449 members 
Mstep: Class 12 contains 28184 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37893 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5984 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99898 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071432.000000 Penalty: 15872.815430
Iteration 219Q: 28 clusters Score -2.307143e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 190237 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 12 contains 28268 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37822 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5966 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99848 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071516.000000 Penalty: 15872.815430
Iteration 220F: 28 clusters Score -2.307152e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8892 members 
Mstep: Class 6 contains 190333 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3966 members 
Mstep: Class 11 contains 3450 members 
Mstep: Class 12 contains 28358 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37754 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5946 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99794 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071578.000000 Penalty: 15872.815430
Iteration 221Q: 28 clusters Score -2.307158e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8878 members 
Mstep: Class 6 contains 190417 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 3452 members 
Mstep: Class 12 contains 28454 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37701 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99727 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071580.000000 Penalty: 15872.815430
Iteration 222Q: 28 clusters Score -2.307158e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 190481 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 3461 members 
Mstep: Class 12 contains 28552 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37650 members 
Mstep: Class 16 contains 8767 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5907 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99676 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071592.000000 Penalty: 15872.815430
Iteration 223Q: 28 clusters Score -2.307159e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 190559 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3918 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 28645 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37608 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5887 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99615 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071660.000000 Penalty: 15872.815430
Iteration 224Q: 28 clusters Score -2.307166e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8830 members 
Mstep: Class 6 contains 190641 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3894 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 28730 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37568 members 
Mstep: Class 16 contains 8761 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5869 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 2202 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99563 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071686.000000 Penalty: 15872.815430
Iteration 225Q: 28 clusters Score -2.307169e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8810 members 
Mstep: Class 6 contains 190760 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 28810 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37531 members 
Mstep: Class 16 contains 8749 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99511 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071722.000000 Penalty: 15872.815430
Iteration 226Q: 28 clusters Score -2.307172e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 190864 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 28898 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37494 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5827 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99469 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071698.000000 Penalty: 15872.815430
Iteration 227Q: 28 clusters Score -2.30717e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 190970 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 28984 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37460 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5804 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99400 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071764.000000 Penalty: 15872.815430
Iteration 228Q: 28 clusters Score -2.307176e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8694 members 
Mstep: Class 6 contains 191070 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 12 contains 29049 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37430 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99332 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071746.000000 Penalty: 15872.815430
Iteration 229Q: 28 clusters Score -2.307175e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8666 members 
Mstep: Class 6 contains 191161 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 29130 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37404 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5767 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99255 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071770.000000 Penalty: 15872.815430
Iteration 230Q: 28 clusters Score -2.307177e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 191242 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 29213 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37365 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5746 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99203 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071838.000000 Penalty: 15872.815430
Iteration 231Q: 28 clusters Score -2.307184e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 191348 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2086 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 29283 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37317 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5728 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 2202 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99140 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071856.000000 Penalty: 15872.815430
Iteration 232Q: 28 clusters Score -2.307186e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8614 members 
Mstep: Class 6 contains 191439 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 29368 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37267 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5715 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99093 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 2017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071892.000000 Penalty: 15872.815430
Iteration 233Q: 28 clusters Score -2.307189e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 191542 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2081 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 12 contains 29455 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37216 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 99035 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071920.000000 Penalty: 15872.815430
Iteration 234Q: 28 clusters Score -2.307192e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 191630 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 964 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 12 contains 29540 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37170 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98981 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071894.000000 Penalty: 15872.815430
Iteration 235Q: 28 clusters Score -2.307189e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 191725 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 12 contains 29614 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37120 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98944 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071892.000000 Penalty: 15872.815430
Iteration 236Q: 28 clusters Score -2.307189e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8521 members 
Mstep: Class 6 contains 191816 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2073 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 12 contains 29682 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37085 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5650 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 2207 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98908 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071948.000000 Penalty: 15872.815430
Iteration 237Q: 28 clusters Score -2.307195e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8492 members 
Mstep: Class 6 contains 191922 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 963 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 29768 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37046 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 2207 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98854 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072016.000000 Penalty: 15872.815430
Iteration 238Q: 28 clusters Score -2.307202e+07 nChanged 385
Entering ConstructFrom: 
Score: -23072016.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -53467.671875 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -53467.67 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 488 members 
Entering Unmasked Estep 
Score: -52666.820312 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -52666.82 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -52866.343750 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -52866.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -52928.789062 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -52928.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -52975.343750 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -52975.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53007.964844 Penalty: 624.320435
	Iteration 4Q: 3 clusters Score -53007.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -53028.687500 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -53028.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -53050.863281 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -53050.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53065.945312 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -53065.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -53078.648438 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -53078.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53093.902344 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -53093.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53102.121094 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -53102.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53111.539062 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -53111.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53134.167969 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -53134.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53164.000000 Penalty: 624.320435
	Iteration 13Q: 3 clusters Score -53164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -53186.429688 Penalty: 624.320435
	Iteration 14Q: 3 clusters Score -53186.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -53199.289062 Penalty: 624.320435
	Iteration 15Q: 3 clusters Score -53199.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -53217.351562 Penalty: 624.320435
	Iteration 16Q: 3 clusters Score -53217.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53240.812500 Penalty: 624.320435
	Iteration 17Q: 3 clusters Score -53240.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53261.722656 Penalty: 624.320435
	Iteration 18Q: 3 clusters Score -53261.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53278.449219 Penalty: 624.320435
	Iteration 19Q: 3 clusters Score -53278.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53292.238281 Penalty: 624.320435
	Iteration 20F: 3 clusters Score -53292.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53308.484375 Penalty: 624.320435
	Iteration 21Q: 3 clusters Score -53308.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53325.890625 Penalty: 624.320435
	Iteration 22Q: 3 clusters Score -53325.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -53332.921875 Penalty: 624.320435
	Iteration 23Q: 3 clusters Score -53332.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -53341.796875 Penalty: 624.320435
	Iteration 24Q: 3 clusters Score -53341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53347.691406 Penalty: 624.320435
	Iteration 25Q: 3 clusters Score -53347.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -53359.023438 Penalty: 624.320435
	Iteration 26Q: 3 clusters Score -53359.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53377.355469 Penalty: 624.320435
	Iteration 27Q: 3 clusters Score -53377.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -53391.574219 Penalty: 624.320435
	Iteration 28Q: 3 clusters Score -53391.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -53395.742188 Penalty: 624.320435
	Iteration 29Q: 3 clusters Score -53395.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -53396.640625 Penalty: 624.320435
	Iteration 30Q: 3 clusters Score -53396.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53398.031250 Penalty: 624.320435
	Iteration 31Q: 3 clusters Score -53398.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -53398.828125 Penalty: 624.320435
	Iteration 32Q: 3 clusters Score -53398.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -53399.445312 Penalty: 624.320435
	Iteration 33Q: 3 clusters Score -53399.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53399.531250 Penalty: 624.320435
	Iteration 34Q: 3 clusters Score -53399.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53399.531250 Penalty: 624.320435
	Iteration 35F: 3 clusters Score -53399.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66413.757812 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66413.76 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -66676.656250 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66676.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66737.437500 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66737.44 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66788.203125 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -66788.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -66822.234375 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66822.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66849.421875 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66849.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -66872.710938 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66872.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -66893.664062 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66893.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66924.132812 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66924.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -66949.320312 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -66949.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -66969.945312 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -66969.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -66991.507812 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -66991.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -67017.070312 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -67017.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -67031.156250 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -67031.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -67039.429688 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -67039.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -67049.101562 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -67049.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -67055.640625 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -67055.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -67059.046875 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -67059.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -67063.828125 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -67063.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -67067.210938 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -67067.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -67072.210938 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -67072.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -67076.421875 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -67076.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -67077.656250 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -67077.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -67079.101562 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -67079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -67079.398438 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -67079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -67079.976562 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -67079.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -67081.460938 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -67081.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -67085.062500 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -67085.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -67085.796875 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -67085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -67087.179688 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -67087.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -67087.312500 Penalty: 644.588318
	Iteration 30Q: 3 clusters Score -67087.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -67087.312500 Penalty: 644.588318
	Iteration 31F: 3 clusters Score -67087.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7941.178711 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7941.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7698.597168 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7698.597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7764.953613 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7764.954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7800.187500 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7800.188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7827.468750 Penalty: 468.949554
	Iteration 3F: 3 clusters Score -7827.469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7868.615234 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7868.615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7881.499023 Penalty: 468.949554
	Iteration 5F: 3 clusters Score -7881.499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7905.046387 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7905.046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7911.858398 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -7911.858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7919.327637 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -7919.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7920.711426 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -7920.711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7921.795410 Penalty: 468.949554
	Iteration 10Q: 3 clusters Score -7921.795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7921.795410 Penalty: 468.949554
	Iteration 11F: 3 clusters Score -7921.795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -82652.945312 Penalty: 331.739349
	Iteration 0F: 2 clusters Score -82652.95 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 734 members 
Entering Unmasked Estep 
Score: -81561.648438 Penalty: 663.478699
	Iteration 0F: 3 clusters Score -81561.65 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -81911.710938 Penalty: 663.478699
	Iteration 1F: 3 clusters Score -81911.71 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -81976.296875 Penalty: 663.478699
	Iteration 2F: 3 clusters Score -81976.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82008.250000 Penalty: 663.478699
	Iteration 3F: 3 clusters Score -82008.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -82023.031250 Penalty: 663.478699
	Iteration 4Q: 3 clusters Score -82023.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82034.609375 Penalty: 663.478699
	Iteration 5Q: 3 clusters Score -82034.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82043.390625 Penalty: 663.478699
	Iteration 6Q: 3 clusters Score -82043.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -82050.890625 Penalty: 663.478699
	Iteration 7Q: 3 clusters Score -82050.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82057.578125 Penalty: 663.478699
	Iteration 8Q: 3 clusters Score -82057.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -82063.695312 Penalty: 663.478699
	Iteration 9Q: 3 clusters Score -82063.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -82069.445312 Penalty: 663.478699
	Iteration 10Q: 3 clusters Score -82069.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -82081.632812 Penalty: 663.478699
	Iteration 11Q: 3 clusters Score -82081.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -82095.515625 Penalty: 663.478699
	Iteration 12Q: 3 clusters Score -82095.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82109.953125 Penalty: 663.478699
	Iteration 13Q: 3 clusters Score -82109.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82125.085938 Penalty: 663.478699
	Iteration 14Q: 3 clusters Score -82125.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82142.031250 Penalty: 663.478699
	Iteration 15Q: 3 clusters Score -82142.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82155.484375 Penalty: 663.478699
	Iteration 16Q: 3 clusters Score -82155.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82183.984375 Penalty: 663.478699
	Iteration 17Q: 3 clusters Score -82183.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -82211.546875 Penalty: 663.478699
	Iteration 18Q: 3 clusters Score -82211.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -82244.710938 Penalty: 663.478699
	Iteration 19Q: 3 clusters Score -82244.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -82282.617188 Penalty: 663.478699
	Iteration 20F: 3 clusters Score -82282.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -82317.382812 Penalty: 663.478699
	Iteration 21Q: 3 clusters Score -82317.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -82344.257812 Penalty: 663.478699
	Iteration 22Q: 3 clusters Score -82344.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -82359.046875 Penalty: 663.478699
	Iteration 23Q: 3 clusters Score -82359.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -82372.585938 Penalty: 663.478699
	Iteration 24Q: 3 clusters Score -82372.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -82382.875000 Penalty: 663.478699
	Iteration 25Q: 3 clusters Score -82382.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -82390.398438 Penalty: 663.478699
	Iteration 26Q: 3 clusters Score -82390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -82397.648438 Penalty: 663.478699
	Iteration 27Q: 3 clusters Score -82397.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -82408.710938 Penalty: 663.478699
	Iteration 28Q: 3 clusters Score -82408.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -82415.507812 Penalty: 663.478699
	Iteration 29Q: 3 clusters Score -82415.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -82424.226562 Penalty: 663.478699
	Iteration 30Q: 3 clusters Score -82424.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -82434.007812 Penalty: 663.478699
	Iteration 31Q: 3 clusters Score -82434.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -82453.250000 Penalty: 663.478699
	Iteration 32Q: 3 clusters Score -82453.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -82469.664062 Penalty: 663.478699
	Iteration 33Q: 3 clusters Score -82469.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -82476.437500 Penalty: 663.478699
	Iteration 34Q: 3 clusters Score -82476.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -82480.898438 Penalty: 663.478699
	Iteration 35Q: 3 clusters Score -82480.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -82486.164062 Penalty: 663.478699
	Iteration 36Q: 3 clusters Score -82486.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -82490.109375 Penalty: 663.478699
	Iteration 37Q: 3 clusters Score -82490.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -82496.414062 Penalty: 663.478699
	Iteration 38Q: 3 clusters Score -82496.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -82503.562500 Penalty: 663.478699
	Iteration 39Q: 3 clusters Score -82503.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -82508.726562 Penalty: 663.478699
	Iteration 40F: 3 clusters Score -82508.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -82510.835938 Penalty: 663.478699
	Iteration 41Q: 3 clusters Score -82510.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -82511.515625 Penalty: 663.478699
	Iteration 42Q: 3 clusters Score -82511.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -82512.703125 Penalty: 663.478699
	Iteration 43Q: 3 clusters Score -82512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82513.984375 Penalty: 663.478699
	Iteration 44Q: 3 clusters Score -82513.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -82514.906250 Penalty: 663.478699
	Iteration 45Q: 3 clusters Score -82514.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -82515.835938 Penalty: 663.478699
	Iteration 46Q: 3 clusters Score -82515.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -82517.453125 Penalty: 663.478699
	Iteration 47Q: 3 clusters Score -82517.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82518.632812 Penalty: 663.478699
	Iteration 48Q: 3 clusters Score -82518.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82519.039062 Penalty: 663.478699
	Iteration 49Q: 3 clusters Score -82519.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82519.578125 Penalty: 663.478699
	Iteration 50Q: 3 clusters Score -82519.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82519.742188 Penalty: 663.478699
	Iteration 51Q: 3 clusters Score -82519.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82519.742188 Penalty: 663.478699
	Iteration 52F: 3 clusters Score -82519.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -495442.437500 Penalty: 411.472015
	Iteration 0F: 2 clusters Score -495442.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -489820.687500 Penalty: 822.944031
	Iteration 0F: 3 clusters Score -489820.7 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -492060.125000 Penalty: 822.944031
	Iteration 1F: 3 clusters Score -492060.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -492314.156250 Penalty: 822.944031
	Iteration 2F: 3 clusters Score -492314.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -492602.781250 Penalty: 822.944031
	Iteration 3F: 3 clusters Score -492602.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -493015.656250 Penalty: 822.944031
	Iteration 4F: 3 clusters Score -493015.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -493514.656250 Penalty: 822.944031
	Iteration 5F: 3 clusters Score -493514.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -494002.718750 Penalty: 822.944031
	Iteration 6F: 3 clusters Score -494002.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -494393.187500 Penalty: 822.944031
	Iteration 7F: 3 clusters Score -494393.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -494624.875000 Penalty: 822.944031
	Iteration 8Q: 3 clusters Score -494624.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -494751.843750 Penalty: 822.944031
	Iteration 9Q: 3 clusters Score -494751.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -494849.437500 Penalty: 822.944031
	Iteration 10Q: 3 clusters Score -494849.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -494932.250000 Penalty: 822.944031
	Iteration 11Q: 3 clusters Score -494932.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -495001.093750 Penalty: 822.944031
	Iteration 12Q: 3 clusters Score -495001.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -495049.281250 Penalty: 822.944031
	Iteration 13Q: 3 clusters Score -495049.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -495088.468750 Penalty: 822.944031
	Iteration 14Q: 3 clusters Score -495088.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -495118.531250 Penalty: 822.944031
	Iteration 15Q: 3 clusters Score -495118.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -495145.531250 Penalty: 822.944031
	Iteration 16Q: 3 clusters Score -495145.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -495163.437500 Penalty: 822.944031
	Iteration 17Q: 3 clusters Score -495163.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -495174.250000 Penalty: 822.944031
	Iteration 18Q: 3 clusters Score -495174.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -495180.531250 Penalty: 822.944031
	Iteration 19Q: 3 clusters Score -495180.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -495187.937500 Penalty: 822.944031
	Iteration 20F: 3 clusters Score -495187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -495192.093750 Penalty: 822.944031
	Iteration 21Q: 3 clusters Score -495192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -495193.437500 Penalty: 822.944031
	Iteration 22Q: 3 clusters Score -495193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -495195.031250 Penalty: 822.944031
	Iteration 23Q: 3 clusters Score -495195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -495194.812500 Penalty: 822.944031
	Iteration 24Q: 3 clusters Score -495194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -495194.812500 Penalty: 822.944031
	Iteration 25F: 3 clusters Score -495194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (192051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192051 members 
Entering Unmasked Estep 
Score: -11205874.000000 Penalty: 553.530945
	Iteration 0F: 2 clusters Score -1.120587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -11085140.000000 Penalty: 1107.061890
	Iteration 0F: 3 clusters Score -1.108514e+07 nChanged 94155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -11148089.000000 Penalty: 1107.061890
	Iteration 1F: 3 clusters Score -1.114809e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -11154184.000000 Penalty: 1107.061890
	Iteration 2F: 3 clusters Score -1.115418e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -11162551.000000 Penalty: 1107.061890
	Iteration 3F: 3 clusters Score -1.116255e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -11172240.000000 Penalty: 1107.061890
	Iteration 4F: 3 clusters Score -1.117224e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -11178208.000000 Penalty: 1107.061890
	Iteration 5F: 3 clusters Score -1.117821e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -11180230.000000 Penalty: 1107.061890
	Iteration 6Q: 3 clusters Score -1.118023e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -11180904.000000 Penalty: 1107.061890
	Iteration 7Q: 3 clusters Score -1.11809e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 116043 members 
Entering Unmasked Estep 
Score: -11181433.000000 Penalty: 1107.061890
	Iteration 8Q: 3 clusters Score -1.118143e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -11181967.000000 Penalty: 1107.061890
	Iteration 9Q: 3 clusters Score -1.118197e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 121953 members 
Entering Unmasked Estep 
Score: -11182428.000000 Penalty: 1107.061890
	Iteration 10Q: 3 clusters Score -1.118243e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -11183078.000000 Penalty: 1107.061890
	Iteration 11Q: 3 clusters Score -1.118308e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 129036 members 
Entering Unmasked Estep 
Score: -11184004.000000 Penalty: 1107.061890
	Iteration 12Q: 3 clusters Score -1.1184e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 133903 members 
Entering Unmasked Estep 
Score: -11185015.000000 Penalty: 1107.061890
	Iteration 13Q: 3 clusters Score -1.118502e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 139816 members 
Entering Unmasked Estep 
Score: -11186324.000000 Penalty: 1107.061890
	Iteration 14Q: 3 clusters Score -1.118632e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 146939 members 
Entering Unmasked Estep 
Score: -11187703.000000 Penalty: 1107.061890
	Iteration 15Q: 3 clusters Score -1.11877e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 154991 members 
Entering Unmasked Estep 
Score: -11189943.000000 Penalty: 1107.061890
	Iteration 16Q: 3 clusters Score -1.118994e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -11192413.000000 Penalty: 1107.061890
	Iteration 17Q: 3 clusters Score -1.119241e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -11195047.000000 Penalty: 1107.061890
	Iteration 18Q: 3 clusters Score -1.119505e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 177150 members 
Entering Unmasked Estep 
Score: -11197414.000000 Penalty: 1107.061890
	Iteration 19Q: 3 clusters Score -1.119741e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 181947 members 
Entering Unmasked Estep 
Score: -11199988.000000 Penalty: 1107.061890
	Iteration 20F: 3 clusters Score -1.119999e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 186072 members 
Entering Unmasked Estep 
Score: -11202247.000000 Penalty: 1107.061890
	Iteration 21Q: 3 clusters Score -1.120225e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 188751 members 
Entering Unmasked Estep 
Score: -11203507.000000 Penalty: 1107.061890
	Iteration 22Q: 3 clusters Score -1.120351e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 190352 members 
Entering Unmasked Estep 
Score: -11204323.000000 Penalty: 1107.061890
	Iteration 23Q: 3 clusters Score -1.120432e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 191257 members 
Entering Unmasked Estep 
Score: -11204879.000000 Penalty: 1107.061890
	Iteration 24Q: 3 clusters Score -1.120488e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 191687 members 
Entering Unmasked Estep 
Score: -11205194.000000 Penalty: 1107.061890
	Iteration 25Q: 3 clusters Score -1.120519e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191845 members 
Entering Unmasked Estep 
Score: -11205303.000000 Penalty: 1107.061890
	Iteration 26Q: 3 clusters Score -1.12053e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 191900 members 
Entering Unmasked Estep 
Score: -11205342.000000 Penalty: 1107.061890
	Iteration 27Q: 3 clusters Score -1.120534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 191928 members 
Entering Unmasked Estep 
Score: -11205391.000000 Penalty: 1107.061890
	Iteration 28Q: 3 clusters Score -1.120539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 191947 members 
Entering Unmasked Estep 
Score: -11205420.000000 Penalty: 1107.061890
	Iteration 29Q: 3 clusters Score -1.120542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 191956 members 
Entering Unmasked Estep 
Score: -11205419.000000 Penalty: 1107.061890
	Iteration 30Q: 3 clusters Score -1.120542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191960 members 
Entering Unmasked Estep 
Score: -11205431.000000 Penalty: 1107.061890
	Iteration 31Q: 3 clusters Score -1.120543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 191961 members 
Entering Unmasked Estep 
Score: -11205432.000000 Penalty: 1107.061890
	Iteration 32Q: 3 clusters Score -1.120543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 191963 members 
Entering Unmasked Estep 
Score: -11205437.000000 Penalty: 1107.061890
	Iteration 33Q: 3 clusters Score -1.120544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 191963 members 
Entering Unmasked Estep 
Score: -11205437.000000 Penalty: 1107.061890
	Iteration 34F: 3 clusters Score -1.120544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -95902.242188 Penalty: 339.031494
	Iteration 0F: 2 clusters Score -95902.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -94627.000000 Penalty: 678.062988
	Iteration 0F: 3 clusters Score -94627 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -95034.039062 Penalty: 678.062988
	Iteration 1F: 3 clusters Score -95034.04 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -95116.304688 Penalty: 678.062988
	Iteration 2F: 3 clusters Score -95116.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -95202.046875 Penalty: 678.062988
	Iteration 3F: 3 clusters Score -95202.05 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -95294.007812 Penalty: 678.062988
	Iteration 4F: 3 clusters Score -95294.01 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -95385.250000 Penalty: 678.062988
	Iteration 5F: 3 clusters Score -95385.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -95487.578125 Penalty: 678.062988
	Iteration 6Q: 3 clusters Score -95487.58 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -95539.890625 Penalty: 678.062988
	Iteration 7Q: 3 clusters Score -95539.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -95564.437500 Penalty: 678.062988
	Iteration 8Q: 3 clusters Score -95564.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -95588.500000 Penalty: 678.062988
	Iteration 9Q: 3 clusters Score -95588.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -95600.546875 Penalty: 678.062988
	Iteration 10Q: 3 clusters Score -95600.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -95607.031250 Penalty: 678.062988
	Iteration 11Q: 3 clusters Score -95607.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -95611.546875 Penalty: 678.062988
	Iteration 12Q: 3 clusters Score -95611.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -95620.007812 Penalty: 678.062988
	Iteration 13Q: 3 clusters Score -95620.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -95636.000000 Penalty: 678.062988
	Iteration 14Q: 3 clusters Score -95636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -95651.140625 Penalty: 678.062988
	Iteration 15Q: 3 clusters Score -95651.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -95662.734375 Penalty: 678.062988
	Iteration 16Q: 3 clusters Score -95662.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -95672.195312 Penalty: 678.062988
	Iteration 17Q: 3 clusters Score -95672.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -95691.632812 Penalty: 678.062988
	Iteration 18Q: 3 clusters Score -95691.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -95711.718750 Penalty: 678.062988
	Iteration 19Q: 3 clusters Score -95711.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -95726.351562 Penalty: 678.062988
	Iteration 20F: 3 clusters Score -95726.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -95728.195312 Penalty: 678.062988
	Iteration 21Q: 3 clusters Score -95728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -95729.078125 Penalty: 678.062988
	Iteration 22Q: 3 clusters Score -95729.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -95731.695312 Penalty: 678.062988
	Iteration 23Q: 3 clusters Score -95731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -95732.695312 Penalty: 678.062988
	Iteration 24Q: 3 clusters Score -95732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -95733.093750 Penalty: 678.062988
	Iteration 25Q: 3 clusters Score -95733.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -95733.093750 Penalty: 678.062988
	Iteration 26F: 3 clusters Score -95733.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -128650.109375 Penalty: 347.318298
	Iteration 0F: 2 clusters Score -128650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -127158.023438 Penalty: 694.636597
	Iteration 0F: 3 clusters Score -127158 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -127659.039062 Penalty: 694.636597
	Iteration 1F: 3 clusters Score -127659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -127727.070312 Penalty: 694.636597
	Iteration 2F: 3 clusters Score -127727.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -127770.671875 Penalty: 694.636597
	Iteration 3F: 3 clusters Score -127770.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -127796.960938 Penalty: 694.636597
	Iteration 4Q: 3 clusters Score -127797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -127819.156250 Penalty: 694.636597
	Iteration 5Q: 3 clusters Score -127819.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -127840.281250 Penalty: 694.636597
	Iteration 6Q: 3 clusters Score -127840.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127867.632812 Penalty: 694.636597
	Iteration 7Q: 3 clusters Score -127867.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127900.039062 Penalty: 694.636597
	Iteration 8Q: 3 clusters Score -127900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -127938.257812 Penalty: 694.636597
	Iteration 9Q: 3 clusters Score -127938.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -127974.835938 Penalty: 694.636597
	Iteration 10Q: 3 clusters Score -127974.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -128018.093750 Penalty: 694.636597
	Iteration 11Q: 3 clusters Score -128018.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -128075.109375 Penalty: 694.636597
	Iteration 12Q: 3 clusters Score -128075.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -128134.523438 Penalty: 694.636597
	Iteration 13Q: 3 clusters Score -128134.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -128183.765625 Penalty: 694.636597
	Iteration 14Q: 3 clusters Score -128183.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -128218.679688 Penalty: 694.636597
	Iteration 15Q: 3 clusters Score -128218.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -128242.320312 Penalty: 694.636597
	Iteration 16Q: 3 clusters Score -128242.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -128256.445312 Penalty: 694.636597
	Iteration 17Q: 3 clusters Score -128256.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -128263.125000 Penalty: 694.636597
	Iteration 18Q: 3 clusters Score -128263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -128270.203125 Penalty: 694.636597
	Iteration 19Q: 3 clusters Score -128270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -128276.937500 Penalty: 694.636597
	Iteration 20F: 3 clusters Score -128276.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -128280.929688 Penalty: 694.636597
	Iteration 21Q: 3 clusters Score -128280.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -128283.859375 Penalty: 694.636597
	Iteration 22Q: 3 clusters Score -128283.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -128289.148438 Penalty: 694.636597
	Iteration 23Q: 3 clusters Score -128289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -128294.015625 Penalty: 694.636597
	Iteration 24Q: 3 clusters Score -128294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -128300.773438 Penalty: 694.636597
	Iteration 25Q: 3 clusters Score -128300.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -128307.671875 Penalty: 694.636597
	Iteration 26Q: 3 clusters Score -128307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -128310.742188 Penalty: 694.636597
	Iteration 27Q: 3 clusters Score -128310.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -128313.515625 Penalty: 694.636597
	Iteration 28Q: 3 clusters Score -128313.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -128315.453125 Penalty: 694.636597
	Iteration 29Q: 3 clusters Score -128315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -128316.062500 Penalty: 694.636597
	Iteration 30Q: 3 clusters Score -128316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -128316.601562 Penalty: 694.636597
	Iteration 31Q: 3 clusters Score -128316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -128318.515625 Penalty: 694.636597
	Iteration 32Q: 3 clusters Score -128318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -128321.609375 Penalty: 694.636597
	Iteration 33Q: 3 clusters Score -128321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -128325.296875 Penalty: 694.636597
	Iteration 34Q: 3 clusters Score -128325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -128327.484375 Penalty: 694.636597
	Iteration 35Q: 3 clusters Score -128327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -128328.593750 Penalty: 694.636597
	Iteration 36Q: 3 clusters Score -128328.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -128329.609375 Penalty: 694.636597
	Iteration 37Q: 3 clusters Score -128329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -128330.187500 Penalty: 694.636597
	Iteration 38Q: 3 clusters Score -128330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -128330.187500 Penalty: 694.636597
	Iteration 39F: 3 clusters Score -128330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -55885.421875 Penalty: 312.587433
	Iteration 0F: 2 clusters Score -55885.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55104.777344 Penalty: 625.174866
	Iteration 0F: 3 clusters Score -55104.78 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55351.402344 Penalty: 625.174866
	Iteration 1F: 3 clusters Score -55351.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55436.898438 Penalty: 625.174866
	Iteration 2F: 3 clusters Score -55436.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55548.683594 Penalty: 625.174866
	Iteration 3F: 3 clusters Score -55548.68 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55652.964844 Penalty: 625.174866
	Iteration 4F: 3 clusters Score -55652.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55742.425781 Penalty: 625.174866
	Iteration 5F: 3 clusters Score -55742.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55851.378906 Penalty: 625.174866
	Iteration 6F: 3 clusters Score -55851.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55952.468750 Penalty: 625.174866
	Iteration 7Q: 3 clusters Score -55952.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56019.476562 Penalty: 625.174866
	Iteration 8Q: 3 clusters Score -56019.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56063.984375 Penalty: 625.174866
	Iteration 9Q: 3 clusters Score -56063.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56114.527344 Penalty: 625.174866
	Iteration 10Q: 3 clusters Score -56114.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56119.203125 Penalty: 625.174866
	Iteration 11Q: 3 clusters Score -56119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56119.203125 Penalty: 625.174866
	Iteration 12F: 3 clusters Score -56119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8462 members 
Mstep: Class 6 contains 192051 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 29833 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37003 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5623 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98809 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1917 members 
Mstep: Class 28 contains 343 members 
Entering Unmasked Estep 
Score: -23072100.000000 Penalty: 16460.697266
Splitting cluster 9 changes total score from -23072016.000000 to -23072100.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -205523.078125 Penalty: 373.150574
	Iteration 0F: 2 clusters Score -205523.1 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 1820 members 
Entering Unmasked Estep 
Score: -203058.328125 Penalty: 746.301147
	Iteration 0F: 3 clusters Score -203058.3 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -203961.203125 Penalty: 746.301147
	Iteration 1F: 3 clusters Score -203961.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -204075.343750 Penalty: 746.301147
	Iteration 2F: 3 clusters Score -204075.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -204177.812500 Penalty: 746.301147
	Iteration 3F: 3 clusters Score -204177.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -204312.109375 Penalty: 746.301147
	Iteration 4F: 3 clusters Score -204312.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -204476.218750 Penalty: 746.301147
	Iteration 5F: 3 clusters Score -204476.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -204606.843750 Penalty: 746.301147
	Iteration 6F: 3 clusters Score -204606.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -204681.062500 Penalty: 746.301147
	Iteration 7Q: 3 clusters Score -204681.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -204716.875000 Penalty: 746.301147
	Iteration 8Q: 3 clusters Score -204716.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -204731.703125 Penalty: 746.301147
	Iteration 9Q: 3 clusters Score -204731.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -204739.718750 Penalty: 746.301147
	Iteration 10Q: 3 clusters Score -204739.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -204751.015625 Penalty: 746.301147
	Iteration 11Q: 3 clusters Score -204751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -204757.937500 Penalty: 746.301147
	Iteration 12Q: 3 clusters Score -204757.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -204764.281250 Penalty: 746.301147
	Iteration 13Q: 3 clusters Score -204764.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -204771.281250 Penalty: 746.301147
	Iteration 14Q: 3 clusters Score -204771.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -204777.187500 Penalty: 746.301147
	Iteration 15Q: 3 clusters Score -204777.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -204783.031250 Penalty: 746.301147
	Iteration 16Q: 3 clusters Score -204783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -204790.031250 Penalty: 746.301147
	Iteration 17Q: 3 clusters Score -204790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -204797.640625 Penalty: 746.301147
	Iteration 18Q: 3 clusters Score -204797.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -204807.781250 Penalty: 746.301147
	Iteration 19Q: 3 clusters Score -204807.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -204820.484375 Penalty: 746.301147
	Iteration 20F: 3 clusters Score -204820.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -204832.312500 Penalty: 746.301147
	Iteration 21Q: 3 clusters Score -204832.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -204846.328125 Penalty: 746.301147
	Iteration 22Q: 3 clusters Score -204846.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -204854.390625 Penalty: 746.301147
	Iteration 23Q: 3 clusters Score -204854.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -204861.359375 Penalty: 746.301147
	Iteration 24Q: 3 clusters Score -204861.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -204868.453125 Penalty: 746.301147
	Iteration 25Q: 3 clusters Score -204868.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -204873.343750 Penalty: 746.301147
	Iteration 26Q: 3 clusters Score -204873.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -204881.328125 Penalty: 746.301147
	Iteration 27Q: 3 clusters Score -204881.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -204890.171875 Penalty: 746.301147
	Iteration 28Q: 3 clusters Score -204890.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -204898.312500 Penalty: 746.301147
	Iteration 29Q: 3 clusters Score -204898.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -204906.750000 Penalty: 746.301147
	Iteration 30Q: 3 clusters Score -204906.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -204918.609375 Penalty: 746.301147
	Iteration 31Q: 3 clusters Score -204918.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -204933.984375 Penalty: 746.301147
	Iteration 32Q: 3 clusters Score -204934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -204954.093750 Penalty: 746.301147
	Iteration 33Q: 3 clusters Score -204954.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -204974.968750 Penalty: 746.301147
	Iteration 34Q: 3 clusters Score -204975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -204990.343750 Penalty: 746.301147
	Iteration 35Q: 3 clusters Score -204990.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -205001.703125 Penalty: 746.301147
	Iteration 36Q: 3 clusters Score -205001.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -205009.375000 Penalty: 746.301147
	Iteration 37Q: 3 clusters Score -205009.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -205016.687500 Penalty: 746.301147
	Iteration 38Q: 3 clusters Score -205016.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -205021.859375 Penalty: 746.301147
	Iteration 39Q: 3 clusters Score -205021.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -205026.156250 Penalty: 746.301147
	Iteration 40F: 3 clusters Score -205026.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -205030.703125 Penalty: 746.301147
	Iteration 41Q: 3 clusters Score -205030.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -205033.437500 Penalty: 746.301147
	Iteration 42Q: 3 clusters Score -205033.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -205037.734375 Penalty: 746.301147
	Iteration 43Q: 3 clusters Score -205037.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -205045.031250 Penalty: 746.301147
	Iteration 44Q: 3 clusters Score -205045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -205051.218750 Penalty: 746.301147
	Iteration 45Q: 3 clusters Score -205051.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -205054.890625 Penalty: 746.301147
	Iteration 46Q: 3 clusters Score -205054.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -205057.453125 Penalty: 746.301147
	Iteration 47Q: 3 clusters Score -205057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -205058.843750 Penalty: 746.301147
	Iteration 48Q: 3 clusters Score -205058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -205059.453125 Penalty: 746.301147
	Iteration 49Q: 3 clusters Score -205059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -205060.765625 Penalty: 746.301147
	Iteration 50Q: 3 clusters Score -205060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -205061.859375 Penalty: 746.301147
	Iteration 51Q: 3 clusters Score -205061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -205062.453125 Penalty: 746.301147
	Iteration 52Q: 3 clusters Score -205062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -205063.296875 Penalty: 746.301147
	Iteration 53Q: 3 clusters Score -205063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -205063.546875 Penalty: 746.301147
	Iteration 54Q: 3 clusters Score -205063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -205065.015625 Penalty: 746.301147
	Iteration 55Q: 3 clusters Score -205065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -205066.875000 Penalty: 746.301147
	Iteration 56Q: 3 clusters Score -205066.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -205067.593750 Penalty: 746.301147
	Iteration 57Q: 3 clusters Score -205067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -205069.156250 Penalty: 746.301147
	Iteration 58Q: 3 clusters Score -205069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -205070.765625 Penalty: 746.301147
	Iteration 59Q: 3 clusters Score -205070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -205072.171875 Penalty: 746.301147
	Iteration 60F: 3 clusters Score -205072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -205074.484375 Penalty: 746.301147
	Iteration 61Q: 3 clusters Score -205074.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -205076.109375 Penalty: 746.301147
	Iteration 62Q: 3 clusters Score -205076.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -205077.859375 Penalty: 746.301147
	Iteration 63Q: 3 clusters Score -205077.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -205080.328125 Penalty: 746.301147
	Iteration 64Q: 3 clusters Score -205080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -205082.437500 Penalty: 746.301147
	Iteration 65Q: 3 clusters Score -205082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -205084.125000 Penalty: 746.301147
	Iteration 66Q: 3 clusters Score -205084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -205086.468750 Penalty: 746.301147
	Iteration 67Q: 3 clusters Score -205086.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -205088.265625 Penalty: 746.301147
	Iteration 68Q: 3 clusters Score -205088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -205090.500000 Penalty: 746.301147
	Iteration 69Q: 3 clusters Score -205090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -205092.015625 Penalty: 746.301147
	Iteration 70Q: 3 clusters Score -205092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -205094.390625 Penalty: 746.301147
	Iteration 71Q: 3 clusters Score -205094.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -205096.859375 Penalty: 746.301147
	Iteration 72Q: 3 clusters Score -205096.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -205099.203125 Penalty: 746.301147
	Iteration 73Q: 3 clusters Score -205099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -205103.406250 Penalty: 746.301147
	Iteration 74Q: 3 clusters Score -205103.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -205107.078125 Penalty: 746.301147
	Iteration 75Q: 3 clusters Score -205107.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -205108.406250 Penalty: 746.301147
	Iteration 76Q: 3 clusters Score -205108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -205109.171875 Penalty: 746.301147
	Iteration 77Q: 3 clusters Score -205109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -205109.343750 Penalty: 746.301147
	Iteration 78Q: 3 clusters Score -205109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -205109.343750 Penalty: 746.301147
	Iteration 79Q: 3 clusters Score -205109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -205109.578125 Penalty: 746.301147
	Iteration 80F: 3 clusters Score -205109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -205109.984375 Penalty: 746.301147
	Iteration 81Q: 3 clusters Score -205110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -205110.375000 Penalty: 746.301147
	Iteration 82Q: 3 clusters Score -205110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -205110.515625 Penalty: 746.301147
	Iteration 83Q: 3 clusters Score -205110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -205110.796875 Penalty: 746.301147
	Iteration 84Q: 3 clusters Score -205110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -205110.453125 Penalty: 746.301147
	Iteration 85Q: 3 clusters Score -205110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -205110.734375 Penalty: 746.301147
	Iteration 86Q: 3 clusters Score -205110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -205110.734375 Penalty: 746.301147
	Iteration 87F: 3 clusters Score -205110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -205009.218750 Penalty: 371.948975
	Iteration 0F: 2 clusters Score -205009.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -202527.953125 Penalty: 743.897949
	Iteration 0F: 3 clusters Score -202528 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -203382.828125 Penalty: 743.897949
	Iteration 1F: 3 clusters Score -203382.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -203474.515625 Penalty: 743.897949
	Iteration 2F: 3 clusters Score -203474.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -203560.921875 Penalty: 743.897949
	Iteration 3F: 3 clusters Score -203560.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -203645.484375 Penalty: 743.897949
	Iteration 4F: 3 clusters Score -203645.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -203732.718750 Penalty: 743.897949
	Iteration 5Q: 3 clusters Score -203732.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -203847.656250 Penalty: 743.897949
	Iteration 6Q: 3 clusters Score -203847.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -204005.328125 Penalty: 743.897949
	Iteration 7F: 3 clusters Score -204005.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -204151.968750 Penalty: 743.897949
	Iteration 8F: 3 clusters Score -204152 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -204204.125000 Penalty: 743.897949
	Iteration 9Q: 3 clusters Score -204204.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -204225.562500 Penalty: 743.897949
	Iteration 10Q: 3 clusters Score -204225.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -204240.625000 Penalty: 743.897949
	Iteration 11Q: 3 clusters Score -204240.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -204253.859375 Penalty: 743.897949
	Iteration 12Q: 3 clusters Score -204253.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -204262.015625 Penalty: 743.897949
	Iteration 13Q: 3 clusters Score -204262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -204267.843750 Penalty: 743.897949
	Iteration 14Q: 3 clusters Score -204267.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -204270.546875 Penalty: 743.897949
	Iteration 15Q: 3 clusters Score -204270.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -204271.890625 Penalty: 743.897949
	Iteration 16Q: 3 clusters Score -204271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -204273.125000 Penalty: 743.897949
	Iteration 17Q: 3 clusters Score -204273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -204273.718750 Penalty: 743.897949
	Iteration 18Q: 3 clusters Score -204273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -204274.203125 Penalty: 743.897949
	Iteration 19Q: 3 clusters Score -204274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -204273.953125 Penalty: 743.897949
	Iteration 20F: 3 clusters Score -204274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -204274.109375 Penalty: 743.897949
	Iteration 21Q: 3 clusters Score -204274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -204274.109375 Penalty: 743.897949
	Iteration 22F: 3 clusters Score -204274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Entering Unmasked Estep 
Score: -1864085.625000 Penalty: 468.803345
	Iteration 0F: 2 clusters Score -1864086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1844010.875000 Penalty: 937.606689
	Iteration 0F: 3 clusters Score -1844011 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1852687.500000 Penalty: 937.606689
	Iteration 1F: 3 clusters Score -1852688 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1853339.375000 Penalty: 937.606689
	Iteration 2Q: 3 clusters Score -1853339 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1854266.625000 Penalty: 937.606689
	Iteration 3F: 3 clusters Score -1854267 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1855608.000000 Penalty: 937.606689
	Iteration 4F: 3 clusters Score -1855608 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1857147.750000 Penalty: 937.606689
	Iteration 5F: 3 clusters Score -1857148 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1858200.625000 Penalty: 937.606689
	Iteration 6F: 3 clusters Score -1858201 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1858570.125000 Penalty: 937.606689
	Iteration 7Q: 3 clusters Score -1858570 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1858687.750000 Penalty: 937.606689
	Iteration 8Q: 3 clusters Score -1858688 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1858757.125000 Penalty: 937.606689
	Iteration 9Q: 3 clusters Score -1858757 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1858817.250000 Penalty: 937.606689
	Iteration 10Q: 3 clusters Score -1858817 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1858868.875000 Penalty: 937.606689
	Iteration 11Q: 3 clusters Score -1858869 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1858933.375000 Penalty: 937.606689
	Iteration 12Q: 3 clusters Score -1858933 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1858988.875000 Penalty: 937.606689
	Iteration 13Q: 3 clusters Score -1858989 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1859048.250000 Penalty: 937.606689
	Iteration 14Q: 3 clusters Score -1859048 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1859123.000000 Penalty: 937.606689
	Iteration 15Q: 3 clusters Score -1859123 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1859190.875000 Penalty: 937.606689
	Iteration 16Q: 3 clusters Score -1859191 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1859273.750000 Penalty: 937.606689
	Iteration 17Q: 3 clusters Score -1859274 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1859344.625000 Penalty: 937.606689
	Iteration 18Q: 3 clusters Score -1859345 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1859427.750000 Penalty: 937.606689
	Iteration 19Q: 3 clusters Score -1859428 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1859480.250000 Penalty: 937.606689
	Iteration 20F: 3 clusters Score -1859480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1859530.375000 Penalty: 937.606689
	Iteration 21Q: 3 clusters Score -1859530 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1859587.500000 Penalty: 937.606689
	Iteration 22Q: 3 clusters Score -1859588 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1859632.375000 Penalty: 937.606689
	Iteration 23Q: 3 clusters Score -1859632 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1859676.375000 Penalty: 937.606689
	Iteration 24Q: 3 clusters Score -1859676 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1859749.875000 Penalty: 937.606689
	Iteration 25Q: 3 clusters Score -1859750 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1859800.125000 Penalty: 937.606689
	Iteration 26Q: 3 clusters Score -1859800 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1859857.000000 Penalty: 937.606689
	Iteration 27Q: 3 clusters Score -1859857 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1859918.625000 Penalty: 937.606689
	Iteration 28Q: 3 clusters Score -1859919 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1859984.125000 Penalty: 937.606689
	Iteration 29Q: 3 clusters Score -1859984 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1860051.125000 Penalty: 937.606689
	Iteration 30Q: 3 clusters Score -1860051 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1860128.250000 Penalty: 937.606689
	Iteration 31Q: 3 clusters Score -1860128 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1860211.500000 Penalty: 937.606689
	Iteration 32Q: 3 clusters Score -1860212 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1860271.375000 Penalty: 937.606689
	Iteration 33Q: 3 clusters Score -1860271 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1860344.000000 Penalty: 937.606689
	Iteration 34Q: 3 clusters Score -1860344 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1860398.750000 Penalty: 937.606689
	Iteration 35Q: 3 clusters Score -1860399 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1860459.500000 Penalty: 937.606689
	Iteration 36Q: 3 clusters Score -1860460 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1860530.375000 Penalty: 937.606689
	Iteration 37Q: 3 clusters Score -1860530 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1860585.500000 Penalty: 937.606689
	Iteration 38Q: 3 clusters Score -1860586 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1860629.875000 Penalty: 937.606689
	Iteration 39Q: 3 clusters Score -1860630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1860679.500000 Penalty: 937.606689
	Iteration 40F: 3 clusters Score -1860680 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1860720.875000 Penalty: 937.606689
	Iteration 41Q: 3 clusters Score -1860721 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1860768.750000 Penalty: 937.606689
	Iteration 42Q: 3 clusters Score -1860769 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1860829.500000 Penalty: 937.606689
	Iteration 43Q: 3 clusters Score -1860830 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1860916.875000 Penalty: 937.606689
	Iteration 44Q: 3 clusters Score -1860917 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1860993.625000 Penalty: 937.606689
	Iteration 45Q: 3 clusters Score -1860994 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1861074.250000 Penalty: 937.606689
	Iteration 46Q: 3 clusters Score -1861074 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1861159.875000 Penalty: 937.606689
	Iteration 47Q: 3 clusters Score -1861160 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1861242.625000 Penalty: 937.606689
	Iteration 48Q: 3 clusters Score -1861243 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1861323.625000 Penalty: 937.606689
	Iteration 49Q: 3 clusters Score -1861324 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1861401.000000 Penalty: 937.606689
	Iteration 50Q: 3 clusters Score -1861401 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1861485.875000 Penalty: 937.606689
	Iteration 51Q: 3 clusters Score -1861486 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1861588.125000 Penalty: 937.606689
	Iteration 52Q: 3 clusters Score -1861588 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1861672.250000 Penalty: 937.606689
	Iteration 53Q: 3 clusters Score -1861672 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1861756.250000 Penalty: 937.606689
	Iteration 54Q: 3 clusters Score -1861756 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1861845.750000 Penalty: 937.606689
	Iteration 55Q: 3 clusters Score -1861846 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1861935.250000 Penalty: 937.606689
	Iteration 56Q: 3 clusters Score -1861935 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1862012.000000 Penalty: 937.606689
	Iteration 57Q: 3 clusters Score -1862012 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1862088.000000 Penalty: 937.606689
	Iteration 58Q: 3 clusters Score -1862088 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1862172.250000 Penalty: 937.606689
	Iteration 59Q: 3 clusters Score -1862172 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1862251.125000 Penalty: 937.606689
	Iteration 60F: 3 clusters Score -1862251 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1862326.750000 Penalty: 937.606689
	Iteration 61Q: 3 clusters Score -1862327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1862396.000000 Penalty: 937.606689
	Iteration 62Q: 3 clusters Score -1862396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1862456.875000 Penalty: 937.606689
	Iteration 63Q: 3 clusters Score -1862457 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1862518.500000 Penalty: 937.606689
	Iteration 64Q: 3 clusters Score -1862518 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1862593.000000 Penalty: 937.606689
	Iteration 65Q: 3 clusters Score -1862593 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1862671.875000 Penalty: 937.606689
	Iteration 66Q: 3 clusters Score -1862672 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1862757.375000 Penalty: 937.606689
	Iteration 67Q: 3 clusters Score -1862757 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1862830.000000 Penalty: 937.606689
	Iteration 68Q: 3 clusters Score -1862830 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1862915.250000 Penalty: 937.606689
	Iteration 69Q: 3 clusters Score -1862915 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1862980.750000 Penalty: 937.606689
	Iteration 70Q: 3 clusters Score -1862981 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1863043.750000 Penalty: 937.606689
	Iteration 71Q: 3 clusters Score -1863044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1863118.000000 Penalty: 937.606689
	Iteration 72Q: 3 clusters Score -1863118 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1863195.125000 Penalty: 937.606689
	Iteration 73Q: 3 clusters Score -1863195 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1863263.875000 Penalty: 937.606689
	Iteration 74Q: 3 clusters Score -1863264 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1863321.000000 Penalty: 937.606689
	Iteration 75Q: 3 clusters Score -1863321 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1863357.875000 Penalty: 937.606689
	Iteration 76Q: 3 clusters Score -1863358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1863385.375000 Penalty: 937.606689
	Iteration 77Q: 3 clusters Score -1863385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1863431.125000 Penalty: 937.606689
	Iteration 78Q: 3 clusters Score -1863431 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1863463.625000 Penalty: 937.606689
	Iteration 79Q: 3 clusters Score -1863464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1863496.750000 Penalty: 937.606689
	Iteration 80F: 3 clusters Score -1863497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1863525.125000 Penalty: 937.606689
	Iteration 81Q: 3 clusters Score -1863525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1863550.875000 Penalty: 937.606689
	Iteration 82Q: 3 clusters Score -1863551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1863574.875000 Penalty: 937.606689
	Iteration 83Q: 3 clusters Score -1863575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1863599.125000 Penalty: 937.606689
	Iteration 84Q: 3 clusters Score -1863599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1863609.750000 Penalty: 937.606689
	Iteration 85Q: 3 clusters Score -1863610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1863617.125000 Penalty: 937.606689
	Iteration 86Q: 3 clusters Score -1863617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1863629.750000 Penalty: 937.606689
	Iteration 87Q: 3 clusters Score -1863630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1863640.500000 Penalty: 937.606689
	Iteration 88Q: 3 clusters Score -1863640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1863647.500000 Penalty: 937.606689
	Iteration 89Q: 3 clusters Score -1863648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1863649.250000 Penalty: 937.606689
	Iteration 90Q: 3 clusters Score -1863649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1863655.375000 Penalty: 937.606689
	Iteration 91Q: 3 clusters Score -1863655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1863659.125000 Penalty: 937.606689
	Iteration 92Q: 3 clusters Score -1863659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1863661.500000 Penalty: 937.606689
	Iteration 93Q: 3 clusters Score -1863662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1863666.000000 Penalty: 937.606689
	Iteration 94Q: 3 clusters Score -1863666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1863666.875000 Penalty: 937.606689
	Iteration 95Q: 3 clusters Score -1863667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1863668.500000 Penalty: 937.606689
	Iteration 96Q: 3 clusters Score -1863668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1863671.000000 Penalty: 937.606689
	Iteration 97Q: 3 clusters Score -1863671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1863673.625000 Penalty: 937.606689
	Iteration 98Q: 3 clusters Score -1863674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1863675.250000 Penalty: 937.606689
	Iteration 99Q: 3 clusters Score -1863675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1863677.625000 Penalty: 937.606689
	Iteration 100F: 3 clusters Score -1863678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1863677.500000 Penalty: 937.606689
	Iteration 101Q: 3 clusters Score -1863678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1863678.000000 Penalty: 937.606689
	Iteration 102Q: 3 clusters Score -1863678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1863677.500000 Penalty: 937.606689
	Iteration 103Q: 3 clusters Score -1863678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1863678.375000 Penalty: 937.606689
	Iteration 104Q: 3 clusters Score -1863678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1863680.625000 Penalty: 937.606689
	Iteration 105Q: 3 clusters Score -1863681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1863681.500000 Penalty: 937.606689
	Iteration 106Q: 3 clusters Score -1863682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1863681.500000 Penalty: 937.606689
	Iteration 107Q: 3 clusters Score -1863682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1863680.500000 Penalty: 937.606689
	Iteration 108Q: 3 clusters Score -1863680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1863680.500000 Penalty: 937.606689
	Iteration 109F: 3 clusters Score -1863680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11042.438477 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11042.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10744.108398 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10744.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10799.119141 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10799.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10826.003906 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10838.115234 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -10838.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10850.606445 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10850.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10873.118164 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10873.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10886.622070 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10886.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10904.695312 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10932.469727 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -10932.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10941.242188 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -10941.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10953.300781 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -10953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10969.205078 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -10969.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -10981.558594 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -10981.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -10992.799805 Penalty: 485.277405
	Iteration 13Q: 3 clusters Score -10992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -11000.318359 Penalty: 485.277405
	Iteration 14Q: 3 clusters Score -11000.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11004.390625 Penalty: 485.277405
	Iteration 15Q: 3 clusters Score -11004.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11007.277344 Penalty: 485.277405
	Iteration 16Q: 3 clusters Score -11007.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11008.113281 Penalty: 485.277405
	Iteration 17Q: 3 clusters Score -11008.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11009.683594 Penalty: 485.277405
	Iteration 18Q: 3 clusters Score -11009.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11009.683594 Penalty: 485.277405
	Iteration 19F: 3 clusters Score -11009.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2191.025635 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2191.026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2213.751221 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2213.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2221.166504 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2221.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2221.166504 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2221.167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Entering Unmasked Estep 
Score: -2060430.625000 Penalty: 478.603302
	Iteration 0F: 2 clusters Score -2060431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2035656.500000 Penalty: 957.206604
	Iteration 0F: 3 clusters Score -2035656 nChanged 17664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2045831.500000 Penalty: 957.206604
	Iteration 1F: 3 clusters Score -2045832 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2046451.375000 Penalty: 957.206604
	Iteration 2Q: 3 clusters Score -2046451 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2047274.750000 Penalty: 957.206604
	Iteration 3F: 3 clusters Score -2047275 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2048356.125000 Penalty: 957.206604
	Iteration 4F: 3 clusters Score -2048356 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -2049813.750000 Penalty: 957.206604
	Iteration 5F: 3 clusters Score -2049814 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -2051714.000000 Penalty: 957.206604
	Iteration 6F: 3 clusters Score -2051714 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -2053818.750000 Penalty: 957.206604
	Iteration 7F: 3 clusters Score -2053819 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -2055983.125000 Penalty: 957.206604
	Iteration 8F: 3 clusters Score -2055983 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -2057777.250000 Penalty: 957.206604
	Iteration 9F: 3 clusters Score -2057777 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -2059024.875000 Penalty: 957.206604
	Iteration 10Q: 3 clusters Score -2059025 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -2059612.750000 Penalty: 957.206604
	Iteration 11Q: 3 clusters Score -2059613 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -2059875.875000 Penalty: 957.206604
	Iteration 12Q: 3 clusters Score -2059876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -2059995.500000 Penalty: 957.206604
	Iteration 13Q: 3 clusters Score -2059996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -2060070.875000 Penalty: 957.206604
	Iteration 14Q: 3 clusters Score -2060071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -2060105.000000 Penalty: 957.206604
	Iteration 15Q: 3 clusters Score -2060105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -2060127.875000 Penalty: 957.206604
	Iteration 16Q: 3 clusters Score -2060128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -2060142.250000 Penalty: 957.206604
	Iteration 17Q: 3 clusters Score -2060142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -2060150.000000 Penalty: 957.206604
	Iteration 18Q: 3 clusters Score -2060150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -2060156.250000 Penalty: 957.206604
	Iteration 19Q: 3 clusters Score -2060156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -2060161.750000 Penalty: 957.206604
	Iteration 20F: 3 clusters Score -2060162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -2060165.375000 Penalty: 957.206604
	Iteration 21Q: 3 clusters Score -2060165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -2060166.375000 Penalty: 957.206604
	Iteration 22Q: 3 clusters Score -2060166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -2060168.000000 Penalty: 957.206604
	Iteration 23Q: 3 clusters Score -2060168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -2060167.875000 Penalty: 957.206604
	Iteration 24Q: 3 clusters Score -2060168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -2060170.375000 Penalty: 957.206604
	Iteration 25Q: 3 clusters Score -2060170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -2060169.500000 Penalty: 957.206604
	Iteration 26Q: 3 clusters Score -2060170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -2060172.750000 Penalty: 957.206604
	Iteration 27Q: 3 clusters Score -2060173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -2060172.125000 Penalty: 957.206604
	Iteration 28Q: 3 clusters Score -2060172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -2060174.250000 Penalty: 957.206604
	Iteration 29Q: 3 clusters Score -2060174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -2060175.500000 Penalty: 957.206604
	Iteration 30Q: 3 clusters Score -2060176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -2060179.125000 Penalty: 957.206604
	Iteration 31Q: 3 clusters Score -2060179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -2060182.000000 Penalty: 957.206604
	Iteration 32Q: 3 clusters Score -2060182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -2060186.000000 Penalty: 957.206604
	Iteration 33Q: 3 clusters Score -2060186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -2060190.250000 Penalty: 957.206604
	Iteration 34Q: 3 clusters Score -2060190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -2060188.750000 Penalty: 957.206604
	Iteration 35Q: 3 clusters Score -2060189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -2060188.500000 Penalty: 957.206604
	Iteration 36Q: 3 clusters Score -2060188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -2060188.500000 Penalty: 957.206604
	Iteration 37F: 3 clusters Score -2060188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -501713.906250 Penalty: 412.419159
	Iteration 0F: 2 clusters Score -501713.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -495945.218750 Penalty: 824.838318
	Iteration 0F: 3 clusters Score -495945.2 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -498203.375000 Penalty: 824.838318
	Iteration 1F: 3 clusters Score -498203.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -498370.437500 Penalty: 824.838318
	Iteration 2Q: 3 clusters Score -498370.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -498595.218750 Penalty: 824.838318
	Iteration 3F: 3 clusters Score -498595.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -498853.125000 Penalty: 824.838318
	Iteration 4Q: 3 clusters Score -498853.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -499171.093750 Penalty: 824.838318
	Iteration 5F: 3 clusters Score -499171.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -499533.406250 Penalty: 824.838318
	Iteration 6F: 3 clusters Score -499533.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -499933.343750 Penalty: 824.838318
	Iteration 7F: 3 clusters Score -499933.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -500254.343750 Penalty: 824.838318
	Iteration 8Q: 3 clusters Score -500254.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -500435.218750 Penalty: 824.838318
	Iteration 9Q: 3 clusters Score -500435.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -500554.156250 Penalty: 824.838318
	Iteration 10Q: 3 clusters Score -500554.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -500648.093750 Penalty: 824.838318
	Iteration 11Q: 3 clusters Score -500648.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -500727.437500 Penalty: 824.838318
	Iteration 12Q: 3 clusters Score -500727.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -500793.906250 Penalty: 824.838318
	Iteration 13Q: 3 clusters Score -500793.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -500853.343750 Penalty: 824.838318
	Iteration 14Q: 3 clusters Score -500853.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -500906.500000 Penalty: 824.838318
	Iteration 15Q: 3 clusters Score -500906.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -500952.937500 Penalty: 824.838318
	Iteration 16Q: 3 clusters Score -500952.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -500996.125000 Penalty: 824.838318
	Iteration 17Q: 3 clusters Score -500996.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -501038.281250 Penalty: 824.838318
	Iteration 18Q: 3 clusters Score -501038.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -501074.843750 Penalty: 824.838318
	Iteration 19Q: 3 clusters Score -501074.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -501116.093750 Penalty: 824.838318
	Iteration 20F: 3 clusters Score -501116.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -501150.406250 Penalty: 824.838318
	Iteration 21Q: 3 clusters Score -501150.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -501175.750000 Penalty: 824.838318
	Iteration 22Q: 3 clusters Score -501175.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -501198.843750 Penalty: 824.838318
	Iteration 23Q: 3 clusters Score -501198.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -501227.906250 Penalty: 824.838318
	Iteration 24Q: 3 clusters Score -501227.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -501254.812500 Penalty: 824.838318
	Iteration 25Q: 3 clusters Score -501254.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -501274.218750 Penalty: 824.838318
	Iteration 26Q: 3 clusters Score -501274.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -501288.250000 Penalty: 824.838318
	Iteration 27Q: 3 clusters Score -501288.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -501303.468750 Penalty: 824.838318
	Iteration 28Q: 3 clusters Score -501303.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -501310.031250 Penalty: 824.838318
	Iteration 29Q: 3 clusters Score -501310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -501316.218750 Penalty: 824.838318
	Iteration 30Q: 3 clusters Score -501316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -501319.437500 Penalty: 824.838318
	Iteration 31Q: 3 clusters Score -501319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -501321.000000 Penalty: 824.838318
	Iteration 32Q: 3 clusters Score -501321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -501323.843750 Penalty: 824.838318
	Iteration 33Q: 3 clusters Score -501323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -501325.281250 Penalty: 824.838318
	Iteration 34Q: 3 clusters Score -501325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -501328.406250 Penalty: 824.838318
	Iteration 35Q: 3 clusters Score -501328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -501331.750000 Penalty: 824.838318
	Iteration 36Q: 3 clusters Score -501331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -501334.687500 Penalty: 824.838318
	Iteration 37Q: 3 clusters Score -501334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -501337.468750 Penalty: 824.838318
	Iteration 38Q: 3 clusters Score -501337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -501341.218750 Penalty: 824.838318
	Iteration 39Q: 3 clusters Score -501341.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -501342.843750 Penalty: 824.838318
	Iteration 40F: 3 clusters Score -501342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -501342.968750 Penalty: 824.838318
	Iteration 41Q: 3 clusters Score -501343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -501345.156250 Penalty: 824.838318
	Iteration 42Q: 3 clusters Score -501345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -501346.093750 Penalty: 824.838318
	Iteration 43Q: 3 clusters Score -501346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -501346.875000 Penalty: 824.838318
	Iteration 44Q: 3 clusters Score -501346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -501347.562500 Penalty: 824.838318
	Iteration 45Q: 3 clusters Score -501347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -501348.968750 Penalty: 824.838318
	Iteration 46Q: 3 clusters Score -501349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -501348.812500 Penalty: 824.838318
	Iteration 47Q: 3 clusters Score -501348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -501350.218750 Penalty: 824.838318
	Iteration 48Q: 3 clusters Score -501350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -501350.218750 Penalty: 824.838318
	Iteration 49F: 3 clusters Score -501350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13431.791992 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13431.79 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 133 members 
Entering Unmasked Estep 
Score: -13092.473633 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -13092.47 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13157.263672 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -13157.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13178.364258 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -13178.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13189.797852 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -13189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13205.259766 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -13205.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13219.679688 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -13219.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13236.876953 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -13236.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13244.941406 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -13244.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13249.541016 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -13249.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13254.425781 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -13254.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13258.031250 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -13258.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13262.828125 Penalty: 504.965912
	Iteration 11Q: 3 clusters Score -13262.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13265.743164 Penalty: 504.965912
	Iteration 12Q: 3 clusters Score -13265.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13268.440430 Penalty: 504.965912
	Iteration 13Q: 3 clusters Score -13268.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13269.255859 Penalty: 504.965912
	Iteration 14Q: 3 clusters Score -13269.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13269.255859 Penalty: 504.965912
	Iteration 15F: 3 clusters Score -13269.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -308505.437500 Penalty: 392.875244
	Iteration 0F: 2 clusters Score -308505.4 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 2836 members 
Entering Unmasked Estep 
Score: -304786.468750 Penalty: 785.750488
	Iteration 0F: 3 clusters Score -304786.5 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -306188.750000 Penalty: 785.750488
	Iteration 1F: 3 clusters Score -306188.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -306319.812500 Penalty: 785.750488
	Iteration 2F: 3 clusters Score -306319.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -306477.062500 Penalty: 785.750488
	Iteration 3F: 3 clusters Score -306477.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -306689.218750 Penalty: 785.750488
	Iteration 4F: 3 clusters Score -306689.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -306933.187500 Penalty: 785.750488
	Iteration 5F: 3 clusters Score -306933.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -307171.750000 Penalty: 785.750488
	Iteration 6F: 3 clusters Score -307171.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -307374.250000 Penalty: 785.750488
	Iteration 7F: 3 clusters Score -307374.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -307493.156250 Penalty: 785.750488
	Iteration 8Q: 3 clusters Score -307493.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -307566.406250 Penalty: 785.750488
	Iteration 9Q: 3 clusters Score -307566.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -307604.968750 Penalty: 785.750488
	Iteration 10Q: 3 clusters Score -307605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -307632.968750 Penalty: 785.750488
	Iteration 11Q: 3 clusters Score -307633 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -307655.531250 Penalty: 785.750488
	Iteration 12Q: 3 clusters Score -307655.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -307669.656250 Penalty: 785.750488
	Iteration 13Q: 3 clusters Score -307669.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -307684.062500 Penalty: 785.750488
	Iteration 14Q: 3 clusters Score -307684.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -307700.500000 Penalty: 785.750488
	Iteration 15Q: 3 clusters Score -307700.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -307717.218750 Penalty: 785.750488
	Iteration 16Q: 3 clusters Score -307717.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -307736.625000 Penalty: 785.750488
	Iteration 17Q: 3 clusters Score -307736.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -307756.500000 Penalty: 785.750488
	Iteration 18Q: 3 clusters Score -307756.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -307772.843750 Penalty: 785.750488
	Iteration 19Q: 3 clusters Score -307772.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -307787.937500 Penalty: 785.750488
	Iteration 20F: 3 clusters Score -307787.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -307811.343750 Penalty: 785.750488
	Iteration 21Q: 3 clusters Score -307811.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -307828.750000 Penalty: 785.750488
	Iteration 22Q: 3 clusters Score -307828.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -307842.843750 Penalty: 785.750488
	Iteration 23Q: 3 clusters Score -307842.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -307855.406250 Penalty: 785.750488
	Iteration 24Q: 3 clusters Score -307855.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -307868.968750 Penalty: 785.750488
	Iteration 25Q: 3 clusters Score -307869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -307875.718750 Penalty: 785.750488
	Iteration 26Q: 3 clusters Score -307875.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -307878.250000 Penalty: 785.750488
	Iteration 27Q: 3 clusters Score -307878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -307880.531250 Penalty: 785.750488
	Iteration 28Q: 3 clusters Score -307880.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -307883.843750 Penalty: 785.750488
	Iteration 29Q: 3 clusters Score -307883.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -307887.031250 Penalty: 785.750488
	Iteration 30Q: 3 clusters Score -307887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -307891.406250 Penalty: 785.750488
	Iteration 31Q: 3 clusters Score -307891.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -307893.343750 Penalty: 785.750488
	Iteration 32Q: 3 clusters Score -307893.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -307896.281250 Penalty: 785.750488
	Iteration 33Q: 3 clusters Score -307896.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -307899.750000 Penalty: 785.750488
	Iteration 34Q: 3 clusters Score -307899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -307904.968750 Penalty: 785.750488
	Iteration 35Q: 3 clusters Score -307905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -307912.968750 Penalty: 785.750488
	Iteration 36Q: 3 clusters Score -307913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -307919.812500 Penalty: 785.750488
	Iteration 37Q: 3 clusters Score -307919.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -307927.468750 Penalty: 785.750488
	Iteration 38Q: 3 clusters Score -307927.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -307936.718750 Penalty: 785.750488
	Iteration 39Q: 3 clusters Score -307936.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -307943.625000 Penalty: 785.750488
	Iteration 40F: 3 clusters Score -307943.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -307953.281250 Penalty: 785.750488
	Iteration 41Q: 3 clusters Score -307953.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -307960.343750 Penalty: 785.750488
	Iteration 42Q: 3 clusters Score -307960.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -307968.125000 Penalty: 785.750488
	Iteration 43Q: 3 clusters Score -307968.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -307972.937500 Penalty: 785.750488
	Iteration 44Q: 3 clusters Score -307972.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -307978.187500 Penalty: 785.750488
	Iteration 45Q: 3 clusters Score -307978.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -307982.000000 Penalty: 785.750488
	Iteration 46Q: 3 clusters Score -307982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -307985.500000 Penalty: 785.750488
	Iteration 47Q: 3 clusters Score -307985.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -307989.875000 Penalty: 785.750488
	Iteration 48Q: 3 clusters Score -307989.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -307994.218750 Penalty: 785.750488
	Iteration 49Q: 3 clusters Score -307994.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -307998.062500 Penalty: 785.750488
	Iteration 50Q: 3 clusters Score -307998.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -308001.781250 Penalty: 785.750488
	Iteration 51Q: 3 clusters Score -308001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -308005.406250 Penalty: 785.750488
	Iteration 52Q: 3 clusters Score -308005.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -308009.656250 Penalty: 785.750488
	Iteration 53Q: 3 clusters Score -308009.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -308012.593750 Penalty: 785.750488
	Iteration 54Q: 3 clusters Score -308012.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -308015.125000 Penalty: 785.750488
	Iteration 55Q: 3 clusters Score -308015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -308016.843750 Penalty: 785.750488
	Iteration 56Q: 3 clusters Score -308016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -308019.906250 Penalty: 785.750488
	Iteration 57Q: 3 clusters Score -308019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -308023.062500 Penalty: 785.750488
	Iteration 58Q: 3 clusters Score -308023.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -308023.593750 Penalty: 785.750488
	Iteration 59Q: 3 clusters Score -308023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -308025.625000 Penalty: 785.750488
	Iteration 60F: 3 clusters Score -308025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -308028.687500 Penalty: 785.750488
	Iteration 61Q: 3 clusters Score -308028.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -308030.125000 Penalty: 785.750488
	Iteration 62Q: 3 clusters Score -308030.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -308032.656250 Penalty: 785.750488
	Iteration 63Q: 3 clusters Score -308032.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -308036.406250 Penalty: 785.750488
	Iteration 64Q: 3 clusters Score -308036.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -308039.593750 Penalty: 785.750488
	Iteration 65Q: 3 clusters Score -308039.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -308043.312500 Penalty: 785.750488
	Iteration 66Q: 3 clusters Score -308043.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -308046.156250 Penalty: 785.750488
	Iteration 67Q: 3 clusters Score -308046.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -308049.000000 Penalty: 785.750488
	Iteration 68Q: 3 clusters Score -308049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -308051.875000 Penalty: 785.750488
	Iteration 69Q: 3 clusters Score -308051.9 nChanged 14
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: -308054.718750 Penalty: 785.750488
	Iteration 70Q: 3 clusters Score -308054.7 nChanged 9
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: -308056.468750 Penalty: 785.750488
	Iteration 71Q: 3 clusters Score -308056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -308057.312500 Penalty: 785.750488
	Iteration 72Q: 3 clusters Score -308057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -308057.406250 Penalty: 785.750488
	Iteration 73Q: 3 clusters Score -308057.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -308058.875000 Penalty: 785.750488
	Iteration 74Q: 3 clusters Score -308058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -308059.343750 Penalty: 785.750488
	Iteration 75Q: 3 clusters Score -308059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -308061.031250 Penalty: 785.750488
	Iteration 76Q: 3 clusters Score -308061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -308061.312500 Penalty: 785.750488
	Iteration 77Q: 3 clusters Score -308061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -308063.125000 Penalty: 785.750488
	Iteration 78Q: 3 clusters Score -308063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -308063.093750 Penalty: 785.750488
	Iteration 79Q: 3 clusters Score -308063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -308064.687500 Penalty: 785.750488
	Iteration 80F: 3 clusters Score -308064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -308066.781250 Penalty: 785.750488
	Iteration 81Q: 3 clusters Score -308066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -308069.781250 Penalty: 785.750488
	Iteration 82Q: 3 clusters Score -308069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -308074.187500 Penalty: 785.750488
	Iteration 83Q: 3 clusters Score -308074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -308076.625000 Penalty: 785.750488
	Iteration 84Q: 3 clusters Score -308076.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -308079.125000 Penalty: 785.750488
	Iteration 85Q: 3 clusters Score -308079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -308081.625000 Penalty: 785.750488
	Iteration 86Q: 3 clusters Score -308081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -308082.281250 Penalty: 785.750488
	Iteration 87Q: 3 clusters Score -308082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -308083.531250 Penalty: 785.750488
	Iteration 88Q: 3 clusters Score -308083.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -308086.062500 Penalty: 785.750488
	Iteration 89Q: 3 clusters Score -308086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -308087.750000 Penalty: 785.750488
	Iteration 90Q: 3 clusters Score -308087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -308089.593750 Penalty: 785.750488
	Iteration 91Q: 3 clusters Score -308089.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -308092.093750 Penalty: 785.750488
	Iteration 92Q: 3 clusters Score -308092.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -308094.375000 Penalty: 785.750488
	Iteration 93Q: 3 clusters Score -308094.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -308098.250000 Penalty: 785.750488
	Iteration 94Q: 3 clusters Score -308098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -308104.437500 Penalty: 785.750488
	Iteration 95Q: 3 clusters Score -308104.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -308109.593750 Penalty: 785.750488
	Iteration 96Q: 3 clusters Score -308109.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -308114.218750 Penalty: 785.750488
	Iteration 97Q: 3 clusters Score -308114.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -308119.062500 Penalty: 785.750488
	Iteration 98Q: 3 clusters Score -308119.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -308126.593750 Penalty: 785.750488
	Iteration 99Q: 3 clusters Score -308126.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -308134.750000 Penalty: 785.750488
	Iteration 100F: 3 clusters Score -308134.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -308141.062500 Penalty: 785.750488
	Iteration 101Q: 3 clusters Score -308141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -308147.343750 Penalty: 785.750488
	Iteration 102Q: 3 clusters Score -308147.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -308152.593750 Penalty: 785.750488
	Iteration 103Q: 3 clusters Score -308152.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -308158.125000 Penalty: 785.750488
	Iteration 104Q: 3 clusters Score -308158.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -308162.031250 Penalty: 785.750488
	Iteration 105Q: 3 clusters Score -308162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -308164.625000 Penalty: 785.750488
	Iteration 106Q: 3 clusters Score -308164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -308168.812500 Penalty: 785.750488
	Iteration 107Q: 3 clusters Score -308168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -308171.437500 Penalty: 785.750488
	Iteration 108Q: 3 clusters Score -308171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -308171.718750 Penalty: 785.750488
	Iteration 109Q: 3 clusters Score -308171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -308173.343750 Penalty: 785.750488
	Iteration 110Q: 3 clusters Score -308173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -308175.656250 Penalty: 785.750488
	Iteration 111Q: 3 clusters Score -308175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -308178.218750 Penalty: 785.750488
	Iteration 112Q: 3 clusters Score -308178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -308179.437500 Penalty: 785.750488
	Iteration 113Q: 3 clusters Score -308179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -308179.812500 Penalty: 785.750488
	Iteration 114Q: 3 clusters Score -308179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -308180.000000 Penalty: 785.750488
	Iteration 115Q: 3 clusters Score -308180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -308180.406250 Penalty: 785.750488
	Iteration 116Q: 3 clusters Score -308180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -308180.406250 Penalty: 785.750488
	Iteration 117F: 3 clusters Score -308180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -181665.000000 Penalty: 370.424133
	Iteration 0F: 2 clusters Score -181665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -179295.421875 Penalty: 740.848267
	Iteration 0F: 3 clusters Score -179295.4 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -180187.687500 Penalty: 740.848267
	Iteration 1F: 3 clusters Score -180187.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -180373.062500 Penalty: 740.848267
	Iteration 2F: 3 clusters Score -180373.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -180566.109375 Penalty: 740.848267
	Iteration 3F: 3 clusters Score -180566.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -180753.968750 Penalty: 740.848267
	Iteration 4F: 3 clusters Score -180754 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180943.625000 Penalty: 740.848267
	Iteration 5F: 3 clusters Score -180943.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -181109.156250 Penalty: 740.848267
	Iteration 6F: 3 clusters Score -181109.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181234.843750 Penalty: 740.848267
	Iteration 7Q: 3 clusters Score -181234.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -181307.203125 Penalty: 740.848267
	Iteration 8Q: 3 clusters Score -181307.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -181347.250000 Penalty: 740.848267
	Iteration 9Q: 3 clusters Score -181347.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -181372.625000 Penalty: 740.848267
	Iteration 10Q: 3 clusters Score -181372.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -181388.078125 Penalty: 740.848267
	Iteration 11Q: 3 clusters Score -181388.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -181398.312500 Penalty: 740.848267
	Iteration 12Q: 3 clusters Score -181398.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -181404.968750 Penalty: 740.848267
	Iteration 13Q: 3 clusters Score -181405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -181409.562500 Penalty: 740.848267
	Iteration 14Q: 3 clusters Score -181409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -181412.031250 Penalty: 740.848267
	Iteration 15Q: 3 clusters Score -181412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -181412.562500 Penalty: 740.848267
	Iteration 16Q: 3 clusters Score -181412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -181413.406250 Penalty: 740.848267
	Iteration 17Q: 3 clusters Score -181413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -181413.984375 Penalty: 740.848267
	Iteration 18Q: 3 clusters Score -181414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -181416.234375 Penalty: 740.848267
	Iteration 19Q: 3 clusters Score -181416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -181418.390625 Penalty: 740.848267
	Iteration 20F: 3 clusters Score -181418.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -181421.328125 Penalty: 740.848267
	Iteration 21Q: 3 clusters Score -181421.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -181423.328125 Penalty: 740.848267
	Iteration 22Q: 3 clusters Score -181423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -181424.703125 Penalty: 740.848267
	Iteration 23Q: 3 clusters Score -181424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -181426.203125 Penalty: 740.848267
	Iteration 24Q: 3 clusters Score -181426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -181426.203125 Penalty: 740.848267
	Iteration 25F: 3 clusters Score -181426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -113866.765625 Penalty: 350.260315
	Iteration 0F: 2 clusters Score -113866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -112283.156250 Penalty: 700.520630
	Iteration 0F: 3 clusters Score -112283.2 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -112846.617188 Penalty: 700.520630
	Iteration 1F: 3 clusters Score -112846.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -113000.843750 Penalty: 700.520630
	Iteration 2F: 3 clusters Score -113000.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -113117.007812 Penalty: 700.520630
	Iteration 3F: 3 clusters Score -113117 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -113225.671875 Penalty: 700.520630
	Iteration 4F: 3 clusters Score -113225.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -113334.867188 Penalty: 700.520630
	Iteration 5F: 3 clusters Score -113334.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -113443.757812 Penalty: 700.520630
	Iteration 6F: 3 clusters Score -113443.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -113507.398438 Penalty: 700.520630
	Iteration 7Q: 3 clusters Score -113507.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -113549.687500 Penalty: 700.520630
	Iteration 8Q: 3 clusters Score -113549.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -113581.148438 Penalty: 700.520630
	Iteration 9Q: 3 clusters Score -113581.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -113600.968750 Penalty: 700.520630
	Iteration 10Q: 3 clusters Score -113601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -113614.976562 Penalty: 700.520630
	Iteration 11Q: 3 clusters Score -113615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -113625.804688 Penalty: 700.520630
	Iteration 12Q: 3 clusters Score -113625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -113629.351562 Penalty: 700.520630
	Iteration 13Q: 3 clusters Score -113629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -113630.968750 Penalty: 700.520630
	Iteration 14Q: 3 clusters Score -113631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -113634.562500 Penalty: 700.520630
	Iteration 15Q: 3 clusters Score -113634.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -113636.695312 Penalty: 700.520630
	Iteration 16Q: 3 clusters Score -113636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -113638.835938 Penalty: 700.520630
	Iteration 17Q: 3 clusters Score -113638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -113640.773438 Penalty: 700.520630
	Iteration 18Q: 3 clusters Score -113640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -113642.351562 Penalty: 700.520630
	Iteration 19Q: 3 clusters Score -113642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -113643.523438 Penalty: 700.520630
	Iteration 20F: 3 clusters Score -113643.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -113645.500000 Penalty: 700.520630
	Iteration 21Q: 3 clusters Score -113645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -113645.773438 Penalty: 700.520630
	Iteration 22Q: 3 clusters Score -113645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -113645.718750 Penalty: 700.520630
	Iteration 23Q: 3 clusters Score -113645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -113646.054688 Penalty: 700.520630
	Iteration 24Q: 3 clusters Score -113646.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -113646.054688 Penalty: 700.520630
	Iteration 25F: 3 clusters Score -113646.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2910.901367 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2910.901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2759.477051 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2759.477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2776.919922 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2776.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2783.119385 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2783.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2784.866943 Penalty: 362.997559
	Iteration 3Q: 3 clusters Score -2784.867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2784.866943 Penalty: 362.997559
	Iteration 4F: 3 clusters Score -2784.867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7353.355469 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7353.355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7401.125000 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7401.125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7411.193848 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7411.194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7422.670898 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7422.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7435.419434 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7435.419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7437.046875 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7437.047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7437.768555 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7437.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7437.768555 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -7437.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -33806.007812 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -33806.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33252.992188 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -33252.99 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33367.703125 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -33367.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33396.625000 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -33396.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33410.664062 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -33410.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33418.671875 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -33418.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33424.687500 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -33424.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33430.046875 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -33430.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33432.742188 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -33432.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33434.812500 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -33434.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33435.566406 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -33435.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33435.699219 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -33435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33436.203125 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -33436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33436.738281 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -33436.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33437.000000 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -33437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33437.187500 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -33437.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33437.187500 Penalty: 582.120605
	Iteration 15F: 3 clusters Score -33437.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (98809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Entering Unmasked Estep 
Score: -5927206.500000 Penalty: 523.292969
	Iteration 0F: 2 clusters Score -5927206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -5861265.000000 Penalty: 1046.585938
	Iteration 0F: 3 clusters Score -5861265 nChanged 48217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -5891432.500000 Penalty: 1046.585938
	Iteration 1F: 3 clusters Score -5891432 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -5893808.500000 Penalty: 1046.585938
	Iteration 2Q: 3 clusters Score -5893808 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -5897267.000000 Penalty: 1046.585938
	Iteration 3F: 3 clusters Score -5897267 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -5901989.500000 Penalty: 1046.585938
	Iteration 4F: 3 clusters Score -5901990 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -5907467.500000 Penalty: 1046.585938
	Iteration 5F: 3 clusters Score -5907468 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5912053.500000 Penalty: 1046.585938
	Iteration 6F: 3 clusters Score -5912054 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5915060.500000 Penalty: 1046.585938
	Iteration 7Q: 3 clusters Score -5915060 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -5916856.000000 Penalty: 1046.585938
	Iteration 8Q: 3 clusters Score -5916856 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -5918072.000000 Penalty: 1046.585938
	Iteration 9Q: 3 clusters Score -5918072 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -5918939.000000 Penalty: 1046.585938
	Iteration 10Q: 3 clusters Score -5918939 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5919731.000000 Penalty: 1046.585938
	Iteration 11Q: 3 clusters Score -5919731 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -5920483.000000 Penalty: 1046.585938
	Iteration 12Q: 3 clusters Score -5920483 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -5921148.500000 Penalty: 1046.585938
	Iteration 13Q: 3 clusters Score -5921148 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5921805.000000 Penalty: 1046.585938
	Iteration 14Q: 3 clusters Score -5921805 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -5922505.500000 Penalty: 1046.585938
	Iteration 15Q: 3 clusters Score -5922506 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5923127.000000 Penalty: 1046.585938
	Iteration 16Q: 3 clusters Score -5923127 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5923677.500000 Penalty: 1046.585938
	Iteration 17Q: 3 clusters Score -5923678 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5924211.500000 Penalty: 1046.585938
	Iteration 18Q: 3 clusters Score -5924212 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5924642.500000 Penalty: 1046.585938
	Iteration 19Q: 3 clusters Score -5924642 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5925062.000000 Penalty: 1046.585938
	Iteration 20F: 3 clusters Score -5925062 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5925411.000000 Penalty: 1046.585938
	Iteration 21Q: 3 clusters Score -5925411 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5925749.500000 Penalty: 1046.585938
	Iteration 22Q: 3 clusters Score -5925750 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5925985.000000 Penalty: 1046.585938
	Iteration 23Q: 3 clusters Score -5925985 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5926159.000000 Penalty: 1046.585938
	Iteration 24Q: 3 clusters Score -5926159 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5926272.000000 Penalty: 1046.585938
	Iteration 25Q: 3 clusters Score -5926272 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5926388.000000 Penalty: 1046.585938
	Iteration 26Q: 3 clusters Score -5926388 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5926473.000000 Penalty: 1046.585938
	Iteration 27Q: 3 clusters Score -5926473 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5926531.000000 Penalty: 1046.585938
	Iteration 28Q: 3 clusters Score -5926531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5926585.000000 Penalty: 1046.585938
	Iteration 29Q: 3 clusters Score -5926585 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5926606.000000 Penalty: 1046.585938
	Iteration 30Q: 3 clusters Score -5926606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5926635.000000 Penalty: 1046.585938
	Iteration 31Q: 3 clusters Score -5926635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5926651.500000 Penalty: 1046.585938
	Iteration 32Q: 3 clusters Score -5926652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5926663.000000 Penalty: 1046.585938
	Iteration 33Q: 3 clusters Score -5926663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5926678.500000 Penalty: 1046.585938
	Iteration 34Q: 3 clusters Score -5926678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5926690.000000 Penalty: 1046.585938
	Iteration 35Q: 3 clusters Score -5926690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5926699.500000 Penalty: 1046.585938
	Iteration 36Q: 3 clusters Score -5926700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5926711.000000 Penalty: 1046.585938
	Iteration 37Q: 3 clusters Score -5926711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98492 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5926715.000000 Penalty: 1046.585938
	Iteration 38Q: 3 clusters Score -5926715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5926720.500000 Penalty: 1046.585938
	Iteration 39Q: 3 clusters Score -5926720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5926728.500000 Penalty: 1046.585938
	Iteration 40F: 3 clusters Score -5926728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5926730.000000 Penalty: 1046.585938
	Iteration 41Q: 3 clusters Score -5926730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5926734.000000 Penalty: 1046.585938
	Iteration 42Q: 3 clusters Score -5926734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5926733.500000 Penalty: 1046.585938
	Iteration 43Q: 3 clusters Score -5926734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5926735.500000 Penalty: 1046.585938
	Iteration 44Q: 3 clusters Score -5926736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5926737.000000 Penalty: 1046.585938
	Iteration 45Q: 3 clusters Score -5926737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5926732.500000 Penalty: 1046.585938
	Iteration 46Q: 3 clusters Score -5926732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5926735.000000 Penalty: 1046.585938
	Iteration 47Q: 3 clusters Score -5926735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5926735.000000 Penalty: 1046.585938
	Iteration 48F: 3 clusters Score -5926735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -12883.552734 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -12883.55 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 133 members 
Entering Unmasked Estep 
Score: -12544.255859 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -12544.26 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12635.465820 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -12635.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12671.424805 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -12671.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12694.487305 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -12694.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12703.439453 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -12703.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12709.299805 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -12709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12717.188477 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -12717.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12729.288086 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -12729.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12742.041992 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -12742.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12760.648438 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -12760.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12777.048828 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -12777.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12799.923828 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -12799.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12804.783203 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -12804.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12808.578125 Penalty: 508.098145
	Iteration 13Q: 3 clusters Score -12808.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12809.936523 Penalty: 508.098145
	Iteration 14Q: 3 clusters Score -12809.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12809.936523 Penalty: 508.098145
	Iteration 15F: 3 clusters Score -12809.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6598.886719 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6598.887 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 80 members 
Entering Unmasked Estep 
Score: -6371.174805 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6371.175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6439.473145 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6439.473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6457.307129 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6457.307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6477.985352 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6477.985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6487.712402 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6487.712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6501.294922 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6501.295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6505.003906 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6505.004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6512.900879 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -6512.901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6522.711426 Penalty: 450.337158
	Iteration 8Q: 3 clusters Score -6522.711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6522.711426 Penalty: 450.337158
	Iteration 9F: 3 clusters Score -6522.711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -118023.593750 Penalty: 343.912506
	Iteration 0F: 2 clusters Score -118023.6 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 959 members 
Entering Unmasked Estep 
Score: -116627.750000 Penalty: 687.825012
	Iteration 0F: 3 clusters Score -116627.8 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -117042.015625 Penalty: 687.825012
	Iteration 1F: 3 clusters Score -117042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -117103.593750 Penalty: 687.825012
	Iteration 2F: 3 clusters Score -117103.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -117159.273438 Penalty: 687.825012
	Iteration 3F: 3 clusters Score -117159.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -117230.546875 Penalty: 687.825012
	Iteration 4Q: 3 clusters Score -117230.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -117334.367188 Penalty: 687.825012
	Iteration 5F: 3 clusters Score -117334.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -117463.507812 Penalty: 687.825012
	Iteration 6F: 3 clusters Score -117463.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -117560.976562 Penalty: 687.825012
	Iteration 7F: 3 clusters Score -117561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -117616.476562 Penalty: 687.825012
	Iteration 8Q: 3 clusters Score -117616.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -117647.515625 Penalty: 687.825012
	Iteration 9Q: 3 clusters Score -117647.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -117672.742188 Penalty: 687.825012
	Iteration 10Q: 3 clusters Score -117672.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -117709.257812 Penalty: 687.825012
	Iteration 11Q: 3 clusters Score -117709.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -117751.835938 Penalty: 687.825012
	Iteration 12Q: 3 clusters Score -117751.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -117766.445312 Penalty: 687.825012
	Iteration 13Q: 3 clusters Score -117766.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -117776.039062 Penalty: 687.825012
	Iteration 14Q: 3 clusters Score -117776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -117784.460938 Penalty: 687.825012
	Iteration 15Q: 3 clusters Score -117784.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -117790.242188 Penalty: 687.825012
	Iteration 16Q: 3 clusters Score -117790.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -117800.007812 Penalty: 687.825012
	Iteration 17Q: 3 clusters Score -117800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -117805.976562 Penalty: 687.825012
	Iteration 18Q: 3 clusters Score -117806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -117809.125000 Penalty: 687.825012
	Iteration 19Q: 3 clusters Score -117809.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -117812.375000 Penalty: 687.825012
	Iteration 20F: 3 clusters Score -117812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -117814.445312 Penalty: 687.825012
	Iteration 21Q: 3 clusters Score -117814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -117816.929688 Penalty: 687.825012
	Iteration 22Q: 3 clusters Score -117816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -117817.804688 Penalty: 687.825012
	Iteration 23Q: 3 clusters Score -117817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -117818.867188 Penalty: 687.825012
	Iteration 24Q: 3 clusters Score -117818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -117819.656250 Penalty: 687.825012
	Iteration 25Q: 3 clusters Score -117819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -117820.062500 Penalty: 687.825012
	Iteration 26Q: 3 clusters Score -117820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -117820.398438 Penalty: 687.825012
	Iteration 27Q: 3 clusters Score -117820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -117820.398438 Penalty: 687.825012
	Iteration 28F: 3 clusters Score -117820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8462 members 
Mstep: Class 6 contains 192051 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 29833 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 37003 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 5623 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 54 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98809 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 141 members 
Mstep: Class 27 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072176.000000 Penalty: 16460.697266
Iteration 239Q: 29 clusters Score -2.307218e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8429 members 
Mstep: Class 6 contains 192170 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 2054 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 29911 members 
Mstep: Class 13 contains 208 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36955 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 5610 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 52 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98771 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 146 members 
Mstep: Class 27 contains 1905 members 
Mstep: Class 28 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072346.000000 Penalty: 16460.697266
Iteration 240F: 29 clusters Score -2.307235e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8408 members 
Mstep: Class 6 contains 192252 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 29988 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36921 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 5587 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 98695 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 1893 members 
Mstep: Class 28 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072434.000000 Penalty: 16460.697266
Iteration 241Q: 29 clusters Score -2.307243e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 192321 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 30078 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36879 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 5571 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 98620 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1884 members 
Mstep: Class 28 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072442.000000 Penalty: 16460.697266
Iteration 242Q: 29 clusters Score -2.307244e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 192375 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 30185 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36833 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 5562 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 98552 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1874 members 
Mstep: Class 28 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072474.000000 Penalty: 16460.697266
Iteration 243Q: 29 clusters Score -2.307247e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8370 members 
Mstep: Class 6 contains 192431 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 3618 members 
Mstep: Class 12 contains 30306 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36775 members 
Mstep: Class 16 contains 8588 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 5551 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 98487 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072510.000000 Penalty: 16460.697266
Iteration 244Q: 29 clusters Score -2.307251e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 192481 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 30414 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36721 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 5542 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 98444 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1851 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072492.000000 Penalty: 16460.697266
Iteration 245Q: 29 clusters Score -2.307249e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 192505 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 3632 members 
Mstep: Class 12 contains 30520 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36678 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 5532 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 98418 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1840 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072502.000000 Penalty: 16460.697266
Iteration 246Q: 29 clusters Score -2.30725e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 192535 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 30612 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36640 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 5521 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 98392 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072450.000000 Penalty: 16460.697266
Iteration 247Q: 29 clusters Score -2.307245e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 192572 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 30699 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36614 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 5509 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 98371 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1818 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072470.000000 Penalty: 16460.697266
Iteration 248Q: 29 clusters Score -2.307247e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 192626 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 30788 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36558 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 5502 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 98339 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072520.000000 Penalty: 16460.697266
Iteration 249Q: 29 clusters Score -2.307252e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8232 members 
Mstep: Class 6 contains 192693 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1944 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 30863 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36504 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 5497 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 628 members 
Mstep: Class 24 contains 98329 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072466.000000 Penalty: 16460.697266
Iteration 250Q: 29 clusters Score -2.307247e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 192766 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 30924 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36457 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 5495 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 632 members 
Mstep: Class 24 contains 98304 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1795 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072528.000000 Penalty: 16460.697266
Iteration 251Q: 29 clusters Score -2.307253e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8150 members 
Mstep: Class 6 contains 192850 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 3664 members 
Mstep: Class 12 contains 30993 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36402 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 635 members 
Mstep: Class 24 contains 98269 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072602.000000 Penalty: 16460.697266
Iteration 252Q: 29 clusters Score -2.30726e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 192932 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1939 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 31062 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36348 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 5489 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 638 members 
Mstep: Class 24 contains 98223 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1777 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072638.000000 Penalty: 16460.697266
Iteration 253Q: 29 clusters Score -2.307264e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8093 members 
Mstep: Class 6 contains 193022 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 31118 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36305 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5487 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 98169 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1766 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072586.000000 Penalty: 16460.697266
Iteration 254Q: 29 clusters Score -2.307259e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8061 members 
Mstep: Class 6 contains 193093 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 31179 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36265 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 98120 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072682.000000 Penalty: 16460.697266
Iteration 255Q: 29 clusters Score -2.307268e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 193150 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1918 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 31248 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36225 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 98070 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072730.000000 Penalty: 16460.697266
Iteration 256Q: 29 clusters Score -2.307273e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 193188 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 31321 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36189 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 98024 members 
Mstep: Class 25 contains 265 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072704.000000 Penalty: 16460.697266
Iteration 257Q: 29 clusters Score -2.30727e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 193251 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 31386 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97968 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072782.000000 Penalty: 16460.697266
Iteration 258Q: 29 clusters Score -2.307278e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7927 members 
Mstep: Class 6 contains 193312 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 31444 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97921 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072806.000000 Penalty: 16460.697266
Iteration 259Q: 29 clusters Score -2.307281e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 193372 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 31508 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36110 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5475 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97874 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072830.000000 Penalty: 16460.697266
Iteration 260F: 29 clusters Score -2.307283e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7847 members 
Mstep: Class 6 contains 193451 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 31582 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36079 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5475 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 2188 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97807 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1719 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072888.000000 Penalty: 16460.697266
Iteration 261Q: 29 clusters Score -2.307289e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 193526 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1908 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3268 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 31650 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36041 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 2187 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97732 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072876.000000 Penalty: 16460.697266
Iteration 262Q: 29 clusters Score -2.307288e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7797 members 
Mstep: Class 6 contains 193575 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1908 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 31741 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 36007 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5472 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97648 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072950.000000 Penalty: 16460.697266
Iteration 263Q: 29 clusters Score -2.307295e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 193611 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1907 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 31832 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35963 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97577 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072900.000000 Penalty: 16460.697266
Iteration 264Q: 29 clusters Score -2.30729e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 193665 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 31909 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35935 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97506 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1705 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072892.000000 Penalty: 16460.697266
Iteration 265Q: 29 clusters Score -2.307289e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7744 members 
Mstep: Class 6 contains 193709 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 3794 members 
Mstep: Class 12 contains 31976 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35915 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5467 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97439 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072932.000000 Penalty: 16460.697266
Iteration 266Q: 29 clusters Score -2.307293e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 193739 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3241 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35910 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5462 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97386 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1692 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072836.000000 Penalty: 16460.697266
Iteration 267Q: 29 clusters Score -2.307284e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7702 members 
Mstep: Class 6 contains 193770 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3234 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 32087 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35905 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97327 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1684 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072862.000000 Penalty: 16460.697266
Iteration 268Q: 29 clusters Score -2.307286e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 193793 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 32148 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35898 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97276 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072866.000000 Penalty: 16460.697266
Iteration 269Q: 29 clusters Score -2.307287e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 6 contains 193840 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 32198 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35884 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072892.000000 Penalty: 16460.697266
Iteration 270Q: 29 clusters Score -2.307289e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 193884 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 32244 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35877 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97176 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1662 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072882.000000 Penalty: 16460.697266
Iteration 271Q: 29 clusters Score -2.307288e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7618 members 
Mstep: Class 6 contains 193947 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3218 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 32297 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35866 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97105 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072936.000000 Penalty: 16460.697266
Iteration 272Q: 29 clusters Score -2.307294e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7598 members 
Mstep: Class 6 contains 194010 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3213 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 32350 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35851 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 97039 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1647 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072940.000000 Penalty: 16460.697266
Iteration 273Q: 29 clusters Score -2.307294e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7577 members 
Mstep: Class 6 contains 194054 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 3852 members 
Mstep: Class 12 contains 32419 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35840 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96974 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1641 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072978.000000 Penalty: 16460.697266
Iteration 274Q: 29 clusters Score -2.307298e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 194084 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3202 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 32492 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35840 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96904 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23072974.000000 Penalty: 16460.697266
Iteration 275Q: 29 clusters Score -2.307297e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7546 members 
Mstep: Class 6 contains 194123 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 3847 members 
Mstep: Class 12 contains 32561 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35841 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96831 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073036.000000 Penalty: 16460.697266
Iteration 276Q: 29 clusters Score -2.307304e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 194158 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3193 members 
Mstep: Class 11 contains 3851 members 
Mstep: Class 12 contains 32629 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35836 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96758 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073020.000000 Penalty: 16460.697266
Iteration 277Q: 29 clusters Score -2.307302e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 194169 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 32704 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35829 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96694 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1620 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073016.000000 Penalty: 16460.697266
Iteration 278Q: 29 clusters Score -2.307302e+07 nChanged 197
Entering ConstructFrom: 
Score: -23073016.000000 Penalty: 16460.697266
Entering ConstructFrom: 
Trying to split cluster 1 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -53523.542969 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -53523.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -52783.546875 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -52783.55 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53032.675781 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -53032.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53069.019531 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -53069.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -53089.949219 Penalty: 624.415771
	Iteration 3Q: 3 clusters Score -53089.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53113.683594 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -53113.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53132.343750 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -53132.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53146.878906 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -53146.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53164.250000 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -53164.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53180.625000 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -53180.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53200.238281 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -53200.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53216.589844 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -53216.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53229.960938 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -53229.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53239.289062 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -53239.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53248.148438 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -53248.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53253.964844 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -53253.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53259.820312 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -53259.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53266.179688 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -53266.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53272.664062 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -53272.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53278.433594 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -53278.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53283.718750 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -53283.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53286.011719 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -53286.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53288.312500 Penalty: 624.415771
	Iteration 21Q: 3 clusters Score -53288.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53290.976562 Penalty: 624.415771
	Iteration 22Q: 3 clusters Score -53290.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53294.171875 Penalty: 624.415771
	Iteration 23Q: 3 clusters Score -53294.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53295.679688 Penalty: 624.415771
	Iteration 24Q: 3 clusters Score -53295.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53298.781250 Penalty: 624.415771
	Iteration 25Q: 3 clusters Score -53298.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53301.222656 Penalty: 624.415771
	Iteration 26Q: 3 clusters Score -53301.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53302.308594 Penalty: 624.415771
	Iteration 27Q: 3 clusters Score -53302.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53302.843750 Penalty: 624.415771
	Iteration 28Q: 3 clusters Score -53302.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -53304.265625 Penalty: 624.415771
	Iteration 29Q: 3 clusters Score -53304.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53305.382812 Penalty: 624.415771
	Iteration 30Q: 3 clusters Score -53305.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53306.101562 Penalty: 624.415771
	Iteration 31Q: 3 clusters Score -53306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53306.195312 Penalty: 624.415771
	Iteration 32Q: 3 clusters Score -53306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53306.195312 Penalty: 624.415771
	Iteration 33F: 3 clusters Score -53306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66451.617188 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66451.62 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -66731.468750 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66731.47 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -66799.953125 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66799.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -66844.906250 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -66844.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -66886.031250 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66886.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -66919.382812 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66919.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -66949.195312 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66949.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -66995.898438 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66995.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -67035.703125 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -67035.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -67065.585938 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -67065.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -67080.960938 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -67080.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -67087.976562 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -67087.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -67097.273438 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -67097.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -67103.710938 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -67103.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -67109.515625 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -67109.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -67113.937500 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -67113.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -67117.562500 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -67117.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -67122.804688 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -67122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -67128.945312 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -67128.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -67131.968750 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -67131.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -67132.695312 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -67132.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7941.178711 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7941.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7771.284180 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7771.284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7867.537598 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7867.538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7907.830078 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7907.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7913.436523 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7913.437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7926.156250 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7926.156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7980.481934 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7980.482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7994.868164 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7994.868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8003.401367 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -8003.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8005.576172 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -8005.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8006.394531 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -8006.395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8006.394531 Penalty: 468.949554
	Iteration 10F: 3 clusters Score -8006.395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 118 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 194159 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 32791 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35824 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5451 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96632 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1618 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 55 members 
Entering Unmasked Estep 
Score: -23072708.000000 Penalty: 17048.580078
Splitting cluster 3 changes total score from -23073016.000000 to -23072708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -82652.945312 Penalty: 331.739349
	Iteration 0F: 2 clusters Score -82652.95 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 765 members 
Entering Unmasked Estep 
Score: -81568.976562 Penalty: 663.478699
	Iteration 0F: 3 clusters Score -81568.98 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -81949.195312 Penalty: 663.478699
	Iteration 1F: 3 clusters Score -81949.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -82059.953125 Penalty: 663.478699
	Iteration 2F: 3 clusters Score -82059.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -82152.398438 Penalty: 663.478699
	Iteration 3F: 3 clusters Score -82152.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -82210.109375 Penalty: 663.478699
	Iteration 4Q: 3 clusters Score -82210.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -82253.335938 Penalty: 663.478699
	Iteration 5Q: 3 clusters Score -82253.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -82299.640625 Penalty: 663.478699
	Iteration 6Q: 3 clusters Score -82299.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -82326.273438 Penalty: 663.478699
	Iteration 7Q: 3 clusters Score -82326.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -82351.554688 Penalty: 663.478699
	Iteration 8Q: 3 clusters Score -82351.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -82379.304688 Penalty: 663.478699
	Iteration 9Q: 3 clusters Score -82379.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -82417.046875 Penalty: 663.478699
	Iteration 10Q: 3 clusters Score -82417.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -82464.062500 Penalty: 663.478699
	Iteration 11Q: 3 clusters Score -82464.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -82484.500000 Penalty: 663.478699
	Iteration 12Q: 3 clusters Score -82484.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -82494.554688 Penalty: 663.478699
	Iteration 13Q: 3 clusters Score -82494.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -82501.765625 Penalty: 663.478699
	Iteration 14Q: 3 clusters Score -82501.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -82509.703125 Penalty: 663.478699
	Iteration 15Q: 3 clusters Score -82509.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -82512.695312 Penalty: 663.478699
	Iteration 16Q: 3 clusters Score -82512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -82514.695312 Penalty: 663.478699
	Iteration 17Q: 3 clusters Score -82514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -82515.640625 Penalty: 663.478699
	Iteration 18Q: 3 clusters Score -82515.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -82517.093750 Penalty: 663.478699
	Iteration 19Q: 3 clusters Score -82517.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -82518.367188 Penalty: 663.478699
	Iteration 20F: 3 clusters Score -82518.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -82518.882812 Penalty: 663.478699
	Iteration 21Q: 3 clusters Score -82518.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -82519.031250 Penalty: 663.478699
	Iteration 22Q: 3 clusters Score -82519.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -82519.031250 Penalty: 663.478699
	Iteration 23F: 3 clusters Score -82519.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -438672.281250 Penalty: 406.059723
	Iteration 0F: 2 clusters Score -438672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -433676.875000 Penalty: 812.119446
	Iteration 0F: 3 clusters Score -433676.9 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -435542.812500 Penalty: 812.119446
	Iteration 1F: 3 clusters Score -435542.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -435766.625000 Penalty: 812.119446
	Iteration 2F: 3 clusters Score -435766.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -436026.000000 Penalty: 812.119446
	Iteration 3F: 3 clusters Score -436026 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -436340.062500 Penalty: 812.119446
	Iteration 4F: 3 clusters Score -436340.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -436683.093750 Penalty: 812.119446
	Iteration 5F: 3 clusters Score -436683.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -437037.781250 Penalty: 812.119446
	Iteration 6F: 3 clusters Score -437037.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -437348.531250 Penalty: 812.119446
	Iteration 7F: 3 clusters Score -437348.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -437666.000000 Penalty: 812.119446
	Iteration 8F: 3 clusters Score -437666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -437863.406250 Penalty: 812.119446
	Iteration 9Q: 3 clusters Score -437863.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -437940.125000 Penalty: 812.119446
	Iteration 10Q: 3 clusters Score -437940.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -437990.906250 Penalty: 812.119446
	Iteration 11Q: 3 clusters Score -437990.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -438028.625000 Penalty: 812.119446
	Iteration 12Q: 3 clusters Score -438028.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -438063.968750 Penalty: 812.119446
	Iteration 13Q: 3 clusters Score -438064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -438090.906250 Penalty: 812.119446
	Iteration 14Q: 3 clusters Score -438090.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -438112.187500 Penalty: 812.119446
	Iteration 15Q: 3 clusters Score -438112.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -438127.281250 Penalty: 812.119446
	Iteration 16Q: 3 clusters Score -438127.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -438143.093750 Penalty: 812.119446
	Iteration 17Q: 3 clusters Score -438143.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -438165.000000 Penalty: 812.119446
	Iteration 18Q: 3 clusters Score -438165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -438187.312500 Penalty: 812.119446
	Iteration 19Q: 3 clusters Score -438187.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -438207.125000 Penalty: 812.119446
	Iteration 20F: 3 clusters Score -438207.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -438227.437500 Penalty: 812.119446
	Iteration 21Q: 3 clusters Score -438227.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -438241.500000 Penalty: 812.119446
	Iteration 22Q: 3 clusters Score -438241.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -438253.375000 Penalty: 812.119446
	Iteration 23Q: 3 clusters Score -438253.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -438261.562500 Penalty: 812.119446
	Iteration 24Q: 3 clusters Score -438261.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -438275.187500 Penalty: 812.119446
	Iteration 25Q: 3 clusters Score -438275.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -438291.718750 Penalty: 812.119446
	Iteration 26Q: 3 clusters Score -438291.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -438302.125000 Penalty: 812.119446
	Iteration 27Q: 3 clusters Score -438302.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -438318.343750 Penalty: 812.119446
	Iteration 28Q: 3 clusters Score -438318.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -438331.437500 Penalty: 812.119446
	Iteration 29Q: 3 clusters Score -438331.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -438343.968750 Penalty: 812.119446
	Iteration 30Q: 3 clusters Score -438344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -438351.062500 Penalty: 812.119446
	Iteration 31Q: 3 clusters Score -438351.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -438358.062500 Penalty: 812.119446
	Iteration 32Q: 3 clusters Score -438358.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -438361.812500 Penalty: 812.119446
	Iteration 33Q: 3 clusters Score -438361.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -438366.468750 Penalty: 812.119446
	Iteration 34Q: 3 clusters Score -438366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -438372.812500 Penalty: 812.119446
	Iteration 35Q: 3 clusters Score -438372.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -438377.031250 Penalty: 812.119446
	Iteration 36Q: 3 clusters Score -438377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -438379.343750 Penalty: 812.119446
	Iteration 37Q: 3 clusters Score -438379.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -438381.093750 Penalty: 812.119446
	Iteration 38Q: 3 clusters Score -438381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -438381.593750 Penalty: 812.119446
	Iteration 39Q: 3 clusters Score -438381.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -438381.812500 Penalty: 812.119446
	Iteration 40F: 3 clusters Score -438381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -438383.281250 Penalty: 812.119446
	Iteration 41Q: 3 clusters Score -438383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -438382.625000 Penalty: 812.119446
	Iteration 42Q: 3 clusters Score -438382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -438382.375000 Penalty: 812.119446
	Iteration 43Q: 3 clusters Score -438382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -438382.406250 Penalty: 812.119446
	Iteration 44Q: 3 clusters Score -438382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -438382.312500 Penalty: 812.119446
	Iteration 45Q: 3 clusters Score -438382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -438383.500000 Penalty: 812.119446
	Iteration 46Q: 3 clusters Score -438383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -438382.968750 Penalty: 812.119446
	Iteration 47Q: 3 clusters Score -438383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -438383.031250 Penalty: 812.119446
	Iteration 48Q: 3 clusters Score -438383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -438383.750000 Penalty: 812.119446
	Iteration 49Q: 3 clusters Score -438383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -438383.843750 Penalty: 812.119446
	Iteration 50Q: 3 clusters Score -438383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -438383.875000 Penalty: 812.119446
	Iteration 51Q: 3 clusters Score -438383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -438384.000000 Penalty: 812.119446
	Iteration 52Q: 3 clusters Score -438384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -438384.000000 Penalty: 812.119446
	Iteration 53F: 3 clusters Score -438384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (194159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194159 members 
Entering Unmasked Estep 
Score: -11317477.000000 Penalty: 554.027710
	Iteration 0F: 2 clusters Score -1.131748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -11194394.000000 Penalty: 1108.055420
	Iteration 0F: 3 clusters Score -1.119439e+07 nChanged 95619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -11254413.000000 Penalty: 1108.055420
	Iteration 1F: 3 clusters Score -1.125441e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
Score: -11257757.000000 Penalty: 1108.055420
	Iteration 2Q: 3 clusters Score -1.125776e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
Score: -11262562.000000 Penalty: 1108.055420
	Iteration 3Q: 3 clusters Score -1.126256e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -11269505.000000 Penalty: 1108.055420
	Iteration 4F: 3 clusters Score -1.12695e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -11278704.000000 Penalty: 1108.055420
	Iteration 5F: 3 clusters Score -1.12787e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -11287145.000000 Penalty: 1108.055420
	Iteration 6F: 3 clusters Score -1.128714e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -11291118.000000 Penalty: 1108.055420
	Iteration 7Q: 3 clusters Score -1.129112e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -11292221.000000 Penalty: 1108.055420
	Iteration 8Q: 3 clusters Score -1.129222e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -11292583.000000 Penalty: 1108.055420
	Iteration 9Q: 3 clusters Score -1.129258e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92058 members 
Mstep: Class 2 contains 102101 members 
Entering Unmasked Estep 
Score: -11292912.000000 Penalty: 1108.055420
	Iteration 10Q: 3 clusters Score -1.129291e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 102555 members 
Entering Unmasked Estep 
Score: -11293156.000000 Penalty: 1108.055420
	Iteration 11Q: 3 clusters Score -1.129316e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -11293397.000000 Penalty: 1108.055420
	Iteration 12Q: 3 clusters Score -1.12934e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 103335 members 
Entering Unmasked Estep 
Score: -11293675.000000 Penalty: 1108.055420
	Iteration 13Q: 3 clusters Score -1.129368e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -11293912.000000 Penalty: 1108.055420
	Iteration 14Q: 3 clusters Score -1.129391e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -11294199.000000 Penalty: 1108.055420
	Iteration 15Q: 3 clusters Score -1.12942e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -11294389.000000 Penalty: 1108.055420
	Iteration 16Q: 3 clusters Score -1.129439e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -11294749.000000 Penalty: 1108.055420
	Iteration 17Q: 3 clusters Score -1.129475e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -11295133.000000 Penalty: 1108.055420
	Iteration 18Q: 3 clusters Score -1.129513e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88630 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -11295347.000000 Penalty: 1108.055420
	Iteration 19Q: 3 clusters Score -1.129535e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -11295821.000000 Penalty: 1108.055420
	Iteration 20F: 3 clusters Score -1.129582e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -11296125.000000 Penalty: 1108.055420
	Iteration 21Q: 3 clusters Score -1.129612e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 106131 members 
Entering Unmasked Estep 
Score: -11296467.000000 Penalty: 1108.055420
	Iteration 22Q: 3 clusters Score -1.129647e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -11296879.000000 Penalty: 1108.055420
	Iteration 23Q: 3 clusters Score -1.129688e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -11297282.000000 Penalty: 1108.055420
	Iteration 24Q: 3 clusters Score -1.129728e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -11297639.000000 Penalty: 1108.055420
	Iteration 25Q: 3 clusters Score -1.129764e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -11298007.000000 Penalty: 1108.055420
	Iteration 26Q: 3 clusters Score -1.129801e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -11298347.000000 Penalty: 1108.055420
	Iteration 27Q: 3 clusters Score -1.129835e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -11298639.000000 Penalty: 1108.055420
	Iteration 28Q: 3 clusters Score -1.129864e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -11299077.000000 Penalty: 1108.055420
	Iteration 29Q: 3 clusters Score -1.129908e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -11299387.000000 Penalty: 1108.055420
	Iteration 30Q: 3 clusters Score -1.129939e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -11299659.000000 Penalty: 1108.055420
	Iteration 31Q: 3 clusters Score -1.129966e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 104252 members 
Entering Unmasked Estep 
Score: -11299878.000000 Penalty: 1108.055420
	Iteration 32Q: 3 clusters Score -1.129988e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -11300184.000000 Penalty: 1108.055420
	Iteration 33Q: 3 clusters Score -1.130018e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -11300448.000000 Penalty: 1108.055420
	Iteration 34Q: 3 clusters Score -1.130045e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 102562 members 
Entering Unmasked Estep 
Score: -11300711.000000 Penalty: 1108.055420
	Iteration 35Q: 3 clusters Score -1.130071e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -11300784.000000 Penalty: 1108.055420
	Iteration 36Q: 3 clusters Score -1.130078e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -11300914.000000 Penalty: 1108.055420
	Iteration 37Q: 3 clusters Score -1.130091e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -11301067.000000 Penalty: 1108.055420
	Iteration 38Q: 3 clusters Score -1.130107e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -11301099.000000 Penalty: 1108.055420
	Iteration 39Q: 3 clusters Score -1.13011e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -11301098.000000 Penalty: 1108.055420
	Iteration 40F: 3 clusters Score -1.13011e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -11301189.000000 Penalty: 1108.055420
	Iteration 41Q: 3 clusters Score -1.130119e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 98899 members 
Entering Unmasked Estep 
Score: -11301305.000000 Penalty: 1108.055420
	Iteration 42Q: 3 clusters Score -1.13013e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -11301362.000000 Penalty: 1108.055420
	Iteration 43Q: 3 clusters Score -1.130136e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -11301394.000000 Penalty: 1108.055420
	Iteration 44Q: 3 clusters Score -1.130139e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -11301474.000000 Penalty: 1108.055420
	Iteration 45Q: 3 clusters Score -1.130147e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -11301446.000000 Penalty: 1108.055420
	Iteration 46Q: 3 clusters Score -1.130145e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -11301486.000000 Penalty: 1108.055420
	Iteration 47Q: 3 clusters Score -1.130149e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -11301509.000000 Penalty: 1108.055420
	Iteration 48Q: 3 clusters Score -1.130151e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -11301552.000000 Penalty: 1108.055420
	Iteration 49Q: 3 clusters Score -1.130155e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 94307 members 
Entering Unmasked Estep 
Score: -11301587.000000 Penalty: 1108.055420
	Iteration 50Q: 3 clusters Score -1.130159e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -11301626.000000 Penalty: 1108.055420
	Iteration 51Q: 3 clusters Score -1.130163e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -11301623.000000 Penalty: 1108.055420
	Iteration 52Q: 3 clusters Score -1.130162e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101476 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -11301662.000000 Penalty: 1108.055420
	Iteration 53Q: 3 clusters Score -1.130166e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -11301709.000000 Penalty: 1108.055420
	Iteration 54Q: 3 clusters Score -1.130171e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -11301738.000000 Penalty: 1108.055420
	Iteration 55Q: 3 clusters Score -1.130174e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -11301767.000000 Penalty: 1108.055420
	Iteration 56Q: 3 clusters Score -1.130177e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -11301784.000000 Penalty: 1108.055420
	Iteration 57Q: 3 clusters Score -1.130178e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104206 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -11301819.000000 Penalty: 1108.055420
	Iteration 58Q: 3 clusters Score -1.130182e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 89342 members 
Entering Unmasked Estep 
Score: -11301850.000000 Penalty: 1108.055420
	Iteration 59Q: 3 clusters Score -1.130185e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -11301883.000000 Penalty: 1108.055420
	Iteration 60F: 3 clusters Score -1.130188e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -11301933.000000 Penalty: 1108.055420
	Iteration 61Q: 3 clusters Score -1.130193e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -11301992.000000 Penalty: 1108.055420
	Iteration 62Q: 3 clusters Score -1.130199e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107679 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -11301976.000000 Penalty: 1108.055420
	Iteration 63Q: 3 clusters Score -1.130198e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -11302018.000000 Penalty: 1108.055420
	Iteration 64Q: 3 clusters Score -1.130202e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -11302068.000000 Penalty: 1108.055420
	Iteration 65Q: 3 clusters Score -1.130207e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -11302072.000000 Penalty: 1108.055420
	Iteration 66Q: 3 clusters Score -1.130207e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -11302149.000000 Penalty: 1108.055420
	Iteration 67Q: 3 clusters Score -1.130215e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112086 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -11302212.000000 Penalty: 1108.055420
	Iteration 68Q: 3 clusters Score -1.130221e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112992 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -11302247.000000 Penalty: 1108.055420
	Iteration 69Q: 3 clusters Score -1.130225e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -11302264.000000 Penalty: 1108.055420
	Iteration 70Q: 3 clusters Score -1.130226e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114990 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -11302366.000000 Penalty: 1108.055420
	Iteration 71Q: 3 clusters Score -1.130237e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116033 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -11302455.000000 Penalty: 1108.055420
	Iteration 72Q: 3 clusters Score -1.130246e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117070 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -11302541.000000 Penalty: 1108.055420
	Iteration 73Q: 3 clusters Score -1.130254e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118090 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -11302631.000000 Penalty: 1108.055420
	Iteration 74Q: 3 clusters Score -1.130263e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119136 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -11302685.000000 Penalty: 1108.055420
	Iteration 75Q: 3 clusters Score -1.130268e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -11302763.000000 Penalty: 1108.055420
	Iteration 76Q: 3 clusters Score -1.130276e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121339 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -11302865.000000 Penalty: 1108.055420
	Iteration 77Q: 3 clusters Score -1.130286e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122480 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -11302956.000000 Penalty: 1108.055420
	Iteration 78Q: 3 clusters Score -1.130296e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123707 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -11303152.000000 Penalty: 1108.055420
	Iteration 79Q: 3 clusters Score -1.130315e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -11303272.000000 Penalty: 1108.055420
	Iteration 80F: 3 clusters Score -1.130327e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -11303539.000000 Penalty: 1108.055420
	Iteration 81Q: 3 clusters Score -1.130354e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -11303679.000000 Penalty: 1108.055420
	Iteration 82Q: 3 clusters Score -1.130368e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -11303937.000000 Penalty: 1108.055420
	Iteration 83Q: 3 clusters Score -1.130394e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132129 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -11304165.000000 Penalty: 1108.055420
	Iteration 84Q: 3 clusters Score -1.130416e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -11304357.000000 Penalty: 1108.055420
	Iteration 85Q: 3 clusters Score -1.130436e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136813 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -11304685.000000 Penalty: 1108.055420
	Iteration 86Q: 3 clusters Score -1.130468e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139571 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -11304934.000000 Penalty: 1108.055420
	Iteration 87Q: 3 clusters Score -1.130493e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -11305374.000000 Penalty: 1108.055420
	Iteration 88Q: 3 clusters Score -1.130537e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145787 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -11305821.000000 Penalty: 1108.055420
	Iteration 89Q: 3 clusters Score -1.130582e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -11306365.000000 Penalty: 1108.055420
	Iteration 90Q: 3 clusters Score -1.130636e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153032 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -11306894.000000 Penalty: 1108.055420
	Iteration 91Q: 3 clusters Score -1.130689e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -11307424.000000 Penalty: 1108.055420
	Iteration 92Q: 3 clusters Score -1.130742e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160548 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -11307988.000000 Penalty: 1108.055420
	Iteration 93Q: 3 clusters Score -1.130799e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -11308639.000000 Penalty: 1108.055420
	Iteration 94Q: 3 clusters Score -1.130864e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -11309286.000000 Penalty: 1108.055420
	Iteration 95Q: 3 clusters Score -1.130929e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171367 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -11309977.000000 Penalty: 1108.055420
	Iteration 96Q: 3 clusters Score -1.130998e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174496 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -11310542.000000 Penalty: 1108.055420
	Iteration 97Q: 3 clusters Score -1.131054e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177404 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -11311119.000000 Penalty: 1108.055420
	Iteration 98Q: 3 clusters Score -1.131112e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179975 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -11311733.000000 Penalty: 1108.055420
	Iteration 99Q: 3 clusters Score -1.131173e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182249 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -11312690.000000 Penalty: 1108.055420
	Iteration 100F: 3 clusters Score -1.131269e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184745 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -11313597.000000 Penalty: 1108.055420
	Iteration 101Q: 3 clusters Score -1.13136e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186842 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -11314416.000000 Penalty: 1108.055420
	Iteration 102Q: 3 clusters Score -1.131442e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188532 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -11314891.000000 Penalty: 1108.055420
	Iteration 103Q: 3 clusters Score -1.131489e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189942 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -11315211.000000 Penalty: 1108.055420
	Iteration 104Q: 3 clusters Score -1.131521e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191040 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -11315649.000000 Penalty: 1108.055420
	Iteration 105Q: 3 clusters Score -1.131565e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191964 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -11316053.000000 Penalty: 1108.055420
	Iteration 106Q: 3 clusters Score -1.131605e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192657 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11316311.000000 Penalty: 1108.055420
	Iteration 107Q: 3 clusters Score -1.131631e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193156 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11316590.000000 Penalty: 1108.055420
	Iteration 108Q: 3 clusters Score -1.131659e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193507 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11316759.000000 Penalty: 1108.055420
	Iteration 109Q: 3 clusters Score -1.131676e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193740 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11316828.000000 Penalty: 1108.055420
	Iteration 110Q: 3 clusters Score -1.131683e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193881 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11316910.000000 Penalty: 1108.055420
	Iteration 111Q: 3 clusters Score -1.131691e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193963 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11316965.000000 Penalty: 1108.055420
	Iteration 112Q: 3 clusters Score -1.131696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194000 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11316994.000000 Penalty: 1108.055420
	Iteration 113Q: 3 clusters Score -1.131699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194020 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11317023.000000 Penalty: 1108.055420
	Iteration 114Q: 3 clusters Score -1.131702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194034 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11317028.000000 Penalty: 1108.055420
	Iteration 115Q: 3 clusters Score -1.131703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194045 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11317037.000000 Penalty: 1108.055420
	Iteration 116Q: 3 clusters Score -1.131704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194048 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11317045.000000 Penalty: 1108.055420
	Iteration 117Q: 3 clusters Score -1.131704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11317047.000000 Penalty: 1108.055420
	Iteration 118Q: 3 clusters Score -1.131705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11317063.000000 Penalty: 1108.055420
	Iteration 119Q: 3 clusters Score -1.131706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194061 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11317073.000000 Penalty: 1108.055420
	Iteration 120F: 3 clusters Score -1.131707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194064 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11317068.000000 Penalty: 1108.055420
	Iteration 121Q: 3 clusters Score -1.131707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194065 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11317076.000000 Penalty: 1108.055420
	Iteration 122Q: 3 clusters Score -1.131708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11317076.000000 Penalty: 1108.055420
	Iteration 123Q: 3 clusters Score -1.131708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11317077.000000 Penalty: 1108.055420
	Iteration 124Q: 3 clusters Score -1.131708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11317077.000000 Penalty: 1108.055420
	Iteration 125F: 3 clusters Score -1.131708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -95847.054688 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -95847.05 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 904 members 
Entering Unmasked Estep 
Score: -94550.359375 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -94550.36 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -94994.773438 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -94994.77 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -95094.765625 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -95094.77 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -95214.296875 Penalty: 678.010132
	Iteration 3F: 3 clusters Score -95214.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -95337.843750 Penalty: 678.010132
	Iteration 4F: 3 clusters Score -95337.84 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -95457.765625 Penalty: 678.010132
	Iteration 5F: 3 clusters Score -95457.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -95513.046875 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -95513.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -95552.531250 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -95552.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -95575.281250 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -95575.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -95589.921875 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -95589.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -95597.960938 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -95597.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -95600.609375 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -95600.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -95601.367188 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -95601.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -95601.906250 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -95601.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -95601.906250 Penalty: 678.010132
	Iteration 14F: 3 clusters Score -95601.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -118013.343750 Penalty: 343.267120
	Iteration 0F: 2 clusters Score -118013.3 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 940 members 
Entering Unmasked Estep 
Score: -116623.085938 Penalty: 686.534241
	Iteration 0F: 3 clusters Score -116623.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -117011.593750 Penalty: 686.534241
	Iteration 1F: 3 clusters Score -117011.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -117071.968750 Penalty: 686.534241
	Iteration 2F: 3 clusters Score -117072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117129.921875 Penalty: 686.534241
	Iteration 3F: 3 clusters Score -117129.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -117198.546875 Penalty: 686.534241
	Iteration 4F: 3 clusters Score -117198.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117248.617188 Penalty: 686.534241
	Iteration 5Q: 3 clusters Score -117248.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117276.289062 Penalty: 686.534241
	Iteration 6Q: 3 clusters Score -117276.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117293.968750 Penalty: 686.534241
	Iteration 7Q: 3 clusters Score -117294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117315.734375 Penalty: 686.534241
	Iteration 8Q: 3 clusters Score -117315.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -117340.250000 Penalty: 686.534241
	Iteration 9Q: 3 clusters Score -117340.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117361.375000 Penalty: 686.534241
	Iteration 10Q: 3 clusters Score -117361.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -117378.687500 Penalty: 686.534241
	Iteration 11Q: 3 clusters Score -117378.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -117393.859375 Penalty: 686.534241
	Iteration 12Q: 3 clusters Score -117393.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -117410.195312 Penalty: 686.534241
	Iteration 13Q: 3 clusters Score -117410.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -117419.984375 Penalty: 686.534241
	Iteration 14Q: 3 clusters Score -117420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -117428.375000 Penalty: 686.534241
	Iteration 15Q: 3 clusters Score -117428.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -117437.515625 Penalty: 686.534241
	Iteration 16Q: 3 clusters Score -117437.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -117445.398438 Penalty: 686.534241
	Iteration 17Q: 3 clusters Score -117445.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -117454.804688 Penalty: 686.534241
	Iteration 18Q: 3 clusters Score -117454.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -117462.343750 Penalty: 686.534241
	Iteration 19Q: 3 clusters Score -117462.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -117469.953125 Penalty: 686.534241
	Iteration 20F: 3 clusters Score -117470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -117473.195312 Penalty: 686.534241
	Iteration 21Q: 3 clusters Score -117473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117474.992188 Penalty: 686.534241
	Iteration 22Q: 3 clusters Score -117475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -117475.679688 Penalty: 686.534241
	Iteration 23Q: 3 clusters Score -117475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117476.492188 Penalty: 686.534241
	Iteration 24Q: 3 clusters Score -117476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -117478.140625 Penalty: 686.534241
	Iteration 25Q: 3 clusters Score -117478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -117480.234375 Penalty: 686.534241
	Iteration 26Q: 3 clusters Score -117480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -117481.968750 Penalty: 686.534241
	Iteration 27Q: 3 clusters Score -117482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -117485.476562 Penalty: 686.534241
	Iteration 28Q: 3 clusters Score -117485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -117486.664062 Penalty: 686.534241
	Iteration 29Q: 3 clusters Score -117486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -117487.414062 Penalty: 686.534241
	Iteration 30Q: 3 clusters Score -117487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -117489.250000 Penalty: 686.534241
	Iteration 31Q: 3 clusters Score -117489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -117491.320312 Penalty: 686.534241
	Iteration 32Q: 3 clusters Score -117491.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -117492.687500 Penalty: 686.534241
	Iteration 33Q: 3 clusters Score -117492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -117493.859375 Penalty: 686.534241
	Iteration 34Q: 3 clusters Score -117493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -117494.046875 Penalty: 686.534241
	Iteration 35Q: 3 clusters Score -117494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -117494.281250 Penalty: 686.534241
	Iteration 36Q: 3 clusters Score -117494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -117494.335938 Penalty: 686.534241
	Iteration 37Q: 3 clusters Score -117494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -117494.632812 Penalty: 686.534241
	Iteration 38Q: 3 clusters Score -117494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -117494.726562 Penalty: 686.534241
	Iteration 39Q: 3 clusters Score -117494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -117494.898438 Penalty: 686.534241
	Iteration 40F: 3 clusters Score -117494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117494.976562 Penalty: 686.534241
	Iteration 41Q: 3 clusters Score -117495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -117494.976562 Penalty: 686.534241
	Iteration 42F: 3 clusters Score -117495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -38455.539062 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -38455.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37857.812500 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -37857.81 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -38015.375000 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -38015.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38054.289062 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -38054.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -38080.816406 Penalty: 589.264404
	Iteration 3F: 3 clusters Score -38080.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38096.992188 Penalty: 589.264404
	Iteration 4Q: 3 clusters Score -38096.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38116.773438 Penalty: 589.264404
	Iteration 5Q: 3 clusters Score -38116.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38141.921875 Penalty: 589.264404
	Iteration 6Q: 3 clusters Score -38141.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38159.253906 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -38159.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38170.546875 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -38170.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -38181.726562 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -38181.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -38189.078125 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -38189.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -38199.718750 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -38199.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -38208.296875 Penalty: 589.264404
	Iteration 12Q: 3 clusters Score -38208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38223.687500 Penalty: 589.264404
	Iteration 13Q: 3 clusters Score -38223.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -38241.539062 Penalty: 589.264404
	Iteration 14Q: 3 clusters Score -38241.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38256.511719 Penalty: 589.264404
	Iteration 15Q: 3 clusters Score -38256.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38260.621094 Penalty: 589.264404
	Iteration 16Q: 3 clusters Score -38260.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38264.917969 Penalty: 589.264404
	Iteration 17Q: 3 clusters Score -38264.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38271.015625 Penalty: 589.264404
	Iteration 18Q: 3 clusters Score -38271.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38278.687500 Penalty: 589.264404
	Iteration 19Q: 3 clusters Score -38278.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -38278.914062 Penalty: 589.264404
	Iteration 20F: 3 clusters Score -38278.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -179498.984375 Penalty: 366.983856
	Iteration 0F: 2 clusters Score -179499 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 1559 members 
Entering Unmasked Estep 
Score: -177262.109375 Penalty: 733.967712
	Iteration 0F: 3 clusters Score -177262.1 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -178071.765625 Penalty: 733.967712
	Iteration 1F: 3 clusters Score -178071.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -178204.406250 Penalty: 733.967712
	Iteration 2F: 3 clusters Score -178204.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -178375.812500 Penalty: 733.967712
	Iteration 3F: 3 clusters Score -178375.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -178524.078125 Penalty: 733.967712
	Iteration 4F: 3 clusters Score -178524.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -178666.046875 Penalty: 733.967712
	Iteration 5F: 3 clusters Score -178666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178828.843750 Penalty: 733.967712
	Iteration 6Q: 3 clusters Score -178828.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178926.968750 Penalty: 733.967712
	Iteration 7Q: 3 clusters Score -178927 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -179001.015625 Penalty: 733.967712
	Iteration 8Q: 3 clusters Score -179001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -179041.312500 Penalty: 733.967712
	Iteration 9Q: 3 clusters Score -179041.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -179068.859375 Penalty: 733.967712
	Iteration 10Q: 3 clusters Score -179068.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -179085.375000 Penalty: 733.967712
	Iteration 11Q: 3 clusters Score -179085.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -179095.031250 Penalty: 733.967712
	Iteration 12Q: 3 clusters Score -179095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -179101.265625 Penalty: 733.967712
	Iteration 13Q: 3 clusters Score -179101.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -179106.343750 Penalty: 733.967712
	Iteration 14Q: 3 clusters Score -179106.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -179110.796875 Penalty: 733.967712
	Iteration 15Q: 3 clusters Score -179110.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -179118.046875 Penalty: 733.967712
	Iteration 16Q: 3 clusters Score -179118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -179122.906250 Penalty: 733.967712
	Iteration 17Q: 3 clusters Score -179122.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -179126.578125 Penalty: 733.967712
	Iteration 18Q: 3 clusters Score -179126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -179128.953125 Penalty: 733.967712
	Iteration 19Q: 3 clusters Score -179129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -179132.796875 Penalty: 733.967712
	Iteration 20F: 3 clusters Score -179132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -179135.687500 Penalty: 733.967712
	Iteration 21Q: 3 clusters Score -179135.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -179137.859375 Penalty: 733.967712
	Iteration 22Q: 3 clusters Score -179137.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -179139.390625 Penalty: 733.967712
	Iteration 23Q: 3 clusters Score -179139.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -179141.937500 Penalty: 733.967712
	Iteration 24Q: 3 clusters Score -179141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -179143.859375 Penalty: 733.967712
	Iteration 25Q: 3 clusters Score -179143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -179144.437500 Penalty: 733.967712
	Iteration 26Q: 3 clusters Score -179144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -179145.671875 Penalty: 733.967712
	Iteration 27Q: 3 clusters Score -179145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -179146.140625 Penalty: 733.967712
	Iteration 28Q: 3 clusters Score -179146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -179146.546875 Penalty: 733.967712
	Iteration 29Q: 3 clusters Score -179146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -179146.546875 Penalty: 733.967712
	Iteration 30F: 3 clusters Score -179146.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -223170.734375 Penalty: 375.864197
	Iteration 0F: 2 clusters Score -223170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -220539.906250 Penalty: 751.728394
	Iteration 0F: 3 clusters Score -220539.9 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -221476.562500 Penalty: 751.728394
	Iteration 1F: 3 clusters Score -221476.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -221602.984375 Penalty: 751.728394
	Iteration 2F: 3 clusters Score -221603 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -221759.453125 Penalty: 751.728394
	Iteration 3F: 3 clusters Score -221759.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -221937.375000 Penalty: 751.728394
	Iteration 4F: 3 clusters Score -221937.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -222142.609375 Penalty: 751.728394
	Iteration 5F: 3 clusters Score -222142.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -222340.500000 Penalty: 751.728394
	Iteration 6F: 3 clusters Score -222340.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -222500.203125 Penalty: 751.728394
	Iteration 7F: 3 clusters Score -222500.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -222622.531250 Penalty: 751.728394
	Iteration 8Q: 3 clusters Score -222622.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -222704.328125 Penalty: 751.728394
	Iteration 9Q: 3 clusters Score -222704.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -222751.875000 Penalty: 751.728394
	Iteration 10Q: 3 clusters Score -222751.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -222792.609375 Penalty: 751.728394
	Iteration 11Q: 3 clusters Score -222792.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -222806.062500 Penalty: 751.728394
	Iteration 12Q: 3 clusters Score -222806.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -222827.140625 Penalty: 751.728394
	Iteration 13Q: 3 clusters Score -222827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -222833.203125 Penalty: 751.728394
	Iteration 14Q: 3 clusters Score -222833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -222843.015625 Penalty: 751.728394
	Iteration 15Q: 3 clusters Score -222843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -222850.062500 Penalty: 751.728394
	Iteration 16Q: 3 clusters Score -222850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -222857.703125 Penalty: 751.728394
	Iteration 17Q: 3 clusters Score -222857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -222860.078125 Penalty: 751.728394
	Iteration 18Q: 3 clusters Score -222860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -222862.093750 Penalty: 751.728394
	Iteration 19Q: 3 clusters Score -222862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -222863.281250 Penalty: 751.728394
	Iteration 20F: 3 clusters Score -222863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -222864.000000 Penalty: 751.728394
	Iteration 21Q: 3 clusters Score -222864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -222866.765625 Penalty: 751.728394
	Iteration 22Q: 3 clusters Score -222866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -222869.421875 Penalty: 751.728394
	Iteration 23Q: 3 clusters Score -222869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -222871.656250 Penalty: 751.728394
	Iteration 24Q: 3 clusters Score -222871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -222872.781250 Penalty: 751.728394
	Iteration 25Q: 3 clusters Score -222872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -222872.921875 Penalty: 751.728394
	Iteration 26Q: 3 clusters Score -222872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -222875.734375 Penalty: 751.728394
	Iteration 27Q: 3 clusters Score -222875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -222876.156250 Penalty: 751.728394
	Iteration 28Q: 3 clusters Score -222876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -222877.078125 Penalty: 751.728394
	Iteration 29Q: 3 clusters Score -222877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -222877.546875 Penalty: 751.728394
	Iteration 30Q: 3 clusters Score -222877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -222878.015625 Penalty: 751.728394
	Iteration 31Q: 3 clusters Score -222878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -222878.015625 Penalty: 751.728394
	Iteration 32F: 3 clusters Score -222878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Entering Unmasked Estep 
Score: -2042983.500000 Penalty: 473.104858
	Iteration 0F: 2 clusters Score -2042984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2021016.750000 Penalty: 946.209717
	Iteration 0F: 3 clusters Score -2021017 nChanged 15853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2030773.375000 Penalty: 946.209717
	Iteration 1F: 3 clusters Score -2030773 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2031575.375000 Penalty: 946.209717
	Iteration 2F: 3 clusters Score -2031575 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2032860.000000 Penalty: 946.209717
	Iteration 3F: 3 clusters Score -2032860 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2034878.375000 Penalty: 946.209717
	Iteration 4F: 3 clusters Score -2034878 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2037317.500000 Penalty: 946.209717
	Iteration 5F: 3 clusters Score -2037318 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2039392.875000 Penalty: 946.209717
	Iteration 6F: 3 clusters Score -2039393 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -2040692.375000 Penalty: 946.209717
	Iteration 7Q: 3 clusters Score -2040692 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -2041425.000000 Penalty: 946.209717
	Iteration 8Q: 3 clusters Score -2041425 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -2041869.250000 Penalty: 946.209717
	Iteration 9Q: 3 clusters Score -2041869 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -2042145.875000 Penalty: 946.209717
	Iteration 10Q: 3 clusters Score -2042146 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -2042300.250000 Penalty: 946.209717
	Iteration 11Q: 3 clusters Score -2042300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -2042402.750000 Penalty: 946.209717
	Iteration 12Q: 3 clusters Score -2042403 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -2042460.375000 Penalty: 946.209717
	Iteration 13Q: 3 clusters Score -2042460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -2042496.750000 Penalty: 946.209717
	Iteration 14Q: 3 clusters Score -2042497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -2042530.375000 Penalty: 946.209717
	Iteration 15Q: 3 clusters Score -2042530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -2042549.750000 Penalty: 946.209717
	Iteration 16Q: 3 clusters Score -2042550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -2042565.875000 Penalty: 946.209717
	Iteration 17Q: 3 clusters Score -2042566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -2042577.500000 Penalty: 946.209717
	Iteration 18Q: 3 clusters Score -2042578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -2042582.500000 Penalty: 946.209717
	Iteration 19Q: 3 clusters Score -2042582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -2042590.250000 Penalty: 946.209717
	Iteration 20F: 3 clusters Score -2042590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -2042596.875000 Penalty: 946.209717
	Iteration 21Q: 3 clusters Score -2042597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -2042600.250000 Penalty: 946.209717
	Iteration 22Q: 3 clusters Score -2042600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -2042601.125000 Penalty: 946.209717
	Iteration 23Q: 3 clusters Score -2042601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -2042607.625000 Penalty: 946.209717
	Iteration 24Q: 3 clusters Score -2042608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -2042607.000000 Penalty: 946.209717
	Iteration 25Q: 3 clusters Score -2042607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -2042607.000000 Penalty: 946.209717
	Iteration 26Q: 3 clusters Score -2042607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -2042607.625000 Penalty: 946.209717
	Iteration 27Q: 3 clusters Score -2042608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -2042607.500000 Penalty: 946.209717
	Iteration 28Q: 3 clusters Score -2042608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -2042607.500000 Penalty: 946.209717
	Iteration 29F: 3 clusters Score -2042608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11473.041016 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11473.04 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 102 members 
Entering Unmasked Estep 
Score: -11196.412109 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11196.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11255.654297 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11255.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11279.113281 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11279.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11293.969727 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -11293.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11298.977539 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -11298.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11302.757812 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -11302.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11304.916016 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -11304.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11305.453125 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -11305.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11308.260742 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -11308.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11308.260742 Penalty: 488.728058
	Iteration 9F: 3 clusters Score -11308.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2252.062988 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2252.063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2305.612305 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2305.612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Entering Unmasked Estep 
Score: -1993685.625000 Penalty: 477.129974
	Iteration 0F: 2 clusters Score -1993686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1969646.750000 Penalty: 954.259949
	Iteration 0F: 3 clusters Score -1969647 nChanged 17431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1981015.125000 Penalty: 954.259949
	Iteration 1F: 3 clusters Score -1981015 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1982027.875000 Penalty: 954.259949
	Iteration 2F: 3 clusters Score -1982028 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1983155.625000 Penalty: 954.259949
	Iteration 3F: 3 clusters Score -1983156 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1984463.250000 Penalty: 954.259949
	Iteration 4F: 3 clusters Score -1984463 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1985932.000000 Penalty: 954.259949
	Iteration 5Q: 3 clusters Score -1985932 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1987318.875000 Penalty: 954.259949
	Iteration 6Q: 3 clusters Score -1987319 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1988305.000000 Penalty: 954.259949
	Iteration 7Q: 3 clusters Score -1988305 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1988852.625000 Penalty: 954.259949
	Iteration 8Q: 3 clusters Score -1988853 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1989184.875000 Penalty: 954.259949
	Iteration 9Q: 3 clusters Score -1989185 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1989474.375000 Penalty: 954.259949
	Iteration 10Q: 3 clusters Score -1989474 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1989778.875000 Penalty: 954.259949
	Iteration 11Q: 3 clusters Score -1989779 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1990101.000000 Penalty: 954.259949
	Iteration 12Q: 3 clusters Score -1990101 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1990455.625000 Penalty: 954.259949
	Iteration 13Q: 3 clusters Score -1990456 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1990796.125000 Penalty: 954.259949
	Iteration 14Q: 3 clusters Score -1990796 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1991158.500000 Penalty: 954.259949
	Iteration 15Q: 3 clusters Score -1991158 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1991556.500000 Penalty: 954.259949
	Iteration 16Q: 3 clusters Score -1991556 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1991914.625000 Penalty: 954.259949
	Iteration 17Q: 3 clusters Score -1991915 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1992289.625000 Penalty: 954.259949
	Iteration 18Q: 3 clusters Score -1992290 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1992601.375000 Penalty: 954.259949
	Iteration 19Q: 3 clusters Score -1992601 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1992839.750000 Penalty: 954.259949
	Iteration 20F: 3 clusters Score -1992840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1993018.875000 Penalty: 954.259949
	Iteration 21Q: 3 clusters Score -1993019 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1993127.500000 Penalty: 954.259949
	Iteration 22Q: 3 clusters Score -1993128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1993202.875000 Penalty: 954.259949
	Iteration 23Q: 3 clusters Score -1993203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1993236.625000 Penalty: 954.259949
	Iteration 24Q: 3 clusters Score -1993237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1993280.500000 Penalty: 954.259949
	Iteration 25Q: 3 clusters Score -1993280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1993311.000000 Penalty: 954.259949
	Iteration 26Q: 3 clusters Score -1993311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1993321.250000 Penalty: 954.259949
	Iteration 27Q: 3 clusters Score -1993321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1993328.375000 Penalty: 954.259949
	Iteration 28Q: 3 clusters Score -1993328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1993328.000000 Penalty: 954.259949
	Iteration 29Q: 3 clusters Score -1993328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1993328.375000 Penalty: 954.259949
	Iteration 30Q: 3 clusters Score -1993328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1993329.125000 Penalty: 954.259949
	Iteration 31Q: 3 clusters Score -1993329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1993331.500000 Penalty: 954.259949
	Iteration 32Q: 3 clusters Score -1993332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1993330.250000 Penalty: 954.259949
	Iteration 33Q: 3 clusters Score -1993330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1993330.250000 Penalty: 954.259949
	Iteration 34F: 3 clusters Score -1993330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -502895.906250 Penalty: 412.503357
	Iteration 0F: 2 clusters Score -502895.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -497153.093750 Penalty: 825.006714
	Iteration 0F: 3 clusters Score -497153.1 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -499571.156250 Penalty: 825.006714
	Iteration 1F: 3 clusters Score -499571.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -500077.343750 Penalty: 825.006714
	Iteration 2F: 3 clusters Score -500077.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -500710.312500 Penalty: 825.006714
	Iteration 3F: 3 clusters Score -500710.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -501364.500000 Penalty: 825.006714
	Iteration 4F: 3 clusters Score -501364.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -501906.875000 Penalty: 825.006714
	Iteration 5F: 3 clusters Score -501906.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -502266.250000 Penalty: 825.006714
	Iteration 6Q: 3 clusters Score -502266.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -502437.031250 Penalty: 825.006714
	Iteration 7Q: 3 clusters Score -502437 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -502493.968750 Penalty: 825.006714
	Iteration 8Q: 3 clusters Score -502494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -502533.250000 Penalty: 825.006714
	Iteration 9Q: 3 clusters Score -502533.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -502565.406250 Penalty: 825.006714
	Iteration 10Q: 3 clusters Score -502565.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -502588.781250 Penalty: 825.006714
	Iteration 11Q: 3 clusters Score -502588.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -502610.531250 Penalty: 825.006714
	Iteration 12Q: 3 clusters Score -502610.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -502626.031250 Penalty: 825.006714
	Iteration 13Q: 3 clusters Score -502626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -502640.531250 Penalty: 825.006714
	Iteration 14Q: 3 clusters Score -502640.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -502655.906250 Penalty: 825.006714
	Iteration 15Q: 3 clusters Score -502655.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -502673.375000 Penalty: 825.006714
	Iteration 16Q: 3 clusters Score -502673.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -502682.218750 Penalty: 825.006714
	Iteration 17Q: 3 clusters Score -502682.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -502693.156250 Penalty: 825.006714
	Iteration 18Q: 3 clusters Score -502693.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -502700.312500 Penalty: 825.006714
	Iteration 19Q: 3 clusters Score -502700.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -502708.000000 Penalty: 825.006714
	Iteration 20F: 3 clusters Score -502708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -502716.031250 Penalty: 825.006714
	Iteration 21Q: 3 clusters Score -502716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -502721.437500 Penalty: 825.006714
	Iteration 22Q: 3 clusters Score -502721.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -502724.375000 Penalty: 825.006714
	Iteration 23Q: 3 clusters Score -502724.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -502726.687500 Penalty: 825.006714
	Iteration 24Q: 3 clusters Score -502726.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -502731.843750 Penalty: 825.006714
	Iteration 25Q: 3 clusters Score -502731.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -502734.906250 Penalty: 825.006714
	Iteration 26Q: 3 clusters Score -502734.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -502738.406250 Penalty: 825.006714
	Iteration 27Q: 3 clusters Score -502738.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -502742.218750 Penalty: 825.006714
	Iteration 28Q: 3 clusters Score -502742.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -502744.875000 Penalty: 825.006714
	Iteration 29Q: 3 clusters Score -502744.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -502746.593750 Penalty: 825.006714
	Iteration 30Q: 3 clusters Score -502746.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -502747.843750 Penalty: 825.006714
	Iteration 31Q: 3 clusters Score -502747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -502751.031250 Penalty: 825.006714
	Iteration 32Q: 3 clusters Score -502751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -502752.406250 Penalty: 825.006714
	Iteration 33Q: 3 clusters Score -502752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -502753.312500 Penalty: 825.006714
	Iteration 34Q: 3 clusters Score -502753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -502754.968750 Penalty: 825.006714
	Iteration 35Q: 3 clusters Score -502755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -502755.281250 Penalty: 825.006714
	Iteration 36Q: 3 clusters Score -502755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -502756.625000 Penalty: 825.006714
	Iteration 37Q: 3 clusters Score -502756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -502756.406250 Penalty: 825.006714
	Iteration 38Q: 3 clusters Score -502756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -502755.562500 Penalty: 825.006714
	Iteration 39Q: 3 clusters Score -502755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -502756.031250 Penalty: 825.006714
	Iteration 40F: 3 clusters Score -502756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -11183.040039 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -11183.04 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: -10893.216797 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -10893.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10982.571289 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -10982.57 nChanged 19
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: -11014.424805 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -11014.42 nChanged 11
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: -11030.956055 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -11030.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11047.717773 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -11047.72 nChanged 8
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: -11081.646484 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -11081.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11100.583984 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -11100.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11111.052734 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -11111.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11118.947266 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -11118.95 nChanged 3
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: -11122.242188 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -11122.24 nChanged 0
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: -11122.242188 Penalty: 489.150330
	Iteration 10F: 3 clusters Score -11122.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Entering Unmasked Estep 
Score: -299031.406250 Penalty: 391.461731
	Iteration 0F: 2 clusters Score -299031.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -295295.906250 Penalty: 782.923462
	Iteration 0F: 3 clusters Score -295295.9 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -296711.812500 Penalty: 782.923462
	Iteration 1F: 3 clusters Score -296711.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -296914.656250 Penalty: 782.923462
	Iteration 2F: 3 clusters Score -296914.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -297203.343750 Penalty: 782.923462
	Iteration 3F: 3 clusters Score -297203.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -297625.562500 Penalty: 782.923462
	Iteration 4F: 3 clusters Score -297625.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -298046.500000 Penalty: 782.923462
	Iteration 5F: 3 clusters Score -298046.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -298305.312500 Penalty: 782.923462
	Iteration 6F: 3 clusters Score -298305.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -298459.968750 Penalty: 782.923462
	Iteration 7Q: 3 clusters Score -298460 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -298589.281250 Penalty: 782.923462
	Iteration 8Q: 3 clusters Score -298589.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -298653.968750 Penalty: 782.923462
	Iteration 9Q: 3 clusters Score -298654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -298684.906250 Penalty: 782.923462
	Iteration 10Q: 3 clusters Score -298684.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -298695.625000 Penalty: 782.923462
	Iteration 11Q: 3 clusters Score -298695.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -298702.718750 Penalty: 782.923462
	Iteration 12Q: 3 clusters Score -298702.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -298708.062500 Penalty: 782.923462
	Iteration 13Q: 3 clusters Score -298708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -298710.093750 Penalty: 782.923462
	Iteration 14Q: 3 clusters Score -298710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -298711.312500 Penalty: 782.923462
	Iteration 15Q: 3 clusters Score -298711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -298712.156250 Penalty: 782.923462
	Iteration 16Q: 3 clusters Score -298712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -298712.093750 Penalty: 782.923462
	Iteration 17Q: 3 clusters Score -298712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -298712.718750 Penalty: 782.923462
	Iteration 18Q: 3 clusters Score -298712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -298712.718750 Penalty: 782.923462
	Iteration 19F: 3 clusters Score -298712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -179042.656250 Penalty: 369.783478
	Iteration 0F: 2 clusters Score -179042.7 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 1674 members 
Entering Unmasked Estep 
Score: -176677.875000 Penalty: 739.566956
	Iteration 0F: 3 clusters Score -176677.9 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -177497.671875 Penalty: 739.566956
	Iteration 1F: 3 clusters Score -177497.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -177575.187500 Penalty: 739.566956
	Iteration 2F: 3 clusters Score -177575.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -177642.359375 Penalty: 739.566956
	Iteration 3Q: 3 clusters Score -177642.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -177728.687500 Penalty: 739.566956
	Iteration 4F: 3 clusters Score -177728.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -177842.765625 Penalty: 739.566956
	Iteration 5F: 3 clusters Score -177842.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -177981.421875 Penalty: 739.566956
	Iteration 6F: 3 clusters Score -177981.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178174.343750 Penalty: 739.566956
	Iteration 7F: 3 clusters Score -178174.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -178391.328125 Penalty: 739.566956
	Iteration 8F: 3 clusters Score -178391.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -178584.765625 Penalty: 739.566956
	Iteration 9F: 3 clusters Score -178584.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -178695.593750 Penalty: 739.566956
	Iteration 10Q: 3 clusters Score -178695.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -178750.437500 Penalty: 739.566956
	Iteration 11Q: 3 clusters Score -178750.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -178783.640625 Penalty: 739.566956
	Iteration 12Q: 3 clusters Score -178783.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -178798.140625 Penalty: 739.566956
	Iteration 13Q: 3 clusters Score -178798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -178807.328125 Penalty: 739.566956
	Iteration 14Q: 3 clusters Score -178807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -178819.093750 Penalty: 739.566956
	Iteration 15Q: 3 clusters Score -178819.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -178829.812500 Penalty: 739.566956
	Iteration 16Q: 3 clusters Score -178829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -178832.843750 Penalty: 739.566956
	Iteration 17Q: 3 clusters Score -178832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -178836.343750 Penalty: 739.566956
	Iteration 18Q: 3 clusters Score -178836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -178836.406250 Penalty: 739.566956
	Iteration 19Q: 3 clusters Score -178836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -178836.406250 Penalty: 739.566956
	Iteration 20F: 3 clusters Score -178836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -112818.546875 Penalty: 349.803894
	Iteration 0F: 2 clusters Score -112818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -111268.976562 Penalty: 699.607788
	Iteration 0F: 3 clusters Score -111269 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -111943.976562 Penalty: 699.607788
	Iteration 1F: 3 clusters Score -111944 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -112129.617188 Penalty: 699.607788
	Iteration 2F: 3 clusters Score -112129.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -112259.960938 Penalty: 699.607788
	Iteration 3F: 3 clusters Score -112260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -112382.835938 Penalty: 699.607788
	Iteration 4F: 3 clusters Score -112382.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -112511.835938 Penalty: 699.607788
	Iteration 5F: 3 clusters Score -112511.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -112626.062500 Penalty: 699.607788
	Iteration 6F: 3 clusters Score -112626.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -112704.234375 Penalty: 699.607788
	Iteration 7Q: 3 clusters Score -112704.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -112769.765625 Penalty: 699.607788
	Iteration 8Q: 3 clusters Score -112769.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -112826.710938 Penalty: 699.607788
	Iteration 9Q: 3 clusters Score -112826.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -112872.070312 Penalty: 699.607788
	Iteration 10Q: 3 clusters Score -112872.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -112911.976562 Penalty: 699.607788
	Iteration 11Q: 3 clusters Score -112912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -112948.960938 Penalty: 699.607788
	Iteration 12Q: 3 clusters Score -112949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -112974.007812 Penalty: 699.607788
	Iteration 13Q: 3 clusters Score -112974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -112994.984375 Penalty: 699.607788
	Iteration 14Q: 3 clusters Score -112995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -113009.109375 Penalty: 699.607788
	Iteration 15Q: 3 clusters Score -113009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -113017.382812 Penalty: 699.607788
	Iteration 16Q: 3 clusters Score -113017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -113021.632812 Penalty: 699.607788
	Iteration 17Q: 3 clusters Score -113021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -113022.359375 Penalty: 699.607788
	Iteration 18Q: 3 clusters Score -113022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -113022.695312 Penalty: 699.607788
	Iteration 19Q: 3 clusters Score -113022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -113023.554688 Penalty: 699.607788
	Iteration 20F: 3 clusters Score -113023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -113026.320312 Penalty: 699.607788
	Iteration 21Q: 3 clusters Score -113026.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -113027.335938 Penalty: 699.607788
	Iteration 22Q: 3 clusters Score -113027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -113027.820312 Penalty: 699.607788
	Iteration 23Q: 3 clusters Score -113027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -113027.820312 Penalty: 699.607788
	Iteration 24F: 3 clusters Score -113027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 194159 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 32791 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35824 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5451 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96632 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1618 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1625 members 
Entering Unmasked Estep 
Score: -23073022.000000 Penalty: 17048.580078
Splitting cluster 20 changes total score from -23073016.000000 to -23073022.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -2686.065918 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -2686.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2542.345947 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -2542.346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2569.650146 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -2569.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7359.514648 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7359.515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7411.003906 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7411.004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7440.202637 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7440.203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7449.102051 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7449.102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7453.121094 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7453.121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7454.421875 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7454.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7455.114746 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7455.115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7456.162109 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7456.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7458.625977 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -7458.626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7461.365723 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -7461.366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7461.365723 Penalty: 456.572449
	Iteration 10F: 3 clusters Score -7461.366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -35914.078125 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -35914.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35303.601562 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -35303.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35462.980469 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -35462.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35514.394531 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -35514.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35541.191406 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -35541.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35557.050781 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -35557.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35563.343750 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -35563.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35571.359375 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -35571.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35581.699219 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -35581.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35589.054688 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -35589.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35598.167969 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -35598.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35610.906250 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -35610.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35620.019531 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -35620.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35636.582031 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -35636.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35648.804688 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -35648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35673.664062 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -35673.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35685.644531 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -35685.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35690.871094 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -35690.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35691.785156 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -35691.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35691.785156 Penalty: 587.851318
	Iteration 18F: 3 clusters Score -35691.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (96632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Entering Unmasked Estep 
Score: -5800629.000000 Penalty: 522.279297
	Iteration 0F: 2 clusters Score -5800629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5736167.500000 Penalty: 1044.558594
	Iteration 0F: 3 clusters Score -5736168 nChanged 47195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5766679.000000 Penalty: 1044.558594
	Iteration 1F: 3 clusters Score -5766679 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -5770485.500000 Penalty: 1044.558594
	Iteration 2F: 3 clusters Score -5770486 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5776338.000000 Penalty: 1044.558594
	Iteration 3F: 3 clusters Score -5776338 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5783503.500000 Penalty: 1044.558594
	Iteration 4F: 3 clusters Score -5783504 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -5790013.500000 Penalty: 1044.558594
	Iteration 5F: 3 clusters Score -5790014 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -5794282.500000 Penalty: 1044.558594
	Iteration 6Q: 3 clusters Score -5794282 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5796893.500000 Penalty: 1044.558594
	Iteration 7Q: 3 clusters Score -5796894 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5798205.000000 Penalty: 1044.558594
	Iteration 8Q: 3 clusters Score -5798205 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5798967.000000 Penalty: 1044.558594
	Iteration 9Q: 3 clusters Score -5798967 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5799387.000000 Penalty: 1044.558594
	Iteration 10Q: 3 clusters Score -5799387 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5799640.500000 Penalty: 1044.558594
	Iteration 11Q: 3 clusters Score -5799640 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5799809.500000 Penalty: 1044.558594
	Iteration 12Q: 3 clusters Score -5799810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96006 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5799907.000000 Penalty: 1044.558594
	Iteration 13Q: 3 clusters Score -5799907 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5799965.500000 Penalty: 1044.558594
	Iteration 14Q: 3 clusters Score -5799966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5800036.000000 Penalty: 1044.558594
	Iteration 15Q: 3 clusters Score -5800036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5800059.500000 Penalty: 1044.558594
	Iteration 16Q: 3 clusters Score -5800060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5800094.000000 Penalty: 1044.558594
	Iteration 17Q: 3 clusters Score -5800094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5800125.000000 Penalty: 1044.558594
	Iteration 18Q: 3 clusters Score -5800125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5800143.500000 Penalty: 1044.558594
	Iteration 19Q: 3 clusters Score -5800144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5800141.500000 Penalty: 1044.558594
	Iteration 20F: 3 clusters Score -5800142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5800164.000000 Penalty: 1044.558594
	Iteration 21Q: 3 clusters Score -5800164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5800176.500000 Penalty: 1044.558594
	Iteration 22Q: 3 clusters Score -5800176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5800184.000000 Penalty: 1044.558594
	Iteration 23Q: 3 clusters Score -5800184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5800187.500000 Penalty: 1044.558594
	Iteration 24Q: 3 clusters Score -5800188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5800189.500000 Penalty: 1044.558594
	Iteration 25Q: 3 clusters Score -5800190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5800191.500000 Penalty: 1044.558594
	Iteration 26Q: 3 clusters Score -5800192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5800195.500000 Penalty: 1044.558594
	Iteration 27Q: 3 clusters Score -5800196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5800201.000000 Penalty: 1044.558594
	Iteration 28Q: 3 clusters Score -5800201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5800200.000000 Penalty: 1044.558594
	Iteration 29Q: 3 clusters Score -5800200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5800205.500000 Penalty: 1044.558594
	Iteration 30Q: 3 clusters Score -5800206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5800206.500000 Penalty: 1044.558594
	Iteration 31Q: 3 clusters Score -5800206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5800206.500000 Penalty: 1044.558594
	Iteration 32F: 3 clusters Score -5800206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12668.598633 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12668.6 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 143 members 
Entering Unmasked Estep 
Score: -12376.174805 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -12376.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12485.518555 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -12485.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12516.851562 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -12516.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12537.303711 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -12537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12552.744141 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -12552.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12568.494141 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -12568.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12575.856445 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -12575.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12577.375000 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -12577.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12577.375000 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -12577.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7137.883301 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7137.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6877.833008 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -6877.833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6929.111816 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -6929.112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6982.339844 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -6982.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7015.897949 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -7015.898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7035.958008 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7035.958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7045.213379 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7045.213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7049.805176 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -7049.805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -7051.969238 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -7051.969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -7053.742188 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -7053.742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7056.475586 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -7056.476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7056.475586 Penalty: 457.173126
	Iteration 10F: 3 clusters Score -7056.476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -99567.289062 Penalty: 336.197052
	Iteration 0F: 2 clusters Score -99567.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -98357.375000 Penalty: 672.394104
	Iteration 0F: 3 clusters Score -98357.38 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -98757.375000 Penalty: 672.394104
	Iteration 1F: 3 clusters Score -98757.38 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -98814.539062 Penalty: 672.394104
	Iteration 2F: 3 clusters Score -98814.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -98840.546875 Penalty: 672.394104
	Iteration 3Q: 3 clusters Score -98840.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -98860.804688 Penalty: 672.394104
	Iteration 4Q: 3 clusters Score -98860.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -98877.796875 Penalty: 672.394104
	Iteration 5Q: 3 clusters Score -98877.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98894.062500 Penalty: 672.394104
	Iteration 6Q: 3 clusters Score -98894.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -98911.695312 Penalty: 672.394104
	Iteration 7Q: 3 clusters Score -98911.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -98931.515625 Penalty: 672.394104
	Iteration 8Q: 3 clusters Score -98931.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -98959.789062 Penalty: 672.394104
	Iteration 9Q: 3 clusters Score -98959.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -98992.640625 Penalty: 672.394104
	Iteration 10Q: 3 clusters Score -98992.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -99029.242188 Penalty: 672.394104
	Iteration 11Q: 3 clusters Score -99029.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -99066.875000 Penalty: 672.394104
	Iteration 12Q: 3 clusters Score -99066.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -99088.507812 Penalty: 672.394104
	Iteration 13Q: 3 clusters Score -99088.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -99105.382812 Penalty: 672.394104
	Iteration 14Q: 3 clusters Score -99105.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -99126.078125 Penalty: 672.394104
	Iteration 15Q: 3 clusters Score -99126.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -99149.093750 Penalty: 672.394104
	Iteration 16Q: 3 clusters Score -99149.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -99160.820312 Penalty: 672.394104
	Iteration 17Q: 3 clusters Score -99160.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -99170.242188 Penalty: 672.394104
	Iteration 18Q: 3 clusters Score -99170.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -99179.664062 Penalty: 672.394104
	Iteration 19Q: 3 clusters Score -99179.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -99185.953125 Penalty: 672.394104
	Iteration 20F: 3 clusters Score -99185.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -99189.023438 Penalty: 672.394104
	Iteration 21Q: 3 clusters Score -99189.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -99191.679688 Penalty: 672.394104
	Iteration 22Q: 3 clusters Score -99191.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -99193.492188 Penalty: 672.394104
	Iteration 23Q: 3 clusters Score -99193.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -99196.898438 Penalty: 672.394104
	Iteration 24Q: 3 clusters Score -99196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -99201.859375 Penalty: 672.394104
	Iteration 25Q: 3 clusters Score -99201.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -99206.429688 Penalty: 672.394104
	Iteration 26Q: 3 clusters Score -99206.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -99210.992188 Penalty: 672.394104
	Iteration 27Q: 3 clusters Score -99210.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -99218.500000 Penalty: 672.394104
	Iteration 28Q: 3 clusters Score -99218.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -99225.726562 Penalty: 672.394104
	Iteration 29Q: 3 clusters Score -99225.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -99231.210938 Penalty: 672.394104
	Iteration 30Q: 3 clusters Score -99231.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -99240.359375 Penalty: 672.394104
	Iteration 31Q: 3 clusters Score -99240.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -99250.867188 Penalty: 672.394104
	Iteration 32Q: 3 clusters Score -99250.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -99260.554688 Penalty: 672.394104
	Iteration 33Q: 3 clusters Score -99260.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -99262.062500 Penalty: 672.394104
	Iteration 34Q: 3 clusters Score -99262.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -99264.421875 Penalty: 672.394104
	Iteration 35Q: 3 clusters Score -99264.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -99265.843750 Penalty: 672.394104
	Iteration 36Q: 3 clusters Score -99265.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -99266.273438 Penalty: 672.394104
	Iteration 37Q: 3 clusters Score -99266.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -99266.367188 Penalty: 672.394104
	Iteration 38Q: 3 clusters Score -99266.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -99266.367188 Penalty: 672.394104
	Iteration 39F: 3 clusters Score -99266.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -23232.365234 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -23232.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22824.767578 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -22824.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22933.179688 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -22933.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22954.125000 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -22954.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22959.990234 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -22959.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22965.326172 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -22965.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22968.117188 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -22968.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22970.671875 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -22970.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22970.671875 Penalty: 542.451477
	Iteration 7F: 3 clusters Score -22970.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 194159 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 32791 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35824 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5451 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96632 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1618 members 
Mstep: Class 28 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073244.000000 Penalty: 17048.580078
Iteration 279Q: 30 clusters Score -2.307324e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 194170 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 32873 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35706 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5513 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 680 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96569 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073396.000000 Penalty: 17048.580078
Iteration 280F: 30 clusters Score -2.30734e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 194183 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 32955 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35606 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5509 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 771 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96518 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073452.000000 Penalty: 17048.580078
Iteration 281Q: 30 clusters Score -2.307345e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 194196 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 33048 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35509 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5517 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 847 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96468 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073582.000000 Penalty: 17048.580078
Iteration 282Q: 30 clusters Score -2.307358e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 194201 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 3884 members 
Mstep: Class 12 contains 33139 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35463 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5518 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96397 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073638.000000 Penalty: 17048.580078
Iteration 283Q: 30 clusters Score -2.307364e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7419 members 
Mstep: Class 6 contains 194208 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 33228 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35422 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 935 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96322 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073622.000000 Penalty: 17048.580078
Iteration 284Q: 30 clusters Score -2.307362e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7401 members 
Mstep: Class 6 contains 194177 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 33332 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35394 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5534 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96263 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073610.000000 Penalty: 17048.580078
Iteration 285Q: 30 clusters Score -2.307361e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 194154 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 645 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 3891 members 
Mstep: Class 12 contains 33419 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35373 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5546 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 988 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073628.000000 Penalty: 17048.580078
Iteration 286Q: 30 clusters Score -2.307363e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 194168 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 33488 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35336 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5556 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 1022 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96161 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073646.000000 Penalty: 17048.580078
Iteration 287Q: 30 clusters Score -2.307365e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7331 members 
Mstep: Class 6 contains 194230 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 33547 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35286 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5565 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96088 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073646.000000 Penalty: 17048.580078
Iteration 288Q: 30 clusters Score -2.307365e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 194299 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 33607 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35238 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5575 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 1077 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 96023 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073644.000000 Penalty: 17048.580078
Iteration 289Q: 30 clusters Score -2.307364e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 194369 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 33664 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35200 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95956 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073698.000000 Penalty: 17048.580078
Iteration 290Q: 30 clusters Score -2.30737e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 194439 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 3055 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 33713 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35169 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 1113 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95883 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073620.000000 Penalty: 17048.580078
Iteration 291Q: 30 clusters Score -2.307362e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7230 members 
Mstep: Class 6 contains 194481 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 3046 members 
Mstep: Class 11 contains 3900 members 
Mstep: Class 12 contains 33778 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35138 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95818 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073632.000000 Penalty: 17048.580078
Iteration 292Q: 30 clusters Score -2.307363e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 194511 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 3900 members 
Mstep: Class 12 contains 33857 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35117 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 1147 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95762 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073688.000000 Penalty: 17048.580078
Iteration 293Q: 30 clusters Score -2.307369e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7175 members 
Mstep: Class 6 contains 194555 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 3025 members 
Mstep: Class 11 contains 3902 members 
Mstep: Class 12 contains 33932 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35089 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95700 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073698.000000 Penalty: 17048.580078
Iteration 294Q: 30 clusters Score -2.30737e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 173 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 194613 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3900 members 
Mstep: Class 12 contains 34009 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35063 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95621 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073700.000000 Penalty: 17048.580078
Iteration 295Q: 30 clusters Score -2.30737e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7117 members 
Mstep: Class 6 contains 194676 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 3902 members 
Mstep: Class 12 contains 34083 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35031 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95563 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073758.000000 Penalty: 17048.580078
Iteration 296Q: 30 clusters Score -2.307376e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7071 members 
Mstep: Class 6 contains 194737 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 3905 members 
Mstep: Class 12 contains 34148 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 35001 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95501 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073758.000000 Penalty: 17048.580078
Iteration 297Q: 30 clusters Score -2.307376e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7036 members 
Mstep: Class 6 contains 194802 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 3907 members 
Mstep: Class 12 contains 34216 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34981 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5634 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95433 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073766.000000 Penalty: 17048.580078
Iteration 298Q: 30 clusters Score -2.307377e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 194852 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 3908 members 
Mstep: Class 12 contains 34284 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34970 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95364 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073818.000000 Penalty: 17048.580078
Iteration 299Q: 30 clusters Score -2.307382e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 194902 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 3913 members 
Mstep: Class 12 contains 34354 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34964 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95281 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073838.000000 Penalty: 17048.580078
Iteration 300F: 30 clusters Score -2.307384e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 6963 members 
Mstep: Class 6 contains 194939 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2966 members 
Mstep: Class 11 contains 3918 members 
Mstep: Class 12 contains 34424 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34958 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5641 members 
Mstep: Class 19 contains 3428 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95185 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1586 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073856.000000 Penalty: 17048.580078
Iteration 301Q: 30 clusters Score -2.307386e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6941 members 
Mstep: Class 6 contains 195006 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 34486 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34946 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95094 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1583 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073852.000000 Penalty: 17048.580078
Iteration 302Q: 30 clusters Score -2.307385e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6919 members 
Mstep: Class 6 contains 195083 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 34542 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34928 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5652 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 95007 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1579 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073834.000000 Penalty: 17048.580078
Iteration 303Q: 30 clusters Score -2.307383e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 195170 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2947 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 34591 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34906 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94928 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073846.000000 Penalty: 17048.580078
Iteration 304Q: 30 clusters Score -2.307385e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 195241 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1710 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 34638 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34895 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5661 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94856 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1574 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073926.000000 Penalty: 17048.580078
Iteration 305Q: 30 clusters Score -2.307393e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 195318 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1709 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2933 members 
Mstep: Class 11 contains 3936 members 
Mstep: Class 12 contains 34690 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34885 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94774 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1569 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073952.000000 Penalty: 17048.580078
Iteration 306Q: 30 clusters Score -2.307395e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 195394 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 3938 members 
Mstep: Class 12 contains 34737 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34879 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94695 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073978.000000 Penalty: 17048.580078
Iteration 307Q: 30 clusters Score -2.307398e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 195461 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 34804 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34866 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94616 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1556 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074020.000000 Penalty: 17048.580078
Iteration 308Q: 30 clusters Score -2.307402e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 195493 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 3937 members 
Mstep: Class 12 contains 34870 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34857 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5695 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94557 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074078.000000 Penalty: 17048.580078
Iteration 309Q: 30 clusters Score -2.307408e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 195511 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 3939 members 
Mstep: Class 12 contains 34942 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34847 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94505 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1544 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074082.000000 Penalty: 17048.580078
Iteration 310Q: 30 clusters Score -2.307408e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 195493 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 35012 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34839 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94470 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074080.000000 Penalty: 17048.580078
Iteration 311Q: 30 clusters Score -2.307408e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6711 members 
Mstep: Class 6 contains 195474 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2887 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 35078 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34833 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5723 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94437 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074046.000000 Penalty: 17048.580078
Iteration 312Q: 30 clusters Score -2.307405e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 195464 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 3941 members 
Mstep: Class 12 contains 35144 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34824 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94407 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074038.000000 Penalty: 17048.580078
Iteration 313Q: 30 clusters Score -2.307404e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 195446 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2882 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 35209 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34816 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5750 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94374 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 391 members 
Mstep: Class 29 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074024.000000 Penalty: 17048.580078
Iteration 314Q: 30 clusters Score -2.307402e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6686 members 
Mstep: Class 6 contains 195421 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 3941 members 
Mstep: Class 12 contains 35278 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34808 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5759 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94346 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073998.000000 Penalty: 17048.580078
Iteration 315Q: 30 clusters Score -2.3074e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 195391 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2875 members 
Mstep: Class 11 contains 3943 members 
Mstep: Class 12 contains 35352 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34798 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94319 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074024.000000 Penalty: 17048.580078
Iteration 316Q: 30 clusters Score -2.307402e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6672 members 
Mstep: Class 6 contains 195367 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 3941 members 
Mstep: Class 12 contains 35422 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34784 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94297 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074008.000000 Penalty: 17048.580078
Iteration 317Q: 30 clusters Score -2.307401e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 195347 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1695 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 35487 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34775 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94268 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073974.000000 Penalty: 17048.580078
Iteration 318Q: 30 clusters Score -2.307397e+07 nChanged 151
Entering ConstructFrom: 
Score: -23073974.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -53523.542969 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -53523.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52732.011719 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -52732.01 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -52967.617188 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -52967.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53005.773438 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -53005.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -53038.386719 Penalty: 624.415771
	Iteration 3F: 3 clusters Score -53038.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -53068.300781 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -53068.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -53096.222656 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -53096.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53125.617188 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -53125.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -53157.160156 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -53157.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -53180.945312 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -53180.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -53212.777344 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -53212.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -53234.925781 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -53234.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -53249.738281 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -53249.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -53255.804688 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -53255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -53265.500000 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -53265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -53271.527344 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -53271.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -53275.128906 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -53275.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -53281.328125 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -53281.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -53282.535156 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -53282.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -53283.015625 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -53283.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -53283.015625 Penalty: 624.415771
	Iteration 19F: 3 clusters Score -53283.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -66472.015625 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66472.02 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66775.328125 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66775.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -66832.601562 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66832.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -66870.875000 Penalty: 644.588318
	Iteration 3Q: 3 clusters Score -66870.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -66900.109375 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66900.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66924.070312 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66924.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66943.773438 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66943.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66962.484375 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66962.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66971.640625 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66971.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66978.445312 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -66978.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66985.968750 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -66985.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66992.835938 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -66992.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66995.765625 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -66995.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66998.554688 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -66998.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67000.648438 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -67000.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67001.867188 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -67001.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67002.882812 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -67002.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67003.382812 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -67003.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67003.382812 Penalty: 644.588318
	Iteration 18F: 3 clusters Score -67003.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -7891.905273 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -7891.905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7681.139160 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7681.139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7848.799805 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7925.554688 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7925.555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7940.132324 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -7940.132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7958.733887 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7958.734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7958.733887 Penalty: 468.421997
	Iteration 5F: 3 clusters Score -7958.734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 133 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6658 members 
Mstep: Class 6 contains 195319 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 35555 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34761 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94245 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1485 members 
Mstep: Class 30 contains 39 members 
Entering Unmasked Estep 
Score: -23073654.000000 Penalty: 17636.460938
Splitting cluster 3 changes total score from -23073974.000000 to -23073654.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -82699.632812 Penalty: 331.770355
	Iteration 0F: 2 clusters Score -82699.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -81587.117188 Penalty: 663.540710
	Iteration 0F: 3 clusters Score -81587.12 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -81954.179688 Penalty: 663.540710
	Iteration 1F: 3 clusters Score -81954.18 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -82012.226562 Penalty: 663.540710
	Iteration 2F: 3 clusters Score -82012.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -82036.851562 Penalty: 663.540710
	Iteration 3F: 3 clusters Score -82036.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -82053.484375 Penalty: 663.540710
	Iteration 4Q: 3 clusters Score -82053.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -82069.703125 Penalty: 663.540710
	Iteration 5Q: 3 clusters Score -82069.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -82080.406250 Penalty: 663.540710
	Iteration 6Q: 3 clusters Score -82080.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -82087.132812 Penalty: 663.540710
	Iteration 7Q: 3 clusters Score -82087.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -82093.273438 Penalty: 663.540710
	Iteration 8Q: 3 clusters Score -82093.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -82101.148438 Penalty: 663.540710
	Iteration 9Q: 3 clusters Score -82101.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -82107.703125 Penalty: 663.540710
	Iteration 10Q: 3 clusters Score -82107.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -82113.226562 Penalty: 663.540710
	Iteration 11Q: 3 clusters Score -82113.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -82117.718750 Penalty: 663.540710
	Iteration 12Q: 3 clusters Score -82117.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -82125.125000 Penalty: 663.540710
	Iteration 13Q: 3 clusters Score -82125.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -82136.304688 Penalty: 663.540710
	Iteration 14Q: 3 clusters Score -82136.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -82150.359375 Penalty: 663.540710
	Iteration 15Q: 3 clusters Score -82150.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82163.476562 Penalty: 663.540710
	Iteration 16Q: 3 clusters Score -82163.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -82180.007812 Penalty: 663.540710
	Iteration 17Q: 3 clusters Score -82180.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -82195.875000 Penalty: 663.540710
	Iteration 18Q: 3 clusters Score -82195.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -82216.992188 Penalty: 663.540710
	Iteration 19Q: 3 clusters Score -82216.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -82234.296875 Penalty: 663.540710
	Iteration 20F: 3 clusters Score -82234.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -82253.179688 Penalty: 663.540710
	Iteration 21Q: 3 clusters Score -82253.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -82277.117188 Penalty: 663.540710
	Iteration 22Q: 3 clusters Score -82277.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -82300.578125 Penalty: 663.540710
	Iteration 23Q: 3 clusters Score -82300.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -82317.070312 Penalty: 663.540710
	Iteration 24Q: 3 clusters Score -82317.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -82333.171875 Penalty: 663.540710
	Iteration 25Q: 3 clusters Score -82333.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -82365.968750 Penalty: 663.540710
	Iteration 26Q: 3 clusters Score -82365.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -82408.156250 Penalty: 663.540710
	Iteration 27Q: 3 clusters Score -82408.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -82430.906250 Penalty: 663.540710
	Iteration 28Q: 3 clusters Score -82430.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -82448.867188 Penalty: 663.540710
	Iteration 29Q: 3 clusters Score -82448.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -82460.234375 Penalty: 663.540710
	Iteration 30Q: 3 clusters Score -82460.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -82463.968750 Penalty: 663.540710
	Iteration 31Q: 3 clusters Score -82463.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -82466.093750 Penalty: 663.540710
	Iteration 32Q: 3 clusters Score -82466.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -82468.742188 Penalty: 663.540710
	Iteration 33Q: 3 clusters Score -82468.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -82485.804688 Penalty: 663.540710
	Iteration 34Q: 3 clusters Score -82485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -82493.835938 Penalty: 663.540710
	Iteration 35Q: 3 clusters Score -82493.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -82495.062500 Penalty: 663.540710
	Iteration 36Q: 3 clusters Score -82495.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -82496.984375 Penalty: 663.540710
	Iteration 37Q: 3 clusters Score -82496.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -82497.539062 Penalty: 663.540710
	Iteration 38Q: 3 clusters Score -82497.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -82498.546875 Penalty: 663.540710
	Iteration 39Q: 3 clusters Score -82498.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -82500.476562 Penalty: 663.540710
	Iteration 40F: 3 clusters Score -82500.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -82501.757812 Penalty: 663.540710
	Iteration 41Q: 3 clusters Score -82501.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -82501.757812 Penalty: 663.540710
	Iteration 42F: 3 clusters Score -82501.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -387661.000000 Penalty: 400.562653
	Iteration 0F: 2 clusters Score -387661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -383175.406250 Penalty: 801.125305
	Iteration 0F: 3 clusters Score -383175.4 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -384969.593750 Penalty: 801.125305
	Iteration 1F: 3 clusters Score -384969.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -385400.218750 Penalty: 801.125305
	Iteration 2F: 3 clusters Score -385400.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -385921.531250 Penalty: 801.125305
	Iteration 3F: 3 clusters Score -385921.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -386393.562500 Penalty: 801.125305
	Iteration 4F: 3 clusters Score -386393.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -386744.218750 Penalty: 801.125305
	Iteration 5F: 3 clusters Score -386744.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -386927.000000 Penalty: 801.125305
	Iteration 6Q: 3 clusters Score -386927 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -387001.937500 Penalty: 801.125305
	Iteration 7Q: 3 clusters Score -387001.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -387053.718750 Penalty: 801.125305
	Iteration 8Q: 3 clusters Score -387053.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -387085.406250 Penalty: 801.125305
	Iteration 9Q: 3 clusters Score -387085.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -387109.437500 Penalty: 801.125305
	Iteration 10Q: 3 clusters Score -387109.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -387127.531250 Penalty: 801.125305
	Iteration 11Q: 3 clusters Score -387127.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -387143.687500 Penalty: 801.125305
	Iteration 12Q: 3 clusters Score -387143.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -387155.593750 Penalty: 801.125305
	Iteration 13Q: 3 clusters Score -387155.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -387167.531250 Penalty: 801.125305
	Iteration 14Q: 3 clusters Score -387167.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -387186.125000 Penalty: 801.125305
	Iteration 15Q: 3 clusters Score -387186.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -387205.812500 Penalty: 801.125305
	Iteration 16Q: 3 clusters Score -387205.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -387227.312500 Penalty: 801.125305
	Iteration 17Q: 3 clusters Score -387227.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -387244.937500 Penalty: 801.125305
	Iteration 18Q: 3 clusters Score -387244.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -387271.468750 Penalty: 801.125305
	Iteration 19Q: 3 clusters Score -387271.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -387294.562500 Penalty: 801.125305
	Iteration 20F: 3 clusters Score -387294.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -387310.343750 Penalty: 801.125305
	Iteration 21Q: 3 clusters Score -387310.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -387318.312500 Penalty: 801.125305
	Iteration 22Q: 3 clusters Score -387318.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -387322.343750 Penalty: 801.125305
	Iteration 23Q: 3 clusters Score -387322.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -387324.125000 Penalty: 801.125305
	Iteration 24Q: 3 clusters Score -387324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -387325.718750 Penalty: 801.125305
	Iteration 25Q: 3 clusters Score -387325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -387326.500000 Penalty: 801.125305
	Iteration 26Q: 3 clusters Score -387326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -387328.062500 Penalty: 801.125305
	Iteration 27Q: 3 clusters Score -387328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -387329.437500 Penalty: 801.125305
	Iteration 28Q: 3 clusters Score -387329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -387330.281250 Penalty: 801.125305
	Iteration 29Q: 3 clusters Score -387330.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -387331.031250 Penalty: 801.125305
	Iteration 30Q: 3 clusters Score -387331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -387332.093750 Penalty: 801.125305
	Iteration 31Q: 3 clusters Score -387332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -387333.062500 Penalty: 801.125305
	Iteration 32Q: 3 clusters Score -387333.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -387335.093750 Penalty: 801.125305
	Iteration 33Q: 3 clusters Score -387335.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -387338.656250 Penalty: 801.125305
	Iteration 34Q: 3 clusters Score -387338.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -387342.781250 Penalty: 801.125305
	Iteration 35Q: 3 clusters Score -387342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -387344.875000 Penalty: 801.125305
	Iteration 36Q: 3 clusters Score -387344.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -387349.187500 Penalty: 801.125305
	Iteration 37Q: 3 clusters Score -387349.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -387351.875000 Penalty: 801.125305
	Iteration 38Q: 3 clusters Score -387351.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -387354.906250 Penalty: 801.125305
	Iteration 39Q: 3 clusters Score -387354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -387357.781250 Penalty: 801.125305
	Iteration 40F: 3 clusters Score -387357.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -387359.781250 Penalty: 801.125305
	Iteration 41Q: 3 clusters Score -387359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -387363.562500 Penalty: 801.125305
	Iteration 42Q: 3 clusters Score -387363.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -387366.406250 Penalty: 801.125305
	Iteration 43Q: 3 clusters Score -387366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -387367.593750 Penalty: 801.125305
	Iteration 44Q: 3 clusters Score -387367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -387369.812500 Penalty: 801.125305
	Iteration 45Q: 3 clusters Score -387369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -387371.218750 Penalty: 801.125305
	Iteration 46Q: 3 clusters Score -387371.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -387373.781250 Penalty: 801.125305
	Iteration 47Q: 3 clusters Score -387373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -387375.468750 Penalty: 801.125305
	Iteration 48Q: 3 clusters Score -387375.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -387375.531250 Penalty: 801.125305
	Iteration 49Q: 3 clusters Score -387375.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -387377.062500 Penalty: 801.125305
	Iteration 50Q: 3 clusters Score -387377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -387377.875000 Penalty: 801.125305
	Iteration 51Q: 3 clusters Score -387377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -387379.125000 Penalty: 801.125305
	Iteration 52Q: 3 clusters Score -387379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -387380.156250 Penalty: 801.125305
	Iteration 53Q: 3 clusters Score -387380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -387382.250000 Penalty: 801.125305
	Iteration 54Q: 3 clusters Score -387382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -387382.625000 Penalty: 801.125305
	Iteration 55Q: 3 clusters Score -387382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -387382.531250 Penalty: 801.125305
	Iteration 56Q: 3 clusters Score -387382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -387382.968750 Penalty: 801.125305
	Iteration 57Q: 3 clusters Score -387383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -387383.281250 Penalty: 801.125305
	Iteration 58Q: 3 clusters Score -387383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -387383.468750 Penalty: 801.125305
	Iteration 59Q: 3 clusters Score -387383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -387384.625000 Penalty: 801.125305
	Iteration 60F: 3 clusters Score -387384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -387384.781250 Penalty: 801.125305
	Iteration 61Q: 3 clusters Score -387384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -387384.781250 Penalty: 801.125305
	Iteration 62F: 3 clusters Score -387384.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Entering Unmasked Estep 
Score: -11378731.000000 Penalty: 554.298706
	Iteration 0F: 2 clusters Score -1.137873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -11254879.000000 Penalty: 1108.597412
	Iteration 0F: 3 clusters Score -1.125488e+07 nChanged 96211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -11312838.000000 Penalty: 1108.597412
	Iteration 1F: 3 clusters Score -1.131284e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -11315597.000000 Penalty: 1108.597412
	Iteration 2Q: 3 clusters Score -1.13156e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -11319185.000000 Penalty: 1108.597412
	Iteration 3Q: 3 clusters Score -1.131918e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -11323778.000000 Penalty: 1108.597412
	Iteration 4Q: 3 clusters Score -1.132378e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -11330443.000000 Penalty: 1108.597412
	Iteration 5F: 3 clusters Score -1.133044e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -11339259.000000 Penalty: 1108.597412
	Iteration 6F: 3 clusters Score -1.133926e+07 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -11346711.000000 Penalty: 1108.597412
	Iteration 7F: 3 clusters Score -1.134671e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -11350356.000000 Penalty: 1108.597412
	Iteration 8Q: 3 clusters Score -1.135036e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -11351335.000000 Penalty: 1108.597412
	Iteration 9Q: 3 clusters Score -1.135134e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103764 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -11351580.000000 Penalty: 1108.597412
	Iteration 10Q: 3 clusters Score -1.135158e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -11351647.000000 Penalty: 1108.597412
	Iteration 11Q: 3 clusters Score -1.135165e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -11351737.000000 Penalty: 1108.597412
	Iteration 12Q: 3 clusters Score -1.135174e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -11351754.000000 Penalty: 1108.597412
	Iteration 13Q: 3 clusters Score -1.135175e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -11351799.000000 Penalty: 1108.597412
	Iteration 14Q: 3 clusters Score -1.13518e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -11351882.000000 Penalty: 1108.597412
	Iteration 15Q: 3 clusters Score -1.135188e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105418 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -11351936.000000 Penalty: 1108.597412
	Iteration 16Q: 3 clusters Score -1.135194e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -11351980.000000 Penalty: 1108.597412
	Iteration 17Q: 3 clusters Score -1.135198e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -11352001.000000 Penalty: 1108.597412
	Iteration 18Q: 3 clusters Score -1.1352e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -11352048.000000 Penalty: 1108.597412
	Iteration 19Q: 3 clusters Score -1.135205e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -11352106.000000 Penalty: 1108.597412
	Iteration 20F: 3 clusters Score -1.135211e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -11352176.000000 Penalty: 1108.597412
	Iteration 21Q: 3 clusters Score -1.135218e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -11352250.000000 Penalty: 1108.597412
	Iteration 22Q: 3 clusters Score -1.135225e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -11352316.000000 Penalty: 1108.597412
	Iteration 23Q: 3 clusters Score -1.135232e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -11352392.000000 Penalty: 1108.597412
	Iteration 24Q: 3 clusters Score -1.135239e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -11352523.000000 Penalty: 1108.597412
	Iteration 25Q: 3 clusters Score -1.135252e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -11352583.000000 Penalty: 1108.597412
	Iteration 26Q: 3 clusters Score -1.135258e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112719 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -11352706.000000 Penalty: 1108.597412
	Iteration 27Q: 3 clusters Score -1.135271e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -11352837.000000 Penalty: 1108.597412
	Iteration 28Q: 3 clusters Score -1.135284e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -11352956.000000 Penalty: 1108.597412
	Iteration 29Q: 3 clusters Score -1.135296e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -11353122.000000 Penalty: 1108.597412
	Iteration 30Q: 3 clusters Score -1.135312e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -11353311.000000 Penalty: 1108.597412
	Iteration 31Q: 3 clusters Score -1.135331e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -11353561.000000 Penalty: 1108.597412
	Iteration 32Q: 3 clusters Score -1.135356e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121034 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -11353924.000000 Penalty: 1108.597412
	Iteration 33Q: 3 clusters Score -1.135392e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122945 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -11354244.000000 Penalty: 1108.597412
	Iteration 34Q: 3 clusters Score -1.135424e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -11354760.000000 Penalty: 1108.597412
	Iteration 35Q: 3 clusters Score -1.135476e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127441 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -11355284.000000 Penalty: 1108.597412
	Iteration 36Q: 3 clusters Score -1.135528e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130116 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -11355930.000000 Penalty: 1108.597412
	Iteration 37Q: 3 clusters Score -1.135593e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -11356628.000000 Penalty: 1108.597412
	Iteration 38Q: 3 clusters Score -1.135663e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136194 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -11357367.000000 Penalty: 1108.597412
	Iteration 39Q: 3 clusters Score -1.135737e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139688 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -11358467.000000 Penalty: 1108.597412
	Iteration 40F: 3 clusters Score -1.135847e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -11359469.000000 Penalty: 1108.597412
	Iteration 41Q: 3 clusters Score -1.135947e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147531 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -11360476.000000 Penalty: 1108.597412
	Iteration 42Q: 3 clusters Score -1.136048e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -11361498.000000 Penalty: 1108.597412
	Iteration 43Q: 3 clusters Score -1.13615e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -11362700.000000 Penalty: 1108.597412
	Iteration 44Q: 3 clusters Score -1.13627e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -11363776.000000 Penalty: 1108.597412
	Iteration 45Q: 3 clusters Score -1.136378e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163685 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -11364944.000000 Penalty: 1108.597412
	Iteration 46Q: 3 clusters Score -1.136494e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -11366108.000000 Penalty: 1108.597412
	Iteration 47Q: 3 clusters Score -1.136611e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -11367192.000000 Penalty: 1108.597412
	Iteration 48Q: 3 clusters Score -1.136719e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174146 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -11368183.000000 Penalty: 1108.597412
	Iteration 49Q: 3 clusters Score -1.136818e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177005 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -11369116.000000 Penalty: 1108.597412
	Iteration 50Q: 3 clusters Score -1.136912e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -11370065.000000 Penalty: 1108.597412
	Iteration 51Q: 3 clusters Score -1.137006e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181781 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -11370827.000000 Penalty: 1108.597412
	Iteration 52Q: 3 clusters Score -1.137083e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -11371768.000000 Penalty: 1108.597412
	Iteration 53Q: 3 clusters Score -1.137177e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185566 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -11372748.000000 Penalty: 1108.597412
	Iteration 54Q: 3 clusters Score -1.137275e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187173 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -11373485.000000 Penalty: 1108.597412
	Iteration 55Q: 3 clusters Score -1.137348e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188611 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -11374193.000000 Penalty: 1108.597412
	Iteration 56Q: 3 clusters Score -1.137419e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189870 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -11374819.000000 Penalty: 1108.597412
	Iteration 57Q: 3 clusters Score -1.137482e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190937 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -11375425.000000 Penalty: 1108.597412
	Iteration 58Q: 3 clusters Score -1.137542e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191851 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -11375978.000000 Penalty: 1108.597412
	Iteration 59Q: 3 clusters Score -1.137598e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192588 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -11376419.000000 Penalty: 1108.597412
	Iteration 60F: 3 clusters Score -1.137642e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193192 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -11376769.000000 Penalty: 1108.597412
	Iteration 61Q: 3 clusters Score -1.137677e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193689 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -11377198.000000 Penalty: 1108.597412
	Iteration 62Q: 3 clusters Score -1.13772e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11377482.000000 Penalty: 1108.597412
	Iteration 63Q: 3 clusters Score -1.137748e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194375 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11377715.000000 Penalty: 1108.597412
	Iteration 64Q: 3 clusters Score -1.137772e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194569 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11377832.000000 Penalty: 1108.597412
	Iteration 65Q: 3 clusters Score -1.137783e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194712 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11377900.000000 Penalty: 1108.597412
	Iteration 66Q: 3 clusters Score -1.13779e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194812 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11377960.000000 Penalty: 1108.597412
	Iteration 67Q: 3 clusters Score -1.137796e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11378044.000000 Penalty: 1108.597412
	Iteration 68Q: 3 clusters Score -1.137804e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194940 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11378091.000000 Penalty: 1108.597412
	Iteration 69Q: 3 clusters Score -1.137809e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194990 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11378147.000000 Penalty: 1108.597412
	Iteration 70Q: 3 clusters Score -1.137815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195031 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11378166.000000 Penalty: 1108.597412
	Iteration 71Q: 3 clusters Score -1.137817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195054 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11378186.000000 Penalty: 1108.597412
	Iteration 72Q: 3 clusters Score -1.137819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195067 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11378207.000000 Penalty: 1108.597412
	Iteration 73Q: 3 clusters Score -1.137821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195082 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11378213.000000 Penalty: 1108.597412
	Iteration 74Q: 3 clusters Score -1.137821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195098 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11378205.000000 Penalty: 1108.597412
	Iteration 75Q: 3 clusters Score -1.13782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195104 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11378205.000000 Penalty: 1108.597412
	Iteration 76Q: 3 clusters Score -1.13782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195108 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11378211.000000 Penalty: 1108.597412
	Iteration 77Q: 3 clusters Score -1.137821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11378211.000000 Penalty: 1108.597412
	Iteration 78Q: 3 clusters Score -1.137821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195109 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11378216.000000 Penalty: 1108.597412
	Iteration 79Q: 3 clusters Score -1.137822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11378220.000000 Penalty: 1108.597412
	Iteration 80F: 3 clusters Score -1.137822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11378221.000000 Penalty: 1108.597412
	Iteration 81Q: 3 clusters Score -1.137822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11378225.000000 Penalty: 1108.597412
	Iteration 82Q: 3 clusters Score -1.137822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11378225.000000 Penalty: 1108.597412
	Iteration 83F: 3 clusters Score -1.137822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -95847.054688 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -95847.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -94572.812500 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -94572.81 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94928.523438 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -94928.52 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -94995.492188 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -94995.49 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -95047.875000 Penalty: 678.010132
	Iteration 3F: 3 clusters Score -95047.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -95089.890625 Penalty: 678.010132
	Iteration 4F: 3 clusters Score -95089.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -95130.523438 Penalty: 678.010132
	Iteration 5Q: 3 clusters Score -95130.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -95178.554688 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -95178.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95233.390625 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -95233.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -95296.367188 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -95296.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -95350.101562 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -95350.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -95400.906250 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -95400.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -95438.539062 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -95438.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95465.664062 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -95465.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95489.367188 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -95489.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95512.007812 Penalty: 678.010132
	Iteration 14Q: 3 clusters Score -95512.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95534.773438 Penalty: 678.010132
	Iteration 15Q: 3 clusters Score -95534.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95545.703125 Penalty: 678.010132
	Iteration 16Q: 3 clusters Score -95545.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95554.000000 Penalty: 678.010132
	Iteration 17Q: 3 clusters Score -95554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95563.960938 Penalty: 678.010132
	Iteration 18Q: 3 clusters Score -95563.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95575.750000 Penalty: 678.010132
	Iteration 19Q: 3 clusters Score -95575.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95585.156250 Penalty: 678.010132
	Iteration 20F: 3 clusters Score -95585.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95593.976562 Penalty: 678.010132
	Iteration 21Q: 3 clusters Score -95593.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95604.148438 Penalty: 678.010132
	Iteration 22Q: 3 clusters Score -95604.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95612.281250 Penalty: 678.010132
	Iteration 23Q: 3 clusters Score -95612.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95619.476562 Penalty: 678.010132
	Iteration 24Q: 3 clusters Score -95619.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95626.632812 Penalty: 678.010132
	Iteration 25Q: 3 clusters Score -95626.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95628.093750 Penalty: 678.010132
	Iteration 26Q: 3 clusters Score -95628.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95630.351562 Penalty: 678.010132
	Iteration 27Q: 3 clusters Score -95630.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95631.601562 Penalty: 678.010132
	Iteration 28Q: 3 clusters Score -95631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95631.796875 Penalty: 678.010132
	Iteration 29Q: 3 clusters Score -95631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95631.796875 Penalty: 678.010132
	Iteration 30F: 3 clusters Score -95631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -106010.312500 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -106010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -104739.039062 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -104739 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105131.828125 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -105131.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -105215.789062 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -105215.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105297.695312 Penalty: 676.571167
	Iteration 3F: 3 clusters Score -105297.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -105372.984375 Penalty: 676.571167
	Iteration 4F: 3 clusters Score -105373 nChanged 92
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: -105455.234375 Penalty: 676.571167
	Iteration 5F: 3 clusters Score -105455.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105518.843750 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -105518.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -105560.281250 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -105560.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -105576.937500 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -105576.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105587.406250 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -105587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -105592.976562 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -105593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -105597.031250 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -105597 nChanged 13
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: -105602.257812 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -105602.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -105608.835938 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -105608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -105611.546875 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -105611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -105613.343750 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -105613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -105614.531250 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -105614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -105616.179688 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -105616.2 nChanged 7
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: -105618.359375 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -105618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105619.234375 Penalty: 676.571167
	Iteration 19Q: 3 clusters Score -105619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105619.515625 Penalty: 676.571167
	Iteration 20F: 3 clusters Score -105619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -105619.656250 Penalty: 676.571167
	Iteration 21Q: 3 clusters Score -105619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -105620.343750 Penalty: 676.571167
	Iteration 22Q: 3 clusters Score -105620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -105620.757812 Penalty: 676.571167
	Iteration 23Q: 3 clusters Score -105620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105621.046875 Penalty: 676.571167
	Iteration 24Q: 3 clusters Score -105621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -105621.593750 Penalty: 676.571167
	Iteration 25Q: 3 clusters Score -105621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -105621.882812 Penalty: 676.571167
	Iteration 26Q: 3 clusters Score -105621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -105621.882812 Penalty: 676.571167
	Iteration 27F: 3 clusters Score -105621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -38994.363281 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -38994.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38437.210938 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -38437.21 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38638.218750 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -38638.22 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38727.296875 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -38727.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38782.582031 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -38782.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38819.875000 Penalty: 590.517639
	Iteration 4F: 3 clusters Score -38819.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38845.789062 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -38845.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -38861.054688 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -38861.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38875.160156 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -38875.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38884.726562 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -38884.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -38892.007812 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -38892.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -38899.367188 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -38899.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38904.027344 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -38904.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38909.410156 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -38909.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38911.156250 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -38911.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38913.253906 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -38913.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38913.527344 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -38913.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38913.527344 Penalty: 590.517639
	Iteration 16F: 3 clusters Score -38913.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -161396.250000 Penalty: 362.147064
	Iteration 0F: 2 clusters Score -161396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -159432.015625 Penalty: 724.294128
	Iteration 0F: 3 clusters Score -159432 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -160281.890625 Penalty: 724.294128
	Iteration 1F: 3 clusters Score -160281.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -160429.406250 Penalty: 724.294128
	Iteration 2F: 3 clusters Score -160429.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160551.281250 Penalty: 724.294128
	Iteration 3F: 3 clusters Score -160551.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160643.968750 Penalty: 724.294128
	Iteration 4Q: 3 clusters Score -160644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160711.500000 Penalty: 724.294128
	Iteration 5Q: 3 clusters Score -160711.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160769.359375 Penalty: 724.294128
	Iteration 6Q: 3 clusters Score -160769.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -160818.578125 Penalty: 724.294128
	Iteration 7Q: 3 clusters Score -160818.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160847.937500 Penalty: 724.294128
	Iteration 8Q: 3 clusters Score -160847.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -160870.078125 Penalty: 724.294128
	Iteration 9Q: 3 clusters Score -160870.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -160890.656250 Penalty: 724.294128
	Iteration 10Q: 3 clusters Score -160890.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -160908.140625 Penalty: 724.294128
	Iteration 11Q: 3 clusters Score -160908.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -160924.968750 Penalty: 724.294128
	Iteration 12Q: 3 clusters Score -160925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -160946.171875 Penalty: 724.294128
	Iteration 13Q: 3 clusters Score -160946.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -160970.515625 Penalty: 724.294128
	Iteration 14Q: 3 clusters Score -160970.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -160992.515625 Penalty: 724.294128
	Iteration 15Q: 3 clusters Score -160992.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -161001.468750 Penalty: 724.294128
	Iteration 16Q: 3 clusters Score -161001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -161012.171875 Penalty: 724.294128
	Iteration 17Q: 3 clusters Score -161012.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -161031.031250 Penalty: 724.294128
	Iteration 18Q: 3 clusters Score -161031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -161064.437500 Penalty: 724.294128
	Iteration 19Q: 3 clusters Score -161064.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -161098.046875 Penalty: 724.294128
	Iteration 20F: 3 clusters Score -161098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -161133.437500 Penalty: 724.294128
	Iteration 21Q: 3 clusters Score -161133.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -161158.312500 Penalty: 724.294128
	Iteration 22Q: 3 clusters Score -161158.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -161164.968750 Penalty: 724.294128
	Iteration 23Q: 3 clusters Score -161165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -161168.812500 Penalty: 724.294128
	Iteration 24Q: 3 clusters Score -161168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -161171.609375 Penalty: 724.294128
	Iteration 25Q: 3 clusters Score -161171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -161173.078125 Penalty: 724.294128
	Iteration 26Q: 3 clusters Score -161173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -161175.390625 Penalty: 724.294128
	Iteration 27Q: 3 clusters Score -161175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -161177.875000 Penalty: 724.294128
	Iteration 28Q: 3 clusters Score -161177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -161178.437500 Penalty: 724.294128
	Iteration 29Q: 3 clusters Score -161178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -161178.437500 Penalty: 724.294128
	Iteration 30F: 3 clusters Score -161178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -227531.406250 Penalty: 376.737762
	Iteration 0F: 2 clusters Score -227531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -224826.265625 Penalty: 753.475525
	Iteration 0F: 3 clusters Score -224826.3 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -225898.250000 Penalty: 753.475525
	Iteration 1F: 3 clusters Score -225898.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -226050.546875 Penalty: 753.475525
	Iteration 2F: 3 clusters Score -226050.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -226227.671875 Penalty: 753.475525
	Iteration 3F: 3 clusters Score -226227.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -226415.234375 Penalty: 753.475525
	Iteration 4F: 3 clusters Score -226415.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -226620.046875 Penalty: 753.475525
	Iteration 5F: 3 clusters Score -226620 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -226818.484375 Penalty: 753.475525
	Iteration 6F: 3 clusters Score -226818.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -226990.843750 Penalty: 753.475525
	Iteration 7Q: 3 clusters Score -226990.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -227097.109375 Penalty: 753.475525
	Iteration 8Q: 3 clusters Score -227097.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -227140.250000 Penalty: 753.475525
	Iteration 9Q: 3 clusters Score -227140.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -227164.359375 Penalty: 753.475525
	Iteration 10Q: 3 clusters Score -227164.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -227180.265625 Penalty: 753.475525
	Iteration 11Q: 3 clusters Score -227180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -227192.796875 Penalty: 753.475525
	Iteration 12Q: 3 clusters Score -227192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -227198.000000 Penalty: 753.475525
	Iteration 13Q: 3 clusters Score -227198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -227201.875000 Penalty: 753.475525
	Iteration 14Q: 3 clusters Score -227201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -227207.296875 Penalty: 753.475525
	Iteration 15Q: 3 clusters Score -227207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -227214.359375 Penalty: 753.475525
	Iteration 16Q: 3 clusters Score -227214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -227216.937500 Penalty: 753.475525
	Iteration 17Q: 3 clusters Score -227216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -227216.906250 Penalty: 753.475525
	Iteration 18Q: 3 clusters Score -227216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -227216.906250 Penalty: 753.475525
	Iteration 19F: 3 clusters Score -227216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Entering Unmasked Estep 
Score: -2209501.750000 Penalty: 476.787048
	Iteration 0F: 2 clusters Score -2209502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2185661.250000 Penalty: 953.574097
	Iteration 0F: 3 clusters Score -2185661 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2195994.000000 Penalty: 953.574097
	Iteration 1F: 3 clusters Score -2195994 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2196672.000000 Penalty: 953.574097
	Iteration 2Q: 3 clusters Score -2196672 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2197568.500000 Penalty: 953.574097
	Iteration 3F: 3 clusters Score -2197568 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2198734.000000 Penalty: 953.574097
	Iteration 4F: 3 clusters Score -2198734 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2200293.000000 Penalty: 953.574097
	Iteration 5F: 3 clusters Score -2200293 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2202040.250000 Penalty: 953.574097
	Iteration 6F: 3 clusters Score -2202040 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2203550.250000 Penalty: 953.574097
	Iteration 7F: 3 clusters Score -2203550 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2204610.750000 Penalty: 953.574097
	Iteration 8Q: 3 clusters Score -2204611 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2205239.000000 Penalty: 953.574097
	Iteration 9Q: 3 clusters Score -2205239 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2205630.250000 Penalty: 953.574097
	Iteration 10Q: 3 clusters Score -2205630 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2205917.500000 Penalty: 953.574097
	Iteration 11Q: 3 clusters Score -2205918 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2206153.000000 Penalty: 953.574097
	Iteration 12Q: 3 clusters Score -2206153 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2206367.750000 Penalty: 953.574097
	Iteration 13Q: 3 clusters Score -2206368 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2206582.250000 Penalty: 953.574097
	Iteration 14Q: 3 clusters Score -2206582 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2206783.000000 Penalty: 953.574097
	Iteration 15Q: 3 clusters Score -2206783 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2206996.500000 Penalty: 953.574097
	Iteration 16Q: 3 clusters Score -2206996 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2207223.250000 Penalty: 953.574097
	Iteration 17Q: 3 clusters Score -2207223 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2207456.250000 Penalty: 953.574097
	Iteration 18Q: 3 clusters Score -2207456 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2207703.250000 Penalty: 953.574097
	Iteration 19Q: 3 clusters Score -2207703 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2207945.750000 Penalty: 953.574097
	Iteration 20F: 3 clusters Score -2207946 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2208183.750000 Penalty: 953.574097
	Iteration 21Q: 3 clusters Score -2208184 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2208366.250000 Penalty: 953.574097
	Iteration 22Q: 3 clusters Score -2208366 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2208495.750000 Penalty: 953.574097
	Iteration 23Q: 3 clusters Score -2208496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2208610.750000 Penalty: 953.574097
	Iteration 24Q: 3 clusters Score -2208611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2208715.750000 Penalty: 953.574097
	Iteration 25Q: 3 clusters Score -2208716 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2208806.500000 Penalty: 953.574097
	Iteration 26Q: 3 clusters Score -2208806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2208879.750000 Penalty: 953.574097
	Iteration 27Q: 3 clusters Score -2208880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2208937.500000 Penalty: 953.574097
	Iteration 28Q: 3 clusters Score -2208938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2208986.500000 Penalty: 953.574097
	Iteration 29Q: 3 clusters Score -2208986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2209013.000000 Penalty: 953.574097
	Iteration 30Q: 3 clusters Score -2209013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2209024.750000 Penalty: 953.574097
	Iteration 31Q: 3 clusters Score -2209025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2209037.250000 Penalty: 953.574097
	Iteration 32Q: 3 clusters Score -2209037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2209048.000000 Penalty: 953.574097
	Iteration 33Q: 3 clusters Score -2209048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2209060.750000 Penalty: 953.574097
	Iteration 34Q: 3 clusters Score -2209061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2209071.000000 Penalty: 953.574097
	Iteration 35Q: 3 clusters Score -2209071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2209077.250000 Penalty: 953.574097
	Iteration 36Q: 3 clusters Score -2209077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2209085.250000 Penalty: 953.574097
	Iteration 37Q: 3 clusters Score -2209085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2209097.750000 Penalty: 953.574097
	Iteration 38Q: 3 clusters Score -2209098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2209107.500000 Penalty: 953.574097
	Iteration 39Q: 3 clusters Score -2209108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2209108.250000 Penalty: 953.574097
	Iteration 40F: 3 clusters Score -2209108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2209110.250000 Penalty: 953.574097
	Iteration 41Q: 3 clusters Score -2209110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2209112.250000 Penalty: 953.574097
	Iteration 42Q: 3 clusters Score -2209112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2209113.750000 Penalty: 953.574097
	Iteration 43Q: 3 clusters Score -2209114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2209114.000000 Penalty: 953.574097
	Iteration 44Q: 3 clusters Score -2209114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2209118.000000 Penalty: 953.574097
	Iteration 45Q: 3 clusters Score -2209118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2209116.500000 Penalty: 953.574097
	Iteration 46Q: 3 clusters Score -2209116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2209118.250000 Penalty: 953.574097
	Iteration 47Q: 3 clusters Score -2209118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2209117.500000 Penalty: 953.574097
	Iteration 48Q: 3 clusters Score -2209118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2209116.500000 Penalty: 953.574097
	Iteration 49Q: 3 clusters Score -2209116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2209116.750000 Penalty: 953.574097
	Iteration 50Q: 3 clusters Score -2209117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2209116.500000 Penalty: 953.574097
	Iteration 51Q: 3 clusters Score -2209116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2209117.000000 Penalty: 953.574097
	Iteration 52Q: 3 clusters Score -2209117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2209119.500000 Penalty: 953.574097
	Iteration 53Q: 3 clusters Score -2209120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2209119.500000 Penalty: 953.574097
	Iteration 54F: 3 clusters Score -2209120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11469.746094 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11469.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11173.113281 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11173.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11242.230469 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11242.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11295.510742 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11295.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11320.344727 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -11320.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11335.993164 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -11335.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11353.215820 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -11353.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11364.108398 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -11364.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11365.392578 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -11365.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11365.392578 Penalty: 488.728058
	Iteration 8F: 3 clusters Score -11365.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 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 25 members 
Entering Unmasked Estep 
Score: -2189.595703 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2189.596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2211.036865 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2211.037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2235.099609 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2251.965820 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2251.966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2251.965820 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2251.966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Entering Unmasked Estep 
Score: -1939311.250000 Penalty: 475.759430
	Iteration 0F: 2 clusters Score -1939311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1915970.750000 Penalty: 951.518860
	Iteration 0F: 3 clusters Score -1915971 nChanged 16867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1926005.250000 Penalty: 951.518860
	Iteration 1F: 3 clusters Score -1926005 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1926557.875000 Penalty: 951.518860
	Iteration 2Q: 3 clusters Score -1926558 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1927296.375000 Penalty: 951.518860
	Iteration 3Q: 3 clusters Score -1927296 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1928279.250000 Penalty: 951.518860
	Iteration 4F: 3 clusters Score -1928279 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1929664.250000 Penalty: 951.518860
	Iteration 5F: 3 clusters Score -1929664 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1931314.750000 Penalty: 951.518860
	Iteration 6F: 3 clusters Score -1931315 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1932933.125000 Penalty: 951.518860
	Iteration 7F: 3 clusters Score -1932933 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1934393.875000 Penalty: 951.518860
	Iteration 8F: 3 clusters Score -1934394 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1935541.375000 Penalty: 951.518860
	Iteration 9Q: 3 clusters Score -1935541 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1936499.625000 Penalty: 951.518860
	Iteration 10Q: 3 clusters Score -1936500 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1937285.125000 Penalty: 951.518860
	Iteration 11Q: 3 clusters Score -1937285 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1937868.875000 Penalty: 951.518860
	Iteration 12Q: 3 clusters Score -1937869 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1938234.750000 Penalty: 951.518860
	Iteration 13Q: 3 clusters Score -1938235 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1938513.125000 Penalty: 951.518860
	Iteration 14Q: 3 clusters Score -1938513 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1938667.125000 Penalty: 951.518860
	Iteration 15Q: 3 clusters Score -1938667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1938753.125000 Penalty: 951.518860
	Iteration 16Q: 3 clusters Score -1938753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1938825.625000 Penalty: 951.518860
	Iteration 17Q: 3 clusters Score -1938826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1938869.875000 Penalty: 951.518860
	Iteration 18Q: 3 clusters Score -1938870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1938892.875000 Penalty: 951.518860
	Iteration 19Q: 3 clusters Score -1938893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1938898.750000 Penalty: 951.518860
	Iteration 20F: 3 clusters Score -1938899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1938907.875000 Penalty: 951.518860
	Iteration 21Q: 3 clusters Score -1938908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1938913.625000 Penalty: 951.518860
	Iteration 22Q: 3 clusters Score -1938914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1938917.750000 Penalty: 951.518860
	Iteration 23Q: 3 clusters Score -1938918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1938921.375000 Penalty: 951.518860
	Iteration 24Q: 3 clusters Score -1938921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1938925.875000 Penalty: 951.518860
	Iteration 25Q: 3 clusters Score -1938926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1938931.250000 Penalty: 951.518860
	Iteration 26Q: 3 clusters Score -1938931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1938931.375000 Penalty: 951.518860
	Iteration 27Q: 3 clusters Score -1938931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1938935.000000 Penalty: 951.518860
	Iteration 28Q: 3 clusters Score -1938935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1938935.750000 Penalty: 951.518860
	Iteration 29Q: 3 clusters Score -1938936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1938936.750000 Penalty: 951.518860
	Iteration 30Q: 3 clusters Score -1938937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1938937.875000 Penalty: 951.518860
	Iteration 31Q: 3 clusters Score -1938938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1938937.625000 Penalty: 951.518860
	Iteration 32Q: 3 clusters Score -1938938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1938937.625000 Penalty: 951.518860
	Iteration 33F: 3 clusters Score -1938938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Entering Unmasked Estep 
Score: -504115.375000 Penalty: 412.550659
	Iteration 0F: 2 clusters Score -504115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -498315.687500 Penalty: 825.101318
	Iteration 0F: 3 clusters Score -498315.7 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -500679.625000 Penalty: 825.101318
	Iteration 1F: 3 clusters Score -500679.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -500816.437500 Penalty: 825.101318
	Iteration 2Q: 3 clusters Score -500816.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -500973.750000 Penalty: 825.101318
	Iteration 3Q: 3 clusters Score -500973.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -501251.875000 Penalty: 825.101318
	Iteration 4Q: 3 clusters Score -501251.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -501699.718750 Penalty: 825.101318
	Iteration 5F: 3 clusters Score -501699.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -502247.406250 Penalty: 825.101318
	Iteration 6F: 3 clusters Score -502247.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -502629.156250 Penalty: 825.101318
	Iteration 7F: 3 clusters Score -502629.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -502860.718750 Penalty: 825.101318
	Iteration 8F: 3 clusters Score -502860.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -502995.000000 Penalty: 825.101318
	Iteration 9Q: 3 clusters Score -502995 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -503101.718750 Penalty: 825.101318
	Iteration 10Q: 3 clusters Score -503101.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -503216.031250 Penalty: 825.101318
	Iteration 11Q: 3 clusters Score -503216 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -503310.031250 Penalty: 825.101318
	Iteration 12Q: 3 clusters Score -503310 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -503402.437500 Penalty: 825.101318
	Iteration 13Q: 3 clusters Score -503402.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -503483.500000 Penalty: 825.101318
	Iteration 14Q: 3 clusters Score -503483.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -503557.062500 Penalty: 825.101318
	Iteration 15Q: 3 clusters Score -503557.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -503616.437500 Penalty: 825.101318
	Iteration 16Q: 3 clusters Score -503616.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -503657.218750 Penalty: 825.101318
	Iteration 17Q: 3 clusters Score -503657.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -503680.531250 Penalty: 825.101318
	Iteration 18Q: 3 clusters Score -503680.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -503708.750000 Penalty: 825.101318
	Iteration 19Q: 3 clusters Score -503708.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -503726.562500 Penalty: 825.101318
	Iteration 20F: 3 clusters Score -503726.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -503742.468750 Penalty: 825.101318
	Iteration 21Q: 3 clusters Score -503742.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -503755.437500 Penalty: 825.101318
	Iteration 22Q: 3 clusters Score -503755.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -503763.687500 Penalty: 825.101318
	Iteration 23Q: 3 clusters Score -503763.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -503774.125000 Penalty: 825.101318
	Iteration 24Q: 3 clusters Score -503774.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -503784.312500 Penalty: 825.101318
	Iteration 25Q: 3 clusters Score -503784.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -503794.687500 Penalty: 825.101318
	Iteration 26Q: 3 clusters Score -503794.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -503808.343750 Penalty: 825.101318
	Iteration 27Q: 3 clusters Score -503808.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -503827.812500 Penalty: 825.101318
	Iteration 28Q: 3 clusters Score -503827.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -503853.093750 Penalty: 825.101318
	Iteration 29Q: 3 clusters Score -503853.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -503874.968750 Penalty: 825.101318
	Iteration 30Q: 3 clusters Score -503875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -503895.468750 Penalty: 825.101318
	Iteration 31Q: 3 clusters Score -503895.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -503918.093750 Penalty: 825.101318
	Iteration 32Q: 3 clusters Score -503918.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -503930.437500 Penalty: 825.101318
	Iteration 33Q: 3 clusters Score -503930.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -503943.656250 Penalty: 825.101318
	Iteration 34Q: 3 clusters Score -503943.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -503954.062500 Penalty: 825.101318
	Iteration 35Q: 3 clusters Score -503954.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -503965.125000 Penalty: 825.101318
	Iteration 36Q: 3 clusters Score -503965.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -503973.625000 Penalty: 825.101318
	Iteration 37Q: 3 clusters Score -503973.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -503979.125000 Penalty: 825.101318
	Iteration 38Q: 3 clusters Score -503979.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -503985.906250 Penalty: 825.101318
	Iteration 39Q: 3 clusters Score -503985.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -503988.093750 Penalty: 825.101318
	Iteration 40F: 3 clusters Score -503988.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -503991.875000 Penalty: 825.101318
	Iteration 41Q: 3 clusters Score -503991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -503992.562500 Penalty: 825.101318
	Iteration 42Q: 3 clusters Score -503992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -503994.218750 Penalty: 825.101318
	Iteration 43Q: 3 clusters Score -503994.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -503997.031250 Penalty: 825.101318
	Iteration 44Q: 3 clusters Score -503997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -504000.031250 Penalty: 825.101318
	Iteration 45Q: 3 clusters Score -504000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -504001.906250 Penalty: 825.101318
	Iteration 46Q: 3 clusters Score -504001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -504003.531250 Penalty: 825.101318
	Iteration 47Q: 3 clusters Score -504003.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -504004.937500 Penalty: 825.101318
	Iteration 48Q: 3 clusters Score -504004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -504005.156250 Penalty: 825.101318
	Iteration 49Q: 3 clusters Score -504005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -504005.281250 Penalty: 825.101318
	Iteration 50Q: 3 clusters Score -504005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -504006.750000 Penalty: 825.101318
	Iteration 51Q: 3 clusters Score -504006.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -504006.343750 Penalty: 825.101318
	Iteration 52Q: 3 clusters Score -504006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -504006.937500 Penalty: 825.101318
	Iteration 53Q: 3 clusters Score -504006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -504007.875000 Penalty: 825.101318
	Iteration 54Q: 3 clusters Score -504007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -504007.875000 Penalty: 825.101318
	Iteration 55F: 3 clusters Score -504007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -11183.040039 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -11183.04 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 97 members 
Entering Unmasked Estep 
Score: -10884.629883 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -10884.63 nChanged 69
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: -10957.250000 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -10957.25 nChanged 16
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: -10978.829102 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -10978.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11002.564453 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -11002.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11016.739258 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -11016.74 nChanged 8
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: -11024.041992 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -11024.04 nChanged 2
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: -11028.083008 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -11028.08 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: -11031.300781 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -11031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11034.851562 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -11034.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11037.273438 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -11037.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11037.273438 Penalty: 489.150330
	Iteration 10F: 3 clusters Score -11037.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -316882.625000 Penalty: 394.246185
	Iteration 0F: 2 clusters Score -316882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -313033.187500 Penalty: 788.492371
	Iteration 0F: 3 clusters Score -313033.2 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -314620.187500 Penalty: 788.492371
	Iteration 1F: 3 clusters Score -314620.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -314857.500000 Penalty: 788.492371
	Iteration 2F: 3 clusters Score -314857.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -315117.250000 Penalty: 788.492371
	Iteration 3F: 3 clusters Score -315117.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -315405.843750 Penalty: 788.492371
	Iteration 4F: 3 clusters Score -315405.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -315703.750000 Penalty: 788.492371
	Iteration 5F: 3 clusters Score -315703.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -316010.156250 Penalty: 788.492371
	Iteration 6Q: 3 clusters Score -316010.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -316201.687500 Penalty: 788.492371
	Iteration 7Q: 3 clusters Score -316201.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -316327.687500 Penalty: 788.492371
	Iteration 8Q: 3 clusters Score -316327.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -316426.781250 Penalty: 788.492371
	Iteration 9Q: 3 clusters Score -316426.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -316478.000000 Penalty: 788.492371
	Iteration 10Q: 3 clusters Score -316478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -316512.593750 Penalty: 788.492371
	Iteration 11Q: 3 clusters Score -316512.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -316538.187500 Penalty: 788.492371
	Iteration 12Q: 3 clusters Score -316538.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -316552.437500 Penalty: 788.492371
	Iteration 13Q: 3 clusters Score -316552.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -316558.093750 Penalty: 788.492371
	Iteration 14Q: 3 clusters Score -316558.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -316560.406250 Penalty: 788.492371
	Iteration 15Q: 3 clusters Score -316560.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -316565.000000 Penalty: 788.492371
	Iteration 16Q: 3 clusters Score -316565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -316568.437500 Penalty: 788.492371
	Iteration 17Q: 3 clusters Score -316568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -316570.625000 Penalty: 788.492371
	Iteration 18Q: 3 clusters Score -316570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -316572.656250 Penalty: 788.492371
	Iteration 19Q: 3 clusters Score -316572.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -316573.375000 Penalty: 788.492371
	Iteration 20F: 3 clusters Score -316573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -316573.312500 Penalty: 788.492371
	Iteration 21Q: 3 clusters Score -316573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -316574.343750 Penalty: 788.492371
	Iteration 22Q: 3 clusters Score -316574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -316574.031250 Penalty: 788.492371
	Iteration 23Q: 3 clusters Score -316574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -316574.468750 Penalty: 788.492371
	Iteration 24Q: 3 clusters Score -316574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -316574.687500 Penalty: 788.492371
	Iteration 25Q: 3 clusters Score -316574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -316574.156250 Penalty: 788.492371
	Iteration 26Q: 3 clusters Score -316574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -316574.718750 Penalty: 788.492371
	Iteration 27Q: 3 clusters Score -316574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -316575.593750 Penalty: 788.492371
	Iteration 28Q: 3 clusters Score -316575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -316575.468750 Penalty: 788.492371
	Iteration 29Q: 3 clusters Score -316575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -316575.468750 Penalty: 788.492371
	Iteration 30F: 3 clusters Score -316575.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -181074.906250 Penalty: 370.331268
	Iteration 0F: 2 clusters Score -181074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -178690.031250 Penalty: 740.662537
	Iteration 0F: 3 clusters Score -178690 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -179501.296875 Penalty: 740.662537
	Iteration 1F: 3 clusters Score -179501.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -179620.546875 Penalty: 740.662537
	Iteration 2F: 3 clusters Score -179620.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -179712.500000 Penalty: 740.662537
	Iteration 3F: 3 clusters Score -179712.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -179780.437500 Penalty: 740.662537
	Iteration 4Q: 3 clusters Score -179780.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -179842.484375 Penalty: 740.662537
	Iteration 5Q: 3 clusters Score -179842.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -179895.187500 Penalty: 740.662537
	Iteration 6Q: 3 clusters Score -179895.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -179951.687500 Penalty: 740.662537
	Iteration 7Q: 3 clusters Score -179951.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -180009.656250 Penalty: 740.662537
	Iteration 8Q: 3 clusters Score -180009.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -180072.375000 Penalty: 740.662537
	Iteration 9Q: 3 clusters Score -180072.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -180122.875000 Penalty: 740.662537
	Iteration 10Q: 3 clusters Score -180122.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -180153.609375 Penalty: 740.662537
	Iteration 11Q: 3 clusters Score -180153.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -180174.390625 Penalty: 740.662537
	Iteration 12Q: 3 clusters Score -180174.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -180184.296875 Penalty: 740.662537
	Iteration 13Q: 3 clusters Score -180184.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -180192.812500 Penalty: 740.662537
	Iteration 14Q: 3 clusters Score -180192.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -180196.609375 Penalty: 740.662537
	Iteration 15Q: 3 clusters Score -180196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -180199.359375 Penalty: 740.662537
	Iteration 16Q: 3 clusters Score -180199.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -180202.656250 Penalty: 740.662537
	Iteration 17Q: 3 clusters Score -180202.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -180204.343750 Penalty: 740.662537
	Iteration 18Q: 3 clusters Score -180204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -180205.546875 Penalty: 740.662537
	Iteration 19Q: 3 clusters Score -180205.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -180205.718750 Penalty: 740.662537
	Iteration 20F: 3 clusters Score -180205.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -180206.546875 Penalty: 740.662537
	Iteration 21Q: 3 clusters Score -180206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -180207.187500 Penalty: 740.662537
	Iteration 22Q: 3 clusters Score -180207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -180207.906250 Penalty: 740.662537
	Iteration 23Q: 3 clusters Score -180207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -180208.687500 Penalty: 740.662537
	Iteration 24Q: 3 clusters Score -180208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -180209.437500 Penalty: 740.662537
	Iteration 25Q: 3 clusters Score -180209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -180209.750000 Penalty: 740.662537
	Iteration 26Q: 3 clusters Score -180209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -180209.937500 Penalty: 740.662537
	Iteration 27Q: 3 clusters Score -180209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -180210.265625 Penalty: 740.662537
	Iteration 28Q: 3 clusters Score -180210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -180211.484375 Penalty: 740.662537
	Iteration 29Q: 3 clusters Score -180211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -180211.984375 Penalty: 740.662537
	Iteration 30Q: 3 clusters Score -180212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -180212.937500 Penalty: 740.662537
	Iteration 31Q: 3 clusters Score -180212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -180214.078125 Penalty: 740.662537
	Iteration 32Q: 3 clusters Score -180214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -180214.937500 Penalty: 740.662537
	Iteration 33Q: 3 clusters Score -180214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -180217.265625 Penalty: 740.662537
	Iteration 34Q: 3 clusters Score -180217.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -180220.218750 Penalty: 740.662537
	Iteration 35Q: 3 clusters Score -180220.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -180223.562500 Penalty: 740.662537
	Iteration 36Q: 3 clusters Score -180223.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -180230.296875 Penalty: 740.662537
	Iteration 37Q: 3 clusters Score -180230.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -180238.250000 Penalty: 740.662537
	Iteration 38Q: 3 clusters Score -180238.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -180246.718750 Penalty: 740.662537
	Iteration 39Q: 3 clusters Score -180246.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -180255.718750 Penalty: 740.662537
	Iteration 40F: 3 clusters Score -180255.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -180262.015625 Penalty: 740.662537
	Iteration 41Q: 3 clusters Score -180262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -180265.578125 Penalty: 740.662537
	Iteration 42Q: 3 clusters Score -180265.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -180268.812500 Penalty: 740.662537
	Iteration 43Q: 3 clusters Score -180268.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -180274.687500 Penalty: 740.662537
	Iteration 44Q: 3 clusters Score -180274.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -180277.796875 Penalty: 740.662537
	Iteration 45Q: 3 clusters Score -180277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -180278.890625 Penalty: 740.662537
	Iteration 46Q: 3 clusters Score -180278.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -180280.000000 Penalty: 740.662537
	Iteration 47Q: 3 clusters Score -180280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -180281.125000 Penalty: 740.662537
	Iteration 48Q: 3 clusters Score -180281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -180282.171875 Penalty: 740.662537
	Iteration 49Q: 3 clusters Score -180282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -180282.546875 Penalty: 740.662537
	Iteration 50Q: 3 clusters Score -180282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -180283.406250 Penalty: 740.662537
	Iteration 51Q: 3 clusters Score -180283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -180283.890625 Penalty: 740.662537
	Iteration 52Q: 3 clusters Score -180283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -180284.640625 Penalty: 740.662537
	Iteration 53Q: 3 clusters Score -180284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -180284.906250 Penalty: 740.662537
	Iteration 54Q: 3 clusters Score -180284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -180285.484375 Penalty: 740.662537
	Iteration 55Q: 3 clusters Score -180285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -180286.234375 Penalty: 740.662537
	Iteration 56Q: 3 clusters Score -180286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -180286.984375 Penalty: 740.662537
	Iteration 57Q: 3 clusters Score -180287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -180287.250000 Penalty: 740.662537
	Iteration 58Q: 3 clusters Score -180287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -180287.812500 Penalty: 740.662537
	Iteration 59Q: 3 clusters Score -180287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -180288.234375 Penalty: 740.662537
	Iteration 60F: 3 clusters Score -180288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -180288.156250 Penalty: 740.662537
	Iteration 61Q: 3 clusters Score -180288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -180288.000000 Penalty: 740.662537
	Iteration 62Q: 3 clusters Score -180288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -180288.062500 Penalty: 740.662537
	Iteration 63Q: 3 clusters Score -180288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -180288.343750 Penalty: 740.662537
	Iteration 64Q: 3 clusters Score -180288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -180288.531250 Penalty: 740.662537
	Iteration 65Q: 3 clusters Score -180288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -180288.484375 Penalty: 740.662537
	Iteration 66Q: 3 clusters Score -180288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -180288.578125 Penalty: 740.662537
	Iteration 67Q: 3 clusters Score -180288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -180288.234375 Penalty: 740.662537
	Iteration 68Q: 3 clusters Score -180288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -180288.765625 Penalty: 740.662537
	Iteration 69Q: 3 clusters Score -180288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -180288.890625 Penalty: 740.662537
	Iteration 70Q: 3 clusters Score -180288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -180288.968750 Penalty: 740.662537
	Iteration 71Q: 3 clusters Score -180289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -180289.171875 Penalty: 740.662537
	Iteration 72Q: 3 clusters Score -180289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -180289.546875 Penalty: 740.662537
	Iteration 73Q: 3 clusters Score -180289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -180290.062500 Penalty: 740.662537
	Iteration 74Q: 3 clusters Score -180290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -180290.406250 Penalty: 740.662537
	Iteration 75Q: 3 clusters Score -180290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -180291.640625 Penalty: 740.662537
	Iteration 76Q: 3 clusters Score -180291.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -180293.312500 Penalty: 740.662537
	Iteration 77Q: 3 clusters Score -180293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -180294.703125 Penalty: 740.662537
	Iteration 78Q: 3 clusters Score -180294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -180296.109375 Penalty: 740.662537
	Iteration 79Q: 3 clusters Score -180296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -180298.484375 Penalty: 740.662537
	Iteration 80F: 3 clusters Score -180298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -180300.937500 Penalty: 740.662537
	Iteration 81Q: 3 clusters Score -180300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -180304.718750 Penalty: 740.662537
	Iteration 82Q: 3 clusters Score -180304.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -180310.031250 Penalty: 740.662537
	Iteration 83Q: 3 clusters Score -180310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -180313.468750 Penalty: 740.662537
	Iteration 84Q: 3 clusters Score -180313.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -180316.859375 Penalty: 740.662537
	Iteration 85Q: 3 clusters Score -180316.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -180319.281250 Penalty: 740.662537
	Iteration 86Q: 3 clusters Score -180319.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -180322.546875 Penalty: 740.662537
	Iteration 87Q: 3 clusters Score -180322.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -180325.765625 Penalty: 740.662537
	Iteration 88Q: 3 clusters Score -180325.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -180328.687500 Penalty: 740.662537
	Iteration 89Q: 3 clusters Score -180328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -180330.515625 Penalty: 740.662537
	Iteration 90Q: 3 clusters Score -180330.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -180331.531250 Penalty: 740.662537
	Iteration 91Q: 3 clusters Score -180331.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -180332.015625 Penalty: 740.662537
	Iteration 92Q: 3 clusters Score -180332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -180333.140625 Penalty: 740.662537
	Iteration 93Q: 3 clusters Score -180333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -180334.015625 Penalty: 740.662537
	Iteration 94Q: 3 clusters Score -180334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180334.171875 Penalty: 740.662537
	Iteration 95Q: 3 clusters Score -180334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -180334.546875 Penalty: 740.662537
	Iteration 96Q: 3 clusters Score -180334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -180334.703125 Penalty: 740.662537
	Iteration 97Q: 3 clusters Score -180334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -180335.171875 Penalty: 740.662537
	Iteration 98Q: 3 clusters Score -180335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -180335.625000 Penalty: 740.662537
	Iteration 99Q: 3 clusters Score -180335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -180336.250000 Penalty: 740.662537
	Iteration 100F: 3 clusters Score -180336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -180336.671875 Penalty: 740.662537
	Iteration 101Q: 3 clusters Score -180336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -180337.296875 Penalty: 740.662537
	Iteration 102Q: 3 clusters Score -180337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -180338.500000 Penalty: 740.662537
	Iteration 103Q: 3 clusters Score -180338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -180340.046875 Penalty: 740.662537
	Iteration 104Q: 3 clusters Score -180340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -180342.437500 Penalty: 740.662537
	Iteration 105Q: 3 clusters Score -180342.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -180346.531250 Penalty: 740.662537
	Iteration 106Q: 3 clusters Score -180346.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -180350.421875 Penalty: 740.662537
	Iteration 107Q: 3 clusters Score -180350.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -180358.062500 Penalty: 740.662537
	Iteration 108Q: 3 clusters Score -180358.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -180369.656250 Penalty: 740.662537
	Iteration 109Q: 3 clusters Score -180369.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -180382.093750 Penalty: 740.662537
	Iteration 110Q: 3 clusters Score -180382.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -180393.265625 Penalty: 740.662537
	Iteration 111Q: 3 clusters Score -180393.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -180406.078125 Penalty: 740.662537
	Iteration 112Q: 3 clusters Score -180406.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -180423.843750 Penalty: 740.662537
	Iteration 113Q: 3 clusters Score -180423.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180441.687500 Penalty: 740.662537
	Iteration 114Q: 3 clusters Score -180441.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180461.718750 Penalty: 740.662537
	Iteration 115Q: 3 clusters Score -180461.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -180475.968750 Penalty: 740.662537
	Iteration 116Q: 3 clusters Score -180476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -180492.421875 Penalty: 740.662537
	Iteration 117Q: 3 clusters Score -180492.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180512.015625 Penalty: 740.662537
	Iteration 118Q: 3 clusters Score -180512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -180537.171875 Penalty: 740.662537
	Iteration 119Q: 3 clusters Score -180537.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -180580.578125 Penalty: 740.662537
	Iteration 120F: 3 clusters Score -180580.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180636.671875 Penalty: 740.662537
	Iteration 121Q: 3 clusters Score -180636.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -180695.390625 Penalty: 740.662537
	Iteration 122Q: 3 clusters Score -180695.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -180754.390625 Penalty: 740.662537
	Iteration 123Q: 3 clusters Score -180754.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -180812.328125 Penalty: 740.662537
	Iteration 124Q: 3 clusters Score -180812.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -180836.359375 Penalty: 740.662537
	Iteration 125Q: 3 clusters Score -180836.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -180856.375000 Penalty: 740.662537
	Iteration 126Q: 3 clusters Score -180856.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -180869.312500 Penalty: 740.662537
	Iteration 127Q: 3 clusters Score -180869.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -180877.343750 Penalty: 740.662537
	Iteration 128Q: 3 clusters Score -180877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -180888.500000 Penalty: 740.662537
	Iteration 129Q: 3 clusters Score -180888.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -180896.203125 Penalty: 740.662537
	Iteration 130Q: 3 clusters Score -180896.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -180901.421875 Penalty: 740.662537
	Iteration 131Q: 3 clusters Score -180901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -180905.843750 Penalty: 740.662537
	Iteration 132Q: 3 clusters Score -180905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -180906.265625 Penalty: 740.662537
	Iteration 133Q: 3 clusters Score -180906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -180906.265625 Penalty: 740.662537
	Iteration 134F: 3 clusters Score -180906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -65041.437500 Penalty: 322.484589
	Iteration 0F: 2 clusters Score -65041.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -64123.886719 Penalty: 644.969177
	Iteration 0F: 3 clusters Score -64123.89 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -64438.027344 Penalty: 644.969177
	Iteration 1F: 3 clusters Score -64438.03 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -64543.378906 Penalty: 644.969177
	Iteration 2F: 3 clusters Score -64543.38 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -64662.695312 Penalty: 644.969177
	Iteration 3F: 3 clusters Score -64662.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -64719.433594 Penalty: 644.969177
	Iteration 4F: 3 clusters Score -64719.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -64747.089844 Penalty: 644.969177
	Iteration 5Q: 3 clusters Score -64747.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -64761.523438 Penalty: 644.969177
	Iteration 6Q: 3 clusters Score -64761.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64777.097656 Penalty: 644.969177
	Iteration 7Q: 3 clusters Score -64777.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -64791.910156 Penalty: 644.969177
	Iteration 8Q: 3 clusters Score -64791.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -64796.257812 Penalty: 644.969177
	Iteration 9Q: 3 clusters Score -64796.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -64798.128906 Penalty: 644.969177
	Iteration 10Q: 3 clusters Score -64798.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -64798.941406 Penalty: 644.969177
	Iteration 11Q: 3 clusters Score -64798.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -64800.558594 Penalty: 644.969177
	Iteration 12Q: 3 clusters Score -64800.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -64801.742188 Penalty: 644.969177
	Iteration 13Q: 3 clusters Score -64801.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -64803.031250 Penalty: 644.969177
	Iteration 14Q: 3 clusters Score -64803.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -64803.921875 Penalty: 644.969177
	Iteration 15Q: 3 clusters Score -64803.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -64804.316406 Penalty: 644.969177
	Iteration 16Q: 3 clusters Score -64804.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64804.613281 Penalty: 644.969177
	Iteration 17Q: 3 clusters Score -64804.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64805.160156 Penalty: 644.969177
	Iteration 18Q: 3 clusters Score -64805.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64808.214844 Penalty: 644.969177
	Iteration 19Q: 3 clusters Score -64808.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -64810.457031 Penalty: 644.969177
	Iteration 20F: 3 clusters Score -64810.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -64812.296875 Penalty: 644.969177
	Iteration 21Q: 3 clusters Score -64812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -64814.203125 Penalty: 644.969177
	Iteration 22Q: 3 clusters Score -64814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -64816.960938 Penalty: 644.969177
	Iteration 23Q: 3 clusters Score -64816.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -64819.152344 Penalty: 644.969177
	Iteration 24Q: 3 clusters Score -64819.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -64820.550781 Penalty: 644.969177
	Iteration 25Q: 3 clusters Score -64820.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -64822.011719 Penalty: 644.969177
	Iteration 26Q: 3 clusters Score -64822.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64822.792969 Penalty: 644.969177
	Iteration 27Q: 3 clusters Score -64822.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -64823.785156 Penalty: 644.969177
	Iteration 28Q: 3 clusters Score -64823.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -64826.316406 Penalty: 644.969177
	Iteration 29Q: 3 clusters Score -64826.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -64830.214844 Penalty: 644.969177
	Iteration 30Q: 3 clusters Score -64830.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -64832.117188 Penalty: 644.969177
	Iteration 31Q: 3 clusters Score -64832.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -64833.816406 Penalty: 644.969177
	Iteration 32Q: 3 clusters Score -64833.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -64836.718750 Penalty: 644.969177
	Iteration 33Q: 3 clusters Score -64836.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -64839.312500 Penalty: 644.969177
	Iteration 34Q: 3 clusters Score -64839.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -64843.476562 Penalty: 644.969177
	Iteration 35Q: 3 clusters Score -64843.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -64846.574219 Penalty: 644.969177
	Iteration 36Q: 3 clusters Score -64846.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -64849.558594 Penalty: 644.969177
	Iteration 37Q: 3 clusters Score -64849.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -64851.472656 Penalty: 644.969177
	Iteration 38Q: 3 clusters Score -64851.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -64852.656250 Penalty: 644.969177
	Iteration 39Q: 3 clusters Score -64852.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -64853.460938 Penalty: 644.969177
	Iteration 40F: 3 clusters Score -64853.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -64853.632812 Penalty: 644.969177
	Iteration 41Q: 3 clusters Score -64853.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -64853.660156 Penalty: 644.969177
	Iteration 42Q: 3 clusters Score -64853.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -64853.792969 Penalty: 644.969177
	Iteration 43Q: 3 clusters Score -64853.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -64853.917969 Penalty: 644.969177
	Iteration 44Q: 3 clusters Score -64853.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -64853.917969 Penalty: 644.969177
	Iteration 45F: 3 clusters Score -64853.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -2686.065918 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -2686.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2549.808838 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -2549.809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2567.709473 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -2567.709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7357.141113 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7357.141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7405.166016 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7405.166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7425.089844 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7425.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7430.108887 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7430.109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7436.799805 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7444.723633 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7444.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7444.723633 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -7444.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -35914.078125 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -35914.08 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 321 members 
Entering Unmasked Estep 
Score: -35330.179688 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -35330.18 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35472.765625 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -35472.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35508.519531 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -35508.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35531.945312 Penalty: 587.851318
	Iteration 3Q: 3 clusters Score -35531.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35566.847656 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -35566.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35605.558594 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -35605.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35639.015625 Penalty: 587.851318
	Iteration 6F: 3 clusters Score -35639.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35659.625000 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -35659.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35691.035156 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -35691.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35708.574219 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -35708.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35723.074219 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -35723.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35733.000000 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -35733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35745.296875 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -35745.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35750.218750 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -35750.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35750.828125 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -35750.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35751.167969 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -35751.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -35751.421875 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -35751.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35751.585938 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -35751.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35751.722656 Penalty: 587.851318
	Iteration 18Q: 3 clusters Score -35751.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35751.722656 Penalty: 587.851318
	Iteration 19F: 3 clusters Score -35751.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (94245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Entering Unmasked Estep 
Score: -5660205.500000 Penalty: 521.141235
	Iteration 0F: 2 clusters Score -5660206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -5597501.500000 Penalty: 1042.282471
	Iteration 0F: 3 clusters Score -5597502 nChanged 45994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -5628040.000000 Penalty: 1042.282471
	Iteration 1F: 3 clusters Score -5628040 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -5630957.500000 Penalty: 1042.282471
	Iteration 2F: 3 clusters Score -5630958 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -5635002.000000 Penalty: 1042.282471
	Iteration 3F: 3 clusters Score -5635002 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -5640499.500000 Penalty: 1042.282471
	Iteration 4F: 3 clusters Score -5640500 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -5646709.000000 Penalty: 1042.282471
	Iteration 5F: 3 clusters Score -5646709 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -5652463.000000 Penalty: 1042.282471
	Iteration 6F: 3 clusters Score -5652463 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -5656465.000000 Penalty: 1042.282471
	Iteration 7Q: 3 clusters Score -5656465 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -5658593.000000 Penalty: 1042.282471
	Iteration 8Q: 3 clusters Score -5658593 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
Score: -5659433.500000 Penalty: 1042.282471
	Iteration 9Q: 3 clusters Score -5659434 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -5659664.500000 Penalty: 1042.282471
	Iteration 10Q: 3 clusters Score -5659664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -5659727.500000 Penalty: 1042.282471
	Iteration 11Q: 3 clusters Score -5659728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94143 members 
Entering Unmasked Estep 
Score: -5659758.500000 Penalty: 1042.282471
	Iteration 12Q: 3 clusters Score -5659758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -5659785.000000 Penalty: 1042.282471
	Iteration 13Q: 3 clusters Score -5659785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -5659803.500000 Penalty: 1042.282471
	Iteration 14Q: 3 clusters Score -5659804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -5659803.500000 Penalty: 1042.282471
	Iteration 15Q: 3 clusters Score -5659804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -5659810.000000 Penalty: 1042.282471
	Iteration 16Q: 3 clusters Score -5659810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -5659818.000000 Penalty: 1042.282471
	Iteration 17Q: 3 clusters Score -5659818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -5659820.500000 Penalty: 1042.282471
	Iteration 18Q: 3 clusters Score -5659820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -5659822.000000 Penalty: 1042.282471
	Iteration 19Q: 3 clusters Score -5659822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -5659821.000000 Penalty: 1042.282471
	Iteration 20F: 3 clusters Score -5659821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -5659822.500000 Penalty: 1042.282471
	Iteration 21Q: 3 clusters Score -5659822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -5659822.500000 Penalty: 1042.282471
	Iteration 22F: 3 clusters Score -5659822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -12719.662109 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -12719.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12388.992188 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12388.99 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12483.778320 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -12483.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12542.713867 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -12542.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12582.067383 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -12582.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12594.238281 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -12594.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12606.997070 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -12607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12616.132812 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -12616.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12627.683594 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -12627.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12630.963867 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -12630.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12632.507812 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -12632.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12632.507812 Penalty: 507.066010
	Iteration 10F: 3 clusters Score -12632.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7137.883301 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7137.883 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 80 members 
Entering Unmasked Estep 
Score: -6887.159180 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -6887.159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6943.568359 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -6943.568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6978.733887 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -6978.734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7025.763672 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7025.764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7049.523926 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -7049.524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7065.502930 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7065.503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7082.049805 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -7082.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7091.395020 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -7091.395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7093.747070 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -7093.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7097.736328 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -7097.736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7100.737793 Penalty: 457.173126
	Iteration 10Q: 3 clusters Score -7100.738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7100.737793 Penalty: 457.173126
	Iteration 11F: 3 clusters Score -7100.738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -94212.882812 Penalty: 333.682281
	Iteration 0F: 2 clusters Score -94212.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -93083.101562 Penalty: 667.364563
	Iteration 0F: 3 clusters Score -93083.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -93393.468750 Penalty: 667.364563
	Iteration 1F: 3 clusters Score -93393.47 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -93442.531250 Penalty: 667.364563
	Iteration 2F: 3 clusters Score -93442.53 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -93485.890625 Penalty: 667.364563
	Iteration 3F: 3 clusters Score -93485.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -93534.476562 Penalty: 667.364563
	Iteration 4F: 3 clusters Score -93534.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93594.007812 Penalty: 667.364563
	Iteration 5F: 3 clusters Score -93594.01 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93672.773438 Penalty: 667.364563
	Iteration 6F: 3 clusters Score -93672.77 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93761.218750 Penalty: 667.364563
	Iteration 7F: 3 clusters Score -93761.22 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93857.929688 Penalty: 667.364563
	Iteration 8F: 3 clusters Score -93857.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93915.117188 Penalty: 667.364563
	Iteration 9Q: 3 clusters Score -93915.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -93945.367188 Penalty: 667.364563
	Iteration 10Q: 3 clusters Score -93945.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93962.468750 Penalty: 667.364563
	Iteration 11Q: 3 clusters Score -93962.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93974.250000 Penalty: 667.364563
	Iteration 12Q: 3 clusters Score -93974.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93981.101562 Penalty: 667.364563
	Iteration 13Q: 3 clusters Score -93981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93988.328125 Penalty: 667.364563
	Iteration 14Q: 3 clusters Score -93988.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93993.640625 Penalty: 667.364563
	Iteration 15Q: 3 clusters Score -93993.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93997.953125 Penalty: 667.364563
	Iteration 16Q: 3 clusters Score -93997.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93998.851562 Penalty: 667.364563
	Iteration 17Q: 3 clusters Score -93998.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93998.851562 Penalty: 667.364563
	Iteration 18F: 3 clusters Score -93998.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -23588.949219 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -23588.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23187.988281 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -23187.99 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23273.908203 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -23273.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23300.310547 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -23300.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23313.968750 Penalty: 543.847900
	Iteration 3Q: 3 clusters Score -23313.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23318.734375 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -23318.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23320.166016 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -23320.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23320.736328 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -23320.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23320.736328 Penalty: 543.847900
	Iteration 7F: 3 clusters Score -23320.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -77793.937500 Penalty: 332.294250
	Iteration 0F: 2 clusters Score -77793.94 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 717 members 
Entering Unmasked Estep 
Score: -76675.171875 Penalty: 664.588501
	Iteration 0F: 3 clusters Score -76675.17 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -76992.117188 Penalty: 664.588501
	Iteration 1F: 3 clusters Score -76992.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -77060.195312 Penalty: 664.588501
	Iteration 2F: 3 clusters Score -77060.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -77126.500000 Penalty: 664.588501
	Iteration 3F: 3 clusters Score -77126.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77178.835938 Penalty: 664.588501
	Iteration 4Q: 3 clusters Score -77178.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77248.007812 Penalty: 664.588501
	Iteration 5Q: 3 clusters Score -77248.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77324.656250 Penalty: 664.588501
	Iteration 6Q: 3 clusters Score -77324.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77408.265625 Penalty: 664.588501
	Iteration 7Q: 3 clusters Score -77408.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -77478.953125 Penalty: 664.588501
	Iteration 8Q: 3 clusters Score -77478.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -77522.023438 Penalty: 664.588501
	Iteration 9Q: 3 clusters Score -77522.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -77557.093750 Penalty: 664.588501
	Iteration 10Q: 3 clusters Score -77557.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -77578.929688 Penalty: 664.588501
	Iteration 11Q: 3 clusters Score -77578.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -77597.914062 Penalty: 664.588501
	Iteration 12Q: 3 clusters Score -77597.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -77611.289062 Penalty: 664.588501
	Iteration 13Q: 3 clusters Score -77611.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77621.953125 Penalty: 664.588501
	Iteration 14Q: 3 clusters Score -77621.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -77634.304688 Penalty: 664.588501
	Iteration 15Q: 3 clusters Score -77634.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77642.390625 Penalty: 664.588501
	Iteration 16Q: 3 clusters Score -77642.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -77651.140625 Penalty: 664.588501
	Iteration 17Q: 3 clusters Score -77651.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -77666.632812 Penalty: 664.588501
	Iteration 18Q: 3 clusters Score -77666.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -77678.718750 Penalty: 664.588501
	Iteration 19Q: 3 clusters Score -77678.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77690.304688 Penalty: 664.588501
	Iteration 20F: 3 clusters Score -77690.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -77701.781250 Penalty: 664.588501
	Iteration 21Q: 3 clusters Score -77701.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -77710.531250 Penalty: 664.588501
	Iteration 22Q: 3 clusters Score -77710.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -77716.882812 Penalty: 664.588501
	Iteration 23Q: 3 clusters Score -77716.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -77725.382812 Penalty: 664.588501
	Iteration 24Q: 3 clusters Score -77725.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -77730.882812 Penalty: 664.588501
	Iteration 25Q: 3 clusters Score -77730.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -77732.539062 Penalty: 664.588501
	Iteration 26Q: 3 clusters Score -77732.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -77733.718750 Penalty: 664.588501
	Iteration 27Q: 3 clusters Score -77733.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -77734.179688 Penalty: 664.588501
	Iteration 28Q: 3 clusters Score -77734.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -77734.812500 Penalty: 664.588501
	Iteration 29Q: 3 clusters Score -77734.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -77735.179688 Penalty: 664.588501
	Iteration 30Q: 3 clusters Score -77735.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -77735.703125 Penalty: 664.588501
	Iteration 31Q: 3 clusters Score -77735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -77736.070312 Penalty: 664.588501
	Iteration 32Q: 3 clusters Score -77736.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -77736.070312 Penalty: 664.588501
	Iteration 33F: 3 clusters Score -77736.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6658 members 
Mstep: Class 6 contains 195319 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 35555 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34761 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94245 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073950.000000 Penalty: 17048.580078
Iteration 319Q: 30 clusters Score -2.307395e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 195294 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 35626 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34741 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23073996.000000 Penalty: 17048.580078
Iteration 320F: 30 clusters Score -2.3074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 195271 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 35700 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34729 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5827 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94198 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074014.000000 Penalty: 17048.580078
Iteration 321Q: 30 clusters Score -2.307401e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 195256 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 35777 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34712 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5835 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94171 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074038.000000 Penalty: 17048.580078
Iteration 322Q: 30 clusters Score -2.307404e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6595 members 
Mstep: Class 6 contains 195249 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 35845 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34693 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5840 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94147 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074068.000000 Penalty: 17048.580078
Iteration 323Q: 30 clusters Score -2.307407e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6576 members 
Mstep: Class 6 contains 195229 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 35905 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34685 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94131 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074056.000000 Penalty: 17048.580078
Iteration 324Q: 30 clusters Score -2.307406e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6560 members 
Mstep: Class 6 contains 195195 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 35978 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34674 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94119 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074032.000000 Penalty: 17048.580078
Iteration 325Q: 30 clusters Score -2.307403e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6547 members 
Mstep: Class 6 contains 195154 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1664 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2830 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 36061 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34662 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94105 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074092.000000 Penalty: 17048.580078
Iteration 326Q: 30 clusters Score -2.307409e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 195113 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 36148 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34656 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5856 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94089 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074074.000000 Penalty: 17048.580078
Iteration 327Q: 30 clusters Score -2.307407e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6511 members 
Mstep: Class 6 contains 195097 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 36220 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34648 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94069 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074098.000000 Penalty: 17048.580078
Iteration 328Q: 30 clusters Score -2.30741e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 195082 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 36294 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34637 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94053 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074122.000000 Penalty: 17048.580078
Iteration 329Q: 30 clusters Score -2.307412e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 6 contains 195083 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 36365 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34613 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 94026 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074118.000000 Penalty: 17048.580078
Iteration 330Q: 30 clusters Score -2.307412e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 195085 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 36439 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34597 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5856 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93995 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074118.000000 Penalty: 17048.580078
Iteration 331Q: 30 clusters Score -2.307412e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 195098 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 36505 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34581 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93961 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074076.000000 Penalty: 17048.580078
Iteration 332Q: 30 clusters Score -2.307408e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 195105 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 36579 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34568 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93923 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074144.000000 Penalty: 17048.580078
Iteration 333Q: 30 clusters Score -2.307414e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6368 members 
Mstep: Class 6 contains 195110 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 36653 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34561 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5850 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93881 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074166.000000 Penalty: 17048.580078
Iteration 334Q: 30 clusters Score -2.307417e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6336 members 
Mstep: Class 6 contains 195103 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 36737 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34555 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93851 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074156.000000 Penalty: 17048.580078
Iteration 335Q: 30 clusters Score -2.307416e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 195086 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 3987 members 
Mstep: Class 12 contains 36829 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34555 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93829 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1523 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074208.000000 Penalty: 17048.580078
Iteration 336Q: 30 clusters Score -2.307421e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 195072 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 3986 members 
Mstep: Class 12 contains 36926 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34550 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93791 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1522 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074262.000000 Penalty: 17048.580078
Iteration 337Q: 30 clusters Score -2.307426e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 195089 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 37012 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34549 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93743 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074292.000000 Penalty: 17048.580078
Iteration 338Q: 30 clusters Score -2.307429e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 195095 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 37115 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34541 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93692 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074262.000000 Penalty: 17048.580078
Iteration 339Q: 30 clusters Score -2.307426e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 195103 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1636 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 37206 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34535 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93650 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074258.000000 Penalty: 17048.580078
Iteration 340F: 30 clusters Score -2.307426e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6120 members 
Mstep: Class 6 contains 195106 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1633 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2734 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 37305 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34530 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93611 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1503 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074284.000000 Penalty: 17048.580078
Iteration 341Q: 30 clusters Score -2.307428e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 195110 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1629 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 37397 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34528 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93567 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1493 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074296.000000 Penalty: 17048.580078
Iteration 342Q: 30 clusters Score -2.30743e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 195124 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 37471 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34529 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93522 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074226.000000 Penalty: 17048.580078
Iteration 343Q: 30 clusters Score -2.307423e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 37550 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34535 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93488 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1475 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074212.000000 Penalty: 17048.580078
Iteration 344Q: 30 clusters Score -2.307421e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 195136 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2723 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 37617 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34537 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93460 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074250.000000 Penalty: 17048.580078
Iteration 345Q: 30 clusters Score -2.307425e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 195130 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 37690 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34543 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93426 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1467 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074274.000000 Penalty: 17048.580078
Iteration 346Q: 30 clusters Score -2.307427e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5932 members 
Mstep: Class 6 contains 195134 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1627 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 37762 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34546 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93397 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1465 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074322.000000 Penalty: 17048.580078
Iteration 347Q: 30 clusters Score -2.307432e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 195130 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1627 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 37828 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34543 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93363 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1462 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074372.000000 Penalty: 17048.580078
Iteration 348Q: 30 clusters Score -2.307437e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 195125 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 37897 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34539 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93324 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1457 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074346.000000 Penalty: 17048.580078
Iteration 349Q: 30 clusters Score -2.307435e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 6 contains 195137 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1625 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2716 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 37962 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34537 members 
Mstep: Class 16 contains 8629 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93277 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074376.000000 Penalty: 17048.580078
Iteration 350Q: 30 clusters Score -2.307438e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 195165 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 38011 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34531 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93236 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1442 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074368.000000 Penalty: 17048.580078
Iteration 351Q: 30 clusters Score -2.307437e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 195181 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2706 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 38066 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34533 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93194 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1434 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074356.000000 Penalty: 17048.580078
Iteration 352Q: 30 clusters Score -2.307436e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 195191 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38124 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34528 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93155 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1427 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074328.000000 Penalty: 17048.580078
Iteration 353Q: 30 clusters Score -2.307433e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5835 members 
Mstep: Class 6 contains 195204 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 38175 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34521 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93113 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074348.000000 Penalty: 17048.580078
Iteration 354Q: 30 clusters Score -2.307435e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 195221 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1622 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 38228 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34519 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93066 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074364.000000 Penalty: 17048.580078
Iteration 355Q: 30 clusters Score -2.307436e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 195227 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 38286 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34516 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 93021 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074346.000000 Penalty: 17048.580078
Iteration 356Q: 30 clusters Score -2.307435e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 195238 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 38323 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34514 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92985 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074368.000000 Penalty: 17048.580078
Iteration 357Q: 30 clusters Score -2.307437e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 195252 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34513 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92953 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074366.000000 Penalty: 17048.580078
Iteration 358Q: 30 clusters Score -2.307437e+07 nChanged 78
Entering ConstructFrom: 
Score: -23074366.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -53523.542969 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -53523.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52756.253906 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -52756.25 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53007.867188 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -53007.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53059.265625 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -53059.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53106.449219 Penalty: 624.415771
	Iteration 3F: 3 clusters Score -53106.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53136.289062 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -53136.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -53151.992188 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -53151.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -53162.242188 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -53162.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -53176.828125 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -53176.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -53195.992188 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -53195.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53223.457031 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -53223.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -53248.570312 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -53248.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -53261.445312 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -53261.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -53272.335938 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -53272.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -53284.824219 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -53284.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -53298.570312 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -53298.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -53316.167969 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -53316.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -53341.187500 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -53341.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53376.250000 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -53376.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -53398.882812 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -53398.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53416.882812 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -53416.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -53432.539062 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -53432.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53443.253906 Penalty: 624.415771
	Iteration 21Q: 3 clusters Score -53443.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -53449.816406 Penalty: 624.415771
	Iteration 22Q: 3 clusters Score -53449.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -53457.031250 Penalty: 624.415771
	Iteration 23Q: 3 clusters Score -53457.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -53464.910156 Penalty: 624.415771
	Iteration 24Q: 3 clusters Score -53464.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -53467.898438 Penalty: 624.415771
	Iteration 25Q: 3 clusters Score -53467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -53468.378906 Penalty: 624.415771
	Iteration 26Q: 3 clusters Score -53468.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53468.906250 Penalty: 624.415771
	Iteration 27Q: 3 clusters Score -53468.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53468.906250 Penalty: 624.415771
	Iteration 28F: 3 clusters Score -53468.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66443.125000 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66443.12 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -66689.523438 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66689.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -66730.828125 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66730.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -66766.187500 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -66766.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66789.140625 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66789.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66806.859375 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66806.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -66819.335938 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66819.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66828.750000 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66828.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -66837.242188 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66837.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66848.976562 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -66848.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -66860.023438 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -66860.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -66874.546875 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -66874.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -66889.523438 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -66889.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -66904.906250 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -66904.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -66919.921875 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -66919.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -66938.085938 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -66938.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -66955.031250 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -66955.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -66967.476562 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -66967.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -66972.515625 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -66972.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66986.312500 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -66986.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -67006.546875 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -67006.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -67022.382812 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -67022.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -67037.265625 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -67037.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -67052.539062 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -67052.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -67078.031250 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -67078.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -67092.843750 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -67092.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -67096.578125 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -67096.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -67100.820312 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -67100.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -67108.554688 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -67108.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -67112.226562 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -67112.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -67116.742188 Penalty: 644.588318
	Iteration 30Q: 3 clusters Score -67116.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -67121.273438 Penalty: 644.588318
	Iteration 31Q: 3 clusters Score -67121.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -67123.421875 Penalty: 644.588318
	Iteration 32Q: 3 clusters Score -67123.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -67124.523438 Penalty: 644.588318
	Iteration 33Q: 3 clusters Score -67124.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -67125.296875 Penalty: 644.588318
	Iteration 34Q: 3 clusters Score -67125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -67126.046875 Penalty: 644.588318
	Iteration 35Q: 3 clusters Score -67126.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -67126.046875 Penalty: 644.588318
	Iteration 36F: 3 clusters Score -67126.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -7891.905273 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -7891.905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7688.353027 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7688.353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7786.297363 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7786.297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7815.579590 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7815.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7839.943848 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -7839.944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7859.197754 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -7859.198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7862.580566 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7862.581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7871.119629 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -7871.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7888.384766 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -7888.385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7891.394531 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -7891.395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7892.323242 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -7892.323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7894.190918 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -7894.191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7894.190918 Penalty: 468.421997
	Iteration 11F: 3 clusters Score -7894.191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 38 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 195272 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 38386 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34510 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92921 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 134 members 
Entering Unmasked Estep 
Score: -23074024.000000 Penalty: 17636.460938
Splitting cluster 3 changes total score from -23074366.000000 to -23074024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -82699.632812 Penalty: 331.770355
	Iteration 0F: 2 clusters Score -82699.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -81607.796875 Penalty: 663.540710
	Iteration 0F: 3 clusters Score -81607.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -81909.695312 Penalty: 663.540710
	Iteration 1F: 3 clusters Score -81909.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81987.359375 Penalty: 663.540710
	Iteration 2F: 3 clusters Score -81987.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82066.507812 Penalty: 663.540710
	Iteration 3F: 3 clusters Score -82066.51 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82133.968750 Penalty: 663.540710
	Iteration 4F: 3 clusters Score -82133.97 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82205.914062 Penalty: 663.540710
	Iteration 5F: 3 clusters Score -82205.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82266.687500 Penalty: 663.540710
	Iteration 6Q: 3 clusters Score -82266.69 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -82312.953125 Penalty: 663.540710
	Iteration 7Q: 3 clusters Score -82312.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -82357.304688 Penalty: 663.540710
	Iteration 8Q: 3 clusters Score -82357.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -82390.398438 Penalty: 663.540710
	Iteration 9Q: 3 clusters Score -82390.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -82413.648438 Penalty: 663.540710
	Iteration 10Q: 3 clusters Score -82413.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -82438.539062 Penalty: 663.540710
	Iteration 11Q: 3 clusters Score -82438.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -82446.757812 Penalty: 663.540710
	Iteration 12Q: 3 clusters Score -82446.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -82450.414062 Penalty: 663.540710
	Iteration 13Q: 3 clusters Score -82450.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -82454.218750 Penalty: 663.540710
	Iteration 14Q: 3 clusters Score -82454.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -82454.906250 Penalty: 663.540710
	Iteration 15Q: 3 clusters Score -82454.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -82454.906250 Penalty: 663.540710
	Iteration 16F: 3 clusters Score -82454.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -338336.937500 Penalty: 394.402893
	Iteration 0F: 2 clusters Score -338336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -334456.406250 Penalty: 788.805786
	Iteration 0F: 3 clusters Score -334456.4 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -335828.375000 Penalty: 788.805786
	Iteration 1F: 3 clusters Score -335828.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -335990.656250 Penalty: 788.805786
	Iteration 2F: 3 clusters Score -335990.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -336219.718750 Penalty: 788.805786
	Iteration 3F: 3 clusters Score -336219.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -336519.187500 Penalty: 788.805786
	Iteration 4F: 3 clusters Score -336519.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -336858.531250 Penalty: 788.805786
	Iteration 5F: 3 clusters Score -336858.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -337160.093750 Penalty: 788.805786
	Iteration 6F: 3 clusters Score -337160.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -337336.906250 Penalty: 788.805786
	Iteration 7F: 3 clusters Score -337336.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -337431.875000 Penalty: 788.805786
	Iteration 8Q: 3 clusters Score -337431.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -337484.125000 Penalty: 788.805786
	Iteration 9Q: 3 clusters Score -337484.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -337528.375000 Penalty: 788.805786
	Iteration 10Q: 3 clusters Score -337528.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -337569.843750 Penalty: 788.805786
	Iteration 11Q: 3 clusters Score -337569.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -337629.125000 Penalty: 788.805786
	Iteration 12Q: 3 clusters Score -337629.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -337682.562500 Penalty: 788.805786
	Iteration 13Q: 3 clusters Score -337682.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -337742.812500 Penalty: 788.805786
	Iteration 14Q: 3 clusters Score -337742.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -337808.000000 Penalty: 788.805786
	Iteration 15Q: 3 clusters Score -337808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -337875.531250 Penalty: 788.805786
	Iteration 16Q: 3 clusters Score -337875.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -337931.781250 Penalty: 788.805786
	Iteration 17Q: 3 clusters Score -337931.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -337965.156250 Penalty: 788.805786
	Iteration 18Q: 3 clusters Score -337965.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -337981.812500 Penalty: 788.805786
	Iteration 19Q: 3 clusters Score -337981.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -337997.562500 Penalty: 788.805786
	Iteration 20F: 3 clusters Score -337997.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -338005.656250 Penalty: 788.805786
	Iteration 21Q: 3 clusters Score -338005.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -338013.375000 Penalty: 788.805786
	Iteration 22Q: 3 clusters Score -338013.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -338021.312500 Penalty: 788.805786
	Iteration 23Q: 3 clusters Score -338021.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -338029.937500 Penalty: 788.805786
	Iteration 24Q: 3 clusters Score -338029.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -338039.187500 Penalty: 788.805786
	Iteration 25Q: 3 clusters Score -338039.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -338047.000000 Penalty: 788.805786
	Iteration 26Q: 3 clusters Score -338047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -338051.250000 Penalty: 788.805786
	Iteration 27Q: 3 clusters Score -338051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -338053.562500 Penalty: 788.805786
	Iteration 28Q: 3 clusters Score -338053.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -338054.218750 Penalty: 788.805786
	Iteration 29Q: 3 clusters Score -338054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -338054.906250 Penalty: 788.805786
	Iteration 30Q: 3 clusters Score -338054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -338055.812500 Penalty: 788.805786
	Iteration 31Q: 3 clusters Score -338055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -338056.125000 Penalty: 788.805786
	Iteration 32Q: 3 clusters Score -338056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -338057.906250 Penalty: 788.805786
	Iteration 33Q: 3 clusters Score -338057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -338058.000000 Penalty: 788.805786
	Iteration 34Q: 3 clusters Score -338058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -338058.250000 Penalty: 788.805786
	Iteration 35Q: 3 clusters Score -338058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -338060.562500 Penalty: 788.805786
	Iteration 36Q: 3 clusters Score -338060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -338060.687500 Penalty: 788.805786
	Iteration 37Q: 3 clusters Score -338060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -338062.156250 Penalty: 788.805786
	Iteration 38Q: 3 clusters Score -338062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -338062.156250 Penalty: 788.805786
	Iteration 39Q: 3 clusters Score -338062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -338062.968750 Penalty: 788.805786
	Iteration 40F: 3 clusters Score -338063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -338063.250000 Penalty: 788.805786
	Iteration 41Q: 3 clusters Score -338063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -338063.250000 Penalty: 788.805786
	Iteration 42F: 3 clusters Score -338063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195272 members 
Entering Unmasked Estep 
Score: -11370470.000000 Penalty: 554.287781
	Iteration 0F: 2 clusters Score -1.137047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 97764 members 
Entering Unmasked Estep 
Score: -11247157.000000 Penalty: 1108.575562
	Iteration 0F: 3 clusters Score -1.124716e+07 nChanged 95436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94394 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -11305707.000000 Penalty: 1108.575562
	Iteration 1F: 3 clusters Score -1.130571e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -11308964.000000 Penalty: 1108.575562
	Iteration 2Q: 3 clusters Score -1.130896e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -11313526.000000 Penalty: 1108.575562
	Iteration 3Q: 3 clusters Score -1.131353e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 109143 members 
Entering Unmasked Estep 
Score: -11320369.000000 Penalty: 1108.575562
	Iteration 4F: 3 clusters Score -1.132037e+07 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -11329830.000000 Penalty: 1108.575562
	Iteration 5F: 3 clusters Score -1.132983e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 115623 members 
Entering Unmasked Estep 
Score: -11338614.000000 Penalty: 1108.575562
	Iteration 6F: 3 clusters Score -1.133861e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -11343153.000000 Penalty: 1108.575562
	Iteration 7F: 3 clusters Score -1.134315e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -11344551.000000 Penalty: 1108.575562
	Iteration 8Q: 3 clusters Score -1.134455e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 120723 members 
Entering Unmasked Estep 
Score: -11345082.000000 Penalty: 1108.575562
	Iteration 9Q: 3 clusters Score -1.134508e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 122577 members 
Entering Unmasked Estep 
Score: -11345431.000000 Penalty: 1108.575562
	Iteration 10Q: 3 clusters Score -1.134543e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 124534 members 
Entering Unmasked Estep 
Score: -11345742.000000 Penalty: 1108.575562
	Iteration 11Q: 3 clusters Score -1.134574e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -11346114.000000 Penalty: 1108.575562
	Iteration 12Q: 3 clusters Score -1.134611e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 128520 members 
Entering Unmasked Estep 
Score: -11346439.000000 Penalty: 1108.575562
	Iteration 13Q: 3 clusters Score -1.134644e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 130428 members 
Entering Unmasked Estep 
Score: -11346697.000000 Penalty: 1108.575562
	Iteration 14Q: 3 clusters Score -1.13467e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 132251 members 
Entering Unmasked Estep 
Score: -11346991.000000 Penalty: 1108.575562
	Iteration 15Q: 3 clusters Score -1.134699e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 134015 members 
Entering Unmasked Estep 
Score: -11347257.000000 Penalty: 1108.575562
	Iteration 16Q: 3 clusters Score -1.134726e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 135674 members 
Entering Unmasked Estep 
Score: -11347414.000000 Penalty: 1108.575562
	Iteration 17Q: 3 clusters Score -1.134741e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -11347596.000000 Penalty: 1108.575562
	Iteration 18Q: 3 clusters Score -1.13476e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 138860 members 
Entering Unmasked Estep 
Score: -11347821.000000 Penalty: 1108.575562
	Iteration 19Q: 3 clusters Score -1.134782e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 140328 members 
Entering Unmasked Estep 
Score: -11347919.000000 Penalty: 1108.575562
	Iteration 20F: 3 clusters Score -1.134792e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -11348052.000000 Penalty: 1108.575562
	Iteration 21Q: 3 clusters Score -1.134805e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -11348116.000000 Penalty: 1108.575562
	Iteration 22Q: 3 clusters Score -1.134812e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 144038 members 
Entering Unmasked Estep 
Score: -11348233.000000 Penalty: 1108.575562
	Iteration 23Q: 3 clusters Score -1.134823e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 145185 members 
Entering Unmasked Estep 
Score: -11348374.000000 Penalty: 1108.575562
	Iteration 24Q: 3 clusters Score -1.134837e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -11348504.000000 Penalty: 1108.575562
	Iteration 25Q: 3 clusters Score -1.13485e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 147292 members 
Entering Unmasked Estep 
Score: -11348573.000000 Penalty: 1108.575562
	Iteration 26Q: 3 clusters Score -1.134857e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -11348655.000000 Penalty: 1108.575562
	Iteration 27Q: 3 clusters Score -1.134866e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 149115 members 
Entering Unmasked Estep 
Score: -11348745.000000 Penalty: 1108.575562
	Iteration 28Q: 3 clusters Score -1.134874e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 149913 members 
Entering Unmasked Estep 
Score: -11348792.000000 Penalty: 1108.575562
	Iteration 29Q: 3 clusters Score -1.134879e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 150715 members 
Entering Unmasked Estep 
Score: -11348856.000000 Penalty: 1108.575562
	Iteration 30Q: 3 clusters Score -1.134886e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 151497 members 
Entering Unmasked Estep 
Score: -11348924.000000 Penalty: 1108.575562
	Iteration 31Q: 3 clusters Score -1.134892e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 152215 members 
Entering Unmasked Estep 
Score: -11349127.000000 Penalty: 1108.575562
	Iteration 32Q: 3 clusters Score -1.134913e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -11349316.000000 Penalty: 1108.575562
	Iteration 33Q: 3 clusters Score -1.134932e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -11349390.000000 Penalty: 1108.575562
	Iteration 34Q: 3 clusters Score -1.134939e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -11349592.000000 Penalty: 1108.575562
	Iteration 35Q: 3 clusters Score -1.134959e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 155356 members 
Entering Unmasked Estep 
Score: -11349744.000000 Penalty: 1108.575562
	Iteration 36Q: 3 clusters Score -1.134974e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -11349923.000000 Penalty: 1108.575562
	Iteration 37Q: 3 clusters Score -1.134992e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 157032 members 
Entering Unmasked Estep 
Score: -11350012.000000 Penalty: 1108.575562
	Iteration 38Q: 3 clusters Score -1.135001e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -11350210.000000 Penalty: 1108.575562
	Iteration 39Q: 3 clusters Score -1.135021e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -11350373.000000 Penalty: 1108.575562
	Iteration 40F: 3 clusters Score -1.135037e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -11350574.000000 Penalty: 1108.575562
	Iteration 41Q: 3 clusters Score -1.135057e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 160168 members 
Entering Unmasked Estep 
Score: -11350839.000000 Penalty: 1108.575562
	Iteration 42Q: 3 clusters Score -1.135084e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -11351125.000000 Penalty: 1108.575562
	Iteration 43Q: 3 clusters Score -1.135112e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 162023 members 
Entering Unmasked Estep 
Score: -11351449.000000 Penalty: 1108.575562
	Iteration 44Q: 3 clusters Score -1.135145e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 162993 members 
Entering Unmasked Estep 
Score: -11351681.000000 Penalty: 1108.575562
	Iteration 45Q: 3 clusters Score -1.135168e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 163996 members 
Entering Unmasked Estep 
Score: -11351967.000000 Penalty: 1108.575562
	Iteration 46Q: 3 clusters Score -1.135197e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -11352281.000000 Penalty: 1108.575562
	Iteration 47Q: 3 clusters Score -1.135228e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 166046 members 
Entering Unmasked Estep 
Score: -11352627.000000 Penalty: 1108.575562
	Iteration 48Q: 3 clusters Score -1.135263e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 167068 members 
Entering Unmasked Estep 
Score: -11352954.000000 Penalty: 1108.575562
	Iteration 49Q: 3 clusters Score -1.135295e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -11353348.000000 Penalty: 1108.575562
	Iteration 50Q: 3 clusters Score -1.135335e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -11353703.000000 Penalty: 1108.575562
	Iteration 51Q: 3 clusters Score -1.13537e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 170363 members 
Entering Unmasked Estep 
Score: -11354220.000000 Penalty: 1108.575562
	Iteration 52Q: 3 clusters Score -1.135422e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -11354685.000000 Penalty: 1108.575562
	Iteration 53Q: 3 clusters Score -1.135468e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -11355269.000000 Penalty: 1108.575562
	Iteration 54Q: 3 clusters Score -1.135527e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -11355814.000000 Penalty: 1108.575562
	Iteration 55Q: 3 clusters Score -1.135581e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -11356422.000000 Penalty: 1108.575562
	Iteration 56Q: 3 clusters Score -1.135642e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -11357099.000000 Penalty: 1108.575562
	Iteration 57Q: 3 clusters Score -1.13571e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 177919 members 
Entering Unmasked Estep 
Score: -11358007.000000 Penalty: 1108.575562
	Iteration 58Q: 3 clusters Score -1.135801e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 179162 members 
Entering Unmasked Estep 
Score: -11358769.000000 Penalty: 1108.575562
	Iteration 59Q: 3 clusters Score -1.135877e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 180449 members 
Entering Unmasked Estep 
Score: -11359675.000000 Penalty: 1108.575562
	Iteration 60F: 3 clusters Score -1.135968e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 181734 members 
Entering Unmasked Estep 
Score: -11360363.000000 Penalty: 1108.575562
	Iteration 61Q: 3 clusters Score -1.136036e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 182923 members 
Entering Unmasked Estep 
Score: -11361102.000000 Penalty: 1108.575562
	Iteration 62Q: 3 clusters Score -1.13611e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -11361850.000000 Penalty: 1108.575562
	Iteration 63Q: 3 clusters Score -1.136185e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 185094 members 
Entering Unmasked Estep 
Score: -11362594.000000 Penalty: 1108.575562
	Iteration 64Q: 3 clusters Score -1.136259e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 186095 members 
Entering Unmasked Estep 
Score: -11363359.000000 Penalty: 1108.575562
	Iteration 65Q: 3 clusters Score -1.136336e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 187051 members 
Entering Unmasked Estep 
Score: -11364075.000000 Penalty: 1108.575562
	Iteration 66Q: 3 clusters Score -1.136408e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 187950 members 
Entering Unmasked Estep 
Score: -11364850.000000 Penalty: 1108.575562
	Iteration 67Q: 3 clusters Score -1.136485e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 188799 members 
Entering Unmasked Estep 
Score: -11365452.000000 Penalty: 1108.575562
	Iteration 68Q: 3 clusters Score -1.136545e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 189600 members 
Entering Unmasked Estep 
Score: -11366143.000000 Penalty: 1108.575562
	Iteration 69Q: 3 clusters Score -1.136614e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -11366674.000000 Penalty: 1108.575562
	Iteration 70Q: 3 clusters Score -1.136667e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -11367091.000000 Penalty: 1108.575562
	Iteration 71Q: 3 clusters Score -1.136709e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 191437 members 
Entering Unmasked Estep 
Score: -11367422.000000 Penalty: 1108.575562
	Iteration 72Q: 3 clusters Score -1.136742e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 191881 members 
Entering Unmasked Estep 
Score: -11367712.000000 Penalty: 1108.575562
	Iteration 73Q: 3 clusters Score -1.136771e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 192259 members 
Entering Unmasked Estep 
Score: -11367994.000000 Penalty: 1108.575562
	Iteration 74Q: 3 clusters Score -1.136799e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 192584 members 
Entering Unmasked Estep 
Score: -11368336.000000 Penalty: 1108.575562
	Iteration 75Q: 3 clusters Score -1.136834e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 192883 members 
Entering Unmasked Estep 
Score: -11368586.000000 Penalty: 1108.575562
	Iteration 76Q: 3 clusters Score -1.136859e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 193129 members 
Entering Unmasked Estep 
Score: -11368781.000000 Penalty: 1108.575562
	Iteration 77Q: 3 clusters Score -1.136878e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 193318 members 
Entering Unmasked Estep 
Score: -11368929.000000 Penalty: 1108.575562
	Iteration 78Q: 3 clusters Score -1.136893e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 193474 members 
Entering Unmasked Estep 
Score: -11369023.000000 Penalty: 1108.575562
	Iteration 79Q: 3 clusters Score -1.136902e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
Score: -11369126.000000 Penalty: 1108.575562
	Iteration 80F: 3 clusters Score -1.136913e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 193718 members 
Entering Unmasked Estep 
Score: -11369192.000000 Penalty: 1108.575562
	Iteration 81Q: 3 clusters Score -1.136919e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -11369236.000000 Penalty: 1108.575562
	Iteration 82Q: 3 clusters Score -1.136924e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 193891 members 
Entering Unmasked Estep 
Score: -11369329.000000 Penalty: 1108.575562
	Iteration 83Q: 3 clusters Score -1.136933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 193967 members 
Entering Unmasked Estep 
Score: -11369392.000000 Penalty: 1108.575562
	Iteration 84Q: 3 clusters Score -1.136939e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 194032 members 
Entering Unmasked Estep 
Score: -11369436.000000 Penalty: 1108.575562
	Iteration 85Q: 3 clusters Score -1.136944e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 194082 members 
Entering Unmasked Estep 
Score: -11369504.000000 Penalty: 1108.575562
	Iteration 86Q: 3 clusters Score -1.13695e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 194137 members 
Entering Unmasked Estep 
Score: -11369525.000000 Penalty: 1108.575562
	Iteration 87Q: 3 clusters Score -1.136952e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 194187 members 
Entering Unmasked Estep 
Score: -11369581.000000 Penalty: 1108.575562
	Iteration 88Q: 3 clusters Score -1.136958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 194228 members 
Entering Unmasked Estep 
Score: -11369603.000000 Penalty: 1108.575562
	Iteration 89Q: 3 clusters Score -1.13696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 194275 members 
Entering Unmasked Estep 
Score: -11369633.000000 Penalty: 1108.575562
	Iteration 90Q: 3 clusters Score -1.136963e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 194313 members 
Entering Unmasked Estep 
Score: -11369679.000000 Penalty: 1108.575562
	Iteration 91Q: 3 clusters Score -1.136968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 194339 members 
Entering Unmasked Estep 
Score: -11369714.000000 Penalty: 1108.575562
	Iteration 92Q: 3 clusters Score -1.136971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 194365 members 
Entering Unmasked Estep 
Score: -11369742.000000 Penalty: 1108.575562
	Iteration 93Q: 3 clusters Score -1.136974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 194387 members 
Entering Unmasked Estep 
Score: -11369758.000000 Penalty: 1108.575562
	Iteration 94Q: 3 clusters Score -1.136976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 194402 members 
Entering Unmasked Estep 
Score: -11369758.000000 Penalty: 1108.575562
	Iteration 95Q: 3 clusters Score -1.136976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 194418 members 
Entering Unmasked Estep 
Score: -11369772.000000 Penalty: 1108.575562
	Iteration 96Q: 3 clusters Score -1.136977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 194431 members 
Entering Unmasked Estep 
Score: -11369789.000000 Penalty: 1108.575562
	Iteration 97Q: 3 clusters Score -1.136979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 194450 members 
Entering Unmasked Estep 
Score: -11369783.000000 Penalty: 1108.575562
	Iteration 98Q: 3 clusters Score -1.136978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 194458 members 
Entering Unmasked Estep 
Score: -11369801.000000 Penalty: 1108.575562
	Iteration 99Q: 3 clusters Score -1.13698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 194467 members 
Entering Unmasked Estep 
Score: -11369797.000000 Penalty: 1108.575562
	Iteration 100F: 3 clusters Score -1.13698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 194472 members 
Entering Unmasked Estep 
Score: -11369816.000000 Penalty: 1108.575562
	Iteration 101Q: 3 clusters Score -1.136982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 194477 members 
Entering Unmasked Estep 
Score: -11369815.000000 Penalty: 1108.575562
	Iteration 102Q: 3 clusters Score -1.136982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 194482 members 
Entering Unmasked Estep 
Score: -11369824.000000 Penalty: 1108.575562
	Iteration 103Q: 3 clusters Score -1.136982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 194487 members 
Entering Unmasked Estep 
Score: -11369825.000000 Penalty: 1108.575562
	Iteration 104Q: 3 clusters Score -1.136982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 194491 members 
Entering Unmasked Estep 
Score: -11369831.000000 Penalty: 1108.575562
	Iteration 105Q: 3 clusters Score -1.136983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 194497 members 
Entering Unmasked Estep 
Score: -11369830.000000 Penalty: 1108.575562
	Iteration 106Q: 3 clusters Score -1.136983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 194502 members 
Entering Unmasked Estep 
Score: -11369832.000000 Penalty: 1108.575562
	Iteration 107Q: 3 clusters Score -1.136983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 194509 members 
Entering Unmasked Estep 
Score: -11369840.000000 Penalty: 1108.575562
	Iteration 108Q: 3 clusters Score -1.136984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 194515 members 
Entering Unmasked Estep 
Score: -11369847.000000 Penalty: 1108.575562
	Iteration 109Q: 3 clusters Score -1.136985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -11369856.000000 Penalty: 1108.575562
	Iteration 110Q: 3 clusters Score -1.136986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 194538 members 
Entering Unmasked Estep 
Score: -11369858.000000 Penalty: 1108.575562
	Iteration 111Q: 3 clusters Score -1.136986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -11369871.000000 Penalty: 1108.575562
	Iteration 112Q: 3 clusters Score -1.136987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
Score: -11369857.000000 Penalty: 1108.575562
	Iteration 113Q: 3 clusters Score -1.136986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 194584 members 
Entering Unmasked Estep 
Score: -11369875.000000 Penalty: 1108.575562
	Iteration 114Q: 3 clusters Score -1.136988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 194603 members 
Entering Unmasked Estep 
Score: -11369881.000000 Penalty: 1108.575562
	Iteration 115Q: 3 clusters Score -1.136988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 194617 members 
Entering Unmasked Estep 
Score: -11369883.000000 Penalty: 1108.575562
	Iteration 116Q: 3 clusters Score -1.136988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 194624 members 
Entering Unmasked Estep 
Score: -11369893.000000 Penalty: 1108.575562
	Iteration 117Q: 3 clusters Score -1.136989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 194632 members 
Entering Unmasked Estep 
Score: -11369901.000000 Penalty: 1108.575562
	Iteration 118Q: 3 clusters Score -1.13699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 194642 members 
Entering Unmasked Estep 
Score: -11369915.000000 Penalty: 1108.575562
	Iteration 119Q: 3 clusters Score -1.136992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 194654 members 
Entering Unmasked Estep 
Score: -11369904.000000 Penalty: 1108.575562
	Iteration 120F: 3 clusters Score -1.13699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 194664 members 
Entering Unmasked Estep 
Score: -11369910.000000 Penalty: 1108.575562
	Iteration 121Q: 3 clusters Score -1.136991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -11369917.000000 Penalty: 1108.575562
	Iteration 122Q: 3 clusters Score -1.136992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 194687 members 
Entering Unmasked Estep 
Score: -11369929.000000 Penalty: 1108.575562
	Iteration 123Q: 3 clusters Score -1.136993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 194695 members 
Entering Unmasked Estep 
Score: -11369924.000000 Penalty: 1108.575562
	Iteration 124Q: 3 clusters Score -1.136992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 194700 members 
Entering Unmasked Estep 
Score: -11369918.000000 Penalty: 1108.575562
	Iteration 125Q: 3 clusters Score -1.136992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 194704 members 
Entering Unmasked Estep 
Score: -11369919.000000 Penalty: 1108.575562
	Iteration 126Q: 3 clusters Score -1.136992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 194711 members 
Entering Unmasked Estep 
Score: -11369933.000000 Penalty: 1108.575562
	Iteration 127Q: 3 clusters Score -1.136993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 194716 members 
Entering Unmasked Estep 
Score: -11369925.000000 Penalty: 1108.575562
	Iteration 128Q: 3 clusters Score -1.136992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 194722 members 
Entering Unmasked Estep 
Score: -11369930.000000 Penalty: 1108.575562
	Iteration 129Q: 3 clusters Score -1.136993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 194726 members 
Entering Unmasked Estep 
Score: -11369924.000000 Penalty: 1108.575562
	Iteration 130Q: 3 clusters Score -1.136992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 194726 members 
Entering Unmasked Estep 
Score: -11369927.000000 Penalty: 1108.575562
	Iteration 131Q: 3 clusters Score -1.136993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 194729 members 
Entering Unmasked Estep 
Score: -11369924.000000 Penalty: 1108.575562
	Iteration 132Q: 3 clusters Score -1.136992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 194732 members 
Entering Unmasked Estep 
Score: -11369928.000000 Penalty: 1108.575562
	Iteration 133Q: 3 clusters Score -1.136993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 194735 members 
Entering Unmasked Estep 
Score: -11369925.000000 Penalty: 1108.575562
	Iteration 134Q: 3 clusters Score -1.136992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 194735 members 
Entering Unmasked Estep 
Score: -11369921.000000 Penalty: 1108.575562
	Iteration 135Q: 3 clusters Score -1.136992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 194735 members 
Entering Unmasked Estep 
Score: -11369921.000000 Penalty: 1108.575562
	Iteration 136F: 3 clusters Score -1.136992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -95847.054688 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -95847.05 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 834 members 
Entering Unmasked Estep 
Score: -94569.351562 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -94569.35 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -94951.523438 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -94951.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -95013.695312 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -95013.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -95058.476562 Penalty: 678.010132
	Iteration 3F: 3 clusters Score -95058.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -95103.054688 Penalty: 678.010132
	Iteration 4Q: 3 clusters Score -95103.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -95144.640625 Penalty: 678.010132
	Iteration 5Q: 3 clusters Score -95144.64 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -95184.539062 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -95184.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -95219.382812 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -95219.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95280.500000 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -95280.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95351.289062 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -95351.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95407.062500 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -95407.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95430.093750 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -95430.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95444.890625 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -95444.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95455.929688 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -95455.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95468.351562 Penalty: 678.010132
	Iteration 14Q: 3 clusters Score -95468.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95477.531250 Penalty: 678.010132
	Iteration 15Q: 3 clusters Score -95477.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95489.875000 Penalty: 678.010132
	Iteration 16Q: 3 clusters Score -95489.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95499.000000 Penalty: 678.010132
	Iteration 17Q: 3 clusters Score -95499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95515.960938 Penalty: 678.010132
	Iteration 18Q: 3 clusters Score -95515.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95538.609375 Penalty: 678.010132
	Iteration 19Q: 3 clusters Score -95538.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95550.367188 Penalty: 678.010132
	Iteration 20F: 3 clusters Score -95550.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95557.781250 Penalty: 678.010132
	Iteration 21Q: 3 clusters Score -95557.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95562.062500 Penalty: 678.010132
	Iteration 22Q: 3 clusters Score -95562.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95564.898438 Penalty: 678.010132
	Iteration 23Q: 3 clusters Score -95564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -95566.789062 Penalty: 678.010132
	Iteration 24Q: 3 clusters Score -95566.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -95568.257812 Penalty: 678.010132
	Iteration 25Q: 3 clusters Score -95568.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95570.078125 Penalty: 678.010132
	Iteration 26Q: 3 clusters Score -95570.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95571.664062 Penalty: 678.010132
	Iteration 27Q: 3 clusters Score -95571.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -95573.140625 Penalty: 678.010132
	Iteration 28Q: 3 clusters Score -95573.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95573.828125 Penalty: 678.010132
	Iteration 29Q: 3 clusters Score -95573.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95574.398438 Penalty: 678.010132
	Iteration 30Q: 3 clusters Score -95574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95575.054688 Penalty: 678.010132
	Iteration 31Q: 3 clusters Score -95575.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95575.335938 Penalty: 678.010132
	Iteration 32Q: 3 clusters Score -95575.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95575.601562 Penalty: 678.010132
	Iteration 33Q: 3 clusters Score -95575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95576.023438 Penalty: 678.010132
	Iteration 34Q: 3 clusters Score -95576.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95576.226562 Penalty: 678.010132
	Iteration 35Q: 3 clusters Score -95576.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95576.320312 Penalty: 678.010132
	Iteration 36Q: 3 clusters Score -95576.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95576.460938 Penalty: 678.010132
	Iteration 37Q: 3 clusters Score -95576.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95576.460938 Penalty: 678.010132
	Iteration 38F: 3 clusters Score -95576.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -101390.187500 Penalty: 336.253265
	Iteration 0F: 2 clusters Score -101390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -100190.789062 Penalty: 672.506531
	Iteration 0F: 3 clusters Score -100190.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -100623.101562 Penalty: 672.506531
	Iteration 1F: 3 clusters Score -100623.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -100699.632812 Penalty: 672.506531
	Iteration 2F: 3 clusters Score -100699.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -100749.054688 Penalty: 672.506531
	Iteration 3F: 3 clusters Score -100749.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -100795.328125 Penalty: 672.506531
	Iteration 4Q: 3 clusters Score -100795.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -100827.250000 Penalty: 672.506531
	Iteration 5Q: 3 clusters Score -100827.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -100847.828125 Penalty: 672.506531
	Iteration 6Q: 3 clusters Score -100847.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -100866.968750 Penalty: 672.506531
	Iteration 7Q: 3 clusters Score -100867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -100879.742188 Penalty: 672.506531
	Iteration 8Q: 3 clusters Score -100879.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100901.742188 Penalty: 672.506531
	Iteration 9Q: 3 clusters Score -100901.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -100923.500000 Penalty: 672.506531
	Iteration 10Q: 3 clusters Score -100923.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -100940.820312 Penalty: 672.506531
	Iteration 11Q: 3 clusters Score -100940.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -100951.484375 Penalty: 672.506531
	Iteration 12Q: 3 clusters Score -100951.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -100960.046875 Penalty: 672.506531
	Iteration 13Q: 3 clusters Score -100960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -100964.085938 Penalty: 672.506531
	Iteration 14Q: 3 clusters Score -100964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -100967.078125 Penalty: 672.506531
	Iteration 15Q: 3 clusters Score -100967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -100972.171875 Penalty: 672.506531
	Iteration 16Q: 3 clusters Score -100972.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -100978.804688 Penalty: 672.506531
	Iteration 17Q: 3 clusters Score -100978.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -100985.460938 Penalty: 672.506531
	Iteration 18Q: 3 clusters Score -100985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -100992.257812 Penalty: 672.506531
	Iteration 19Q: 3 clusters Score -100992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -100998.468750 Penalty: 672.506531
	Iteration 20F: 3 clusters Score -100998.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -101008.187500 Penalty: 672.506531
	Iteration 21Q: 3 clusters Score -101008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -101011.398438 Penalty: 672.506531
	Iteration 22Q: 3 clusters Score -101011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -101014.664062 Penalty: 672.506531
	Iteration 23Q: 3 clusters Score -101014.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -101018.437500 Penalty: 672.506531
	Iteration 24Q: 3 clusters Score -101018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -101021.039062 Penalty: 672.506531
	Iteration 25Q: 3 clusters Score -101021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -101027.890625 Penalty: 672.506531
	Iteration 26Q: 3 clusters Score -101027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -101033.203125 Penalty: 672.506531
	Iteration 27Q: 3 clusters Score -101033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -101036.015625 Penalty: 672.506531
	Iteration 28Q: 3 clusters Score -101036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -101038.539062 Penalty: 672.506531
	Iteration 29Q: 3 clusters Score -101038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -101041.054688 Penalty: 672.506531
	Iteration 30Q: 3 clusters Score -101041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -101042.843750 Penalty: 672.506531
	Iteration 31Q: 3 clusters Score -101042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -101044.843750 Penalty: 672.506531
	Iteration 32Q: 3 clusters Score -101044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -101047.765625 Penalty: 672.506531
	Iteration 33Q: 3 clusters Score -101047.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -101051.171875 Penalty: 672.506531
	Iteration 34Q: 3 clusters Score -101051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -101052.445312 Penalty: 672.506531
	Iteration 35Q: 3 clusters Score -101052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -101054.078125 Penalty: 672.506531
	Iteration 36Q: 3 clusters Score -101054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -101055.687500 Penalty: 672.506531
	Iteration 37Q: 3 clusters Score -101055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -101056.164062 Penalty: 672.506531
	Iteration 38Q: 3 clusters Score -101056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -101056.843750 Penalty: 672.506531
	Iteration 39Q: 3 clusters Score -101056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -101062.117188 Penalty: 672.506531
	Iteration 40F: 3 clusters Score -101062.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -101066.281250 Penalty: 672.506531
	Iteration 41Q: 3 clusters Score -101066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -101067.617188 Penalty: 672.506531
	Iteration 42Q: 3 clusters Score -101067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -101068.859375 Penalty: 672.506531
	Iteration 43Q: 3 clusters Score -101068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -101069.320312 Penalty: 672.506531
	Iteration 44Q: 3 clusters Score -101069.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -101069.531250 Penalty: 672.506531
	Iteration 45Q: 3 clusters Score -101069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -101069.851562 Penalty: 672.506531
	Iteration 46Q: 3 clusters Score -101069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -101069.843750 Penalty: 672.506531
	Iteration 47Q: 3 clusters Score -101069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -101069.843750 Penalty: 672.506531
	Iteration 48F: 3 clusters Score -101069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -39408.070312 Penalty: 295.740295
	Iteration 0F: 2 clusters Score -39408.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -38817.667969 Penalty: 591.480591
	Iteration 0F: 3 clusters Score -38817.67 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38969.375000 Penalty: 591.480591
	Iteration 1F: 3 clusters Score -38969.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39003.964844 Penalty: 591.480591
	Iteration 2F: 3 clusters Score -39003.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39024.988281 Penalty: 591.480591
	Iteration 3F: 3 clusters Score -39024.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39032.984375 Penalty: 591.480591
	Iteration 4Q: 3 clusters Score -39032.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39039.003906 Penalty: 591.480591
	Iteration 5Q: 3 clusters Score -39039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39045.410156 Penalty: 591.480591
	Iteration 6Q: 3 clusters Score -39045.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39049.734375 Penalty: 591.480591
	Iteration 7Q: 3 clusters Score -39049.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39052.601562 Penalty: 591.480591
	Iteration 8Q: 3 clusters Score -39052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39052.847656 Penalty: 591.480591
	Iteration 9Q: 3 clusters Score -39052.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39052.847656 Penalty: 591.480591
	Iteration 10F: 3 clusters Score -39052.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -150207.546875 Penalty: 358.919220
	Iteration 0F: 2 clusters Score -150207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -148286.406250 Penalty: 717.838440
	Iteration 0F: 3 clusters Score -148286.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -149060.796875 Penalty: 717.838440
	Iteration 1F: 3 clusters Score -149060.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -149209.828125 Penalty: 717.838440
	Iteration 2F: 3 clusters Score -149209.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149363.906250 Penalty: 717.838440
	Iteration 3F: 3 clusters Score -149363.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -149508.734375 Penalty: 717.838440
	Iteration 4F: 3 clusters Score -149508.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -149645.843750 Penalty: 717.838440
	Iteration 5F: 3 clusters Score -149645.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149752.281250 Penalty: 717.838440
	Iteration 6Q: 3 clusters Score -149752.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -149828.765625 Penalty: 717.838440
	Iteration 7Q: 3 clusters Score -149828.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -149869.781250 Penalty: 717.838440
	Iteration 8Q: 3 clusters Score -149869.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -149888.515625 Penalty: 717.838440
	Iteration 9Q: 3 clusters Score -149888.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -149902.859375 Penalty: 717.838440
	Iteration 10Q: 3 clusters Score -149902.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -149914.796875 Penalty: 717.838440
	Iteration 11Q: 3 clusters Score -149914.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -149930.703125 Penalty: 717.838440
	Iteration 12Q: 3 clusters Score -149930.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -149947.593750 Penalty: 717.838440
	Iteration 13Q: 3 clusters Score -149947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -149955.312500 Penalty: 717.838440
	Iteration 14Q: 3 clusters Score -149955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -149960.437500 Penalty: 717.838440
	Iteration 15Q: 3 clusters Score -149960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -149964.781250 Penalty: 717.838440
	Iteration 16Q: 3 clusters Score -149964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -149966.312500 Penalty: 717.838440
	Iteration 17Q: 3 clusters Score -149966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -149967.593750 Penalty: 717.838440
	Iteration 18Q: 3 clusters Score -149967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -149969.953125 Penalty: 717.838440
	Iteration 19Q: 3 clusters Score -149970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -149971.546875 Penalty: 717.838440
	Iteration 20F: 3 clusters Score -149971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -149972.375000 Penalty: 717.838440
	Iteration 21Q: 3 clusters Score -149972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -149972.578125 Penalty: 717.838440
	Iteration 22Q: 3 clusters Score -149972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -149972.921875 Penalty: 717.838440
	Iteration 23Q: 3 clusters Score -149972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -149973.687500 Penalty: 717.838440
	Iteration 24Q: 3 clusters Score -149973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -149973.843750 Penalty: 717.838440
	Iteration 25Q: 3 clusters Score -149973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -149973.843750 Penalty: 717.838440
	Iteration 26F: 3 clusters Score -149973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -229695.390625 Penalty: 377.162628
	Iteration 0F: 2 clusters Score -229695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -227013.218750 Penalty: 754.325256
	Iteration 0F: 3 clusters Score -227013.2 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -227990.328125 Penalty: 754.325256
	Iteration 1F: 3 clusters Score -227990.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -228160.031250 Penalty: 754.325256
	Iteration 2F: 3 clusters Score -228160 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -228341.984375 Penalty: 754.325256
	Iteration 3F: 3 clusters Score -228342 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -228546.578125 Penalty: 754.325256
	Iteration 4F: 3 clusters Score -228546.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -228712.640625 Penalty: 754.325256
	Iteration 5F: 3 clusters Score -228712.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -228802.921875 Penalty: 754.325256
	Iteration 6Q: 3 clusters Score -228802.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -228850.359375 Penalty: 754.325256
	Iteration 7Q: 3 clusters Score -228850.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -228889.421875 Penalty: 754.325256
	Iteration 8Q: 3 clusters Score -228889.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -228919.937500 Penalty: 754.325256
	Iteration 9Q: 3 clusters Score -228919.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -228942.578125 Penalty: 754.325256
	Iteration 10Q: 3 clusters Score -228942.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -228958.062500 Penalty: 754.325256
	Iteration 11Q: 3 clusters Score -228958.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -228968.515625 Penalty: 754.325256
	Iteration 12Q: 3 clusters Score -228968.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -228974.937500 Penalty: 754.325256
	Iteration 13Q: 3 clusters Score -228974.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -228980.234375 Penalty: 754.325256
	Iteration 14Q: 3 clusters Score -228980.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -228987.000000 Penalty: 754.325256
	Iteration 15Q: 3 clusters Score -228987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -228994.828125 Penalty: 754.325256
	Iteration 16Q: 3 clusters Score -228994.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -229002.562500 Penalty: 754.325256
	Iteration 17Q: 3 clusters Score -229002.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -229013.265625 Penalty: 754.325256
	Iteration 18Q: 3 clusters Score -229013.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -229026.906250 Penalty: 754.325256
	Iteration 19Q: 3 clusters Score -229026.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -229040.062500 Penalty: 754.325256
	Iteration 20F: 3 clusters Score -229040.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -229050.890625 Penalty: 754.325256
	Iteration 21Q: 3 clusters Score -229050.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -229061.734375 Penalty: 754.325256
	Iteration 22Q: 3 clusters Score -229061.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -229074.906250 Penalty: 754.325256
	Iteration 23Q: 3 clusters Score -229074.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -229085.265625 Penalty: 754.325256
	Iteration 24Q: 3 clusters Score -229085.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -229100.343750 Penalty: 754.325256
	Iteration 25Q: 3 clusters Score -229100.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -229120.062500 Penalty: 754.325256
	Iteration 26Q: 3 clusters Score -229120.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -229138.359375 Penalty: 754.325256
	Iteration 27Q: 3 clusters Score -229138.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -229159.406250 Penalty: 754.325256
	Iteration 28Q: 3 clusters Score -229159.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -229174.875000 Penalty: 754.325256
	Iteration 29Q: 3 clusters Score -229174.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -229186.484375 Penalty: 754.325256
	Iteration 30Q: 3 clusters Score -229186.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -229196.437500 Penalty: 754.325256
	Iteration 31Q: 3 clusters Score -229196.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -229207.265625 Penalty: 754.325256
	Iteration 32Q: 3 clusters Score -229207.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -229216.281250 Penalty: 754.325256
	Iteration 33Q: 3 clusters Score -229216.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -229220.953125 Penalty: 754.325256
	Iteration 34Q: 3 clusters Score -229221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -229226.406250 Penalty: 754.325256
	Iteration 35Q: 3 clusters Score -229226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -229231.062500 Penalty: 754.325256
	Iteration 36Q: 3 clusters Score -229231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -229238.984375 Penalty: 754.325256
	Iteration 37Q: 3 clusters Score -229239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -229248.453125 Penalty: 754.325256
	Iteration 38Q: 3 clusters Score -229248.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -229256.671875 Penalty: 754.325256
	Iteration 39Q: 3 clusters Score -229256.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -229259.890625 Penalty: 754.325256
	Iteration 40F: 3 clusters Score -229259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -229266.218750 Penalty: 754.325256
	Iteration 41Q: 3 clusters Score -229266.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -229273.125000 Penalty: 754.325256
	Iteration 42Q: 3 clusters Score -229273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -229279.937500 Penalty: 754.325256
	Iteration 43Q: 3 clusters Score -229279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -229284.859375 Penalty: 754.325256
	Iteration 44Q: 3 clusters Score -229284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -229288.343750 Penalty: 754.325256
	Iteration 45Q: 3 clusters Score -229288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -229292.140625 Penalty: 754.325256
	Iteration 46Q: 3 clusters Score -229292.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -229295.125000 Penalty: 754.325256
	Iteration 47Q: 3 clusters Score -229295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -229299.062500 Penalty: 754.325256
	Iteration 48Q: 3 clusters Score -229299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -229302.687500 Penalty: 754.325256
	Iteration 49Q: 3 clusters Score -229302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -229305.796875 Penalty: 754.325256
	Iteration 50Q: 3 clusters Score -229305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -229308.343750 Penalty: 754.325256
	Iteration 51Q: 3 clusters Score -229308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -229311.812500 Penalty: 754.325256
	Iteration 52Q: 3 clusters Score -229311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -229314.593750 Penalty: 754.325256
	Iteration 53Q: 3 clusters Score -229314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -229317.562500 Penalty: 754.325256
	Iteration 54Q: 3 clusters Score -229317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -229320.593750 Penalty: 754.325256
	Iteration 55Q: 3 clusters Score -229320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -229323.765625 Penalty: 754.325256
	Iteration 56Q: 3 clusters Score -229323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -229328.703125 Penalty: 754.325256
	Iteration 57Q: 3 clusters Score -229328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -229332.437500 Penalty: 754.325256
	Iteration 58Q: 3 clusters Score -229332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -229334.109375 Penalty: 754.325256
	Iteration 59Q: 3 clusters Score -229334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -229335.562500 Penalty: 754.325256
	Iteration 60F: 3 clusters Score -229335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -229337.281250 Penalty: 754.325256
	Iteration 61Q: 3 clusters Score -229337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -229343.906250 Penalty: 754.325256
	Iteration 62Q: 3 clusters Score -229343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -229346.312500 Penalty: 754.325256
	Iteration 63Q: 3 clusters Score -229346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -229349.437500 Penalty: 754.325256
	Iteration 64Q: 3 clusters Score -229349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -229350.437500 Penalty: 754.325256
	Iteration 65Q: 3 clusters Score -229350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -229351.875000 Penalty: 754.325256
	Iteration 66Q: 3 clusters Score -229351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -229352.781250 Penalty: 754.325256
	Iteration 67Q: 3 clusters Score -229352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -229353.531250 Penalty: 754.325256
	Iteration 68Q: 3 clusters Score -229353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -229353.718750 Penalty: 754.325256
	Iteration 69Q: 3 clusters Score -229353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -229353.718750 Penalty: 754.325256
	Iteration 70F: 3 clusters Score -229353.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Entering Unmasked Estep 
Score: -2379385.000000 Penalty: 480.272919
	Iteration 0F: 2 clusters Score -2379385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2353535.500000 Penalty: 960.545837
	Iteration 0F: 3 clusters Score -2353536 nChanged 18545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2364609.250000 Penalty: 960.545837
	Iteration 1F: 3 clusters Score -2364609 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2365246.750000 Penalty: 960.545837
	Iteration 2Q: 3 clusters Score -2365247 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2366336.250000 Penalty: 960.545837
	Iteration 3F: 3 clusters Score -2366336 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2368037.000000 Penalty: 960.545837
	Iteration 4F: 3 clusters Score -2368037 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2370296.250000 Penalty: 960.545837
	Iteration 5F: 3 clusters Score -2370296 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2372332.500000 Penalty: 960.545837
	Iteration 6F: 3 clusters Score -2372332 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2373438.250000 Penalty: 960.545837
	Iteration 7Q: 3 clusters Score -2373438 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2374025.750000 Penalty: 960.545837
	Iteration 8Q: 3 clusters Score -2374026 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2374422.250000 Penalty: 960.545837
	Iteration 9Q: 3 clusters Score -2374422 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2374808.500000 Penalty: 960.545837
	Iteration 10Q: 3 clusters Score -2374808 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2375204.000000 Penalty: 960.545837
	Iteration 11Q: 3 clusters Score -2375204 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2375589.750000 Penalty: 960.545837
	Iteration 12Q: 3 clusters Score -2375590 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2376013.000000 Penalty: 960.545837
	Iteration 13Q: 3 clusters Score -2376013 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2376474.500000 Penalty: 960.545837
	Iteration 14Q: 3 clusters Score -2376474 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2376866.750000 Penalty: 960.545837
	Iteration 15Q: 3 clusters Score -2376867 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2377235.250000 Penalty: 960.545837
	Iteration 16Q: 3 clusters Score -2377235 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2377601.250000 Penalty: 960.545837
	Iteration 17Q: 3 clusters Score -2377601 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2377908.500000 Penalty: 960.545837
	Iteration 18Q: 3 clusters Score -2377908 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2378208.000000 Penalty: 960.545837
	Iteration 19Q: 3 clusters Score -2378208 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2378446.250000 Penalty: 960.545837
	Iteration 20F: 3 clusters Score -2378446 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2378613.500000 Penalty: 960.545837
	Iteration 21Q: 3 clusters Score -2378614 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2378726.250000 Penalty: 960.545837
	Iteration 22Q: 3 clusters Score -2378726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2378816.000000 Penalty: 960.545837
	Iteration 23Q: 3 clusters Score -2378816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2378864.750000 Penalty: 960.545837
	Iteration 24Q: 3 clusters Score -2378865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2378903.250000 Penalty: 960.545837
	Iteration 25Q: 3 clusters Score -2378903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2378921.000000 Penalty: 960.545837
	Iteration 26Q: 3 clusters Score -2378921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2378932.750000 Penalty: 960.545837
	Iteration 27Q: 3 clusters Score -2378933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2378941.750000 Penalty: 960.545837
	Iteration 28Q: 3 clusters Score -2378942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2378954.250000 Penalty: 960.545837
	Iteration 29Q: 3 clusters Score -2378954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2378967.250000 Penalty: 960.545837
	Iteration 30Q: 3 clusters Score -2378967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2378970.750000 Penalty: 960.545837
	Iteration 31Q: 3 clusters Score -2378971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2378974.750000 Penalty: 960.545837
	Iteration 32Q: 3 clusters Score -2378975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2378981.500000 Penalty: 960.545837
	Iteration 33Q: 3 clusters Score -2378982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2378986.500000 Penalty: 960.545837
	Iteration 34Q: 3 clusters Score -2378986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2378988.500000 Penalty: 960.545837
	Iteration 35Q: 3 clusters Score -2378988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2378995.000000 Penalty: 960.545837
	Iteration 36Q: 3 clusters Score -2378995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2378995.750000 Penalty: 960.545837
	Iteration 37Q: 3 clusters Score -2378996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2378996.750000 Penalty: 960.545837
	Iteration 38Q: 3 clusters Score -2378997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2378998.750000 Penalty: 960.545837
	Iteration 39Q: 3 clusters Score -2378999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2379002.250000 Penalty: 960.545837
	Iteration 40F: 3 clusters Score -2379002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2379001.250000 Penalty: 960.545837
	Iteration 41Q: 3 clusters Score -2379001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2379003.500000 Penalty: 960.545837
	Iteration 42Q: 3 clusters Score -2379004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2379003.500000 Penalty: 960.545837
	Iteration 43F: 3 clusters Score -2379004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11469.746094 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11469.75 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 104 members 
Entering Unmasked Estep 
Score: -11169.828125 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11169.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11231.836914 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11231.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11248.407227 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11248.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11254.576172 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -11254.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11264.523438 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -11264.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11272.878906 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -11272.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11278.805664 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -11278.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11282.180664 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -11282.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11285.029297 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -11285.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11285.029297 Penalty: 488.728058
	Iteration 9F: 3 clusters Score -11285.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2212.196289 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2212.196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2236.230225 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2236.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2265.753906 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2265.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2274.276123 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2274.276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2274.276123 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2274.276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Entering Unmasked Estep 
Score: -1925436.250000 Penalty: 475.429688
	Iteration 0F: 2 clusters Score -1925436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1902376.875000 Penalty: 950.859375
	Iteration 0F: 3 clusters Score -1902377 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1913020.000000 Penalty: 950.859375
	Iteration 1F: 3 clusters Score -1913020 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1914118.250000 Penalty: 950.859375
	Iteration 2F: 3 clusters Score -1914118 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1915778.250000 Penalty: 950.859375
	Iteration 3F: 3 clusters Score -1915778 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1917840.125000 Penalty: 950.859375
	Iteration 4F: 3 clusters Score -1917840 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1920189.000000 Penalty: 950.859375
	Iteration 5F: 3 clusters Score -1920189 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1922434.125000 Penalty: 950.859375
	Iteration 6F: 3 clusters Score -1922434 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1923949.875000 Penalty: 950.859375
	Iteration 7Q: 3 clusters Score -1923950 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1924640.875000 Penalty: 950.859375
	Iteration 8Q: 3 clusters Score -1924641 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1924880.750000 Penalty: 950.859375
	Iteration 9Q: 3 clusters Score -1924881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1924959.625000 Penalty: 950.859375
	Iteration 10Q: 3 clusters Score -1924960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1924990.500000 Penalty: 950.859375
	Iteration 11Q: 3 clusters Score -1924990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1925001.125000 Penalty: 950.859375
	Iteration 12Q: 3 clusters Score -1925001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1925012.625000 Penalty: 950.859375
	Iteration 13Q: 3 clusters Score -1925013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1925022.750000 Penalty: 950.859375
	Iteration 14Q: 3 clusters Score -1925023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1925026.125000 Penalty: 950.859375
	Iteration 15Q: 3 clusters Score -1925026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1925026.750000 Penalty: 950.859375
	Iteration 16Q: 3 clusters Score -1925027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1925026.375000 Penalty: 950.859375
	Iteration 17Q: 3 clusters Score -1925026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1925026.375000 Penalty: 950.859375
	Iteration 18F: 3 clusters Score -1925026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Entering Unmasked Estep 
Score: -500067.250000 Penalty: 412.165710
	Iteration 0F: 2 clusters Score -500067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -494272.687500 Penalty: 824.331421
	Iteration 0F: 3 clusters Score -494272.7 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -496504.187500 Penalty: 824.331421
	Iteration 1F: 3 clusters Score -496504.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -496733.781250 Penalty: 824.331421
	Iteration 2F: 3 clusters Score -496733.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -497050.062500 Penalty: 824.331421
	Iteration 3F: 3 clusters Score -497050.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -497478.031250 Penalty: 824.331421
	Iteration 4F: 3 clusters Score -497478 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -498000.750000 Penalty: 824.331421
	Iteration 5F: 3 clusters Score -498000.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -498584.062500 Penalty: 824.331421
	Iteration 6F: 3 clusters Score -498584.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -499014.781250 Penalty: 824.331421
	Iteration 7F: 3 clusters Score -499014.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -499254.500000 Penalty: 824.331421
	Iteration 8Q: 3 clusters Score -499254.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -499402.468750 Penalty: 824.331421
	Iteration 9Q: 3 clusters Score -499402.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -499490.687500 Penalty: 824.331421
	Iteration 10Q: 3 clusters Score -499490.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -499580.812500 Penalty: 824.331421
	Iteration 11Q: 3 clusters Score -499580.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -499659.031250 Penalty: 824.331421
	Iteration 12Q: 3 clusters Score -499659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -499705.843750 Penalty: 824.331421
	Iteration 13Q: 3 clusters Score -499705.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -499733.937500 Penalty: 824.331421
	Iteration 14Q: 3 clusters Score -499733.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -499755.187500 Penalty: 824.331421
	Iteration 15Q: 3 clusters Score -499755.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -499775.781250 Penalty: 824.331421
	Iteration 16Q: 3 clusters Score -499775.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -499800.218750 Penalty: 824.331421
	Iteration 17Q: 3 clusters Score -499800.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -499826.468750 Penalty: 824.331421
	Iteration 18Q: 3 clusters Score -499826.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -499853.812500 Penalty: 824.331421
	Iteration 19Q: 3 clusters Score -499853.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -499876.343750 Penalty: 824.331421
	Iteration 20F: 3 clusters Score -499876.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -499894.031250 Penalty: 824.331421
	Iteration 21Q: 3 clusters Score -499894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -499911.156250 Penalty: 824.331421
	Iteration 22Q: 3 clusters Score -499911.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -499925.187500 Penalty: 824.331421
	Iteration 23Q: 3 clusters Score -499925.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -499936.281250 Penalty: 824.331421
	Iteration 24Q: 3 clusters Score -499936.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -499940.281250 Penalty: 824.331421
	Iteration 25Q: 3 clusters Score -499940.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -499943.687500 Penalty: 824.331421
	Iteration 26Q: 3 clusters Score -499943.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -499945.718750 Penalty: 824.331421
	Iteration 27Q: 3 clusters Score -499945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -499949.812500 Penalty: 824.331421
	Iteration 28Q: 3 clusters Score -499949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -499950.875000 Penalty: 824.331421
	Iteration 29Q: 3 clusters Score -499950.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -499953.625000 Penalty: 824.331421
	Iteration 30Q: 3 clusters Score -499953.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -499956.343750 Penalty: 824.331421
	Iteration 31Q: 3 clusters Score -499956.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -499958.062500 Penalty: 824.331421
	Iteration 32Q: 3 clusters Score -499958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -499960.656250 Penalty: 824.331421
	Iteration 33Q: 3 clusters Score -499960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -499961.843750 Penalty: 824.331421
	Iteration 34Q: 3 clusters Score -499961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -499961.687500 Penalty: 824.331421
	Iteration 35Q: 3 clusters Score -499961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -499963.593750 Penalty: 824.331421
	Iteration 36Q: 3 clusters Score -499963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -499964.531250 Penalty: 824.331421
	Iteration 37Q: 3 clusters Score -499964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -499965.531250 Penalty: 824.331421
	Iteration 38Q: 3 clusters Score -499965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -499965.781250 Penalty: 824.331421
	Iteration 39Q: 3 clusters Score -499965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -499966.968750 Penalty: 824.331421
	Iteration 40F: 3 clusters Score -499967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -499968.000000 Penalty: 824.331421
	Iteration 41Q: 3 clusters Score -499968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -499967.781250 Penalty: 824.331421
	Iteration 42Q: 3 clusters Score -499967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -499967.812500 Penalty: 824.331421
	Iteration 43Q: 3 clusters Score -499967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -499967.750000 Penalty: 824.331421
	Iteration 44Q: 3 clusters Score -499967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -499968.031250 Penalty: 824.331421
	Iteration 45Q: 3 clusters Score -499968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -499968.125000 Penalty: 824.331421
	Iteration 46Q: 3 clusters Score -499968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -499968.125000 Penalty: 824.331421
	Iteration 47F: 3 clusters Score -499968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -11183.040039 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -11183.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10878.386719 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -10878.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10937.784180 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -10937.78 nChanged 12
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: -10952.452148 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -10952.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10958.870117 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -10958.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10974.383789 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -10974.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10995.166992 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -10995.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11007.014648 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -11007.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11020.586914 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -11020.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11030.265625 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -11030.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11041.377930 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -11041.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11050.107422 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -11050.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11057.946289 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -11057.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11057.946289 Penalty: 489.150330
	Iteration 12F: 3 clusters Score -11057.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -319610.937500 Penalty: 394.660400
	Iteration 0F: 2 clusters Score -319610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -315706.625000 Penalty: 789.320801
	Iteration 0F: 3 clusters Score -315706.6 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -317489.375000 Penalty: 789.320801
	Iteration 1F: 3 clusters Score -317489.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -317766.781250 Penalty: 789.320801
	Iteration 2F: 3 clusters Score -317766.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -318098.187500 Penalty: 789.320801
	Iteration 3F: 3 clusters Score -318098.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -318420.343750 Penalty: 789.320801
	Iteration 4F: 3 clusters Score -318420.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -318667.531250 Penalty: 789.320801
	Iteration 5Q: 3 clusters Score -318667.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -318813.562500 Penalty: 789.320801
	Iteration 6Q: 3 clusters Score -318813.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -318913.218750 Penalty: 789.320801
	Iteration 7Q: 3 clusters Score -318913.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -318969.375000 Penalty: 789.320801
	Iteration 8Q: 3 clusters Score -318969.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -319011.343750 Penalty: 789.320801
	Iteration 9Q: 3 clusters Score -319011.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -319048.562500 Penalty: 789.320801
	Iteration 10Q: 3 clusters Score -319048.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -319081.281250 Penalty: 789.320801
	Iteration 11Q: 3 clusters Score -319081.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -319111.937500 Penalty: 789.320801
	Iteration 12Q: 3 clusters Score -319111.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -319136.718750 Penalty: 789.320801
	Iteration 13Q: 3 clusters Score -319136.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -319155.250000 Penalty: 789.320801
	Iteration 14Q: 3 clusters Score -319155.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -319166.375000 Penalty: 789.320801
	Iteration 15Q: 3 clusters Score -319166.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -319173.031250 Penalty: 789.320801
	Iteration 16Q: 3 clusters Score -319173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -319181.281250 Penalty: 789.320801
	Iteration 17Q: 3 clusters Score -319181.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -319190.187500 Penalty: 789.320801
	Iteration 18Q: 3 clusters Score -319190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -319198.312500 Penalty: 789.320801
	Iteration 19Q: 3 clusters Score -319198.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -319206.093750 Penalty: 789.320801
	Iteration 20F: 3 clusters Score -319206.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -319210.750000 Penalty: 789.320801
	Iteration 21Q: 3 clusters Score -319210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -319219.312500 Penalty: 789.320801
	Iteration 22Q: 3 clusters Score -319219.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -319233.125000 Penalty: 789.320801
	Iteration 23Q: 3 clusters Score -319233.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -319245.375000 Penalty: 789.320801
	Iteration 24Q: 3 clusters Score -319245.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -319261.000000 Penalty: 789.320801
	Iteration 25Q: 3 clusters Score -319261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -319268.593750 Penalty: 789.320801
	Iteration 26Q: 3 clusters Score -319268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -319271.156250 Penalty: 789.320801
	Iteration 27Q: 3 clusters Score -319271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -319274.281250 Penalty: 789.320801
	Iteration 28Q: 3 clusters Score -319274.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -319278.468750 Penalty: 789.320801
	Iteration 29Q: 3 clusters Score -319278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -319283.093750 Penalty: 789.320801
	Iteration 30Q: 3 clusters Score -319283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -319285.218750 Penalty: 789.320801
	Iteration 31Q: 3 clusters Score -319285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -319288.968750 Penalty: 789.320801
	Iteration 32Q: 3 clusters Score -319289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -319290.687500 Penalty: 789.320801
	Iteration 33Q: 3 clusters Score -319290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -319290.687500 Penalty: 789.320801
	Iteration 34F: 3 clusters Score -319290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -182052.328125 Penalty: 370.569702
	Iteration 0F: 2 clusters Score -182052.3 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 1737 members 
Entering Unmasked Estep 
Score: -179700.500000 Penalty: 741.139404
	Iteration 0F: 3 clusters Score -179700.5 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -180530.906250 Penalty: 741.139404
	Iteration 1F: 3 clusters Score -180530.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -180650.265625 Penalty: 741.139404
	Iteration 2F: 3 clusters Score -180650.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -180743.828125 Penalty: 741.139404
	Iteration 3F: 3 clusters Score -180743.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -180850.218750 Penalty: 741.139404
	Iteration 4F: 3 clusters Score -180850.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -180945.671875 Penalty: 741.139404
	Iteration 5F: 3 clusters Score -180945.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -181045.000000 Penalty: 741.139404
	Iteration 6Q: 3 clusters Score -181045 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -181159.546875 Penalty: 741.139404
	Iteration 7F: 3 clusters Score -181159.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -181278.343750 Penalty: 741.139404
	Iteration 8Q: 3 clusters Score -181278.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -181417.234375 Penalty: 741.139404
	Iteration 9Q: 3 clusters Score -181417.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -181551.562500 Penalty: 741.139404
	Iteration 10Q: 3 clusters Score -181551.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -181652.734375 Penalty: 741.139404
	Iteration 11Q: 3 clusters Score -181652.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -181722.250000 Penalty: 741.139404
	Iteration 12Q: 3 clusters Score -181722.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -181777.109375 Penalty: 741.139404
	Iteration 13Q: 3 clusters Score -181777.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -181814.359375 Penalty: 741.139404
	Iteration 14Q: 3 clusters Score -181814.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -181834.000000 Penalty: 741.139404
	Iteration 15Q: 3 clusters Score -181834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -181849.250000 Penalty: 741.139404
	Iteration 16Q: 3 clusters Score -181849.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -181857.875000 Penalty: 741.139404
	Iteration 17Q: 3 clusters Score -181857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -181863.187500 Penalty: 741.139404
	Iteration 18Q: 3 clusters Score -181863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -181869.078125 Penalty: 741.139404
	Iteration 19Q: 3 clusters Score -181869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -181871.453125 Penalty: 741.139404
	Iteration 20F: 3 clusters Score -181871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -181872.984375 Penalty: 741.139404
	Iteration 21Q: 3 clusters Score -181873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -181873.765625 Penalty: 741.139404
	Iteration 22Q: 3 clusters Score -181873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -181874.796875 Penalty: 741.139404
	Iteration 23Q: 3 clusters Score -181874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -181875.015625 Penalty: 741.139404
	Iteration 24Q: 3 clusters Score -181875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -181875.015625 Penalty: 741.139404
	Iteration 25F: 3 clusters Score -181875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -66094.492188 Penalty: 323.201141
	Iteration 0F: 2 clusters Score -66094.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -65185.460938 Penalty: 646.402283
	Iteration 0F: 3 clusters Score -65185.46 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -65479.632812 Penalty: 646.402283
	Iteration 1F: 3 clusters Score -65479.63 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -65552.929688 Penalty: 646.402283
	Iteration 2F: 3 clusters Score -65552.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65610.187500 Penalty: 646.402283
	Iteration 3F: 3 clusters Score -65610.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65643.867188 Penalty: 646.402283
	Iteration 4F: 3 clusters Score -65643.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65677.804688 Penalty: 646.402283
	Iteration 5Q: 3 clusters Score -65677.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65713.148438 Penalty: 646.402283
	Iteration 6Q: 3 clusters Score -65713.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65747.937500 Penalty: 646.402283
	Iteration 7Q: 3 clusters Score -65747.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65781.734375 Penalty: 646.402283
	Iteration 8Q: 3 clusters Score -65781.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65804.109375 Penalty: 646.402283
	Iteration 9Q: 3 clusters Score -65804.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65818.835938 Penalty: 646.402283
	Iteration 10Q: 3 clusters Score -65818.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65829.226562 Penalty: 646.402283
	Iteration 11Q: 3 clusters Score -65829.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65837.054688 Penalty: 646.402283
	Iteration 12Q: 3 clusters Score -65837.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65840.828125 Penalty: 646.402283
	Iteration 13Q: 3 clusters Score -65840.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65843.218750 Penalty: 646.402283
	Iteration 14Q: 3 clusters Score -65843.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65846.500000 Penalty: 646.402283
	Iteration 15Q: 3 clusters Score -65846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65849.515625 Penalty: 646.402283
	Iteration 16Q: 3 clusters Score -65849.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65851.226562 Penalty: 646.402283
	Iteration 17Q: 3 clusters Score -65851.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65852.359375 Penalty: 646.402283
	Iteration 18Q: 3 clusters Score -65852.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65853.648438 Penalty: 646.402283
	Iteration 19Q: 3 clusters Score -65853.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -65854.562500 Penalty: 646.402283
	Iteration 20F: 3 clusters Score -65854.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65855.703125 Penalty: 646.402283
	Iteration 21Q: 3 clusters Score -65855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65856.281250 Penalty: 646.402283
	Iteration 22Q: 3 clusters Score -65856.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65856.343750 Penalty: 646.402283
	Iteration 23Q: 3 clusters Score -65856.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65856.343750 Penalty: 646.402283
	Iteration 24F: 3 clusters Score -65856.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2629.621094 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2629.621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2481.471191 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2481.471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2500.974121 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2500.974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2501.764404 Penalty: 354.155670
	Iteration 2Q: 3 clusters Score -2501.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2501.764404 Penalty: 354.155670
	Iteration 3F: 3 clusters Score -2501.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7348.515137 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7348.515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7417.176270 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7417.176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7433.439453 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7433.439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7444.309082 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7444.309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7451.497070 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7451.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7452.520508 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7452.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7452.520508 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -7452.521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -35914.078125 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -35914.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35333.484375 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -35333.48 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35494.238281 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -35494.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35536.339844 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -35536.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35566.433594 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -35566.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35578.066406 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -35578.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35588.261719 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -35588.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35597.378906 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -35597.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35609.582031 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -35609.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35621.855469 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -35621.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35631.390625 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -35631.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35640.835938 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -35640.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35647.703125 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -35647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35649.496094 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -35649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35650.656250 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -35650.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35652.117188 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -35652.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35654.167969 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -35654.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35658.546875 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -35658.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35660.460938 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -35660.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35664.253906 Penalty: 587.851318
	Iteration 18Q: 3 clusters Score -35664.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35670.351562 Penalty: 587.851318
	Iteration 19Q: 3 clusters Score -35670.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35691.082031 Penalty: 587.851318
	Iteration 20F: 3 clusters Score -35691.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35718.300781 Penalty: 587.851318
	Iteration 21Q: 3 clusters Score -35718.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35738.687500 Penalty: 587.851318
	Iteration 22Q: 3 clusters Score -35738.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35754.742188 Penalty: 587.851318
	Iteration 23Q: 3 clusters Score -35754.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35762.417969 Penalty: 587.851318
	Iteration 24Q: 3 clusters Score -35762.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35771.601562 Penalty: 587.851318
	Iteration 25Q: 3 clusters Score -35771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35773.027344 Penalty: 587.851318
	Iteration 26Q: 3 clusters Score -35773.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35773.316406 Penalty: 587.851318
	Iteration 27Q: 3 clusters Score -35773.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35773.316406 Penalty: 587.851318
	Iteration 28F: 3 clusters Score -35773.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (92921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Entering Unmasked Estep 
Score: -5582679.000000 Penalty: 520.497437
	Iteration 0F: 2 clusters Score -5582679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -5520517.500000 Penalty: 1040.994873
	Iteration 0F: 3 clusters Score -5520518 nChanged 45371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -5548673.500000 Penalty: 1040.994873
	Iteration 1F: 3 clusters Score -5548674 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5551210.000000 Penalty: 1040.994873
	Iteration 2F: 3 clusters Score -5551210 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -5555632.500000 Penalty: 1040.994873
	Iteration 3F: 3 clusters Score -5555632 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5562363.500000 Penalty: 1040.994873
	Iteration 4F: 3 clusters Score -5562364 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5570344.500000 Penalty: 1040.994873
	Iteration 5F: 3 clusters Score -5570344 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5576563.500000 Penalty: 1040.994873
	Iteration 6F: 3 clusters Score -5576564 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5579871.500000 Penalty: 1040.994873
	Iteration 7Q: 3 clusters Score -5579872 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5581269.000000 Penalty: 1040.994873
	Iteration 8Q: 3 clusters Score -5581269 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5581749.000000 Penalty: 1040.994873
	Iteration 9Q: 3 clusters Score -5581749 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5582005.000000 Penalty: 1040.994873
	Iteration 10Q: 3 clusters Score -5582005 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5582119.500000 Penalty: 1040.994873
	Iteration 11Q: 3 clusters Score -5582120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5582161.000000 Penalty: 1040.994873
	Iteration 12Q: 3 clusters Score -5582161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5582190.500000 Penalty: 1040.994873
	Iteration 13Q: 3 clusters Score -5582190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5582194.500000 Penalty: 1040.994873
	Iteration 14Q: 3 clusters Score -5582194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5582201.000000 Penalty: 1040.994873
	Iteration 15Q: 3 clusters Score -5582201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5582213.500000 Penalty: 1040.994873
	Iteration 16Q: 3 clusters Score -5582214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5582228.000000 Penalty: 1040.994873
	Iteration 17Q: 3 clusters Score -5582228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5582233.500000 Penalty: 1040.994873
	Iteration 18Q: 3 clusters Score -5582234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5582233.500000 Penalty: 1040.994873
	Iteration 19F: 3 clusters Score -5582234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12663.327148 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12663.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12348.506836 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -12348.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12432.949219 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -12432.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12457.875000 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -12457.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12473.971680 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -12473.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12524.649414 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -12524.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12554.138672 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -12554.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12578.828125 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -12578.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12611.643555 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -12611.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12626.028320 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -12626.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12631.729492 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -12631.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12631.729492 Penalty: 506.719360
	Iteration 10F: 3 clusters Score -12631.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7137.883301 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7137.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6896.864746 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -6896.865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6958.946289 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -6958.946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6988.375488 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -6988.375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6999.926270 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -6999.926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7010.002930 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -7010.003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7018.029785 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7018.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7031.977051 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -7031.977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7035.069824 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -7035.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7036.944336 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -7036.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7037.993164 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -7037.993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7040.707520 Penalty: 457.173126
	Iteration 10Q: 3 clusters Score -7040.708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7045.373047 Penalty: 457.173126
	Iteration 11Q: 3 clusters Score -7045.373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7047.020020 Penalty: 457.173126
	Iteration 12Q: 3 clusters Score -7047.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7047.020020 Penalty: 457.173126
	Iteration 13F: 3 clusters Score -7047.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -87335.679688 Penalty: 330.193634
	Iteration 0F: 2 clusters Score -87335.68 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 711 members 
Entering Unmasked Estep 
Score: -86262.390625 Penalty: 660.387268
	Iteration 0F: 3 clusters Score -86262.39 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -86567.687500 Penalty: 660.387268
	Iteration 1F: 3 clusters Score -86567.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -86610.257812 Penalty: 660.387268
	Iteration 2F: 3 clusters Score -86610.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -86645.953125 Penalty: 660.387268
	Iteration 3Q: 3 clusters Score -86645.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86674.648438 Penalty: 660.387268
	Iteration 4Q: 3 clusters Score -86674.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86704.710938 Penalty: 660.387268
	Iteration 5Q: 3 clusters Score -86704.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86738.703125 Penalty: 660.387268
	Iteration 6Q: 3 clusters Score -86738.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86773.500000 Penalty: 660.387268
	Iteration 7Q: 3 clusters Score -86773.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86803.804688 Penalty: 660.387268
	Iteration 8Q: 3 clusters Score -86803.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86827.656250 Penalty: 660.387268
	Iteration 9Q: 3 clusters Score -86827.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86843.585938 Penalty: 660.387268
	Iteration 10Q: 3 clusters Score -86843.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86857.617188 Penalty: 660.387268
	Iteration 11Q: 3 clusters Score -86857.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86869.804688 Penalty: 660.387268
	Iteration 12Q: 3 clusters Score -86869.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86881.242188 Penalty: 660.387268
	Iteration 13Q: 3 clusters Score -86881.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86891.257812 Penalty: 660.387268
	Iteration 14Q: 3 clusters Score -86891.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86902.226562 Penalty: 660.387268
	Iteration 15Q: 3 clusters Score -86902.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86916.593750 Penalty: 660.387268
	Iteration 16Q: 3 clusters Score -86916.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86928.523438 Penalty: 660.387268
	Iteration 17Q: 3 clusters Score -86928.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -86939.039062 Penalty: 660.387268
	Iteration 18Q: 3 clusters Score -86939.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -86946.679688 Penalty: 660.387268
	Iteration 19Q: 3 clusters Score -86946.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -86962.312500 Penalty: 660.387268
	Iteration 20F: 3 clusters Score -86962.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -86971.031250 Penalty: 660.387268
	Iteration 21Q: 3 clusters Score -86971.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86975.976562 Penalty: 660.387268
	Iteration 22Q: 3 clusters Score -86975.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -86980.023438 Penalty: 660.387268
	Iteration 23Q: 3 clusters Score -86980.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -86986.757812 Penalty: 660.387268
	Iteration 24Q: 3 clusters Score -86986.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -86995.945312 Penalty: 660.387268
	Iteration 25Q: 3 clusters Score -86995.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -87007.546875 Penalty: 660.387268
	Iteration 26Q: 3 clusters Score -87007.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -87011.000000 Penalty: 660.387268
	Iteration 27Q: 3 clusters Score -87011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -87014.453125 Penalty: 660.387268
	Iteration 28Q: 3 clusters Score -87014.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -87018.289062 Penalty: 660.387268
	Iteration 29Q: 3 clusters Score -87018.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -87020.796875 Penalty: 660.387268
	Iteration 30Q: 3 clusters Score -87020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -87021.585938 Penalty: 660.387268
	Iteration 31Q: 3 clusters Score -87021.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -87022.187500 Penalty: 660.387268
	Iteration 32Q: 3 clusters Score -87022.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -87022.828125 Penalty: 660.387268
	Iteration 33Q: 3 clusters Score -87022.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -87023.039062 Penalty: 660.387268
	Iteration 34Q: 3 clusters Score -87023.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -87024.015625 Penalty: 660.387268
	Iteration 35Q: 3 clusters Score -87024.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -87024.796875 Penalty: 660.387268
	Iteration 36Q: 3 clusters Score -87024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -87027.796875 Penalty: 660.387268
	Iteration 37Q: 3 clusters Score -87027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -87028.632812 Penalty: 660.387268
	Iteration 38Q: 3 clusters Score -87028.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -87029.218750 Penalty: 660.387268
	Iteration 39Q: 3 clusters Score -87029.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -87030.437500 Penalty: 660.387268
	Iteration 40F: 3 clusters Score -87030.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -87032.593750 Penalty: 660.387268
	Iteration 41Q: 3 clusters Score -87032.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -87036.609375 Penalty: 660.387268
	Iteration 42Q: 3 clusters Score -87036.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -87042.250000 Penalty: 660.387268
	Iteration 43Q: 3 clusters Score -87042.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -87042.859375 Penalty: 660.387268
	Iteration 44Q: 3 clusters Score -87042.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -87042.859375 Penalty: 660.387268
	Iteration 45F: 3 clusters Score -87042.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -23644.550781 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -23644.55 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 205 members 
Entering Unmasked Estep 
Score: -23214.785156 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -23214.79 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23290.345703 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -23290.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23305.062500 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -23305.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23328.007812 Penalty: 544.078613
	Iteration 3Q: 3 clusters Score -23328.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23352.208984 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -23352.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23374.863281 Penalty: 544.078613
	Iteration 5F: 3 clusters Score -23374.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23389.324219 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -23389.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23397.488281 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -23397.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23400.392578 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -23400.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23404.693359 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -23404.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23406.503906 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -23406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23408.597656 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -23408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23408.857422 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -23408.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23409.191406 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -23409.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23410.187500 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -23410.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23410.902344 Penalty: 544.078613
	Iteration 15Q: 3 clusters Score -23410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23410.902344 Penalty: 544.078613
	Iteration 16F: 3 clusters Score -23410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -75510.437500 Penalty: 330.957275
	Iteration 0F: 2 clusters Score -75510.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -74436.203125 Penalty: 661.914551
	Iteration 0F: 3 clusters Score -74436.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -74801.203125 Penalty: 661.914551
	Iteration 1F: 3 clusters Score -74801.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74878.953125 Penalty: 661.914551
	Iteration 2F: 3 clusters Score -74878.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74950.226562 Penalty: 661.914551
	Iteration 3F: 3 clusters Score -74950.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -75007.539062 Penalty: 661.914551
	Iteration 4Q: 3 clusters Score -75007.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75071.101562 Penalty: 661.914551
	Iteration 5Q: 3 clusters Score -75071.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75124.265625 Penalty: 661.914551
	Iteration 6Q: 3 clusters Score -75124.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75189.750000 Penalty: 661.914551
	Iteration 7Q: 3 clusters Score -75189.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75230.656250 Penalty: 661.914551
	Iteration 8Q: 3 clusters Score -75230.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75257.734375 Penalty: 661.914551
	Iteration 9Q: 3 clusters Score -75257.73 nChanged 41
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: -75279.046875 Penalty: 661.914551
	Iteration 10Q: 3 clusters Score -75279.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -75295.625000 Penalty: 661.914551
	Iteration 11Q: 3 clusters Score -75295.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -75320.070312 Penalty: 661.914551
	Iteration 12Q: 3 clusters Score -75320.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -75339.796875 Penalty: 661.914551
	Iteration 13Q: 3 clusters Score -75339.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -75358.679688 Penalty: 661.914551
	Iteration 14Q: 3 clusters Score -75358.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -75368.765625 Penalty: 661.914551
	Iteration 15Q: 3 clusters Score -75368.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -75373.546875 Penalty: 661.914551
	Iteration 16Q: 3 clusters Score -75373.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75377.882812 Penalty: 661.914551
	Iteration 17Q: 3 clusters Score -75377.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -75380.796875 Penalty: 661.914551
	Iteration 18Q: 3 clusters Score -75380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -75383.078125 Penalty: 661.914551
	Iteration 19Q: 3 clusters Score -75383.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -75388.406250 Penalty: 661.914551
	Iteration 20F: 3 clusters Score -75388.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75395.984375 Penalty: 661.914551
	Iteration 21Q: 3 clusters Score -75395.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -75400.437500 Penalty: 661.914551
	Iteration 22Q: 3 clusters Score -75400.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -75405.617188 Penalty: 661.914551
	Iteration 23Q: 3 clusters Score -75405.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -75410.312500 Penalty: 661.914551
	Iteration 24Q: 3 clusters Score -75410.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -75414.843750 Penalty: 661.914551
	Iteration 25Q: 3 clusters Score -75414.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -75418.437500 Penalty: 661.914551
	Iteration 26Q: 3 clusters Score -75418.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -75419.750000 Penalty: 661.914551
	Iteration 27Q: 3 clusters Score -75419.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -75421.664062 Penalty: 661.914551
	Iteration 28Q: 3 clusters Score -75421.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -75424.343750 Penalty: 661.914551
	Iteration 29Q: 3 clusters Score -75424.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -75426.007812 Penalty: 661.914551
	Iteration 30Q: 3 clusters Score -75426.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -75426.695312 Penalty: 661.914551
	Iteration 31Q: 3 clusters Score -75426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -75427.546875 Penalty: 661.914551
	Iteration 32Q: 3 clusters Score -75427.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75428.085938 Penalty: 661.914551
	Iteration 33Q: 3 clusters Score -75428.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -75428.117188 Penalty: 661.914551
	Iteration 34Q: 3 clusters Score -75428.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -75428.359375 Penalty: 661.914551
	Iteration 35Q: 3 clusters Score -75428.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -75428.359375 Penalty: 661.914551
	Iteration 36F: 3 clusters Score -75428.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 195272 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 38386 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34510 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92921 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074384.000000 Penalty: 17048.580078
Iteration 359Q: 30 clusters Score -2.307438e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 195289 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38417 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34508 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92886 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074364.000000 Penalty: 17048.580078
Iteration 360F: 30 clusters Score -2.307436e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 195300 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2653 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38446 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34510 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92854 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074360.000000 Penalty: 17048.580078
Iteration 361Q: 30 clusters Score -2.307436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 195313 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38462 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34511 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92825 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074348.000000 Penalty: 17048.580078
Iteration 362Q: 30 clusters Score -2.307435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 195319 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38476 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34510 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92806 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074324.000000 Penalty: 17048.580078
Iteration 363Q: 30 clusters Score -2.307432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 195327 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38486 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34513 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92785 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074322.000000 Penalty: 17048.580078
Iteration 364Q: 30 clusters Score -2.307432e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 195332 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38497 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34514 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92771 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074306.000000 Penalty: 17048.580078
Iteration 365Q: 30 clusters Score -2.307431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 195333 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38505 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34515 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92762 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074318.000000 Penalty: 17048.580078
Iteration 366Q: 30 clusters Score -2.307432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 195335 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38513 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34517 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92752 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074310.000000 Penalty: 17048.580078
Iteration 367Q: 30 clusters Score -2.307431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 195331 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 38524 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34518 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92745 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074286.000000 Penalty: 17048.580078
Iteration 368Q: 30 clusters Score -2.307429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 195332 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 38539 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34517 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92734 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074294.000000 Penalty: 17048.580078
Iteration 369Q: 30 clusters Score -2.307429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 195338 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 38554 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34514 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92722 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074292.000000 Penalty: 17048.580078
Iteration 370Q: 30 clusters Score -2.307429e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 195344 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 38570 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34513 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92710 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074330.000000 Penalty: 17048.580078
Iteration 371Q: 30 clusters Score -2.307433e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 195351 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2646 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 38591 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34510 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92692 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074330.000000 Penalty: 17048.580078
Iteration 372Q: 30 clusters Score -2.307433e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5786 members 
Mstep: Class 6 contains 195341 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 38622 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34509 members 
Mstep: Class 16 contains 8585 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92677 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074350.000000 Penalty: 17048.580078
Iteration 373Q: 30 clusters Score -2.307435e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 195338 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 38649 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34508 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92660 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074352.000000 Penalty: 17048.580078
Iteration 374Q: 30 clusters Score -2.307435e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 195335 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 38675 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34506 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92646 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074348.000000 Penalty: 17048.580078
Iteration 375Q: 30 clusters Score -2.307435e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 195329 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 38707 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34506 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92631 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074348.000000 Penalty: 17048.580078
Iteration 376Q: 30 clusters Score -2.307435e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 195321 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 38739 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34508 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92617 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074322.000000 Penalty: 17048.580078
Iteration 377Q: 30 clusters Score -2.307432e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5763 members 
Mstep: Class 6 contains 195320 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 38771 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34502 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92604 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074352.000000 Penalty: 17048.580078
Iteration 378Q: 30 clusters Score -2.307435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 195323 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1608 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 38804 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34494 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92586 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074338.000000 Penalty: 17048.580078
Iteration 379Q: 30 clusters Score -2.307434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 195321 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 38836 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34494 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92566 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074318.000000 Penalty: 17048.580078
Iteration 380F: 30 clusters Score -2.307432e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 195322 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 38871 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34490 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92549 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074336.000000 Penalty: 17048.580078
Iteration 381Q: 30 clusters Score -2.307434e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 195327 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 38898 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34489 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92533 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074320.000000 Penalty: 17048.580078
Iteration 382Q: 30 clusters Score -2.307432e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 195320 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 38922 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34492 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92520 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074300.000000 Penalty: 17048.580078
Iteration 383Q: 30 clusters Score -2.30743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 195307 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 38943 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34494 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92511 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074304.000000 Penalty: 17048.580078
Iteration 384Q: 30 clusters Score -2.30743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 195302 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 38969 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34495 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92495 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074280.000000 Penalty: 17048.580078
Iteration 385Q: 30 clusters Score -2.307428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 195299 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 38989 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34498 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92482 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074292.000000 Penalty: 17048.580078
Iteration 386Q: 30 clusters Score -2.307429e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 195294 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39005 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34504 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92476 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074266.000000 Penalty: 17048.580078
Iteration 387Q: 30 clusters Score -2.307427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 195294 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39016 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34506 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92474 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074278.000000 Penalty: 17048.580078
Iteration 388Q: 30 clusters Score -2.307428e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 195301 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39027 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34505 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92468 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074296.000000 Penalty: 17048.580078
Iteration 389Q: 30 clusters Score -2.30743e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5726 members 
Mstep: Class 6 contains 195301 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 39043 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34503 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92458 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074278.000000 Penalty: 17048.580078
Iteration 390Q: 30 clusters Score -2.307428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5722 members 
Mstep: Class 6 contains 195303 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 39058 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34504 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92449 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074320.000000 Penalty: 17048.580078
Iteration 391Q: 30 clusters Score -2.307432e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 195298 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 39078 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34504 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92435 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074300.000000 Penalty: 17048.580078
Iteration 392Q: 30 clusters Score -2.30743e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195298 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 39095 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34504 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1222 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92424 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074310.000000 Penalty: 17048.580078
Iteration 393Q: 30 clusters Score -2.307431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195289 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 39114 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34505 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92415 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074322.000000 Penalty: 17048.580078
Iteration 394Q: 30 clusters Score -2.307432e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195271 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 39136 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34506 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92409 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074354.000000 Penalty: 17048.580078
Iteration 395Q: 30 clusters Score -2.307435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195255 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 39159 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34505 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92403 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074322.000000 Penalty: 17048.580078
Iteration 396Q: 30 clusters Score -2.307432e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195233 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39188 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34508 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92393 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074322.000000 Penalty: 17048.580078
Iteration 397Q: 30 clusters Score -2.307432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195216 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39222 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34507 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92377 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074292.000000 Penalty: 17048.580078
Iteration 398Q: 30 clusters Score -2.307429e+07 nChanged 58
Entering ConstructFrom: 
Score: -23074292.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -53523.542969 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -53523.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -52776.511719 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -52776.51 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53007.980469 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -53007.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53049.480469 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -53049.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -53078.281250 Penalty: 624.415771
	Iteration 3Q: 3 clusters Score -53078.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -53096.476562 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -53096.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53112.453125 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -53112.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53128.054688 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -53128.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -53143.039062 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -53143.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -53153.222656 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -53153.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53168.164062 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -53168.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53176.156250 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -53176.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53181.335938 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -53181.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53184.503906 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -53184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -53190.683594 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -53190.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -53198.757812 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -53198.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -53203.792969 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -53203.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -53207.949219 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -53207.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -53210.335938 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -53210.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -53210.937500 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -53210.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -53214.355469 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -53214.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -53219.421875 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -53219.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -53222.500000 Penalty: 624.415771
	Iteration 21Q: 3 clusters Score -53222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -53224.632812 Penalty: 624.415771
	Iteration 22Q: 3 clusters Score -53224.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -53225.519531 Penalty: 624.415771
	Iteration 23Q: 3 clusters Score -53225.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -53226.304688 Penalty: 624.415771
	Iteration 24Q: 3 clusters Score -53226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -53227.242188 Penalty: 624.415771
	Iteration 25Q: 3 clusters Score -53227.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -53227.601562 Penalty: 624.415771
	Iteration 26Q: 3 clusters Score -53227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -53227.601562 Penalty: 624.415771
	Iteration 27F: 3 clusters Score -53227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -66445.414062 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66445.41 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -66724.367188 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66724.37 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66795.757812 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66795.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -66846.765625 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -66846.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66873.796875 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66873.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66904.078125 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66904.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66933.515625 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66933.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66968.000000 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66993.476562 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66993.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67007.070312 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -67007.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67018.953125 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -67018.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67029.843750 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -67029.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67042.375000 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -67042.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67049.828125 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -67049.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67059.546875 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -67059.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67064.085938 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -67064.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67067.250000 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -67067.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67070.546875 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -67070.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67072.218750 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -67072.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67074.195312 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -67074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67075.312500 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -67075.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67077.304688 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -67077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67078.695312 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -67078.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67081.257812 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -67081.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67082.312500 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -67082.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67084.945312 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -67084.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67086.492188 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -67086.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -67089.656250 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -67089.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67093.132812 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -67093.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67097.257812 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -67097.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67100.750000 Penalty: 644.588318
	Iteration 30Q: 3 clusters Score -67100.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67102.101562 Penalty: 644.588318
	Iteration 31Q: 3 clusters Score -67102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -67103.304688 Penalty: 644.588318
	Iteration 32Q: 3 clusters Score -67103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -67103.304688 Penalty: 644.588318
	Iteration 33F: 3 clusters Score -67103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -7891.905273 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -7891.905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7650.454102 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7650.454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7726.042969 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7726.043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7775.640625 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7775.641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7785.039062 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -7785.039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7791.551758 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7791.552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7836.797852 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7836.798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7869.233398 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -7869.233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7909.663086 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -7909.663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7930.113281 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -7930.113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7936.562012 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -7936.562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7951.472656 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -7951.473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7952.286133 Penalty: 468.421997
	Iteration 11Q: 3 clusters Score -7952.286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7952.286133 Penalty: 468.421997
	Iteration 12F: 3 clusters Score -7952.286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 103 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195187 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39264 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34506 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5850 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92364 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 69 members 
Entering Unmasked Estep 
Score: -23074012.000000 Penalty: 17636.460938
Splitting cluster 3 changes total score from -23074292.000000 to -23074012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -82699.632812 Penalty: 331.770355
	Iteration 0F: 2 clusters Score -82699.63 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 713 members 
Entering Unmasked Estep 
Score: -81579.148438 Penalty: 663.540710
	Iteration 0F: 3 clusters Score -81579.15 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -81938.117188 Penalty: 663.540710
	Iteration 1F: 3 clusters Score -81938.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -81996.882812 Penalty: 663.540710
	Iteration 2F: 3 clusters Score -81996.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -82045.867188 Penalty: 663.540710
	Iteration 3Q: 3 clusters Score -82045.87 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -82077.632812 Penalty: 663.540710
	Iteration 4F: 3 clusters Score -82077.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -82096.250000 Penalty: 663.540710
	Iteration 5Q: 3 clusters Score -82096.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82108.234375 Penalty: 663.540710
	Iteration 6Q: 3 clusters Score -82108.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -82118.593750 Penalty: 663.540710
	Iteration 7Q: 3 clusters Score -82118.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82133.101562 Penalty: 663.540710
	Iteration 8Q: 3 clusters Score -82133.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82142.554688 Penalty: 663.540710
	Iteration 9Q: 3 clusters Score -82142.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82157.859375 Penalty: 663.540710
	Iteration 10Q: 3 clusters Score -82157.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82176.023438 Penalty: 663.540710
	Iteration 11Q: 3 clusters Score -82176.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82195.820312 Penalty: 663.540710
	Iteration 12Q: 3 clusters Score -82195.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82216.078125 Penalty: 663.540710
	Iteration 13Q: 3 clusters Score -82216.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82237.195312 Penalty: 663.540710
	Iteration 14Q: 3 clusters Score -82237.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82265.273438 Penalty: 663.540710
	Iteration 15Q: 3 clusters Score -82265.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82282.843750 Penalty: 663.540710
	Iteration 16Q: 3 clusters Score -82282.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82300.843750 Penalty: 663.540710
	Iteration 17Q: 3 clusters Score -82300.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82324.687500 Penalty: 663.540710
	Iteration 18Q: 3 clusters Score -82324.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82347.328125 Penalty: 663.540710
	Iteration 19Q: 3 clusters Score -82347.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82361.632812 Penalty: 663.540710
	Iteration 20F: 3 clusters Score -82361.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82383.039062 Penalty: 663.540710
	Iteration 21Q: 3 clusters Score -82383.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82396.835938 Penalty: 663.540710
	Iteration 22Q: 3 clusters Score -82396.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82410.250000 Penalty: 663.540710
	Iteration 23Q: 3 clusters Score -82410.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82419.601562 Penalty: 663.540710
	Iteration 24Q: 3 clusters Score -82419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -82426.726562 Penalty: 663.540710
	Iteration 25Q: 3 clusters Score -82426.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82437.171875 Penalty: 663.540710
	Iteration 26Q: 3 clusters Score -82437.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -82445.226562 Penalty: 663.540710
	Iteration 27Q: 3 clusters Score -82445.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82446.375000 Penalty: 663.540710
	Iteration 28Q: 3 clusters Score -82446.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -82448.976562 Penalty: 663.540710
	Iteration 29Q: 3 clusters Score -82448.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82451.523438 Penalty: 663.540710
	Iteration 30Q: 3 clusters Score -82451.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82451.617188 Penalty: 663.540710
	Iteration 31Q: 3 clusters Score -82451.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82451.953125 Penalty: 663.540710
	Iteration 32Q: 3 clusters Score -82451.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -82452.781250 Penalty: 663.540710
	Iteration 33Q: 3 clusters Score -82452.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -82453.226562 Penalty: 663.540710
	Iteration 34Q: 3 clusters Score -82453.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -82453.226562 Penalty: 663.540710
	Iteration 35F: 3 clusters Score -82453.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -332785.312500 Penalty: 393.653442
	Iteration 0F: 2 clusters Score -332785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -328970.125000 Penalty: 787.306885
	Iteration 0F: 3 clusters Score -328970.1 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -330376.593750 Penalty: 787.306885
	Iteration 1F: 3 clusters Score -330376.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -330519.187500 Penalty: 787.306885
	Iteration 2F: 3 clusters Score -330519.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -330660.593750 Penalty: 787.306885
	Iteration 3F: 3 clusters Score -330660.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -330836.750000 Penalty: 787.306885
	Iteration 4F: 3 clusters Score -330836.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -331066.812500 Penalty: 787.306885
	Iteration 5F: 3 clusters Score -331066.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -331388.562500 Penalty: 787.306885
	Iteration 6F: 3 clusters Score -331388.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -331763.406250 Penalty: 787.306885
	Iteration 7F: 3 clusters Score -331763.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -332071.000000 Penalty: 787.306885
	Iteration 8F: 3 clusters Score -332071 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -332251.968750 Penalty: 787.306885
	Iteration 9Q: 3 clusters Score -332252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -332347.187500 Penalty: 787.306885
	Iteration 10Q: 3 clusters Score -332347.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -332399.968750 Penalty: 787.306885
	Iteration 11Q: 3 clusters Score -332400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -332415.468750 Penalty: 787.306885
	Iteration 12Q: 3 clusters Score -332415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -332423.093750 Penalty: 787.306885
	Iteration 13Q: 3 clusters Score -332423.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -332431.468750 Penalty: 787.306885
	Iteration 14Q: 3 clusters Score -332431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -332441.468750 Penalty: 787.306885
	Iteration 15Q: 3 clusters Score -332441.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -332449.062500 Penalty: 787.306885
	Iteration 16Q: 3 clusters Score -332449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -332455.062500 Penalty: 787.306885
	Iteration 17Q: 3 clusters Score -332455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -332461.375000 Penalty: 787.306885
	Iteration 18Q: 3 clusters Score -332461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -332464.468750 Penalty: 787.306885
	Iteration 19Q: 3 clusters Score -332464.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -332464.812500 Penalty: 787.306885
	Iteration 20F: 3 clusters Score -332464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -332467.093750 Penalty: 787.306885
	Iteration 21Q: 3 clusters Score -332467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -332469.093750 Penalty: 787.306885
	Iteration 22Q: 3 clusters Score -332469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -332469.968750 Penalty: 787.306885
	Iteration 23Q: 3 clusters Score -332470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -332469.968750 Penalty: 787.306885
	Iteration 24F: 3 clusters Score -332470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195187 members 
Entering Unmasked Estep 
Score: -11364290.000000 Penalty: 554.267944
	Iteration 0F: 2 clusters Score -1.136429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -11240912.000000 Penalty: 1108.535889
	Iteration 0F: 3 clusters Score -1.124091e+07 nChanged 96030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -11302155.000000 Penalty: 1108.535889
	Iteration 1F: 3 clusters Score -1.130216e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -11305295.000000 Penalty: 1108.535889
	Iteration 2Q: 3 clusters Score -1.13053e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -11308815.000000 Penalty: 1108.535889
	Iteration 3Q: 3 clusters Score -1.130882e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -11312862.000000 Penalty: 1108.535889
	Iteration 4Q: 3 clusters Score -1.131286e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 107033 members 
Entering Unmasked Estep 
Score: -11317722.000000 Penalty: 1108.535889
	Iteration 5F: 3 clusters Score -1.131772e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -11323764.000000 Penalty: 1108.535889
	Iteration 6F: 3 clusters Score -1.132376e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -11330538.000000 Penalty: 1108.535889
	Iteration 7F: 3 clusters Score -1.133054e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -11336130.000000 Penalty: 1108.535889
	Iteration 8Q: 3 clusters Score -1.133613e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 115979 members 
Entering Unmasked Estep 
Score: -11338906.000000 Penalty: 1108.535889
	Iteration 9Q: 3 clusters Score -1.133891e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 118430 members 
Entering Unmasked Estep 
Score: -11339890.000000 Penalty: 1108.535889
	Iteration 10Q: 3 clusters Score -1.133989e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 121091 members 
Entering Unmasked Estep 
Score: -11340588.000000 Penalty: 1108.535889
	Iteration 11Q: 3 clusters Score -1.134059e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -11341318.000000 Penalty: 1108.535889
	Iteration 12Q: 3 clusters Score -1.134132e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -11341865.000000 Penalty: 1108.535889
	Iteration 13Q: 3 clusters Score -1.134186e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -11342432.000000 Penalty: 1108.535889
	Iteration 14Q: 3 clusters Score -1.134243e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 134335 members 
Entering Unmasked Estep 
Score: -11342915.000000 Penalty: 1108.535889
	Iteration 15Q: 3 clusters Score -1.134292e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 138087 members 
Entering Unmasked Estep 
Score: -11343401.000000 Penalty: 1108.535889
	Iteration 16Q: 3 clusters Score -1.13434e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -11343913.000000 Penalty: 1108.535889
	Iteration 17Q: 3 clusters Score -1.134391e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -11344280.000000 Penalty: 1108.535889
	Iteration 18Q: 3 clusters Score -1.134428e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -11344785.000000 Penalty: 1108.535889
	Iteration 19Q: 3 clusters Score -1.134478e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -11345209.000000 Penalty: 1108.535889
	Iteration 20F: 3 clusters Score -1.134521e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 154375 members 
Entering Unmasked Estep 
Score: -11345707.000000 Penalty: 1108.535889
	Iteration 21Q: 3 clusters Score -1.134571e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 156934 members 
Entering Unmasked Estep 
Score: -11346188.000000 Penalty: 1108.535889
	Iteration 22Q: 3 clusters Score -1.134619e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -11346429.000000 Penalty: 1108.535889
	Iteration 23Q: 3 clusters Score -1.134643e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -11346858.000000 Penalty: 1108.535889
	Iteration 24Q: 3 clusters Score -1.134686e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -11347466.000000 Penalty: 1108.535889
	Iteration 25Q: 3 clusters Score -1.134747e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 165223 members 
Entering Unmasked Estep 
Score: -11348010.000000 Penalty: 1108.535889
	Iteration 26Q: 3 clusters Score -1.134801e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 166904 members 
Entering Unmasked Estep 
Score: -11348610.000000 Penalty: 1108.535889
	Iteration 27Q: 3 clusters Score -1.134861e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 168512 members 
Entering Unmasked Estep 
Score: -11349111.000000 Penalty: 1108.535889
	Iteration 28Q: 3 clusters Score -1.134911e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -11349745.000000 Penalty: 1108.535889
	Iteration 29Q: 3 clusters Score -1.134974e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -11350324.000000 Penalty: 1108.535889
	Iteration 30Q: 3 clusters Score -1.135032e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 173013 members 
Entering Unmasked Estep 
Score: -11350892.000000 Penalty: 1108.535889
	Iteration 31Q: 3 clusters Score -1.135089e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 174436 members 
Entering Unmasked Estep 
Score: -11351504.000000 Penalty: 1108.535889
	Iteration 32Q: 3 clusters Score -1.13515e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 175803 members 
Entering Unmasked Estep 
Score: -11352037.000000 Penalty: 1108.535889
	Iteration 33Q: 3 clusters Score -1.135204e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -11352534.000000 Penalty: 1108.535889
	Iteration 34Q: 3 clusters Score -1.135253e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 178286 members 
Entering Unmasked Estep 
Score: -11353139.000000 Penalty: 1108.535889
	Iteration 35Q: 3 clusters Score -1.135314e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 179458 members 
Entering Unmasked Estep 
Score: -11353743.000000 Penalty: 1108.535889
	Iteration 36Q: 3 clusters Score -1.135374e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 180663 members 
Entering Unmasked Estep 
Score: -11354447.000000 Penalty: 1108.535889
	Iteration 37Q: 3 clusters Score -1.135445e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 181818 members 
Entering Unmasked Estep 
Score: -11355052.000000 Penalty: 1108.535889
	Iteration 38Q: 3 clusters Score -1.135505e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 182956 members 
Entering Unmasked Estep 
Score: -11355653.000000 Penalty: 1108.535889
	Iteration 39Q: 3 clusters Score -1.135565e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 184013 members 
Entering Unmasked Estep 
Score: -11356399.000000 Penalty: 1108.535889
	Iteration 40F: 3 clusters Score -1.13564e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 184990 members 
Entering Unmasked Estep 
Score: -11357092.000000 Penalty: 1108.535889
	Iteration 41Q: 3 clusters Score -1.135709e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 185943 members 
Entering Unmasked Estep 
Score: -11357750.000000 Penalty: 1108.535889
	Iteration 42Q: 3 clusters Score -1.135775e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 186850 members 
Entering Unmasked Estep 
Score: -11358372.000000 Penalty: 1108.535889
	Iteration 43Q: 3 clusters Score -1.135837e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 187636 members 
Entering Unmasked Estep 
Score: -11358848.000000 Penalty: 1108.535889
	Iteration 44Q: 3 clusters Score -1.135885e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 188298 members 
Entering Unmasked Estep 
Score: -11359318.000000 Penalty: 1108.535889
	Iteration 45Q: 3 clusters Score -1.135932e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 188889 members 
Entering Unmasked Estep 
Score: -11359634.000000 Penalty: 1108.535889
	Iteration 46Q: 3 clusters Score -1.135963e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 189447 members 
Entering Unmasked Estep 
Score: -11359988.000000 Penalty: 1108.535889
	Iteration 47Q: 3 clusters Score -1.135999e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 190007 members 
Entering Unmasked Estep 
Score: -11360440.000000 Penalty: 1108.535889
	Iteration 48Q: 3 clusters Score -1.136044e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 190526 members 
Entering Unmasked Estep 
Score: -11360762.000000 Penalty: 1108.535889
	Iteration 49Q: 3 clusters Score -1.136076e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 191038 members 
Entering Unmasked Estep 
Score: -11360995.000000 Penalty: 1108.535889
	Iteration 50Q: 3 clusters Score -1.1361e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 191494 members 
Entering Unmasked Estep 
Score: -11361334.000000 Penalty: 1108.535889
	Iteration 51Q: 3 clusters Score -1.136133e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 191908 members 
Entering Unmasked Estep 
Score: -11361594.000000 Penalty: 1108.535889
	Iteration 52Q: 3 clusters Score -1.136159e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 192288 members 
Entering Unmasked Estep 
Score: -11361814.000000 Penalty: 1108.535889
	Iteration 53Q: 3 clusters Score -1.136181e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 192623 members 
Entering Unmasked Estep 
Score: -11362090.000000 Penalty: 1108.535889
	Iteration 54Q: 3 clusters Score -1.136209e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 192911 members 
Entering Unmasked Estep 
Score: -11362316.000000 Penalty: 1108.535889
	Iteration 55Q: 3 clusters Score -1.136232e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 193159 members 
Entering Unmasked Estep 
Score: -11362515.000000 Penalty: 1108.535889
	Iteration 56Q: 3 clusters Score -1.136252e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 193382 members 
Entering Unmasked Estep 
Score: -11362695.000000 Penalty: 1108.535889
	Iteration 57Q: 3 clusters Score -1.13627e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 193552 members 
Entering Unmasked Estep 
Score: -11362838.000000 Penalty: 1108.535889
	Iteration 58Q: 3 clusters Score -1.136284e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 193693 members 
Entering Unmasked Estep 
Score: -11362971.000000 Penalty: 1108.535889
	Iteration 59Q: 3 clusters Score -1.136297e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 193805 members 
Entering Unmasked Estep 
Score: -11363050.000000 Penalty: 1108.535889
	Iteration 60F: 3 clusters Score -1.136305e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 193922 members 
Entering Unmasked Estep 
Score: -11363127.000000 Penalty: 1108.535889
	Iteration 61Q: 3 clusters Score -1.136313e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 194018 members 
Entering Unmasked Estep 
Score: -11363250.000000 Penalty: 1108.535889
	Iteration 62Q: 3 clusters Score -1.136325e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 194099 members 
Entering Unmasked Estep 
Score: -11363313.000000 Penalty: 1108.535889
	Iteration 63Q: 3 clusters Score -1.136331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 194167 members 
Entering Unmasked Estep 
Score: -11363368.000000 Penalty: 1108.535889
	Iteration 64Q: 3 clusters Score -1.136337e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 194221 members 
Entering Unmasked Estep 
Score: -11363424.000000 Penalty: 1108.535889
	Iteration 65Q: 3 clusters Score -1.136342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 194272 members 
Entering Unmasked Estep 
Score: -11363450.000000 Penalty: 1108.535889
	Iteration 66Q: 3 clusters Score -1.136345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 194305 members 
Entering Unmasked Estep 
Score: -11363494.000000 Penalty: 1108.535889
	Iteration 67Q: 3 clusters Score -1.136349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 194326 members 
Entering Unmasked Estep 
Score: -11363524.000000 Penalty: 1108.535889
	Iteration 68Q: 3 clusters Score -1.136352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 194345 members 
Entering Unmasked Estep 
Score: -11363547.000000 Penalty: 1108.535889
	Iteration 69Q: 3 clusters Score -1.136355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 194364 members 
Entering Unmasked Estep 
Score: -11363558.000000 Penalty: 1108.535889
	Iteration 70Q: 3 clusters Score -1.136356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 194382 members 
Entering Unmasked Estep 
Score: -11363574.000000 Penalty: 1108.535889
	Iteration 71Q: 3 clusters Score -1.136357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 194398 members 
Entering Unmasked Estep 
Score: -11363577.000000 Penalty: 1108.535889
	Iteration 72Q: 3 clusters Score -1.136358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 194417 members 
Entering Unmasked Estep 
Score: -11363591.000000 Penalty: 1108.535889
	Iteration 73Q: 3 clusters Score -1.136359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 194427 members 
Entering Unmasked Estep 
Score: -11363602.000000 Penalty: 1108.535889
	Iteration 74Q: 3 clusters Score -1.13636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 194441 members 
Entering Unmasked Estep 
Score: -11363607.000000 Penalty: 1108.535889
	Iteration 75Q: 3 clusters Score -1.136361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 194457 members 
Entering Unmasked Estep 
Score: -11363612.000000 Penalty: 1108.535889
	Iteration 76Q: 3 clusters Score -1.136361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 194474 members 
Entering Unmasked Estep 
Score: -11363628.000000 Penalty: 1108.535889
	Iteration 77Q: 3 clusters Score -1.136363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 194490 members 
Entering Unmasked Estep 
Score: -11363645.000000 Penalty: 1108.535889
	Iteration 78Q: 3 clusters Score -1.136364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 194508 members 
Entering Unmasked Estep 
Score: -11363656.000000 Penalty: 1108.535889
	Iteration 79Q: 3 clusters Score -1.136366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 194520 members 
Entering Unmasked Estep 
Score: -11363654.000000 Penalty: 1108.535889
	Iteration 80F: 3 clusters Score -1.136365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 194531 members 
Entering Unmasked Estep 
Score: -11363675.000000 Penalty: 1108.535889
	Iteration 81Q: 3 clusters Score -1.136368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 194540 members 
Entering Unmasked Estep 
Score: -11363671.000000 Penalty: 1108.535889
	Iteration 82Q: 3 clusters Score -1.136367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 194553 members 
Entering Unmasked Estep 
Score: -11363668.000000 Penalty: 1108.535889
	Iteration 83Q: 3 clusters Score -1.136367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -11363669.000000 Penalty: 1108.535889
	Iteration 84Q: 3 clusters Score -1.136367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -11363679.000000 Penalty: 1108.535889
	Iteration 85Q: 3 clusters Score -1.136368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 194583 members 
Entering Unmasked Estep 
Score: -11363682.000000 Penalty: 1108.535889
	Iteration 86Q: 3 clusters Score -1.136368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 194591 members 
Entering Unmasked Estep 
Score: -11363682.000000 Penalty: 1108.535889
	Iteration 87Q: 3 clusters Score -1.136368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -11363697.000000 Penalty: 1108.535889
	Iteration 88Q: 3 clusters Score -1.13637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 194607 members 
Entering Unmasked Estep 
Score: -11363692.000000 Penalty: 1108.535889
	Iteration 89Q: 3 clusters Score -1.136369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 194611 members 
Entering Unmasked Estep 
Score: -11363706.000000 Penalty: 1108.535889
	Iteration 90Q: 3 clusters Score -1.136371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 194614 members 
Entering Unmasked Estep 
Score: -11363697.000000 Penalty: 1108.535889
	Iteration 91Q: 3 clusters Score -1.13637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 194617 members 
Entering Unmasked Estep 
Score: -11363701.000000 Penalty: 1108.535889
	Iteration 92Q: 3 clusters Score -1.13637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 194621 members 
Entering Unmasked Estep 
Score: -11363690.000000 Penalty: 1108.535889
	Iteration 93Q: 3 clusters Score -1.136369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 194626 members 
Entering Unmasked Estep 
Score: -11363699.000000 Penalty: 1108.535889
	Iteration 94Q: 3 clusters Score -1.13637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 194631 members 
Entering Unmasked Estep 
Score: -11363697.000000 Penalty: 1108.535889
	Iteration 95Q: 3 clusters Score -1.13637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 194633 members 
Entering Unmasked Estep 
Score: -11363703.000000 Penalty: 1108.535889
	Iteration 96Q: 3 clusters Score -1.13637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 194639 members 
Entering Unmasked Estep 
Score: -11363715.000000 Penalty: 1108.535889
	Iteration 97Q: 3 clusters Score -1.136372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 194644 members 
Entering Unmasked Estep 
Score: -11363737.000000 Penalty: 1108.535889
	Iteration 98Q: 3 clusters Score -1.136374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 194647 members 
Entering Unmasked Estep 
Score: -11363731.000000 Penalty: 1108.535889
	Iteration 99Q: 3 clusters Score -1.136373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 194649 members 
Entering Unmasked Estep 
Score: -11363737.000000 Penalty: 1108.535889
	Iteration 100F: 3 clusters Score -1.136374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 194651 members 
Entering Unmasked Estep 
Score: -11363724.000000 Penalty: 1108.535889
	Iteration 101Q: 3 clusters Score -1.136372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -11363719.000000 Penalty: 1108.535889
	Iteration 102Q: 3 clusters Score -1.136372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -11363730.000000 Penalty: 1108.535889
	Iteration 103Q: 3 clusters Score -1.136373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -11363734.000000 Penalty: 1108.535889
	Iteration 104Q: 3 clusters Score -1.136373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 194676 members 
Entering Unmasked Estep 
Score: -11363746.000000 Penalty: 1108.535889
	Iteration 105Q: 3 clusters Score -1.136375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 194681 members 
Entering Unmasked Estep 
Score: -11363746.000000 Penalty: 1108.535889
	Iteration 106Q: 3 clusters Score -1.136375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 194686 members 
Entering Unmasked Estep 
Score: -11363744.000000 Penalty: 1108.535889
	Iteration 107Q: 3 clusters Score -1.136374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 194688 members 
Entering Unmasked Estep 
Score: -11363749.000000 Penalty: 1108.535889
	Iteration 108Q: 3 clusters Score -1.136375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 194689 members 
Entering Unmasked Estep 
Score: -11363749.000000 Penalty: 1108.535889
	Iteration 109Q: 3 clusters Score -1.136375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 194690 members 
Entering Unmasked Estep 
Score: -11363752.000000 Penalty: 1108.535889
	Iteration 110Q: 3 clusters Score -1.136375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 194690 members 
Entering Unmasked Estep 
Score: -11363752.000000 Penalty: 1108.535889
	Iteration 111F: 3 clusters Score -1.136375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -95847.054688 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -95847.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -94557.296875 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -94557.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -94902.992188 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -94902.99 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -94963.742188 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -94963.74 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -95024.453125 Penalty: 678.010132
	Iteration 3F: 3 clusters Score -95024.45 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -95089.242188 Penalty: 678.010132
	Iteration 4F: 3 clusters Score -95089.24 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -95159.406250 Penalty: 678.010132
	Iteration 5F: 3 clusters Score -95159.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -95211.984375 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -95211.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -95258.125000 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -95258.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -95318.992188 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -95318.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -95358.632812 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -95358.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -95391.992188 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -95391.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -95424.945312 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -95424.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -95442.867188 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -95442.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -95457.859375 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -95457.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -95475.375000 Penalty: 678.010132
	Iteration 14Q: 3 clusters Score -95475.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -95490.343750 Penalty: 678.010132
	Iteration 15Q: 3 clusters Score -95490.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -95503.453125 Penalty: 678.010132
	Iteration 16Q: 3 clusters Score -95503.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -95519.398438 Penalty: 678.010132
	Iteration 17Q: 3 clusters Score -95519.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -95531.781250 Penalty: 678.010132
	Iteration 18Q: 3 clusters Score -95531.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -95540.570312 Penalty: 678.010132
	Iteration 19Q: 3 clusters Score -95540.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -95547.695312 Penalty: 678.010132
	Iteration 20F: 3 clusters Score -95547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -95551.039062 Penalty: 678.010132
	Iteration 21Q: 3 clusters Score -95551.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -95557.031250 Penalty: 678.010132
	Iteration 22Q: 3 clusters Score -95557.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -95565.000000 Penalty: 678.010132
	Iteration 23Q: 3 clusters Score -95565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -95569.398438 Penalty: 678.010132
	Iteration 24Q: 3 clusters Score -95569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -95575.914062 Penalty: 678.010132
	Iteration 25Q: 3 clusters Score -95575.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -95586.671875 Penalty: 678.010132
	Iteration 26Q: 3 clusters Score -95586.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -95599.437500 Penalty: 678.010132
	Iteration 27Q: 3 clusters Score -95599.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -95609.039062 Penalty: 678.010132
	Iteration 28Q: 3 clusters Score -95609.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -95627.093750 Penalty: 678.010132
	Iteration 29Q: 3 clusters Score -95627.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -95642.312500 Penalty: 678.010132
	Iteration 30Q: 3 clusters Score -95642.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -95648.976562 Penalty: 678.010132
	Iteration 31Q: 3 clusters Score -95648.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -95652.000000 Penalty: 678.010132
	Iteration 32Q: 3 clusters Score -95652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -95652.476562 Penalty: 678.010132
	Iteration 33Q: 3 clusters Score -95652.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -95655.570312 Penalty: 678.010132
	Iteration 34Q: 3 clusters Score -95655.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -95656.343750 Penalty: 678.010132
	Iteration 35Q: 3 clusters Score -95656.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -95656.343750 Penalty: 678.010132
	Iteration 36F: 3 clusters Score -95656.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -100575.578125 Penalty: 335.886658
	Iteration 0F: 2 clusters Score -100575.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99428.007812 Penalty: 671.773315
	Iteration 0F: 3 clusters Score -99428.01 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -99762.000000 Penalty: 671.773315
	Iteration 1F: 3 clusters Score -99762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -99820.351562 Penalty: 671.773315
	Iteration 2F: 3 clusters Score -99820.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -99863.429688 Penalty: 671.773315
	Iteration 3F: 3 clusters Score -99863.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -99892.257812 Penalty: 671.773315
	Iteration 4Q: 3 clusters Score -99892.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -99924.125000 Penalty: 671.773315
	Iteration 5Q: 3 clusters Score -99924.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -99955.773438 Penalty: 671.773315
	Iteration 6Q: 3 clusters Score -99955.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99996.125000 Penalty: 671.773315
	Iteration 7Q: 3 clusters Score -99996.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -100029.765625 Penalty: 671.773315
	Iteration 8Q: 3 clusters Score -100029.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100057.835938 Penalty: 671.773315
	Iteration 9Q: 3 clusters Score -100057.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100076.359375 Penalty: 671.773315
	Iteration 10Q: 3 clusters Score -100076.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -100084.007812 Penalty: 671.773315
	Iteration 11Q: 3 clusters Score -100084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -100090.289062 Penalty: 671.773315
	Iteration 12Q: 3 clusters Score -100090.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -100092.531250 Penalty: 671.773315
	Iteration 13Q: 3 clusters Score -100092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -100093.085938 Penalty: 671.773315
	Iteration 14Q: 3 clusters Score -100093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -100093.562500 Penalty: 671.773315
	Iteration 15Q: 3 clusters Score -100093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100093.710938 Penalty: 671.773315
	Iteration 16Q: 3 clusters Score -100093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100093.710938 Penalty: 671.773315
	Iteration 17F: 3 clusters Score -100093.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -39469.343750 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -39469.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38862.859375 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -38862.86 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39034.636719 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -39034.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39090.292969 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -39090.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -39148.722656 Penalty: 591.617371
	Iteration 3F: 3 clusters Score -39148.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -39206.593750 Penalty: 591.617371
	Iteration 4Q: 3 clusters Score -39206.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39250.804688 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -39250.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39277.957031 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -39277.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39295.003906 Penalty: 591.617371
	Iteration 7Q: 3 clusters Score -39295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39317.535156 Penalty: 591.617371
	Iteration 8Q: 3 clusters Score -39317.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -39327.820312 Penalty: 591.617371
	Iteration 9Q: 3 clusters Score -39327.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -39341.246094 Penalty: 591.617371
	Iteration 10Q: 3 clusters Score -39341.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39347.683594 Penalty: 591.617371
	Iteration 11Q: 3 clusters Score -39347.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39351.238281 Penalty: 591.617371
	Iteration 12Q: 3 clusters Score -39351.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39353.714844 Penalty: 591.617371
	Iteration 13Q: 3 clusters Score -39353.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39355.765625 Penalty: 591.617371
	Iteration 14Q: 3 clusters Score -39355.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39358.128906 Penalty: 591.617371
	Iteration 15Q: 3 clusters Score -39358.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39360.402344 Penalty: 591.617371
	Iteration 16Q: 3 clusters Score -39360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -39360.539062 Penalty: 591.617371
	Iteration 17Q: 3 clusters Score -39360.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39360.683594 Penalty: 591.617371
	Iteration 18Q: 3 clusters Score -39360.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39360.683594 Penalty: 591.617371
	Iteration 19F: 3 clusters Score -39360.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -144465.781250 Penalty: 357.161987
	Iteration 0F: 2 clusters Score -144465.8 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 1253 members 
Entering Unmasked Estep 
Score: -142678.265625 Penalty: 714.323975
	Iteration 0F: 3 clusters Score -142678.3 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -143325.546875 Penalty: 714.323975
	Iteration 1F: 3 clusters Score -143325.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -143460.218750 Penalty: 714.323975
	Iteration 2F: 3 clusters Score -143460.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -143559.859375 Penalty: 714.323975
	Iteration 3F: 3 clusters Score -143559.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143640.750000 Penalty: 714.323975
	Iteration 4Q: 3 clusters Score -143640.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -143752.734375 Penalty: 714.323975
	Iteration 5Q: 3 clusters Score -143752.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -143883.484375 Penalty: 714.323975
	Iteration 6F: 3 clusters Score -143883.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -143986.593750 Penalty: 714.323975
	Iteration 7Q: 3 clusters Score -143986.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144038.031250 Penalty: 714.323975
	Iteration 8Q: 3 clusters Score -144038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -144073.968750 Penalty: 714.323975
	Iteration 9Q: 3 clusters Score -144074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -144101.687500 Penalty: 714.323975
	Iteration 10Q: 3 clusters Score -144101.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -144117.390625 Penalty: 714.323975
	Iteration 11Q: 3 clusters Score -144117.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144124.656250 Penalty: 714.323975
	Iteration 12Q: 3 clusters Score -144124.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -144128.453125 Penalty: 714.323975
	Iteration 13Q: 3 clusters Score -144128.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -144131.890625 Penalty: 714.323975
	Iteration 14Q: 3 clusters Score -144131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144133.656250 Penalty: 714.323975
	Iteration 15Q: 3 clusters Score -144133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -144134.453125 Penalty: 714.323975
	Iteration 16Q: 3 clusters Score -144134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -144134.906250 Penalty: 714.323975
	Iteration 17Q: 3 clusters Score -144134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -144135.109375 Penalty: 714.323975
	Iteration 18Q: 3 clusters Score -144135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144135.359375 Penalty: 714.323975
	Iteration 19Q: 3 clusters Score -144135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144135.359375 Penalty: 714.323975
	Iteration 20F: 3 clusters Score -144135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -228350.109375 Penalty: 376.875977
	Iteration 0F: 2 clusters Score -228350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -225646.781250 Penalty: 753.751953
	Iteration 0F: 3 clusters Score -225646.8 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -226622.796875 Penalty: 753.751953
	Iteration 1F: 3 clusters Score -226622.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -226761.250000 Penalty: 753.751953
	Iteration 2F: 3 clusters Score -226761.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -226888.531250 Penalty: 753.751953
	Iteration 3F: 3 clusters Score -226888.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -227018.343750 Penalty: 753.751953
	Iteration 4Q: 3 clusters Score -227018.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -227170.078125 Penalty: 753.751953
	Iteration 5F: 3 clusters Score -227170.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -227323.484375 Penalty: 753.751953
	Iteration 6Q: 3 clusters Score -227323.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -227423.890625 Penalty: 753.751953
	Iteration 7Q: 3 clusters Score -227423.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -227464.312500 Penalty: 753.751953
	Iteration 8Q: 3 clusters Score -227464.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -227481.562500 Penalty: 753.751953
	Iteration 9Q: 3 clusters Score -227481.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -227493.921875 Penalty: 753.751953
	Iteration 10Q: 3 clusters Score -227493.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -227504.937500 Penalty: 753.751953
	Iteration 11Q: 3 clusters Score -227504.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -227515.359375 Penalty: 753.751953
	Iteration 12Q: 3 clusters Score -227515.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -227524.937500 Penalty: 753.751953
	Iteration 13Q: 3 clusters Score -227524.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227533.656250 Penalty: 753.751953
	Iteration 14Q: 3 clusters Score -227533.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -227544.375000 Penalty: 753.751953
	Iteration 15Q: 3 clusters Score -227544.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -227558.203125 Penalty: 753.751953
	Iteration 16Q: 3 clusters Score -227558.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -227570.984375 Penalty: 753.751953
	Iteration 17Q: 3 clusters Score -227571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -227583.796875 Penalty: 753.751953
	Iteration 18Q: 3 clusters Score -227583.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -227599.296875 Penalty: 753.751953
	Iteration 19Q: 3 clusters Score -227599.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -227609.140625 Penalty: 753.751953
	Iteration 20F: 3 clusters Score -227609.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -227618.562500 Penalty: 753.751953
	Iteration 21Q: 3 clusters Score -227618.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -227629.828125 Penalty: 753.751953
	Iteration 22Q: 3 clusters Score -227629.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227643.687500 Penalty: 753.751953
	Iteration 23Q: 3 clusters Score -227643.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -227659.343750 Penalty: 753.751953
	Iteration 24Q: 3 clusters Score -227659.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -227676.625000 Penalty: 753.751953
	Iteration 25Q: 3 clusters Score -227676.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -227694.562500 Penalty: 753.751953
	Iteration 26Q: 3 clusters Score -227694.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -227729.343750 Penalty: 753.751953
	Iteration 27Q: 3 clusters Score -227729.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -227766.468750 Penalty: 753.751953
	Iteration 28Q: 3 clusters Score -227766.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -227803.218750 Penalty: 753.751953
	Iteration 29Q: 3 clusters Score -227803.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -227832.859375 Penalty: 753.751953
	Iteration 30Q: 3 clusters Score -227832.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -227867.921875 Penalty: 753.751953
	Iteration 31Q: 3 clusters Score -227867.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -227894.500000 Penalty: 753.751953
	Iteration 32Q: 3 clusters Score -227894.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -227920.546875 Penalty: 753.751953
	Iteration 33Q: 3 clusters Score -227920.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -227947.750000 Penalty: 753.751953
	Iteration 34Q: 3 clusters Score -227947.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -227970.890625 Penalty: 753.751953
	Iteration 35Q: 3 clusters Score -227970.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -227995.187500 Penalty: 753.751953
	Iteration 36Q: 3 clusters Score -227995.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -228017.781250 Penalty: 753.751953
	Iteration 37Q: 3 clusters Score -228017.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -228028.671875 Penalty: 753.751953
	Iteration 38Q: 3 clusters Score -228028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -228033.781250 Penalty: 753.751953
	Iteration 39Q: 3 clusters Score -228033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -228034.718750 Penalty: 753.751953
	Iteration 40F: 3 clusters Score -228034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -228036.171875 Penalty: 753.751953
	Iteration 41Q: 3 clusters Score -228036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -228036.921875 Penalty: 753.751953
	Iteration 42Q: 3 clusters Score -228036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -228036.921875 Penalty: 753.751953
	Iteration 43F: 3 clusters Score -228036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Entering Unmasked Estep 
Score: -2432246.750000 Penalty: 481.301880
	Iteration 0F: 2 clusters Score -2432247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2406020.000000 Penalty: 962.603760
	Iteration 0F: 3 clusters Score -2406020 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2417205.000000 Penalty: 962.603760
	Iteration 1F: 3 clusters Score -2417205 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2418009.750000 Penalty: 962.603760
	Iteration 2Q: 3 clusters Score -2418010 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2419405.000000 Penalty: 962.603760
	Iteration 3F: 3 clusters Score -2419405 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2421693.000000 Penalty: 962.603760
	Iteration 4F: 3 clusters Score -2421693 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -2424719.250000 Penalty: 962.603760
	Iteration 5F: 3 clusters Score -2424719 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -2427821.000000 Penalty: 962.603760
	Iteration 6F: 3 clusters Score -2427821 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -2430059.750000 Penalty: 962.603760
	Iteration 7F: 3 clusters Score -2430060 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -2431148.250000 Penalty: 962.603760
	Iteration 8Q: 3 clusters Score -2431148 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -2431563.000000 Penalty: 962.603760
	Iteration 9Q: 3 clusters Score -2431563 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -2431719.750000 Penalty: 962.603760
	Iteration 10Q: 3 clusters Score -2431720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -2431792.500000 Penalty: 962.603760
	Iteration 11Q: 3 clusters Score -2431792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -2431823.750000 Penalty: 962.603760
	Iteration 12Q: 3 clusters Score -2431824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -2431834.250000 Penalty: 962.603760
	Iteration 13Q: 3 clusters Score -2431834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -2431838.250000 Penalty: 962.603760
	Iteration 14Q: 3 clusters Score -2431838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -2431839.500000 Penalty: 962.603760
	Iteration 15Q: 3 clusters Score -2431840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -2431839.500000 Penalty: 962.603760
	Iteration 16F: 3 clusters Score -2431840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11469.746094 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11469.75 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 121 members 
Entering Unmasked Estep 
Score: -11171.707031 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11171.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11235.280273 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11235.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11259.253906 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11259.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11266.991211 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -11266.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11277.569336 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -11277.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11288.376953 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -11288.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11302.405273 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -11302.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11314.763672 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -11314.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11332.887695 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -11332.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11332.887695 Penalty: 488.728058
	Iteration 9F: 3 clusters Score -11332.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2231.215576 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2231.216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2252.377686 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2252.378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2254.590576 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2254.591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2254.590576 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2254.591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Entering Unmasked Estep 
Score: -1925369.000000 Penalty: 475.424438
	Iteration 0F: 2 clusters Score -1925369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1902338.250000 Penalty: 950.848877
	Iteration 0F: 3 clusters Score -1902338 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1912531.000000 Penalty: 950.848877
	Iteration 1F: 3 clusters Score -1912531 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1913567.125000 Penalty: 950.848877
	Iteration 2F: 3 clusters Score -1913567 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -1914938.000000 Penalty: 950.848877
	Iteration 3F: 3 clusters Score -1914938 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -1916649.500000 Penalty: 950.848877
	Iteration 4F: 3 clusters Score -1916650 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1918582.750000 Penalty: 950.848877
	Iteration 5F: 3 clusters Score -1918583 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -1920335.125000 Penalty: 950.848877
	Iteration 6F: 3 clusters Score -1920335 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -1921522.250000 Penalty: 950.848877
	Iteration 7Q: 3 clusters Score -1921522 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -1922231.125000 Penalty: 950.848877
	Iteration 8Q: 3 clusters Score -1922231 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -1922748.750000 Penalty: 950.848877
	Iteration 9Q: 3 clusters Score -1922749 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -1923131.500000 Penalty: 950.848877
	Iteration 10Q: 3 clusters Score -1923132 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -1923474.375000 Penalty: 950.848877
	Iteration 11Q: 3 clusters Score -1923474 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -1923797.250000 Penalty: 950.848877
	Iteration 12Q: 3 clusters Score -1923797 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -1924095.000000 Penalty: 950.848877
	Iteration 13Q: 3 clusters Score -1924095 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -1924337.000000 Penalty: 950.848877
	Iteration 14Q: 3 clusters Score -1924337 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -1924522.250000 Penalty: 950.848877
	Iteration 15Q: 3 clusters Score -1924522 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -1924623.250000 Penalty: 950.848877
	Iteration 16Q: 3 clusters Score -1924623 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -1924706.750000 Penalty: 950.848877
	Iteration 17Q: 3 clusters Score -1924707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -1924782.000000 Penalty: 950.848877
	Iteration 18Q: 3 clusters Score -1924782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -1924826.125000 Penalty: 950.848877
	Iteration 19Q: 3 clusters Score -1924826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -1924850.375000 Penalty: 950.848877
	Iteration 20F: 3 clusters Score -1924850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -1924874.500000 Penalty: 950.848877
	Iteration 21Q: 3 clusters Score -1924874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -1924889.250000 Penalty: 950.848877
	Iteration 22Q: 3 clusters Score -1924889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -1924911.000000 Penalty: 950.848877
	Iteration 23Q: 3 clusters Score -1924911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -1924923.875000 Penalty: 950.848877
	Iteration 24Q: 3 clusters Score -1924924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -1924935.625000 Penalty: 950.848877
	Iteration 25Q: 3 clusters Score -1924936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -1924948.750000 Penalty: 950.848877
	Iteration 26Q: 3 clusters Score -1924949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -1924957.375000 Penalty: 950.848877
	Iteration 27Q: 3 clusters Score -1924957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -1924964.125000 Penalty: 950.848877
	Iteration 28Q: 3 clusters Score -1924964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -1924976.375000 Penalty: 950.848877
	Iteration 29Q: 3 clusters Score -1924976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -1924980.125000 Penalty: 950.848877
	Iteration 30Q: 3 clusters Score -1924980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -1924984.750000 Penalty: 950.848877
	Iteration 31Q: 3 clusters Score -1924985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -1924985.250000 Penalty: 950.848877
	Iteration 32Q: 3 clusters Score -1924985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -1924991.000000 Penalty: 950.848877
	Iteration 33Q: 3 clusters Score -1924991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -1924990.250000 Penalty: 950.848877
	Iteration 34Q: 3 clusters Score -1924990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -1924991.125000 Penalty: 950.848877
	Iteration 35Q: 3 clusters Score -1924991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -1924991.750000 Penalty: 950.848877
	Iteration 36Q: 3 clusters Score -1924992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -1924992.250000 Penalty: 950.848877
	Iteration 37Q: 3 clusters Score -1924992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -1924992.750000 Penalty: 950.848877
	Iteration 38Q: 3 clusters Score -1924993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -1924992.750000 Penalty: 950.848877
	Iteration 39F: 3 clusters Score -1924993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Entering Unmasked Estep 
Score: -498904.437500 Penalty: 412.054382
	Iteration 0F: 2 clusters Score -498904.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -493160.406250 Penalty: 824.108765
	Iteration 0F: 3 clusters Score -493160.4 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -495586.687500 Penalty: 824.108765
	Iteration 1F: 3 clusters Score -495586.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -495888.250000 Penalty: 824.108765
	Iteration 2F: 3 clusters Score -495888.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -496242.531250 Penalty: 824.108765
	Iteration 3F: 3 clusters Score -496242.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -496639.312500 Penalty: 824.108765
	Iteration 4F: 3 clusters Score -496639.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -497031.500000 Penalty: 824.108765
	Iteration 5F: 3 clusters Score -497031.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -497355.125000 Penalty: 824.108765
	Iteration 6F: 3 clusters Score -497355.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -497598.375000 Penalty: 824.108765
	Iteration 7Q: 3 clusters Score -497598.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -497792.156250 Penalty: 824.108765
	Iteration 8Q: 3 clusters Score -497792.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -497980.000000 Penalty: 824.108765
	Iteration 9Q: 3 clusters Score -497980 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -498175.031250 Penalty: 824.108765
	Iteration 10Q: 3 clusters Score -498175 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -498314.343750 Penalty: 824.108765
	Iteration 11Q: 3 clusters Score -498314.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -498374.531250 Penalty: 824.108765
	Iteration 12Q: 3 clusters Score -498374.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -498413.781250 Penalty: 824.108765
	Iteration 13Q: 3 clusters Score -498413.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -498447.593750 Penalty: 824.108765
	Iteration 14Q: 3 clusters Score -498447.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -498476.156250 Penalty: 824.108765
	Iteration 15Q: 3 clusters Score -498476.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -498500.781250 Penalty: 824.108765
	Iteration 16Q: 3 clusters Score -498500.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -498524.343750 Penalty: 824.108765
	Iteration 17Q: 3 clusters Score -498524.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -498539.218750 Penalty: 824.108765
	Iteration 18Q: 3 clusters Score -498539.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -498551.218750 Penalty: 824.108765
	Iteration 19Q: 3 clusters Score -498551.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -498559.750000 Penalty: 824.108765
	Iteration 20F: 3 clusters Score -498559.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -498575.031250 Penalty: 824.108765
	Iteration 21Q: 3 clusters Score -498575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -498587.406250 Penalty: 824.108765
	Iteration 22Q: 3 clusters Score -498587.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -498599.218750 Penalty: 824.108765
	Iteration 23Q: 3 clusters Score -498599.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -498613.812500 Penalty: 824.108765
	Iteration 24Q: 3 clusters Score -498613.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -498631.250000 Penalty: 824.108765
	Iteration 25Q: 3 clusters Score -498631.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -498654.156250 Penalty: 824.108765
	Iteration 26Q: 3 clusters Score -498654.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -498673.218750 Penalty: 824.108765
	Iteration 27Q: 3 clusters Score -498673.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -498690.593750 Penalty: 824.108765
	Iteration 28Q: 3 clusters Score -498690.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -498703.937500 Penalty: 824.108765
	Iteration 29Q: 3 clusters Score -498703.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -498722.906250 Penalty: 824.108765
	Iteration 30Q: 3 clusters Score -498722.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -498736.843750 Penalty: 824.108765
	Iteration 31Q: 3 clusters Score -498736.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -498747.343750 Penalty: 824.108765
	Iteration 32Q: 3 clusters Score -498747.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -498753.062500 Penalty: 824.108765
	Iteration 33Q: 3 clusters Score -498753.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -498757.062500 Penalty: 824.108765
	Iteration 34Q: 3 clusters Score -498757.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -498761.125000 Penalty: 824.108765
	Iteration 35Q: 3 clusters Score -498761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -498764.250000 Penalty: 824.108765
	Iteration 36Q: 3 clusters Score -498764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -498769.250000 Penalty: 824.108765
	Iteration 37Q: 3 clusters Score -498769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -498771.281250 Penalty: 824.108765
	Iteration 38Q: 3 clusters Score -498771.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -498775.250000 Penalty: 824.108765
	Iteration 39Q: 3 clusters Score -498775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -498778.718750 Penalty: 824.108765
	Iteration 40F: 3 clusters Score -498778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -498780.250000 Penalty: 824.108765
	Iteration 41Q: 3 clusters Score -498780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -498785.125000 Penalty: 824.108765
	Iteration 42Q: 3 clusters Score -498785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -498787.187500 Penalty: 824.108765
	Iteration 43Q: 3 clusters Score -498787.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -498790.750000 Penalty: 824.108765
	Iteration 44Q: 3 clusters Score -498790.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -498793.500000 Penalty: 824.108765
	Iteration 45Q: 3 clusters Score -498793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -498793.937500 Penalty: 824.108765
	Iteration 46Q: 3 clusters Score -498793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -498795.593750 Penalty: 824.108765
	Iteration 47Q: 3 clusters Score -498795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -498796.406250 Penalty: 824.108765
	Iteration 48Q: 3 clusters Score -498796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -498796.250000 Penalty: 824.108765
	Iteration 49Q: 3 clusters Score -498796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -498796.062500 Penalty: 824.108765
	Iteration 50Q: 3 clusters Score -498796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -498794.968750 Penalty: 824.108765
	Iteration 51Q: 3 clusters Score -498795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -498796.250000 Penalty: 824.108765
	Iteration 52Q: 3 clusters Score -498796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -498796.062500 Penalty: 824.108765
	Iteration 53Q: 3 clusters Score -498796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -498795.812500 Penalty: 824.108765
	Iteration 54Q: 3 clusters Score -498795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -498795.812500 Penalty: 824.108765
	Iteration 55F: 3 clusters Score -498795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -11183.040039 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -11183.04 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 111 members 
Entering Unmasked Estep 
Score: -10854.354492 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -10854.35 nChanged 68
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: -10930.282227 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -10930.28 nChanged 15
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: -10953.070312 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -10953.07 nChanged 9
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: -10974.019531 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -10974.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10996.382812 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -10996.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11013.711914 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -11013.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11037.826172 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -11037.83 nChanged 5
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: -11046.692383 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -11046.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11050.104492 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -11050.1 nChanged 1
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: -11058.460938 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -11058.46 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: -11063.170898 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -11063.17 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: -11064.711914 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -11064.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11066.492188 Penalty: 489.150330
	Iteration 12Q: 3 clusters Score -11066.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11066.492188 Penalty: 489.150330
	Iteration 13F: 3 clusters Score -11066.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Entering Unmasked Estep 
Score: -319714.625000 Penalty: 394.675964
	Iteration 0F: 2 clusters Score -319714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -315713.312500 Penalty: 789.351929
	Iteration 0F: 3 clusters Score -315713.3 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -317166.187500 Penalty: 789.351929
	Iteration 1F: 3 clusters Score -317166.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -317312.781250 Penalty: 789.351929
	Iteration 2F: 3 clusters Score -317312.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -317466.125000 Penalty: 789.351929
	Iteration 3F: 3 clusters Score -317466.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -317647.718750 Penalty: 789.351929
	Iteration 4F: 3 clusters Score -317647.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -317909.062500 Penalty: 789.351929
	Iteration 5F: 3 clusters Score -317909.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -318216.875000 Penalty: 789.351929
	Iteration 6F: 3 clusters Score -318216.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -318471.593750 Penalty: 789.351929
	Iteration 7F: 3 clusters Score -318471.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -318643.718750 Penalty: 789.351929
	Iteration 8Q: 3 clusters Score -318643.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -318760.687500 Penalty: 789.351929
	Iteration 9Q: 3 clusters Score -318760.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -318846.625000 Penalty: 789.351929
	Iteration 10Q: 3 clusters Score -318846.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -318926.406250 Penalty: 789.351929
	Iteration 11Q: 3 clusters Score -318926.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -319002.718750 Penalty: 789.351929
	Iteration 12Q: 3 clusters Score -319002.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -319087.687500 Penalty: 789.351929
	Iteration 13Q: 3 clusters Score -319087.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -319157.031250 Penalty: 789.351929
	Iteration 14Q: 3 clusters Score -319157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -319207.875000 Penalty: 789.351929
	Iteration 15Q: 3 clusters Score -319207.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -319252.750000 Penalty: 789.351929
	Iteration 16Q: 3 clusters Score -319252.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -319284.875000 Penalty: 789.351929
	Iteration 17Q: 3 clusters Score -319284.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -319315.437500 Penalty: 789.351929
	Iteration 18Q: 3 clusters Score -319315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -319326.718750 Penalty: 789.351929
	Iteration 19Q: 3 clusters Score -319326.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -319335.125000 Penalty: 789.351929
	Iteration 20F: 3 clusters Score -319335.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -319345.718750 Penalty: 789.351929
	Iteration 21Q: 3 clusters Score -319345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -319353.687500 Penalty: 789.351929
	Iteration 22Q: 3 clusters Score -319353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -319356.875000 Penalty: 789.351929
	Iteration 23Q: 3 clusters Score -319356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -319360.281250 Penalty: 789.351929
	Iteration 24Q: 3 clusters Score -319360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -319364.593750 Penalty: 789.351929
	Iteration 25Q: 3 clusters Score -319364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -319366.562500 Penalty: 789.351929
	Iteration 26Q: 3 clusters Score -319366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -319366.218750 Penalty: 789.351929
	Iteration 27Q: 3 clusters Score -319366.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -319366.218750 Penalty: 789.351929
	Iteration 28F: 3 clusters Score -319366.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -182349.390625 Penalty: 370.648895
	Iteration 0F: 2 clusters Score -182349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -179985.531250 Penalty: 741.297791
	Iteration 0F: 3 clusters Score -179985.5 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180758.953125 Penalty: 741.297791
	Iteration 1F: 3 clusters Score -180759 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -180857.953125 Penalty: 741.297791
	Iteration 2F: 3 clusters Score -180858 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -180935.406250 Penalty: 741.297791
	Iteration 3F: 3 clusters Score -180935.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -181012.078125 Penalty: 741.297791
	Iteration 4Q: 3 clusters Score -181012.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -181087.781250 Penalty: 741.297791
	Iteration 5Q: 3 clusters Score -181087.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -181171.250000 Penalty: 741.297791
	Iteration 6Q: 3 clusters Score -181171.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -181265.500000 Penalty: 741.297791
	Iteration 7Q: 3 clusters Score -181265.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -181374.531250 Penalty: 741.297791
	Iteration 8Q: 3 clusters Score -181374.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -181463.140625 Penalty: 741.297791
	Iteration 9Q: 3 clusters Score -181463.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -181530.468750 Penalty: 741.297791
	Iteration 10Q: 3 clusters Score -181530.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -181567.843750 Penalty: 741.297791
	Iteration 11Q: 3 clusters Score -181567.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -181588.984375 Penalty: 741.297791
	Iteration 12Q: 3 clusters Score -181589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -181605.234375 Penalty: 741.297791
	Iteration 13Q: 3 clusters Score -181605.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -181627.296875 Penalty: 741.297791
	Iteration 14Q: 3 clusters Score -181627.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -181644.781250 Penalty: 741.297791
	Iteration 15Q: 3 clusters Score -181644.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -181658.109375 Penalty: 741.297791
	Iteration 16Q: 3 clusters Score -181658.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -181670.796875 Penalty: 741.297791
	Iteration 17Q: 3 clusters Score -181670.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -181679.281250 Penalty: 741.297791
	Iteration 18Q: 3 clusters Score -181679.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -181685.859375 Penalty: 741.297791
	Iteration 19Q: 3 clusters Score -181685.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -181693.031250 Penalty: 741.297791
	Iteration 20F: 3 clusters Score -181693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -181705.046875 Penalty: 741.297791
	Iteration 21Q: 3 clusters Score -181705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -181719.062500 Penalty: 741.297791
	Iteration 22Q: 3 clusters Score -181719.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -181725.906250 Penalty: 741.297791
	Iteration 23Q: 3 clusters Score -181725.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -181735.750000 Penalty: 741.297791
	Iteration 24Q: 3 clusters Score -181735.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -181745.078125 Penalty: 741.297791
	Iteration 25Q: 3 clusters Score -181745.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -181753.328125 Penalty: 741.297791
	Iteration 26Q: 3 clusters Score -181753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -181757.328125 Penalty: 741.297791
	Iteration 27Q: 3 clusters Score -181757.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -181759.250000 Penalty: 741.297791
	Iteration 28Q: 3 clusters Score -181759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -181761.234375 Penalty: 741.297791
	Iteration 29Q: 3 clusters Score -181761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -181763.546875 Penalty: 741.297791
	Iteration 30Q: 3 clusters Score -181763.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -181766.109375 Penalty: 741.297791
	Iteration 31Q: 3 clusters Score -181766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -181768.578125 Penalty: 741.297791
	Iteration 32Q: 3 clusters Score -181768.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -181770.453125 Penalty: 741.297791
	Iteration 33Q: 3 clusters Score -181770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -181773.296875 Penalty: 741.297791
	Iteration 34Q: 3 clusters Score -181773.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -181776.718750 Penalty: 741.297791
	Iteration 35Q: 3 clusters Score -181776.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -181782.234375 Penalty: 741.297791
	Iteration 36Q: 3 clusters Score -181782.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -181789.421875 Penalty: 741.297791
	Iteration 37Q: 3 clusters Score -181789.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -181794.765625 Penalty: 741.297791
	Iteration 38Q: 3 clusters Score -181794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -181798.515625 Penalty: 741.297791
	Iteration 39Q: 3 clusters Score -181798.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -181803.546875 Penalty: 741.297791
	Iteration 40F: 3 clusters Score -181803.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -181809.406250 Penalty: 741.297791
	Iteration 41Q: 3 clusters Score -181809.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -181818.437500 Penalty: 741.297791
	Iteration 42Q: 3 clusters Score -181818.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -181826.062500 Penalty: 741.297791
	Iteration 43Q: 3 clusters Score -181826.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -181831.031250 Penalty: 741.297791
	Iteration 44Q: 3 clusters Score -181831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -181840.421875 Penalty: 741.297791
	Iteration 45Q: 3 clusters Score -181840.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -181851.703125 Penalty: 741.297791
	Iteration 46Q: 3 clusters Score -181851.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -181861.500000 Penalty: 741.297791
	Iteration 47Q: 3 clusters Score -181861.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -181871.312500 Penalty: 741.297791
	Iteration 48Q: 3 clusters Score -181871.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -181877.656250 Penalty: 741.297791
	Iteration 49Q: 3 clusters Score -181877.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -181881.687500 Penalty: 741.297791
	Iteration 50Q: 3 clusters Score -181881.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -181888.218750 Penalty: 741.297791
	Iteration 51Q: 3 clusters Score -181888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -181894.859375 Penalty: 741.297791
	Iteration 52Q: 3 clusters Score -181894.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -181905.250000 Penalty: 741.297791
	Iteration 53Q: 3 clusters Score -181905.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -181913.906250 Penalty: 741.297791
	Iteration 54Q: 3 clusters Score -181913.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -181926.906250 Penalty: 741.297791
	Iteration 55Q: 3 clusters Score -181926.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -181941.593750 Penalty: 741.297791
	Iteration 56Q: 3 clusters Score -181941.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -181955.453125 Penalty: 741.297791
	Iteration 57Q: 3 clusters Score -181955.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -181963.703125 Penalty: 741.297791
	Iteration 58Q: 3 clusters Score -181963.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -181972.093750 Penalty: 741.297791
	Iteration 59Q: 3 clusters Score -181972.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -181984.296875 Penalty: 741.297791
	Iteration 60F: 3 clusters Score -181984.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -181995.218750 Penalty: 741.297791
	Iteration 61Q: 3 clusters Score -181995.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -182006.171875 Penalty: 741.297791
	Iteration 62Q: 3 clusters Score -182006.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -182017.390625 Penalty: 741.297791
	Iteration 63Q: 3 clusters Score -182017.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -182033.000000 Penalty: 741.297791
	Iteration 64Q: 3 clusters Score -182033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -182048.390625 Penalty: 741.297791
	Iteration 65Q: 3 clusters Score -182048.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -182057.140625 Penalty: 741.297791
	Iteration 66Q: 3 clusters Score -182057.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -182067.984375 Penalty: 741.297791
	Iteration 67Q: 3 clusters Score -182068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -182080.625000 Penalty: 741.297791
	Iteration 68Q: 3 clusters Score -182080.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -182085.156250 Penalty: 741.297791
	Iteration 69Q: 3 clusters Score -182085.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -182091.296875 Penalty: 741.297791
	Iteration 70Q: 3 clusters Score -182091.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -182095.593750 Penalty: 741.297791
	Iteration 71Q: 3 clusters Score -182095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -182099.687500 Penalty: 741.297791
	Iteration 72Q: 3 clusters Score -182099.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -182105.890625 Penalty: 741.297791
	Iteration 73Q: 3 clusters Score -182105.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -182111.718750 Penalty: 741.297791
	Iteration 74Q: 3 clusters Score -182111.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -182117.250000 Penalty: 741.297791
	Iteration 75Q: 3 clusters Score -182117.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -182120.421875 Penalty: 741.297791
	Iteration 76Q: 3 clusters Score -182120.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -182124.421875 Penalty: 741.297791
	Iteration 77Q: 3 clusters Score -182124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -182128.312500 Penalty: 741.297791
	Iteration 78Q: 3 clusters Score -182128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -182132.421875 Penalty: 741.297791
	Iteration 79Q: 3 clusters Score -182132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -182136.578125 Penalty: 741.297791
	Iteration 80F: 3 clusters Score -182136.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -182140.875000 Penalty: 741.297791
	Iteration 81Q: 3 clusters Score -182140.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -182144.312500 Penalty: 741.297791
	Iteration 82Q: 3 clusters Score -182144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -182149.046875 Penalty: 741.297791
	Iteration 83Q: 3 clusters Score -182149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -182151.953125 Penalty: 741.297791
	Iteration 84Q: 3 clusters Score -182152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -182154.843750 Penalty: 741.297791
	Iteration 85Q: 3 clusters Score -182154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -182157.375000 Penalty: 741.297791
	Iteration 86Q: 3 clusters Score -182157.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -182162.171875 Penalty: 741.297791
	Iteration 87Q: 3 clusters Score -182162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -182166.984375 Penalty: 741.297791
	Iteration 88Q: 3 clusters Score -182167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -182170.218750 Penalty: 741.297791
	Iteration 89Q: 3 clusters Score -182170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -182172.359375 Penalty: 741.297791
	Iteration 90Q: 3 clusters Score -182172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -182172.484375 Penalty: 741.297791
	Iteration 91Q: 3 clusters Score -182172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -182172.656250 Penalty: 741.297791
	Iteration 92Q: 3 clusters Score -182172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -182172.796875 Penalty: 741.297791
	Iteration 93Q: 3 clusters Score -182172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -182172.796875 Penalty: 741.297791
	Iteration 94F: 3 clusters Score -182172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -66629.804688 Penalty: 323.573792
	Iteration 0F: 2 clusters Score -66629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -65677.421875 Penalty: 647.147583
	Iteration 0F: 3 clusters Score -65677.42 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -65960.476562 Penalty: 647.147583
	Iteration 1F: 3 clusters Score -65960.48 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -66037.226562 Penalty: 647.147583
	Iteration 2F: 3 clusters Score -66037.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66097.140625 Penalty: 647.147583
	Iteration 3F: 3 clusters Score -66097.14 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -66152.781250 Penalty: 647.147583
	Iteration 4F: 3 clusters Score -66152.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66223.609375 Penalty: 647.147583
	Iteration 5F: 3 clusters Score -66223.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66290.023438 Penalty: 647.147583
	Iteration 6Q: 3 clusters Score -66290.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -66332.710938 Penalty: 647.147583
	Iteration 7Q: 3 clusters Score -66332.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -66374.046875 Penalty: 647.147583
	Iteration 8Q: 3 clusters Score -66374.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -66397.906250 Penalty: 647.147583
	Iteration 9Q: 3 clusters Score -66397.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66408.187500 Penalty: 647.147583
	Iteration 10Q: 3 clusters Score -66408.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -66415.843750 Penalty: 647.147583
	Iteration 11Q: 3 clusters Score -66415.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -66419.976562 Penalty: 647.147583
	Iteration 12Q: 3 clusters Score -66419.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66427.632812 Penalty: 647.147583
	Iteration 13Q: 3 clusters Score -66427.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66437.101562 Penalty: 647.147583
	Iteration 14Q: 3 clusters Score -66437.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66440.804688 Penalty: 647.147583
	Iteration 15Q: 3 clusters Score -66440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66441.648438 Penalty: 647.147583
	Iteration 16Q: 3 clusters Score -66441.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -66443.031250 Penalty: 647.147583
	Iteration 17Q: 3 clusters Score -66443.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66444.710938 Penalty: 647.147583
	Iteration 18Q: 3 clusters Score -66444.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -66446.460938 Penalty: 647.147583
	Iteration 19Q: 3 clusters Score -66446.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -66447.796875 Penalty: 647.147583
	Iteration 20F: 3 clusters Score -66447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -66449.546875 Penalty: 647.147583
	Iteration 21Q: 3 clusters Score -66449.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -66453.390625 Penalty: 647.147583
	Iteration 22Q: 3 clusters Score -66453.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66459.289062 Penalty: 647.147583
	Iteration 23Q: 3 clusters Score -66459.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -66462.062500 Penalty: 647.147583
	Iteration 24Q: 3 clusters Score -66462.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -66464.492188 Penalty: 647.147583
	Iteration 25Q: 3 clusters Score -66464.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -66464.890625 Penalty: 647.147583
	Iteration 26Q: 3 clusters Score -66464.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66465.109375 Penalty: 647.147583
	Iteration 27Q: 3 clusters Score -66465.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -66465.203125 Penalty: 647.147583
	Iteration 28Q: 3 clusters Score -66465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -66465.203125 Penalty: 647.147583
	Iteration 29F: 3 clusters Score -66465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2629.621094 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2629.621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2491.467285 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2491.467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2509.712402 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2509.712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7350.785156 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7350.785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7401.385742 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7401.386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7409.101562 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -7409.102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7412.820312 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7412.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7418.120117 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7418.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7422.258789 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7422.259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7424.405273 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7424.405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7427.133789 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7427.134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7427.133789 Penalty: 456.572449
	Iteration 8F: 3 clusters Score -7427.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -35914.078125 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -35914.08 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 321 members 
Entering Unmasked Estep 
Score: -35311.425781 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -35311.43 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35483.824219 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -35483.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35521.628906 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -35521.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35539.742188 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -35539.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35555.773438 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -35555.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35566.253906 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -35566.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35574.796875 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -35574.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35588.957031 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -35588.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35608.390625 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -35608.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35617.738281 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -35617.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35623.558594 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -35623.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35628.886719 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -35628.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35631.093750 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -35631.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35631.414062 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -35631.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35631.414062 Penalty: 587.851318
	Iteration 14F: 3 clusters Score -35631.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (92364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Entering Unmasked Estep 
Score: -5549542.500000 Penalty: 520.223938
	Iteration 0F: 2 clusters Score -5549542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -5487615.000000 Penalty: 1040.447876
	Iteration 0F: 3 clusters Score -5487615 nChanged 45159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5515878.500000 Penalty: 1040.447876
	Iteration 1F: 3 clusters Score -5515878 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -5517838.000000 Penalty: 1040.447876
	Iteration 2Q: 3 clusters Score -5517838 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -5520695.000000 Penalty: 1040.447876
	Iteration 3F: 3 clusters Score -5520695 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -5525051.000000 Penalty: 1040.447876
	Iteration 4F: 3 clusters Score -5525051 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -5529791.000000 Penalty: 1040.447876
	Iteration 5F: 3 clusters Score -5529791 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -5532537.000000 Penalty: 1040.447876
	Iteration 6F: 3 clusters Score -5532537 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -5533380.000000 Penalty: 1040.447876
	Iteration 7Q: 3 clusters Score -5533380 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -5533609.000000 Penalty: 1040.447876
	Iteration 8Q: 3 clusters Score -5533609 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -5533705.500000 Penalty: 1040.447876
	Iteration 9Q: 3 clusters Score -5533706 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5533834.000000 Penalty: 1040.447876
	Iteration 10Q: 3 clusters Score -5533834 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -5533929.500000 Penalty: 1040.447876
	Iteration 11Q: 3 clusters Score -5533930 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -5534070.500000 Penalty: 1040.447876
	Iteration 12Q: 3 clusters Score -5534070 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -5534169.000000 Penalty: 1040.447876
	Iteration 13Q: 3 clusters Score -5534169 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5534300.500000 Penalty: 1040.447876
	Iteration 14Q: 3 clusters Score -5534300 nChanged 808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5534436 nChanged 795
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5534513 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5534664 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5534826 nChanged 839
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5534974 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5535185 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5535308 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5535458 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5535694 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5535900 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5536088 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5536342 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5536583 nChanged 1095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5536872 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5537140 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5537448 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5537666 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5537943 nChanged 929
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Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5538157 nChanged 894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5538359 nChanged 867
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Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5538602 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5538776 nChanged 778
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Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5538896 nChanged 770
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Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5539054 nChanged 773
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Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5539247 nChanged 783
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Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5539448 nChanged 754
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Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5539604 nChanged 716
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Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5539800 nChanged 693
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Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5539920 nChanged 685
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Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5540040 nChanged 671
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Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5540136 nChanged 669
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Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 60188 members 
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	Iteration 46Q: 3 clusters Score -5540224 nChanged 669
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Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5540362 nChanged 687
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Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 61530 members 
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	Iteration 48Q: 3 clusters Score -5540484 nChanged 627
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Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 62157 members 
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	Iteration 49Q: 3 clusters Score -5540586 nChanged 629
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Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5540644 nChanged 594
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Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5540722 nChanged 595
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Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5540792 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5540884 nChanged 633
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Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5540959 nChanged 577
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Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 65806 members 
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	Iteration 55Q: 3 clusters Score -5541044 nChanged 582
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Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 66388 members 
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	Iteration 56Q: 3 clusters Score -5541108 nChanged 570
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Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 66958 members 
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	Iteration 57Q: 3 clusters Score -5541168 nChanged 584
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Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 67542 members 
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	Iteration 58Q: 3 clusters Score -5541240 nChanged 535
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	Iteration 59Q: 3 clusters Score -5541300 nChanged 572
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Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 68649 members 
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	Iteration 60F: 3 clusters Score -5541378 nChanged 524
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Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 69173 members 
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	Iteration 61Q: 3 clusters Score -5541435 nChanged 536
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Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5541481 nChanged 555
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Mstep: Class 1 contains 22100 members 
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	Iteration 63Q: 3 clusters Score -5541535 nChanged 562
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Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 70826 members 
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	Iteration 64Q: 3 clusters Score -5541597 nChanged 568
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Mstep: Class 1 contains 20970 members 
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	Iteration 65Q: 3 clusters Score -5541640 nChanged 563
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Mstep: Class 2 contains 71957 members 
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	Iteration 66Q: 3 clusters Score -5541698 nChanged 572
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Mstep: Class 1 contains 19835 members 
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	Iteration 67Q: 3 clusters Score -5541818 nChanged 588
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	Iteration 68Q: 3 clusters Score -5541883 nChanged 552
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	Iteration 69Q: 3 clusters Score -5541942 nChanged 627
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	Iteration 70Q: 3 clusters Score -5542022 nChanged 630
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Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 74926 members 
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	Iteration 71Q: 3 clusters Score -5542130 nChanged 668
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	Iteration 72Q: 3 clusters Score -5542229 nChanged 705
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Mstep: Class 1 contains 16065 members 
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	Iteration 73Q: 3 clusters Score -5542348 nChanged 743
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Mstep: Class 1 contains 15322 members 
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	Iteration 74Q: 3 clusters Score -5542542 nChanged 801
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Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 77843 members 
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	Iteration 75Q: 3 clusters Score -5542726 nChanged 872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 78715 members 
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	Iteration 76Q: 3 clusters Score -5542905 nChanged 933
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79648 members 
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	Iteration 77Q: 3 clusters Score -5543137 nChanged 1037
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11679 members 
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	Iteration 78Q: 3 clusters Score -5543498 nChanged 1067
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Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5543823 nChanged 1138
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Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5544248 nChanged 1149
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Mstep: Class 1 contains 8325 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5544694 nChanged 1120
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Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5545202 nChanged 1072
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Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5545646 nChanged 1026
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Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 87257 members 
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	Iteration 84Q: 3 clusters Score -5546151 nChanged 944
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Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 88201 members 
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	Iteration 85Q: 3 clusters Score -5546663 nChanged 883
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Mstep: Class 1 contains 3280 members 
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	Iteration 86Q: 3 clusters Score -5547156 nChanged 784
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Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 89868 members 
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	Iteration 87Q: 3 clusters Score -5547639 nChanged 631
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Mstep: Class 1 contains 1865 members 
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	Iteration 88Q: 3 clusters Score -5547998 nChanged 502
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 91001 members 
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	Iteration 89Q: 3 clusters Score -5548302 nChanged 408
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Mstep: Class 2 contains 91409 members 
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	Iteration 90Q: 3 clusters Score -5548551 nChanged 288
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Mstep: Class 1 contains 667 members 
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	Iteration 91Q: 3 clusters Score -5548702 nChanged 193
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Mstep: Class 1 contains 474 members 
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	Iteration 92Q: 3 clusters Score -5548818 nChanged 128
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	Iteration 93Q: 3 clusters Score -5548890 nChanged 85
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	Iteration 94Q: 3 clusters Score -5548946 nChanged 66
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	Iteration 95Q: 3 clusters Score -5549003 nChanged 42
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Mstep: Class 2 contains 92199 members 
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	Iteration 96Q: 3 clusters Score -5549044 nChanged 25
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Mstep: Class 2 contains 92216 members 
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	Iteration 97Q: 3 clusters Score -5549061 nChanged 20
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	Iteration 98Q: 3 clusters Score -5549072 nChanged 12
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Mstep: Class 2 contains 92240 members 
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	Iteration 99Q: 3 clusters Score -5549082 nChanged 9
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Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5549086 nChanged 5
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Mstep: Class 2 contains 92246 members 
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	Iteration 101Q: 3 clusters Score -5549095 nChanged 3
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	Iteration 102Q: 3 clusters Score -5549100 nChanged 5
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	Iteration 103Q: 3 clusters Score -5549104 nChanged 4
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	Iteration 104Q: 3 clusters Score -5549108 nChanged 4
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	Iteration 105Q: 3 clusters Score -5549109 nChanged 1
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5549112 nChanged 2
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	Iteration 107Q: 3 clusters Score -5549108 nChanged 0
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Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -5549107.500000 Penalty: 1040.447876
	Iteration 108F: 3 clusters Score -5549108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -12714.318359 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -12714.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12437.791992 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12437.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12544.323242 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -12544.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12569.892578 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -12569.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12589.926758 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -12589.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12606.009766 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -12606.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12607.248047 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -12607.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12607.700195 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -12607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12607.700195 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -12607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7137.883301 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7137.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6876.019531 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -6876.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6936.254395 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -6936.254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6996.493652 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -6996.494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7015.052734 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -7015.053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7021.026367 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7021.026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7028.248047 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7028.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7031.063477 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -7031.063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7036.026367 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -7036.026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7040.869629 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -7040.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7043.738281 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -7043.738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7043.738281 Penalty: 457.173126
	Iteration 10F: 3 clusters Score -7043.738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -87275.671875 Penalty: 330.161530
	Iteration 0F: 2 clusters Score -87275.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -86228.601562 Penalty: 660.323059
	Iteration 0F: 3 clusters Score -86228.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -86514.484375 Penalty: 660.323059
	Iteration 1F: 3 clusters Score -86514.48 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -86567.648438 Penalty: 660.323059
	Iteration 2F: 3 clusters Score -86567.65 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86598.062500 Penalty: 660.323059
	Iteration 3F: 3 clusters Score -86598.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -86622.882812 Penalty: 660.323059
	Iteration 4Q: 3 clusters Score -86622.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -86651.179688 Penalty: 660.323059
	Iteration 5Q: 3 clusters Score -86651.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86687.914062 Penalty: 660.323059
	Iteration 6Q: 3 clusters Score -86687.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86718.218750 Penalty: 660.323059
	Iteration 7Q: 3 clusters Score -86718.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -86742.820312 Penalty: 660.323059
	Iteration 8Q: 3 clusters Score -86742.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -86776.437500 Penalty: 660.323059
	Iteration 9Q: 3 clusters Score -86776.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86818.304688 Penalty: 660.323059
	Iteration 10Q: 3 clusters Score -86818.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86854.632812 Penalty: 660.323059
	Iteration 11Q: 3 clusters Score -86854.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86881.890625 Penalty: 660.323059
	Iteration 12Q: 3 clusters Score -86881.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86904.289062 Penalty: 660.323059
	Iteration 13Q: 3 clusters Score -86904.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86919.781250 Penalty: 660.323059
	Iteration 14Q: 3 clusters Score -86919.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86930.648438 Penalty: 660.323059
	Iteration 15Q: 3 clusters Score -86930.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86937.265625 Penalty: 660.323059
	Iteration 16Q: 3 clusters Score -86937.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86941.031250 Penalty: 660.323059
	Iteration 17Q: 3 clusters Score -86941.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86942.367188 Penalty: 660.323059
	Iteration 18Q: 3 clusters Score -86942.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86943.734375 Penalty: 660.323059
	Iteration 19Q: 3 clusters Score -86943.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86944.296875 Penalty: 660.323059
	Iteration 20F: 3 clusters Score -86944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86946.695312 Penalty: 660.323059
	Iteration 21Q: 3 clusters Score -86946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -86948.257812 Penalty: 660.323059
	Iteration 22Q: 3 clusters Score -86948.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86949.132812 Penalty: 660.323059
	Iteration 23Q: 3 clusters Score -86949.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86949.421875 Penalty: 660.323059
	Iteration 24Q: 3 clusters Score -86949.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86949.421875 Penalty: 660.323059
	Iteration 25F: 3 clusters Score -86949.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -23884.726562 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -23884.73 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 211 members 
Entering Unmasked Estep 
Score: -23450.798828 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -23450.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23535.021484 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -23535.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23557.535156 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -23557.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23580.908203 Penalty: 544.995483
	Iteration 3Q: 3 clusters Score -23580.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23591.298828 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -23591.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23598.853516 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -23598.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23602.580078 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -23602.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23607.246094 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -23607.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23607.992188 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -23607.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23609.267578 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -23609.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23610.597656 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -23610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23610.832031 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -23610.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23610.832031 Penalty: 544.995483
	Iteration 12F: 3 clusters Score -23610.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -75510.437500 Penalty: 330.957275
	Iteration 0F: 2 clusters Score -75510.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74452.726562 Penalty: 661.914551
	Iteration 0F: 3 clusters Score -74452.73 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -74804.671875 Penalty: 661.914551
	Iteration 1F: 3 clusters Score -74804.67 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74860.171875 Penalty: 661.914551
	Iteration 2F: 3 clusters Score -74860.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -74895.640625 Penalty: 661.914551
	Iteration 3Q: 3 clusters Score -74895.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -74940.125000 Penalty: 661.914551
	Iteration 4Q: 3 clusters Score -74940.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -74999.523438 Penalty: 661.914551
	Iteration 5Q: 3 clusters Score -74999.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -75057.085938 Penalty: 661.914551
	Iteration 6Q: 3 clusters Score -75057.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -75117.187500 Penalty: 661.914551
	Iteration 7F: 3 clusters Score -75117.19 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -75190.109375 Penalty: 661.914551
	Iteration 8F: 3 clusters Score -75190.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -75246.453125 Penalty: 661.914551
	Iteration 9F: 3 clusters Score -75246.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -75302.945312 Penalty: 661.914551
	Iteration 10Q: 3 clusters Score -75302.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -75357.281250 Penalty: 661.914551
	Iteration 11Q: 3 clusters Score -75357.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -75386.718750 Penalty: 661.914551
	Iteration 12Q: 3 clusters Score -75386.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -75408.656250 Penalty: 661.914551
	Iteration 13Q: 3 clusters Score -75408.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -75418.679688 Penalty: 661.914551
	Iteration 14Q: 3 clusters Score -75418.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -75425.492188 Penalty: 661.914551
	Iteration 15Q: 3 clusters Score -75425.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -75429.671875 Penalty: 661.914551
	Iteration 16Q: 3 clusters Score -75429.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -75433.296875 Penalty: 661.914551
	Iteration 17Q: 3 clusters Score -75433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -75437.539062 Penalty: 661.914551
	Iteration 18Q: 3 clusters Score -75437.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -75440.359375 Penalty: 661.914551
	Iteration 19Q: 3 clusters Score -75440.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -75442.867188 Penalty: 661.914551
	Iteration 20F: 3 clusters Score -75442.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -75443.281250 Penalty: 661.914551
	Iteration 21Q: 3 clusters Score -75443.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -75443.523438 Penalty: 661.914551
	Iteration 22Q: 3 clusters Score -75443.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -75444.023438 Penalty: 661.914551
	Iteration 23Q: 3 clusters Score -75444.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -75444.492188 Penalty: 661.914551
	Iteration 24Q: 3 clusters Score -75444.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -75445.195312 Penalty: 661.914551
	Iteration 25Q: 3 clusters Score -75445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -75445.382812 Penalty: 661.914551
	Iteration 26Q: 3 clusters Score -75445.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -75445.382812 Penalty: 661.914551
	Iteration 27F: 3 clusters Score -75445.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 195187 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39264 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34506 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5850 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92364 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074314.000000 Penalty: 17048.580078
Iteration 399Q: 30 clusters Score -2.307431e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5719 members 
Mstep: Class 6 contains 195161 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39303 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34503 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92355 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074346.000000 Penalty: 17048.580078
Iteration 400F: 30 clusters Score -2.307435e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 195150 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39330 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34498 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92347 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074392.000000 Penalty: 17048.580078
Iteration 401Q: 30 clusters Score -2.307439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5716 members 
Mstep: Class 6 contains 195144 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1605 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39362 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34494 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5858 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92332 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074332.000000 Penalty: 17048.580078
Iteration 402Q: 30 clusters Score -2.307433e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5712 members 
Mstep: Class 6 contains 195151 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1602 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39377 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34491 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5862 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92321 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074370.000000 Penalty: 17048.580078
Iteration 403Q: 30 clusters Score -2.307437e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 195153 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39405 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34485 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5863 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92305 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1415 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074348.000000 Penalty: 17048.580078
Iteration 404Q: 30 clusters Score -2.307435e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 195145 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 39445 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34483 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92282 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074354.000000 Penalty: 17048.580078
Iteration 405Q: 30 clusters Score -2.307435e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 39481 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34483 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92264 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074380.000000 Penalty: 17048.580078
Iteration 406Q: 30 clusters Score -2.307438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 195119 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 39509 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34482 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92248 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074384.000000 Penalty: 17048.580078
Iteration 407Q: 30 clusters Score -2.307438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 195112 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 39534 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34485 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074406.000000 Penalty: 17048.580078
Iteration 408Q: 30 clusters Score -2.307441e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 195106 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 39565 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34485 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074414.000000 Penalty: 17048.580078
Iteration 409Q: 30 clusters Score -2.307441e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195097 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 39595 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34481 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5869 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92202 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1411 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074434.000000 Penalty: 17048.580078
Iteration 410Q: 30 clusters Score -2.307443e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195091 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 39618 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92186 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1411 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074438.000000 Penalty: 17048.580078
Iteration 411Q: 30 clusters Score -2.307444e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195082 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34481 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92172 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074434.000000 Penalty: 17048.580078
Iteration 412Q: 30 clusters Score -2.307443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195071 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39664 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34481 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92163 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1405 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074470.000000 Penalty: 17048.580078
Iteration 413Q: 30 clusters Score -2.307447e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195068 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39679 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92159 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1400 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074428.000000 Penalty: 17048.580078
Iteration 414Q: 30 clusters Score -2.307443e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195072 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39700 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34479 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92139 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1396 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074434.000000 Penalty: 17048.580078
Iteration 415Q: 30 clusters Score -2.307443e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195075 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39720 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92120 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1391 members 
Mstep: Class 28 contains 400 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074440.000000 Penalty: 17048.580078
Iteration 416Q: 30 clusters Score -2.307444e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195084 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39737 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34479 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92099 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074456.000000 Penalty: 17048.580078
Iteration 417Q: 30 clusters Score -2.307446e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195091 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39752 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92082 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1381 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074426.000000 Penalty: 17048.580078
Iteration 418Q: 30 clusters Score -2.307443e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195087 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39777 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92062 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074400.000000 Penalty: 17048.580078
Iteration 419Q: 30 clusters Score -2.30744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195093 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39796 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92037 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 420F: 30 clusters Score -2.307439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195098 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39809 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34479 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92020 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074384.000000 Penalty: 17048.580078
Iteration 421Q: 30 clusters Score -2.307438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 195101 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39826 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34477 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 92004 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074382.000000 Penalty: 17048.580078
Iteration 422Q: 30 clusters Score -2.307438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 195108 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 39837 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34476 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91988 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074382.000000 Penalty: 17048.580078
Iteration 423Q: 30 clusters Score -2.307438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 195119 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 39847 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34478 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91974 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074334.000000 Penalty: 17048.580078
Iteration 424Q: 30 clusters Score -2.307433e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 195129 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 39854 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34477 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91958 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074338.000000 Penalty: 17048.580078
Iteration 425Q: 30 clusters Score -2.307434e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 6 contains 195130 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39863 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34474 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91954 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074348.000000 Penalty: 17048.580078
Iteration 426Q: 30 clusters Score -2.307435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 195134 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39872 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34472 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91949 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074364.000000 Penalty: 17048.580078
Iteration 427Q: 30 clusters Score -2.307436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5706 members 
Mstep: Class 6 contains 195137 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39877 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34472 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91945 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074352.000000 Penalty: 17048.580078
Iteration 428Q: 30 clusters Score -2.307435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 195148 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 39886 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34469 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91937 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074354.000000 Penalty: 17048.580078
Iteration 429Q: 30 clusters Score -2.307435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5695 members 
Mstep: Class 6 contains 195154 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 39893 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34474 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91932 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074348.000000 Penalty: 17048.580078
Iteration 430Q: 30 clusters Score -2.307435e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5686 members 
Mstep: Class 6 contains 195163 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 12 contains 39901 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34476 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91924 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074364.000000 Penalty: 17048.580078
Iteration 431Q: 30 clusters Score -2.307436e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 195173 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 12 contains 39908 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34482 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91914 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 432Q: 30 clusters Score -2.307439e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 195187 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2480 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 39915 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34483 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91906 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074358.000000 Penalty: 17048.580078
Iteration 433Q: 30 clusters Score -2.307436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 195207 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 39921 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34484 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91892 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074364.000000 Penalty: 17048.580078
Iteration 434Q: 30 clusters Score -2.307436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 195223 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 39928 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34481 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91887 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1379 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074368.000000 Penalty: 17048.580078
Iteration 435Q: 30 clusters Score -2.307437e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 195237 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 39932 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34479 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91881 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074358.000000 Penalty: 17048.580078
Iteration 436Q: 30 clusters Score -2.307436e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 195256 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 39937 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34479 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91868 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074352.000000 Penalty: 17048.580078
Iteration 437Q: 30 clusters Score -2.307435e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 195265 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 39946 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34479 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91858 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074374.000000 Penalty: 17048.580078
Iteration 438Q: 30 clusters Score -2.307437e+07 nChanged 35
Entering ConstructFrom: 
Score: -23074374.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -53523.542969 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -53523.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52752.605469 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -52752.61 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -52941.234375 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -52941.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52972.976562 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -52972.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52997.734375 Penalty: 624.415771
	Iteration 3Q: 3 clusters Score -52997.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53019.539062 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -53019.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53029.738281 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -53029.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -53039.101562 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -53039.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53053.738281 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -53053.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53065.667969 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -53065.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -53073.691406 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -53073.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -53083.230469 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -53083.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -53091.019531 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -53091.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -53094.296875 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -53094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -53095.878906 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -53095.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53099.054688 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -53099.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -53103.332031 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -53103.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -53107.296875 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -53107.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -53115.863281 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -53115.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53125.382812 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -53125.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53136.792969 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -53136.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53157.808594 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -53157.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -53169.925781 Penalty: 624.415771
	Iteration 21Q: 3 clusters Score -53169.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -53188.605469 Penalty: 624.415771
	Iteration 22Q: 3 clusters Score -53188.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53206.191406 Penalty: 624.415771
	Iteration 23Q: 3 clusters Score -53206.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -53211.417969 Penalty: 624.415771
	Iteration 24Q: 3 clusters Score -53211.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -53214.769531 Penalty: 624.415771
	Iteration 25Q: 3 clusters Score -53214.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -53217.023438 Penalty: 624.415771
	Iteration 26Q: 3 clusters Score -53217.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -53218.812500 Penalty: 624.415771
	Iteration 27Q: 3 clusters Score -53218.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -53222.500000 Penalty: 624.415771
	Iteration 28Q: 3 clusters Score -53222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -53229.117188 Penalty: 624.415771
	Iteration 29Q: 3 clusters Score -53229.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -53237.675781 Penalty: 624.415771
	Iteration 30Q: 3 clusters Score -53237.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -53245.410156 Penalty: 624.415771
	Iteration 31Q: 3 clusters Score -53245.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -53257.636719 Penalty: 624.415771
	Iteration 32Q: 3 clusters Score -53257.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -53260.992188 Penalty: 624.415771
	Iteration 33Q: 3 clusters Score -53260.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -53262.097656 Penalty: 624.415771
	Iteration 34Q: 3 clusters Score -53262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -53262.097656 Penalty: 624.415771
	Iteration 35F: 3 clusters Score -53262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -66446.468750 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66446.47 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -66716.671875 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66716.67 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -66782.585938 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66782.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -66833.062500 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -66833.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -66880.421875 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66880.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -66929.031250 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66929.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -66957.648438 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66957.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -66974.859375 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66974.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -66987.929688 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66987.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -66991.968750 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -66991.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -66998.382812 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -66998.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -67002.625000 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -67002.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -67006.601562 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -67006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -67012.890625 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -67012.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -67021.203125 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -67021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -67032.882812 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -67032.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -67041.507812 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -67041.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -67051.687500 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -67051.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -67054.882812 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -67054.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -67056.117188 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -67056.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -67057.578125 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -67057.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -67059.992188 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -67059.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -67063.148438 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -67063.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -67064.367188 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -67064.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -67065.445312 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -67065.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -67066.320312 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -67066.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -67066.437500 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -67066.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -67066.437500 Penalty: 644.588318
	Iteration 27F: 3 clusters Score -67066.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -7891.905273 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -7891.905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7738.806641 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7738.807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7880.774902 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7880.775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7896.335449 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7896.335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7901.979980 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -7901.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7909.386230 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7909.386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7911.305176 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7911.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7912.087402 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -7912.087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7912.087402 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -7912.087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 123 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 195277 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 39954 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34475 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91849 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Mstep: Class 30 contains 49 members 
Entering Unmasked Estep 
Score: -23074040.000000 Penalty: 17636.460938
Splitting cluster 3 changes total score from -23074374.000000 to -23074040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -82699.632812 Penalty: 331.770355
	Iteration 0F: 2 clusters Score -82699.63 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 720 members 
Entering Unmasked Estep 
Score: -81605.773438 Penalty: 663.540710
	Iteration 0F: 3 clusters Score -81605.77 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -81917.828125 Penalty: 663.540710
	Iteration 1F: 3 clusters Score -81917.83 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81983.453125 Penalty: 663.540710
	Iteration 2F: 3 clusters Score -81983.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82044.156250 Penalty: 663.540710
	Iteration 3F: 3 clusters Score -82044.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82103.445312 Penalty: 663.540710
	Iteration 4F: 3 clusters Score -82103.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82159.757812 Penalty: 663.540710
	Iteration 5Q: 3 clusters Score -82159.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82230.843750 Penalty: 663.540710
	Iteration 6F: 3 clusters Score -82230.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82301.656250 Penalty: 663.540710
	Iteration 7Q: 3 clusters Score -82301.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -82355.671875 Penalty: 663.540710
	Iteration 8Q: 3 clusters Score -82355.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -82402.562500 Penalty: 663.540710
	Iteration 9Q: 3 clusters Score -82402.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -82432.687500 Penalty: 663.540710
	Iteration 10Q: 3 clusters Score -82432.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -82448.898438 Penalty: 663.540710
	Iteration 11Q: 3 clusters Score -82448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -82456.046875 Penalty: 663.540710
	Iteration 12Q: 3 clusters Score -82456.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -82459.515625 Penalty: 663.540710
	Iteration 13Q: 3 clusters Score -82459.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -82466.875000 Penalty: 663.540710
	Iteration 14Q: 3 clusters Score -82466.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -82468.765625 Penalty: 663.540710
	Iteration 15Q: 3 clusters Score -82468.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -82469.218750 Penalty: 663.540710
	Iteration 16Q: 3 clusters Score -82469.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -82469.218750 Penalty: 663.540710
	Iteration 17F: 3 clusters Score -82469.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -326133.656250 Penalty: 392.745575
	Iteration 0F: 2 clusters Score -326133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -322324.218750 Penalty: 785.491150
	Iteration 0F: 3 clusters Score -322324.2 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -323877.468750 Penalty: 785.491150
	Iteration 1F: 3 clusters Score -323877.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -324097.375000 Penalty: 785.491150
	Iteration 2F: 3 clusters Score -324097.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -324367.531250 Penalty: 785.491150
	Iteration 3F: 3 clusters Score -324367.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -324645.843750 Penalty: 785.491150
	Iteration 4F: 3 clusters Score -324645.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -324954.531250 Penalty: 785.491150
	Iteration 5F: 3 clusters Score -324954.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -325186.218750 Penalty: 785.491150
	Iteration 6F: 3 clusters Score -325186.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -325358.843750 Penalty: 785.491150
	Iteration 7Q: 3 clusters Score -325358.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -325444.343750 Penalty: 785.491150
	Iteration 8Q: 3 clusters Score -325444.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -325501.187500 Penalty: 785.491150
	Iteration 9Q: 3 clusters Score -325501.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -325552.875000 Penalty: 785.491150
	Iteration 10Q: 3 clusters Score -325552.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -325591.031250 Penalty: 785.491150
	Iteration 11Q: 3 clusters Score -325591 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -325618.562500 Penalty: 785.491150
	Iteration 12Q: 3 clusters Score -325618.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -325642.125000 Penalty: 785.491150
	Iteration 13Q: 3 clusters Score -325642.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -325666.000000 Penalty: 785.491150
	Iteration 14Q: 3 clusters Score -325666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -325679.625000 Penalty: 785.491150
	Iteration 15Q: 3 clusters Score -325679.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -325689.437500 Penalty: 785.491150
	Iteration 16Q: 3 clusters Score -325689.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -325697.250000 Penalty: 785.491150
	Iteration 17Q: 3 clusters Score -325697.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -325707.625000 Penalty: 785.491150
	Iteration 18Q: 3 clusters Score -325707.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -325717.750000 Penalty: 785.491150
	Iteration 19Q: 3 clusters Score -325717.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -325724.187500 Penalty: 785.491150
	Iteration 20F: 3 clusters Score -325724.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -325733.656250 Penalty: 785.491150
	Iteration 21Q: 3 clusters Score -325733.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -325743.062500 Penalty: 785.491150
	Iteration 22Q: 3 clusters Score -325743.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -325751.375000 Penalty: 785.491150
	Iteration 23Q: 3 clusters Score -325751.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -325757.875000 Penalty: 785.491150
	Iteration 24Q: 3 clusters Score -325757.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -325766.750000 Penalty: 785.491150
	Iteration 25Q: 3 clusters Score -325766.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -325778.687500 Penalty: 785.491150
	Iteration 26Q: 3 clusters Score -325778.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -325792.187500 Penalty: 785.491150
	Iteration 27Q: 3 clusters Score -325792.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -325815.437500 Penalty: 785.491150
	Iteration 28Q: 3 clusters Score -325815.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -325840.375000 Penalty: 785.491150
	Iteration 29Q: 3 clusters Score -325840.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -325853.062500 Penalty: 785.491150
	Iteration 30Q: 3 clusters Score -325853.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -325866.000000 Penalty: 785.491150
	Iteration 31Q: 3 clusters Score -325866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -325877.343750 Penalty: 785.491150
	Iteration 32Q: 3 clusters Score -325877.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -325882.000000 Penalty: 785.491150
	Iteration 33Q: 3 clusters Score -325882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -325884.156250 Penalty: 785.491150
	Iteration 34Q: 3 clusters Score -325884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -325886.031250 Penalty: 785.491150
	Iteration 35Q: 3 clusters Score -325886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -325886.000000 Penalty: 785.491150
	Iteration 36Q: 3 clusters Score -325886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -325886.500000 Penalty: 785.491150
	Iteration 37Q: 3 clusters Score -325886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -325886.500000 Penalty: 785.491150
	Iteration 38F: 3 clusters Score -325886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195277 members 
Entering Unmasked Estep 
Score: -11368508.000000 Penalty: 554.288940
	Iteration 0F: 2 clusters Score -1.136851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -11244925.000000 Penalty: 1108.577881
	Iteration 0F: 3 clusters Score -1.124492e+07 nChanged 96185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -11304584.000000 Penalty: 1108.577881
	Iteration 1F: 3 clusters Score -1.130458e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -11308065.000000 Penalty: 1108.577881
	Iteration 2Q: 3 clusters Score -1.130806e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -11312854.000000 Penalty: 1108.577881
	Iteration 3Q: 3 clusters Score -1.131285e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -11319270.000000 Penalty: 1108.577881
	Iteration 4F: 3 clusters Score -1.131927e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 110187 members 
Entering Unmasked Estep 
Score: -11327272.000000 Penalty: 1108.577881
	Iteration 5F: 3 clusters Score -1.132727e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 112393 members 
Entering Unmasked Estep 
Score: -11335797.000000 Penalty: 1108.577881
	Iteration 6F: 3 clusters Score -1.13358e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -11341492.000000 Penalty: 1108.577881
	Iteration 7F: 3 clusters Score -1.134149e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 115380 members 
Entering Unmasked Estep 
Score: -11343703.000000 Penalty: 1108.577881
	Iteration 8Q: 3 clusters Score -1.13437e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -11344414.000000 Penalty: 1108.577881
	Iteration 9Q: 3 clusters Score -1.134441e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 118193 members 
Entering Unmasked Estep 
Score: -11344806.000000 Penalty: 1108.577881
	Iteration 10Q: 3 clusters Score -1.134481e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -11345200.000000 Penalty: 1108.577881
	Iteration 11Q: 3 clusters Score -1.13452e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
Score: -11345533.000000 Penalty: 1108.577881
	Iteration 12Q: 3 clusters Score -1.134553e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 123348 members 
Entering Unmasked Estep 
Score: -11345867.000000 Penalty: 1108.577881
	Iteration 13Q: 3 clusters Score -1.134587e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 125311 members 
Entering Unmasked Estep 
Score: -11346161.000000 Penalty: 1108.577881
	Iteration 14Q: 3 clusters Score -1.134616e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -11346327.000000 Penalty: 1108.577881
	Iteration 15Q: 3 clusters Score -1.134633e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 129458 members 
Entering Unmasked Estep 
Score: -11346604.000000 Penalty: 1108.577881
	Iteration 16Q: 3 clusters Score -1.13466e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 131571 members 
Entering Unmasked Estep 
Score: -11346786.000000 Penalty: 1108.577881
	Iteration 17Q: 3 clusters Score -1.134679e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -11346975.000000 Penalty: 1108.577881
	Iteration 18Q: 3 clusters Score -1.134698e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 135454 members 
Entering Unmasked Estep 
Score: -11347178.000000 Penalty: 1108.577881
	Iteration 19Q: 3 clusters Score -1.134718e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 137304 members 
Entering Unmasked Estep 
Score: -11347395.000000 Penalty: 1108.577881
	Iteration 20F: 3 clusters Score -1.13474e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 139137 members 
Entering Unmasked Estep 
Score: -11347448.000000 Penalty: 1108.577881
	Iteration 21Q: 3 clusters Score -1.134745e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 140882 members 
Entering Unmasked Estep 
Score: -11347437.000000 Penalty: 1108.577881
	Iteration 22Q: 3 clusters Score -1.134744e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 142552 members 
Entering Unmasked Estep 
Score: -11347492.000000 Penalty: 1108.577881
	Iteration 23Q: 3 clusters Score -1.134749e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -11347586.000000 Penalty: 1108.577881
	Iteration 24Q: 3 clusters Score -1.134759e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -11347612.000000 Penalty: 1108.577881
	Iteration 25Q: 3 clusters Score -1.134761e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -11347501.000000 Penalty: 1108.577881
	Iteration 26Q: 3 clusters Score -1.13475e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 148554 members 
Entering Unmasked Estep 
Score: -11347541.000000 Penalty: 1108.577881
	Iteration 27Q: 3 clusters Score -1.134754e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 149894 members 
Entering Unmasked Estep 
Score: -11347648.000000 Penalty: 1108.577881
	Iteration 28Q: 3 clusters Score -1.134765e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 151190 members 
Entering Unmasked Estep 
Score: -11347612.000000 Penalty: 1108.577881
	Iteration 29Q: 3 clusters Score -1.134761e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 152451 members 
Entering Unmasked Estep 
Score: -11347705.000000 Penalty: 1108.577881
	Iteration 30Q: 3 clusters Score -1.13477e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -11347734.000000 Penalty: 1108.577881
	Iteration 31Q: 3 clusters Score -1.134773e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -11347713.000000 Penalty: 1108.577881
	Iteration 32Q: 3 clusters Score -1.134771e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 156312 members 
Entering Unmasked Estep 
Score: -11348025.000000 Penalty: 1108.577881
	Iteration 33Q: 3 clusters Score -1.134802e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 157612 members 
Entering Unmasked Estep 
Score: -11348148.000000 Penalty: 1108.577881
	Iteration 34Q: 3 clusters Score -1.134815e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -11348314.000000 Penalty: 1108.577881
	Iteration 35Q: 3 clusters Score -1.134831e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 160102 members 
Entering Unmasked Estep 
Score: -11348516.000000 Penalty: 1108.577881
	Iteration 36Q: 3 clusters Score -1.134852e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -11348756.000000 Penalty: 1108.577881
	Iteration 37Q: 3 clusters Score -1.134876e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 162527 members 
Entering Unmasked Estep 
Score: -11348984.000000 Penalty: 1108.577881
	Iteration 38Q: 3 clusters Score -1.134898e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -11349238.000000 Penalty: 1108.577881
	Iteration 39Q: 3 clusters Score -1.134924e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -11349565.000000 Penalty: 1108.577881
	Iteration 40F: 3 clusters Score -1.134956e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 166305 members 
Entering Unmasked Estep 
Score: -11349879.000000 Penalty: 1108.577881
	Iteration 41Q: 3 clusters Score -1.134988e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -11350277.000000 Penalty: 1108.577881
	Iteration 42Q: 3 clusters Score -1.135028e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -11350555.000000 Penalty: 1108.577881
	Iteration 43Q: 3 clusters Score -1.135056e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -11351221.000000 Penalty: 1108.577881
	Iteration 44Q: 3 clusters Score -1.135122e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -11351699.000000 Penalty: 1108.577881
	Iteration 45Q: 3 clusters Score -1.13517e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 173040 members 
Entering Unmasked Estep 
Score: -11352342.000000 Penalty: 1108.577881
	Iteration 46Q: 3 clusters Score -1.135234e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 174523 members 
Entering Unmasked Estep 
Score: -11352897.000000 Penalty: 1108.577881
	Iteration 47Q: 3 clusters Score -1.13529e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 176086 members 
Entering Unmasked Estep 
Score: -11353644.000000 Penalty: 1108.577881
	Iteration 48Q: 3 clusters Score -1.135364e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -11354618.000000 Penalty: 1108.577881
	Iteration 49Q: 3 clusters Score -1.135462e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 179227 members 
Entering Unmasked Estep 
Score: -11355464.000000 Penalty: 1108.577881
	Iteration 50Q: 3 clusters Score -1.135546e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 180748 members 
Entering Unmasked Estep 
Score: -11356429.000000 Penalty: 1108.577881
	Iteration 51Q: 3 clusters Score -1.135643e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 182279 members 
Entering Unmasked Estep 
Score: -11357284.000000 Penalty: 1108.577881
	Iteration 52Q: 3 clusters Score -1.135728e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 183830 members 
Entering Unmasked Estep 
Score: -11358323.000000 Penalty: 1108.577881
	Iteration 53Q: 3 clusters Score -1.135832e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 185355 members 
Entering Unmasked Estep 
Score: -11359436.000000 Penalty: 1108.577881
	Iteration 54Q: 3 clusters Score -1.135944e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 186780 members 
Entering Unmasked Estep 
Score: -11360542.000000 Penalty: 1108.577881
	Iteration 55Q: 3 clusters Score -1.136054e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 188132 members 
Entering Unmasked Estep 
Score: -11361673.000000 Penalty: 1108.577881
	Iteration 56Q: 3 clusters Score -1.136167e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 189419 members 
Entering Unmasked Estep 
Score: -11362838.000000 Penalty: 1108.577881
	Iteration 57Q: 3 clusters Score -1.136284e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 190549 members 
Entering Unmasked Estep 
Score: -11363781.000000 Penalty: 1108.577881
	Iteration 58Q: 3 clusters Score -1.136378e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 191540 members 
Entering Unmasked Estep 
Score: -11364606.000000 Penalty: 1108.577881
	Iteration 59Q: 3 clusters Score -1.136461e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 192340 members 
Entering Unmasked Estep 
Score: -11365369.000000 Penalty: 1108.577881
	Iteration 60F: 3 clusters Score -1.136537e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -11365956.000000 Penalty: 1108.577881
	Iteration 61Q: 3 clusters Score -1.136596e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 193418 members 
Entering Unmasked Estep 
Score: -11366430.000000 Penalty: 1108.577881
	Iteration 62Q: 3 clusters Score -1.136643e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 193806 members 
Entering Unmasked Estep 
Score: -11366773.000000 Penalty: 1108.577881
	Iteration 63Q: 3 clusters Score -1.136677e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 194109 members 
Entering Unmasked Estep 
Score: -11367124.000000 Penalty: 1108.577881
	Iteration 64Q: 3 clusters Score -1.136712e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 194317 members 
Entering Unmasked Estep 
Score: -11367327.000000 Penalty: 1108.577881
	Iteration 65Q: 3 clusters Score -1.136733e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -11367472.000000 Penalty: 1108.577881
	Iteration 66Q: 3 clusters Score -1.136747e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 194599 members 
Entering Unmasked Estep 
Score: -11367629.000000 Penalty: 1108.577881
	Iteration 67Q: 3 clusters Score -1.136763e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 194684 members 
Entering Unmasked Estep 
Score: -11367678.000000 Penalty: 1108.577881
	Iteration 68Q: 3 clusters Score -1.136768e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 194740 members 
Entering Unmasked Estep 
Score: -11367728.000000 Penalty: 1108.577881
	Iteration 69Q: 3 clusters Score -1.136773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 194791 members 
Entering Unmasked Estep 
Score: -11367791.000000 Penalty: 1108.577881
	Iteration 70Q: 3 clusters Score -1.136779e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 194833 members 
Entering Unmasked Estep 
Score: -11367822.000000 Penalty: 1108.577881
	Iteration 71Q: 3 clusters Score -1.136782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
Score: -11367842.000000 Penalty: 1108.577881
	Iteration 72Q: 3 clusters Score -1.136784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 194886 members 
Entering Unmasked Estep 
Score: -11367866.000000 Penalty: 1108.577881
	Iteration 73Q: 3 clusters Score -1.136787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 194902 members 
Entering Unmasked Estep 
Score: -11367882.000000 Penalty: 1108.577881
	Iteration 74Q: 3 clusters Score -1.136788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 194915 members 
Entering Unmasked Estep 
Score: -11367901.000000 Penalty: 1108.577881
	Iteration 75Q: 3 clusters Score -1.13679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 194926 members 
Entering Unmasked Estep 
Score: -11367890.000000 Penalty: 1108.577881
	Iteration 76Q: 3 clusters Score -1.136789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 194936 members 
Entering Unmasked Estep 
Score: -11367916.000000 Penalty: 1108.577881
	Iteration 77Q: 3 clusters Score -1.136792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -11367928.000000 Penalty: 1108.577881
	Iteration 78Q: 3 clusters Score -1.136793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 194959 members 
Entering Unmasked Estep 
Score: -11367947.000000 Penalty: 1108.577881
	Iteration 79Q: 3 clusters Score -1.136795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 194966 members 
Entering Unmasked Estep 
Score: -11367970.000000 Penalty: 1108.577881
	Iteration 80F: 3 clusters Score -1.136797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194972 members 
Entering Unmasked Estep 
Score: -11367979.000000 Penalty: 1108.577881
	Iteration 81Q: 3 clusters Score -1.136798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 194976 members 
Entering Unmasked Estep 
Score: -11367982.000000 Penalty: 1108.577881
	Iteration 82Q: 3 clusters Score -1.136798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 194979 members 
Entering Unmasked Estep 
Score: -11367969.000000 Penalty: 1108.577881
	Iteration 83Q: 3 clusters Score -1.136797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 194980 members 
Entering Unmasked Estep 
Score: -11367971.000000 Penalty: 1108.577881
	Iteration 84Q: 3 clusters Score -1.136797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 194980 members 
Entering Unmasked Estep 
Score: -11367978.000000 Penalty: 1108.577881
	Iteration 85Q: 3 clusters Score -1.136798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194981 members 
Entering Unmasked Estep 
Score: -11367979.000000 Penalty: 1108.577881
	Iteration 86Q: 3 clusters Score -1.136798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 194982 members 
Entering Unmasked Estep 
Score: -11367968.000000 Penalty: 1108.577881
	Iteration 87Q: 3 clusters Score -1.136797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 194985 members 
Entering Unmasked Estep 
Score: -11367980.000000 Penalty: 1108.577881
	Iteration 88Q: 3 clusters Score -1.136798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194986 members 
Entering Unmasked Estep 
Score: -11367979.000000 Penalty: 1108.577881
	Iteration 89Q: 3 clusters Score -1.136798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194986 members 
Entering Unmasked Estep 
Score: -11367989.000000 Penalty: 1108.577881
	Iteration 90Q: 3 clusters Score -1.136799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 194988 members 
Entering Unmasked Estep 
Score: -11367992.000000 Penalty: 1108.577881
	Iteration 91Q: 3 clusters Score -1.136799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194992 members 
Entering Unmasked Estep 
Score: -11367994.000000 Penalty: 1108.577881
	Iteration 92Q: 3 clusters Score -1.136799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -11367984.000000 Penalty: 1108.577881
	Iteration 93Q: 3 clusters Score -1.136798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 194996 members 
Entering Unmasked Estep 
Score: -11367986.000000 Penalty: 1108.577881
	Iteration 94Q: 3 clusters Score -1.136799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -11367987.000000 Penalty: 1108.577881
	Iteration 95Q: 3 clusters Score -1.136799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 195000 members 
Entering Unmasked Estep 
Score: -11367990.000000 Penalty: 1108.577881
	Iteration 96Q: 3 clusters Score -1.136799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -11367997.000000 Penalty: 1108.577881
	Iteration 97Q: 3 clusters Score -1.1368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 195005 members 
Entering Unmasked Estep 
Score: -11367998.000000 Penalty: 1108.577881
	Iteration 98Q: 3 clusters Score -1.1368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 195008 members 
Entering Unmasked Estep 
Score: -11367998.000000 Penalty: 1108.577881
	Iteration 99Q: 3 clusters Score -1.1368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -11367990.000000 Penalty: 1108.577881
	Iteration 100F: 3 clusters Score -1.136799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195011 members 
Entering Unmasked Estep 
Score: -11367994.000000 Penalty: 1108.577881
	Iteration 101Q: 3 clusters Score -1.136799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 195013 members 
Entering Unmasked Estep 
Score: -11367994.000000 Penalty: 1108.577881
	Iteration 102Q: 3 clusters Score -1.136799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195017 members 
Entering Unmasked Estep 
Score: -11367994.000000 Penalty: 1108.577881
	Iteration 103Q: 3 clusters Score -1.136799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -11368008.000000 Penalty: 1108.577881
	Iteration 104Q: 3 clusters Score -1.136801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -11368000.000000 Penalty: 1108.577881
	Iteration 105Q: 3 clusters Score -1.1368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195028 members 
Entering Unmasked Estep 
Score: -11368013.000000 Penalty: 1108.577881
	Iteration 106Q: 3 clusters Score -1.136801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -11368012.000000 Penalty: 1108.577881
	Iteration 107Q: 3 clusters Score -1.136801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195035 members 
Entering Unmasked Estep 
Score: -11368017.000000 Penalty: 1108.577881
	Iteration 108Q: 3 clusters Score -1.136802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 195034 members 
Entering Unmasked Estep 
Score: -11368015.000000 Penalty: 1108.577881
	Iteration 109Q: 3 clusters Score -1.136802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 195034 members 
Entering Unmasked Estep 
Score: -11368015.000000 Penalty: 1108.577881
	Iteration 110F: 3 clusters Score -1.136802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -95847.054688 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -95847.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -94582.085938 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -94582.09 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -95008.140625 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -95008.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -95077.492188 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -95077.49 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -95152.781250 Penalty: 678.010132
	Iteration 3F: 3 clusters Score -95152.78 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -95232.601562 Penalty: 678.010132
	Iteration 4F: 3 clusters Score -95232.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -95330.328125 Penalty: 678.010132
	Iteration 5Q: 3 clusters Score -95330.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -95385.218750 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -95385.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -95415.164062 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -95415.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -95435.562500 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -95435.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -95452.273438 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -95452.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -95464.585938 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -95464.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -95474.656250 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -95474.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -95497.515625 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -95497.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -95529.492188 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -95529.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -95559.367188 Penalty: 678.010132
	Iteration 14Q: 3 clusters Score -95559.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -95575.546875 Penalty: 678.010132
	Iteration 15Q: 3 clusters Score -95575.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -95587.078125 Penalty: 678.010132
	Iteration 16Q: 3 clusters Score -95587.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -95590.281250 Penalty: 678.010132
	Iteration 17Q: 3 clusters Score -95590.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -95596.445312 Penalty: 678.010132
	Iteration 18Q: 3 clusters Score -95596.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -95605.257812 Penalty: 678.010132
	Iteration 19Q: 3 clusters Score -95605.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -95615.937500 Penalty: 678.010132
	Iteration 20F: 3 clusters Score -95615.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -95624.695312 Penalty: 678.010132
	Iteration 21Q: 3 clusters Score -95624.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -95630.671875 Penalty: 678.010132
	Iteration 22Q: 3 clusters Score -95630.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -95639.039062 Penalty: 678.010132
	Iteration 23Q: 3 clusters Score -95639.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -95648.304688 Penalty: 678.010132
	Iteration 24Q: 3 clusters Score -95648.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -95657.882812 Penalty: 678.010132
	Iteration 25Q: 3 clusters Score -95657.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -95665.304688 Penalty: 678.010132
	Iteration 26Q: 3 clusters Score -95665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -95668.500000 Penalty: 678.010132
	Iteration 27Q: 3 clusters Score -95668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -95669.226562 Penalty: 678.010132
	Iteration 28Q: 3 clusters Score -95669.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -95669.453125 Penalty: 678.010132
	Iteration 29Q: 3 clusters Score -95669.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -95670.289062 Penalty: 678.010132
	Iteration 30Q: 3 clusters Score -95670.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -95670.289062 Penalty: 678.010132
	Iteration 31F: 3 clusters Score -95670.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -99316.406250 Penalty: 335.288147
	Iteration 0F: 2 clusters Score -99316.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -98123.843750 Penalty: 670.576294
	Iteration 0F: 3 clusters Score -98123.84 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -98469.468750 Penalty: 670.576294
	Iteration 1F: 3 clusters Score -98469.47 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98517.101562 Penalty: 670.576294
	Iteration 2F: 3 clusters Score -98517.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -98555.125000 Penalty: 670.576294
	Iteration 3Q: 3 clusters Score -98555.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -98588.632812 Penalty: 670.576294
	Iteration 4Q: 3 clusters Score -98588.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98615.109375 Penalty: 670.576294
	Iteration 5Q: 3 clusters Score -98615.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98643.648438 Penalty: 670.576294
	Iteration 6Q: 3 clusters Score -98643.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98667.351562 Penalty: 670.576294
	Iteration 7Q: 3 clusters Score -98667.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98694.070312 Penalty: 670.576294
	Iteration 8Q: 3 clusters Score -98694.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98738.320312 Penalty: 670.576294
	Iteration 9Q: 3 clusters Score -98738.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98789.812500 Penalty: 670.576294
	Iteration 10Q: 3 clusters Score -98789.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98835.765625 Penalty: 670.576294
	Iteration 11Q: 3 clusters Score -98835.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98874.726562 Penalty: 670.576294
	Iteration 12Q: 3 clusters Score -98874.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98901.375000 Penalty: 670.576294
	Iteration 13Q: 3 clusters Score -98901.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98915.875000 Penalty: 670.576294
	Iteration 14Q: 3 clusters Score -98915.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98924.062500 Penalty: 670.576294
	Iteration 15Q: 3 clusters Score -98924.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -98934.320312 Penalty: 670.576294
	Iteration 16Q: 3 clusters Score -98934.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98945.984375 Penalty: 670.576294
	Iteration 17Q: 3 clusters Score -98945.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98959.320312 Penalty: 670.576294
	Iteration 18Q: 3 clusters Score -98959.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -98976.476562 Penalty: 670.576294
	Iteration 19Q: 3 clusters Score -98976.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -98988.679688 Penalty: 670.576294
	Iteration 20F: 3 clusters Score -98988.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -98996.335938 Penalty: 670.576294
	Iteration 21Q: 3 clusters Score -98996.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98999.617188 Penalty: 670.576294
	Iteration 22Q: 3 clusters Score -98999.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -99001.101562 Penalty: 670.576294
	Iteration 23Q: 3 clusters Score -99001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -99003.281250 Penalty: 670.576294
	Iteration 24Q: 3 clusters Score -99003.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -99009.968750 Penalty: 670.576294
	Iteration 25Q: 3 clusters Score -99009.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -99013.757812 Penalty: 670.576294
	Iteration 26Q: 3 clusters Score -99013.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -99020.570312 Penalty: 670.576294
	Iteration 27Q: 3 clusters Score -99020.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -99026.851562 Penalty: 670.576294
	Iteration 28Q: 3 clusters Score -99026.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -99032.937500 Penalty: 670.576294
	Iteration 29Q: 3 clusters Score -99032.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -99034.562500 Penalty: 670.576294
	Iteration 30Q: 3 clusters Score -99034.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -99035.476562 Penalty: 670.576294
	Iteration 31Q: 3 clusters Score -99035.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -99035.476562 Penalty: 670.576294
	Iteration 32F: 3 clusters Score -99035.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -39741.902344 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -39741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39145.386719 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -39145.39 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39323.437500 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -39323.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39368.136719 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -39368.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39391.363281 Penalty: 592.162231
	Iteration 3Q: 3 clusters Score -39391.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39402.968750 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -39402.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39412.046875 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -39412.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39427.671875 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -39427.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39439.117188 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -39439.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39452.757812 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -39452.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39461.753906 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -39461.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39473.152344 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -39473.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39481.679688 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -39481.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39491.371094 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -39491.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39499.132812 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -39499.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39508.351562 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -39508.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39518.769531 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -39518.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39528.808594 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -39528.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39537.695312 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -39537.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39543.546875 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -39543.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39548.218750 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -39548.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39552.062500 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -39552.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39559.281250 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -39559.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39562.046875 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -39562.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39563.195312 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -39563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39569.574219 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -39569.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39576.968750 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -39576.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39579.605469 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -39579.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39583.121094 Penalty: 592.162231
	Iteration 27Q: 3 clusters Score -39583.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39584.960938 Penalty: 592.162231
	Iteration 28Q: 3 clusters Score -39584.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39586.296875 Penalty: 592.162231
	Iteration 29Q: 3 clusters Score -39586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39586.773438 Penalty: 592.162231
	Iteration 30Q: 3 clusters Score -39586.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39586.945312 Penalty: 592.162231
	Iteration 31Q: 3 clusters Score -39586.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39586.945312 Penalty: 592.162231
	Iteration 32F: 3 clusters Score -39586.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -139306.234375 Penalty: 355.518402
	Iteration 0F: 2 clusters Score -139306.2 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 1261 members 
Entering Unmasked Estep 
Score: -137549.546875 Penalty: 711.036804
	Iteration 0F: 3 clusters Score -137549.5 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -138101.781250 Penalty: 711.036804
	Iteration 1F: 3 clusters Score -138101.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -138205.421875 Penalty: 711.036804
	Iteration 2F: 3 clusters Score -138205.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -138315.484375 Penalty: 711.036804
	Iteration 3F: 3 clusters Score -138315.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -138447.015625 Penalty: 711.036804
	Iteration 4F: 3 clusters Score -138447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -138580.859375 Penalty: 711.036804
	Iteration 5F: 3 clusters Score -138580.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -138711.984375 Penalty: 711.036804
	Iteration 6F: 3 clusters Score -138712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -138806.234375 Penalty: 711.036804
	Iteration 7Q: 3 clusters Score -138806.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -138863.906250 Penalty: 711.036804
	Iteration 8Q: 3 clusters Score -138863.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -138897.328125 Penalty: 711.036804
	Iteration 9Q: 3 clusters Score -138897.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -138915.796875 Penalty: 711.036804
	Iteration 10Q: 3 clusters Score -138915.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -138932.125000 Penalty: 711.036804
	Iteration 11Q: 3 clusters Score -138932.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -138942.640625 Penalty: 711.036804
	Iteration 12Q: 3 clusters Score -138942.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -138949.093750 Penalty: 711.036804
	Iteration 13Q: 3 clusters Score -138949.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -138952.875000 Penalty: 711.036804
	Iteration 14Q: 3 clusters Score -138952.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -138954.843750 Penalty: 711.036804
	Iteration 15Q: 3 clusters Score -138954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -138955.890625 Penalty: 711.036804
	Iteration 16Q: 3 clusters Score -138955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -138956.250000 Penalty: 711.036804
	Iteration 17Q: 3 clusters Score -138956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -138956.406250 Penalty: 711.036804
	Iteration 18Q: 3 clusters Score -138956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -138956.921875 Penalty: 711.036804
	Iteration 19Q: 3 clusters Score -138956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -138957.343750 Penalty: 711.036804
	Iteration 20F: 3 clusters Score -138957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -138957.562500 Penalty: 711.036804
	Iteration 21Q: 3 clusters Score -138957.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -138957.562500 Penalty: 711.036804
	Iteration 22F: 3 clusters Score -138957.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -229245.546875 Penalty: 377.048218
	Iteration 0F: 2 clusters Score -229245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -226515.718750 Penalty: 754.096436
	Iteration 0F: 3 clusters Score -226515.7 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -227530.390625 Penalty: 754.096436
	Iteration 1F: 3 clusters Score -227530.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -227639.500000 Penalty: 754.096436
	Iteration 2F: 3 clusters Score -227639.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -227720.531250 Penalty: 754.096436
	Iteration 3Q: 3 clusters Score -227720.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -227828.125000 Penalty: 754.096436
	Iteration 4Q: 3 clusters Score -227828.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -227982.062500 Penalty: 754.096436
	Iteration 5F: 3 clusters Score -227982.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -228137.343750 Penalty: 754.096436
	Iteration 6F: 3 clusters Score -228137.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -228319.593750 Penalty: 754.096436
	Iteration 7F: 3 clusters Score -228319.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -228442.562500 Penalty: 754.096436
	Iteration 8Q: 3 clusters Score -228442.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -228507.140625 Penalty: 754.096436
	Iteration 9Q: 3 clusters Score -228507.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -228538.734375 Penalty: 754.096436
	Iteration 10Q: 3 clusters Score -228538.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -228563.718750 Penalty: 754.096436
	Iteration 11Q: 3 clusters Score -228563.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -228592.562500 Penalty: 754.096436
	Iteration 12Q: 3 clusters Score -228592.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228614.703125 Penalty: 754.096436
	Iteration 13Q: 3 clusters Score -228614.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -228640.906250 Penalty: 754.096436
	Iteration 14Q: 3 clusters Score -228640.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -228662.468750 Penalty: 754.096436
	Iteration 15Q: 3 clusters Score -228662.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -228678.015625 Penalty: 754.096436
	Iteration 16Q: 3 clusters Score -228678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -228690.593750 Penalty: 754.096436
	Iteration 17Q: 3 clusters Score -228690.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -228700.703125 Penalty: 754.096436
	Iteration 18Q: 3 clusters Score -228700.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -228709.359375 Penalty: 754.096436
	Iteration 19Q: 3 clusters Score -228709.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228722.343750 Penalty: 754.096436
	Iteration 20F: 3 clusters Score -228722.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228738.187500 Penalty: 754.096436
	Iteration 21Q: 3 clusters Score -228738.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228751.000000 Penalty: 754.096436
	Iteration 22Q: 3 clusters Score -228751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -228762.500000 Penalty: 754.096436
	Iteration 23Q: 3 clusters Score -228762.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -228770.781250 Penalty: 754.096436
	Iteration 24Q: 3 clusters Score -228770.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -228781.953125 Penalty: 754.096436
	Iteration 25Q: 3 clusters Score -228782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -228793.796875 Penalty: 754.096436
	Iteration 26Q: 3 clusters Score -228793.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -228810.000000 Penalty: 754.096436
	Iteration 27Q: 3 clusters Score -228810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -228819.109375 Penalty: 754.096436
	Iteration 28Q: 3 clusters Score -228819.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -228830.765625 Penalty: 754.096436
	Iteration 29Q: 3 clusters Score -228830.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -228844.718750 Penalty: 754.096436
	Iteration 30Q: 3 clusters Score -228844.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -228854.281250 Penalty: 754.096436
	Iteration 31Q: 3 clusters Score -228854.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -228864.703125 Penalty: 754.096436
	Iteration 32Q: 3 clusters Score -228864.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -228870.281250 Penalty: 754.096436
	Iteration 33Q: 3 clusters Score -228870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -228875.078125 Penalty: 754.096436
	Iteration 34Q: 3 clusters Score -228875.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -228879.437500 Penalty: 754.096436
	Iteration 35Q: 3 clusters Score -228879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -228885.546875 Penalty: 754.096436
	Iteration 36Q: 3 clusters Score -228885.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -228891.234375 Penalty: 754.096436
	Iteration 37Q: 3 clusters Score -228891.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -228899.171875 Penalty: 754.096436
	Iteration 38Q: 3 clusters Score -228899.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -228907.875000 Penalty: 754.096436
	Iteration 39Q: 3 clusters Score -228907.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -228913.140625 Penalty: 754.096436
	Iteration 40F: 3 clusters Score -228913.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -228917.906250 Penalty: 754.096436
	Iteration 41Q: 3 clusters Score -228917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -228923.062500 Penalty: 754.096436
	Iteration 42Q: 3 clusters Score -228923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -228925.109375 Penalty: 754.096436
	Iteration 43Q: 3 clusters Score -228925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228928.812500 Penalty: 754.096436
	Iteration 44Q: 3 clusters Score -228928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -228929.312500 Penalty: 754.096436
	Iteration 45Q: 3 clusters Score -228929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -228929.546875 Penalty: 754.096436
	Iteration 46Q: 3 clusters Score -228929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -228929.546875 Penalty: 754.096436
	Iteration 47F: 3 clusters Score -228929.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Entering Unmasked Estep 
Score: -2473575.250000 Penalty: 482.094513
	Iteration 0F: 2 clusters Score -2473575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2446933.500000 Penalty: 964.189026
	Iteration 0F: 3 clusters Score -2446934 nChanged 19260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2458438.750000 Penalty: 964.189026
	Iteration 1F: 3 clusters Score -2458439 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2459209.750000 Penalty: 964.189026
	Iteration 2Q: 3 clusters Score -2459210 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2460391.750000 Penalty: 964.189026
	Iteration 3F: 3 clusters Score -2460392 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2462228.750000 Penalty: 964.189026
	Iteration 4F: 3 clusters Score -2462229 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2464701.500000 Penalty: 964.189026
	Iteration 5F: 3 clusters Score -2464702 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2467305.500000 Penalty: 964.189026
	Iteration 6F: 3 clusters Score -2467306 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2469420.000000 Penalty: 964.189026
	Iteration 7F: 3 clusters Score -2469420 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2470701.000000 Penalty: 964.189026
	Iteration 8Q: 3 clusters Score -2470701 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2471372.500000 Penalty: 964.189026
	Iteration 9Q: 3 clusters Score -2471372 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2471766.250000 Penalty: 964.189026
	Iteration 10Q: 3 clusters Score -2471766 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2472052.000000 Penalty: 964.189026
	Iteration 11Q: 3 clusters Score -2472052 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2472299.500000 Penalty: 964.189026
	Iteration 12Q: 3 clusters Score -2472300 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2472512.000000 Penalty: 964.189026
	Iteration 13Q: 3 clusters Score -2472512 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2472682.250000 Penalty: 964.189026
	Iteration 14Q: 3 clusters Score -2472682 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2472798.750000 Penalty: 964.189026
	Iteration 15Q: 3 clusters Score -2472799 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2472891.000000 Penalty: 964.189026
	Iteration 16Q: 3 clusters Score -2472891 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2472957.750000 Penalty: 964.189026
	Iteration 17Q: 3 clusters Score -2472958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2473005.500000 Penalty: 964.189026
	Iteration 18Q: 3 clusters Score -2473006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2473052.750000 Penalty: 964.189026
	Iteration 19Q: 3 clusters Score -2473053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2473075.500000 Penalty: 964.189026
	Iteration 20F: 3 clusters Score -2473076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2473107.500000 Penalty: 964.189026
	Iteration 21Q: 3 clusters Score -2473108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2473128.250000 Penalty: 964.189026
	Iteration 22Q: 3 clusters Score -2473128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2473147.750000 Penalty: 964.189026
	Iteration 23Q: 3 clusters Score -2473148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2473173.250000 Penalty: 964.189026
	Iteration 24Q: 3 clusters Score -2473173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2473178.250000 Penalty: 964.189026
	Iteration 25Q: 3 clusters Score -2473178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2473185.750000 Penalty: 964.189026
	Iteration 26Q: 3 clusters Score -2473186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2473185.750000 Penalty: 964.189026
	Iteration 27Q: 3 clusters Score -2473186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2473189.750000 Penalty: 964.189026
	Iteration 28Q: 3 clusters Score -2473190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2473194.750000 Penalty: 964.189026
	Iteration 29Q: 3 clusters Score -2473195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2473198.250000 Penalty: 964.189026
	Iteration 30Q: 3 clusters Score -2473198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2473201.500000 Penalty: 964.189026
	Iteration 31Q: 3 clusters Score -2473202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2473203.250000 Penalty: 964.189026
	Iteration 32Q: 3 clusters Score -2473203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2473203.500000 Penalty: 964.189026
	Iteration 33Q: 3 clusters Score -2473204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2473202.500000 Penalty: 964.189026
	Iteration 34Q: 3 clusters Score -2473202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2473206.000000 Penalty: 964.189026
	Iteration 35Q: 3 clusters Score -2473206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2473210.000000 Penalty: 964.189026
	Iteration 36Q: 3 clusters Score -2473210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2473208.250000 Penalty: 964.189026
	Iteration 37Q: 3 clusters Score -2473208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2473208.750000 Penalty: 964.189026
	Iteration 38Q: 3 clusters Score -2473209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2473206.750000 Penalty: 964.189026
	Iteration 39Q: 3 clusters Score -2473207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2473206.750000 Penalty: 964.189026
	Iteration 40F: 3 clusters Score -2473207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11469.746094 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11469.75 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 107 members 
Entering Unmasked Estep 
Score: -11198.934570 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11198.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11282.512695 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11282.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11300.875000 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11300.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11305.563477 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -11305.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11305.563477 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -11305.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2187.034180 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2187.034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2226.468018 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2226.468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2237.692871 Penalty: 372.585358
	Iteration 2F: 3 clusters Score -2237.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2239.245117 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2239.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2239.913818 Penalty: 372.585358
	Iteration 4Q: 3 clusters Score -2239.914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2239.913818 Penalty: 372.585358
	Iteration 5F: 3 clusters Score -2239.914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Entering Unmasked Estep 
Score: -1923631.750000 Penalty: 475.383514
	Iteration 0F: 2 clusters Score -1923632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1900510.500000 Penalty: 950.767029
	Iteration 0F: 3 clusters Score -1900510 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1910213.375000 Penalty: 950.767029
	Iteration 1F: 3 clusters Score -1910213 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1910659.625000 Penalty: 950.767029
	Iteration 2Q: 3 clusters Score -1910660 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1911252.625000 Penalty: 950.767029
	Iteration 3Q: 3 clusters Score -1911253 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1912165.125000 Penalty: 950.767029
	Iteration 4Q: 3 clusters Score -1912165 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -1913485.000000 Penalty: 950.767029
	Iteration 5F: 3 clusters Score -1913485 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -1915142.500000 Penalty: 950.767029
	Iteration 6F: 3 clusters Score -1915142 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -1916840.500000 Penalty: 950.767029
	Iteration 7F: 3 clusters Score -1916840 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -1918067.000000 Penalty: 950.767029
	Iteration 8F: 3 clusters Score -1918067 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -1918807.625000 Penalty: 950.767029
	Iteration 9Q: 3 clusters Score -1918808 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -1919322.500000 Penalty: 950.767029
	Iteration 10Q: 3 clusters Score -1919322 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -1919777.000000 Penalty: 950.767029
	Iteration 11Q: 3 clusters Score -1919777 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -1920203.625000 Penalty: 950.767029
	Iteration 12Q: 3 clusters Score -1920204 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -1920646.375000 Penalty: 950.767029
	Iteration 13Q: 3 clusters Score -1920646 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -1921080.875000 Penalty: 950.767029
	Iteration 14Q: 3 clusters Score -1921081 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -1921513.750000 Penalty: 950.767029
	Iteration 15Q: 3 clusters Score -1921514 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -1921912.875000 Penalty: 950.767029
	Iteration 16Q: 3 clusters Score -1921913 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -1922302.750000 Penalty: 950.767029
	Iteration 17Q: 3 clusters Score -1922303 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -1922616.125000 Penalty: 950.767029
	Iteration 18Q: 3 clusters Score -1922616 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -1922831.875000 Penalty: 950.767029
	Iteration 19Q: 3 clusters Score -1922832 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -1922975.875000 Penalty: 950.767029
	Iteration 20F: 3 clusters Score -1922976 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -1923077.250000 Penalty: 950.767029
	Iteration 21Q: 3 clusters Score -1923077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -1923134.375000 Penalty: 950.767029
	Iteration 22Q: 3 clusters Score -1923134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -1923175.875000 Penalty: 950.767029
	Iteration 23Q: 3 clusters Score -1923176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -1923198.625000 Penalty: 950.767029
	Iteration 24Q: 3 clusters Score -1923199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -1923223.000000 Penalty: 950.767029
	Iteration 25Q: 3 clusters Score -1923223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -1923237.625000 Penalty: 950.767029
	Iteration 26Q: 3 clusters Score -1923238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -1923240.750000 Penalty: 950.767029
	Iteration 27Q: 3 clusters Score -1923241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -1923244.625000 Penalty: 950.767029
	Iteration 28Q: 3 clusters Score -1923245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -1923249.375000 Penalty: 950.767029
	Iteration 29Q: 3 clusters Score -1923249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -1923255.125000 Penalty: 950.767029
	Iteration 30Q: 3 clusters Score -1923255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -1923260.500000 Penalty: 950.767029
	Iteration 31Q: 3 clusters Score -1923260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -1923270.625000 Penalty: 950.767029
	Iteration 32Q: 3 clusters Score -1923271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -1923272.750000 Penalty: 950.767029
	Iteration 33Q: 3 clusters Score -1923273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -1923274.125000 Penalty: 950.767029
	Iteration 34Q: 3 clusters Score -1923274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -1923274.000000 Penalty: 950.767029
	Iteration 35Q: 3 clusters Score -1923274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -1923274.000000 Penalty: 950.767029
	Iteration 36Q: 3 clusters Score -1923274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -1923277.625000 Penalty: 950.767029
	Iteration 37Q: 3 clusters Score -1923278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -1923281.875000 Penalty: 950.767029
	Iteration 38Q: 3 clusters Score -1923282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -1923282.250000 Penalty: 950.767029
	Iteration 39Q: 3 clusters Score -1923282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -1923282.625000 Penalty: 950.767029
	Iteration 40F: 3 clusters Score -1923283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -1923282.125000 Penalty: 950.767029
	Iteration 41Q: 3 clusters Score -1923282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -1923282.125000 Penalty: 950.767029
	Iteration 42F: 3 clusters Score -1923282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Entering Unmasked Estep 
Score: -498851.343750 Penalty: 412.049042
	Iteration 0F: 2 clusters Score -498851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -493099.562500 Penalty: 824.098083
	Iteration 0F: 3 clusters Score -493099.6 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -495554.187500 Penalty: 824.098083
	Iteration 1F: 3 clusters Score -495554.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -495999.218750 Penalty: 824.098083
	Iteration 2F: 3 clusters Score -495999.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -496588.625000 Penalty: 824.098083
	Iteration 3F: 3 clusters Score -496588.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -497160.093750 Penalty: 824.098083
	Iteration 4F: 3 clusters Score -497160.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -497618.062500 Penalty: 824.098083
	Iteration 5F: 3 clusters Score -497618.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -497958.406250 Penalty: 824.098083
	Iteration 6F: 3 clusters Score -497958.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -498186.562500 Penalty: 824.098083
	Iteration 7Q: 3 clusters Score -498186.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -498309.406250 Penalty: 824.098083
	Iteration 8Q: 3 clusters Score -498309.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -498405.750000 Penalty: 824.098083
	Iteration 9Q: 3 clusters Score -498405.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -498485.250000 Penalty: 824.098083
	Iteration 10Q: 3 clusters Score -498485.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -498546.062500 Penalty: 824.098083
	Iteration 11Q: 3 clusters Score -498546.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -498592.531250 Penalty: 824.098083
	Iteration 12Q: 3 clusters Score -498592.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -498626.812500 Penalty: 824.098083
	Iteration 13Q: 3 clusters Score -498626.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -498650.593750 Penalty: 824.098083
	Iteration 14Q: 3 clusters Score -498650.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -498666.125000 Penalty: 824.098083
	Iteration 15Q: 3 clusters Score -498666.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -498684.406250 Penalty: 824.098083
	Iteration 16Q: 3 clusters Score -498684.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -498695.500000 Penalty: 824.098083
	Iteration 17Q: 3 clusters Score -498695.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -498704.156250 Penalty: 824.098083
	Iteration 18Q: 3 clusters Score -498704.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -498710.000000 Penalty: 824.098083
	Iteration 19Q: 3 clusters Score -498710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -498719.125000 Penalty: 824.098083
	Iteration 20F: 3 clusters Score -498719.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -498724.593750 Penalty: 824.098083
	Iteration 21Q: 3 clusters Score -498724.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -498728.000000 Penalty: 824.098083
	Iteration 22Q: 3 clusters Score -498728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -498731.750000 Penalty: 824.098083
	Iteration 23Q: 3 clusters Score -498731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -498733.718750 Penalty: 824.098083
	Iteration 24Q: 3 clusters Score -498733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -498734.718750 Penalty: 824.098083
	Iteration 25Q: 3 clusters Score -498734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -498735.562500 Penalty: 824.098083
	Iteration 26Q: 3 clusters Score -498735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -498737.843750 Penalty: 824.098083
	Iteration 27Q: 3 clusters Score -498737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -498738.687500 Penalty: 824.098083
	Iteration 28Q: 3 clusters Score -498738.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -498739.906250 Penalty: 824.098083
	Iteration 29Q: 3 clusters Score -498739.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -498741.562500 Penalty: 824.098083
	Iteration 30Q: 3 clusters Score -498741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -498743.093750 Penalty: 824.098083
	Iteration 31Q: 3 clusters Score -498743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -498744.781250 Penalty: 824.098083
	Iteration 32Q: 3 clusters Score -498744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -498745.000000 Penalty: 824.098083
	Iteration 33Q: 3 clusters Score -498745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -498745.593750 Penalty: 824.098083
	Iteration 34Q: 3 clusters Score -498745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -498745.468750 Penalty: 824.098083
	Iteration 35Q: 3 clusters Score -498745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -498746.093750 Penalty: 824.098083
	Iteration 36Q: 3 clusters Score -498746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -498745.875000 Penalty: 824.098083
	Iteration 37Q: 3 clusters Score -498745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -498745.250000 Penalty: 824.098083
	Iteration 38Q: 3 clusters Score -498745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -498745.406250 Penalty: 824.098083
	Iteration 39Q: 3 clusters Score -498745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -498745.843750 Penalty: 824.098083
	Iteration 40F: 3 clusters Score -498745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -498745.562500 Penalty: 824.098083
	Iteration 41Q: 3 clusters Score -498745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -498746.000000 Penalty: 824.098083
	Iteration 42Q: 3 clusters Score -498746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -498746.218750 Penalty: 824.098083
	Iteration 43Q: 3 clusters Score -498746.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -498746.218750 Penalty: 824.098083
	Iteration 44F: 3 clusters Score -498746.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -11183.040039 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -11183.04 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: -10880.536133 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -10880.54 nChanged 68
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: -10971.860352 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -10971.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11028.864258 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -11028.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11039.871094 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -11039.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11052.923828 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -11052.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11057.315430 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -11057.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11064.215820 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -11064.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11069.417969 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -11069.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11069.714844 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -11069.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11071.609375 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -11071.61 nChanged 2
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: -11074.065430 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -11074.07 nChanged 0
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: -11074.065430 Penalty: 489.150330
	Iteration 11F: 3 clusters Score -11074.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Entering Unmasked Estep 
Score: -320933.343750 Penalty: 394.854492
	Iteration 0F: 2 clusters Score -320933.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -316955.843750 Penalty: 789.708984
	Iteration 0F: 3 clusters Score -316955.8 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -318493.843750 Penalty: 789.708984
	Iteration 1F: 3 clusters Score -318493.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -318677.062500 Penalty: 789.708984
	Iteration 2F: 3 clusters Score -318677.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -318866.437500 Penalty: 789.708984
	Iteration 3F: 3 clusters Score -318866.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -319085.250000 Penalty: 789.708984
	Iteration 4F: 3 clusters Score -319085.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -319344.781250 Penalty: 789.708984
	Iteration 5F: 3 clusters Score -319344.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -319539.406250 Penalty: 789.708984
	Iteration 6F: 3 clusters Score -319539.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -319654.937500 Penalty: 789.708984
	Iteration 7Q: 3 clusters Score -319654.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -319718.250000 Penalty: 789.708984
	Iteration 8Q: 3 clusters Score -319718.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -319754.562500 Penalty: 789.708984
	Iteration 9Q: 3 clusters Score -319754.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -319790.906250 Penalty: 789.708984
	Iteration 10Q: 3 clusters Score -319790.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -319827.500000 Penalty: 789.708984
	Iteration 11Q: 3 clusters Score -319827.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -319876.531250 Penalty: 789.708984
	Iteration 12Q: 3 clusters Score -319876.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -319927.437500 Penalty: 789.708984
	Iteration 13Q: 3 clusters Score -319927.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -319974.031250 Penalty: 789.708984
	Iteration 14Q: 3 clusters Score -319974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -320028.437500 Penalty: 789.708984
	Iteration 15Q: 3 clusters Score -320028.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -320092.968750 Penalty: 789.708984
	Iteration 16Q: 3 clusters Score -320093 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -320165.843750 Penalty: 789.708984
	Iteration 17Q: 3 clusters Score -320165.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -320255.312500 Penalty: 789.708984
	Iteration 18Q: 3 clusters Score -320255.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -320337.375000 Penalty: 789.708984
	Iteration 19Q: 3 clusters Score -320337.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -320421.593750 Penalty: 789.708984
	Iteration 20F: 3 clusters Score -320421.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -320501.468750 Penalty: 789.708984
	Iteration 21Q: 3 clusters Score -320501.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -320548.218750 Penalty: 789.708984
	Iteration 22Q: 3 clusters Score -320548.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -320585.843750 Penalty: 789.708984
	Iteration 23Q: 3 clusters Score -320585.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -320604.406250 Penalty: 789.708984
	Iteration 24Q: 3 clusters Score -320604.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -320620.437500 Penalty: 789.708984
	Iteration 25Q: 3 clusters Score -320620.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -320632.406250 Penalty: 789.708984
	Iteration 26Q: 3 clusters Score -320632.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -320640.062500 Penalty: 789.708984
	Iteration 27Q: 3 clusters Score -320640.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -320644.281250 Penalty: 789.708984
	Iteration 28Q: 3 clusters Score -320644.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -320646.531250 Penalty: 789.708984
	Iteration 29Q: 3 clusters Score -320646.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -320648.718750 Penalty: 789.708984
	Iteration 30Q: 3 clusters Score -320648.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -320650.468750 Penalty: 789.708984
	Iteration 31Q: 3 clusters Score -320650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -320651.750000 Penalty: 789.708984
	Iteration 32Q: 3 clusters Score -320651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -320652.468750 Penalty: 789.708984
	Iteration 33Q: 3 clusters Score -320652.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -320654.750000 Penalty: 789.708984
	Iteration 34Q: 3 clusters Score -320654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -320655.562500 Penalty: 789.708984
	Iteration 35Q: 3 clusters Score -320655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -320655.562500 Penalty: 789.708984
	Iteration 36F: 3 clusters Score -320655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -181860.562500 Penalty: 370.530060
	Iteration 0F: 2 clusters Score -181860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -179527.953125 Penalty: 741.060120
	Iteration 0F: 3 clusters Score -179528 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -180451.390625 Penalty: 741.060120
	Iteration 1F: 3 clusters Score -180451.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -180577.093750 Penalty: 741.060120
	Iteration 2F: 3 clusters Score -180577.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -180736.203125 Penalty: 741.060120
	Iteration 3F: 3 clusters Score -180736.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -180910.375000 Penalty: 741.060120
	Iteration 4F: 3 clusters Score -180910.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -181061.406250 Penalty: 741.060120
	Iteration 5F: 3 clusters Score -181061.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -181199.796875 Penalty: 741.060120
	Iteration 6F: 3 clusters Score -181199.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -181297.187500 Penalty: 741.060120
	Iteration 7Q: 3 clusters Score -181297.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -181381.078125 Penalty: 741.060120
	Iteration 8Q: 3 clusters Score -181381.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -181458.500000 Penalty: 741.060120
	Iteration 9Q: 3 clusters Score -181458.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -181522.859375 Penalty: 741.060120
	Iteration 10Q: 3 clusters Score -181522.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -181580.953125 Penalty: 741.060120
	Iteration 11Q: 3 clusters Score -181581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -181618.515625 Penalty: 741.060120
	Iteration 12Q: 3 clusters Score -181618.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -181640.234375 Penalty: 741.060120
	Iteration 13Q: 3 clusters Score -181640.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -181657.656250 Penalty: 741.060120
	Iteration 14Q: 3 clusters Score -181657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -181666.421875 Penalty: 741.060120
	Iteration 15Q: 3 clusters Score -181666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -181673.390625 Penalty: 741.060120
	Iteration 16Q: 3 clusters Score -181673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -181678.390625 Penalty: 741.060120
	Iteration 17Q: 3 clusters Score -181678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -181683.875000 Penalty: 741.060120
	Iteration 18Q: 3 clusters Score -181683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -181685.468750 Penalty: 741.060120
	Iteration 19Q: 3 clusters Score -181685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -181686.234375 Penalty: 741.060120
	Iteration 20F: 3 clusters Score -181686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -181687.093750 Penalty: 741.060120
	Iteration 21Q: 3 clusters Score -181687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -181689.031250 Penalty: 741.060120
	Iteration 22Q: 3 clusters Score -181689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -181688.921875 Penalty: 741.060120
	Iteration 23Q: 3 clusters Score -181688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -181689.015625 Penalty: 741.060120
	Iteration 24Q: 3 clusters Score -181689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -181689.015625 Penalty: 741.060120
	Iteration 25F: 3 clusters Score -181689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -66720.156250 Penalty: 323.647949
	Iteration 0F: 2 clusters Score -66720.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -65775.648438 Penalty: 647.295898
	Iteration 0F: 3 clusters Score -65775.65 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66089.890625 Penalty: 647.295898
	Iteration 1F: 3 clusters Score -66089.89 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -66190.757812 Penalty: 647.295898
	Iteration 2F: 3 clusters Score -66190.76 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -66277.132812 Penalty: 647.295898
	Iteration 3F: 3 clusters Score -66277.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -66335.953125 Penalty: 647.295898
	Iteration 4F: 3 clusters Score -66335.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -66376.718750 Penalty: 647.295898
	Iteration 5Q: 3 clusters Score -66376.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -66403.929688 Penalty: 647.295898
	Iteration 6Q: 3 clusters Score -66403.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -66421.546875 Penalty: 647.295898
	Iteration 7Q: 3 clusters Score -66421.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -66430.554688 Penalty: 647.295898
	Iteration 8Q: 3 clusters Score -66430.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -66435.117188 Penalty: 647.295898
	Iteration 9Q: 3 clusters Score -66435.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -66443.148438 Penalty: 647.295898
	Iteration 10Q: 3 clusters Score -66443.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -66447.226562 Penalty: 647.295898
	Iteration 11Q: 3 clusters Score -66447.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -66451.117188 Penalty: 647.295898
	Iteration 12Q: 3 clusters Score -66451.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -66456.398438 Penalty: 647.295898
	Iteration 13Q: 3 clusters Score -66456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66458.570312 Penalty: 647.295898
	Iteration 14Q: 3 clusters Score -66458.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -66462.359375 Penalty: 647.295898
	Iteration 15Q: 3 clusters Score -66462.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -66467.234375 Penalty: 647.295898
	Iteration 16Q: 3 clusters Score -66467.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -66469.625000 Penalty: 647.295898
	Iteration 17Q: 3 clusters Score -66469.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -66469.914062 Penalty: 647.295898
	Iteration 18Q: 3 clusters Score -66469.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -66470.125000 Penalty: 647.295898
	Iteration 19Q: 3 clusters Score -66470.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -66470.593750 Penalty: 647.295898
	Iteration 20F: 3 clusters Score -66470.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2629.621094 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2629.621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2497.557129 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2497.557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2504.844727 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2504.845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2509.905029 Penalty: 354.155670
	Iteration 2Q: 3 clusters Score -2509.905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2509.905029 Penalty: 354.155670
	Iteration 3F: 3 clusters Score -2509.905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7347.609863 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7347.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7413.079590 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7413.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7419.997559 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -7419.998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7432.490234 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7432.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7445.436523 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7445.437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7446.003906 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7446.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7446.003906 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -7446.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -35914.078125 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -35914.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35327.492188 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -35327.49 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35472.203125 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -35472.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35513.765625 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -35513.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35539.242188 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -35539.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35554.390625 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -35554.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35578.742188 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -35578.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35601.949219 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -35601.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35614.640625 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -35614.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35621.703125 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -35621.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35631.019531 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -35631.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35639.492188 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -35639.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35659.195312 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -35659.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35685.960938 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -35685.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35705.355469 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -35705.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35725.222656 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -35725.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35742.382812 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -35742.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35747.089844 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -35747.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35751.910156 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -35751.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35754.300781 Penalty: 587.851318
	Iteration 18Q: 3 clusters Score -35754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35756.011719 Penalty: 587.851318
	Iteration 19Q: 3 clusters Score -35756.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35756.343750 Penalty: 587.851318
	Iteration 20F: 3 clusters Score -35756.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35756.558594 Penalty: 587.851318
	Iteration 21Q: 3 clusters Score -35756.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35756.558594 Penalty: 587.851318
	Iteration 22F: 3 clusters Score -35756.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (91849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Entering Unmasked Estep 
Score: -5519126.000000 Penalty: 519.969482
	Iteration 0F: 2 clusters Score -5519126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5457765.000000 Penalty: 1039.938965
	Iteration 0F: 3 clusters Score -5457765 nChanged 44727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -5485616.000000 Penalty: 1039.938965
	Iteration 1F: 3 clusters Score -5485616 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -5486670.500000 Penalty: 1039.938965
	Iteration 2Q: 3 clusters Score -5486670 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5488165.000000 Penalty: 1039.938965
	Iteration 3Q: 3 clusters Score -5488165 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -5490232.500000 Penalty: 1039.938965
	Iteration 4Q: 3 clusters Score -5490232 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5493220.500000 Penalty: 1039.938965
	Iteration 5F: 3 clusters Score -5493220 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -5496882.000000 Penalty: 1039.938965
	Iteration 6F: 3 clusters Score -5496882 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5500349.500000 Penalty: 1039.938965
	Iteration 7F: 3 clusters Score -5500350 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5502375.000000 Penalty: 1039.938965
	Iteration 8Q: 3 clusters Score -5502375 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -5503030.000000 Penalty: 1039.938965
	Iteration 9Q: 3 clusters Score -5503030 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5503341.000000 Penalty: 1039.938965
	Iteration 10Q: 3 clusters Score -5503341 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -5503527.500000 Penalty: 1039.938965
	Iteration 11Q: 3 clusters Score -5503528 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5503744.000000 Penalty: 1039.938965
	Iteration 12Q: 3 clusters Score -5503744 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -5503961.500000 Penalty: 1039.938965
	Iteration 13Q: 3 clusters Score -5503962 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -5504180.500000 Penalty: 1039.938965
	Iteration 14Q: 3 clusters Score -5504180 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5504500.000000 Penalty: 1039.938965
	Iteration 15Q: 3 clusters Score -5504500 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5504901.000000 Penalty: 1039.938965
	Iteration 16Q: 3 clusters Score -5504901 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -5505262.500000 Penalty: 1039.938965
	Iteration 17Q: 3 clusters Score -5505262 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5505658.000000 Penalty: 1039.938965
	Iteration 18Q: 3 clusters Score -5505658 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -5506129.500000 Penalty: 1039.938965
	Iteration 19Q: 3 clusters Score -5506130 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -5506711.000000 Penalty: 1039.938965
	Iteration 20F: 3 clusters Score -5506711 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5507312.000000 Penalty: 1039.938965
	Iteration 21Q: 3 clusters Score -5507312 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5507940.500000 Penalty: 1039.938965
	Iteration 22Q: 3 clusters Score -5507940 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -5508579.500000 Penalty: 1039.938965
	Iteration 23Q: 3 clusters Score -5508580 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5509337.000000 Penalty: 1039.938965
	Iteration 24Q: 3 clusters Score -5509337 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -5510128.000000 Penalty: 1039.938965
	Iteration 25Q: 3 clusters Score -5510128 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -5510912.000000 Penalty: 1039.938965
	Iteration 26Q: 3 clusters Score -5510912 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -5511792.000000 Penalty: 1039.938965
	Iteration 27Q: 3 clusters Score -5511792 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -5512587.500000 Penalty: 1039.938965
	Iteration 28Q: 3 clusters Score -5512588 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -5513361.000000 Penalty: 1039.938965
	Iteration 29Q: 3 clusters Score -5513361 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -5513998.000000 Penalty: 1039.938965
	Iteration 30Q: 3 clusters Score -5513998 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5514657.500000 Penalty: 1039.938965
	Iteration 31Q: 3 clusters Score -5514658 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5515262.500000 Penalty: 1039.938965
	Iteration 32Q: 3 clusters Score -5515262 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5515814.000000 Penalty: 1039.938965
	Iteration 33Q: 3 clusters Score -5515814 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5516319.000000 Penalty: 1039.938965
	Iteration 34Q: 3 clusters Score -5516319 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5516688.000000 Penalty: 1039.938965
	Iteration 35Q: 3 clusters Score -5516688 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5517097.500000 Penalty: 1039.938965
	Iteration 36Q: 3 clusters Score -5517098 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5517420.500000 Penalty: 1039.938965
	Iteration 37Q: 3 clusters Score -5517420 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5517688.000000 Penalty: 1039.938965
	Iteration 38Q: 3 clusters Score -5517688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5517900.500000 Penalty: 1039.938965
	Iteration 39Q: 3 clusters Score -5517900 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5518085.000000 Penalty: 1039.938965
	Iteration 40F: 3 clusters Score -5518085 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5518285.500000 Penalty: 1039.938965
	Iteration 41Q: 3 clusters Score -5518286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5518417.000000 Penalty: 1039.938965
	Iteration 42Q: 3 clusters Score -5518417 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5518501.000000 Penalty: 1039.938965
	Iteration 43Q: 3 clusters Score -5518501 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5518535.500000 Penalty: 1039.938965
	Iteration 44Q: 3 clusters Score -5518536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5518572.000000 Penalty: 1039.938965
	Iteration 45Q: 3 clusters Score -5518572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5518595.500000 Penalty: 1039.938965
	Iteration 46Q: 3 clusters Score -5518596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5518605.000000 Penalty: 1039.938965
	Iteration 47Q: 3 clusters Score -5518605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5518615.500000 Penalty: 1039.938965
	Iteration 48Q: 3 clusters Score -5518616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5518620.500000 Penalty: 1039.938965
	Iteration 49Q: 3 clusters Score -5518620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5518621.500000 Penalty: 1039.938965
	Iteration 50Q: 3 clusters Score -5518622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5518620.500000 Penalty: 1039.938965
	Iteration 51Q: 3 clusters Score -5518620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5518626.500000 Penalty: 1039.938965
	Iteration 52Q: 3 clusters Score -5518626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5518628.000000 Penalty: 1039.938965
	Iteration 53Q: 3 clusters Score -5518628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5518628.000000 Penalty: 1039.938965
	Iteration 54F: 3 clusters Score -5518628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -12714.318359 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -12714.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12453.675781 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12453.68 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12566.166992 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -12566.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12593.321289 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -12593.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12604.910156 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -12604.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12610.340820 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -12610.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12611.916016 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -12611.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12613.175781 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -12613.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12613.536133 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -12613.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12614.120117 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -12614.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12614.120117 Penalty: 507.066010
	Iteration 9F: 3 clusters Score -12614.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7238.339355 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7238.339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6990.753906 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -6990.754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7068.458496 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7068.458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7120.709473 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7120.709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7136.525879 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7136.526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7171.418457 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7171.418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7205.640625 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7205.641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7217.089844 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7217.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7217.089844 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -7217.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -84911.429688 Penalty: 328.891663
	Iteration 0F: 2 clusters Score -84911.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -83861.664062 Penalty: 657.783325
	Iteration 0F: 3 clusters Score -83861.66 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -84193.460938 Penalty: 657.783325
	Iteration 1F: 3 clusters Score -84193.46 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -84278.250000 Penalty: 657.783325
	Iteration 2F: 3 clusters Score -84278.25 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -84359.523438 Penalty: 657.783325
	Iteration 3F: 3 clusters Score -84359.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -84423.070312 Penalty: 657.783325
	Iteration 4F: 3 clusters Score -84423.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -84483.835938 Penalty: 657.783325
	Iteration 5Q: 3 clusters Score -84483.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -84534.445312 Penalty: 657.783325
	Iteration 6Q: 3 clusters Score -84534.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -84572.593750 Penalty: 657.783325
	Iteration 7Q: 3 clusters Score -84572.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -84618.601562 Penalty: 657.783325
	Iteration 8Q: 3 clusters Score -84618.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -84652.015625 Penalty: 657.783325
	Iteration 9Q: 3 clusters Score -84652.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -84666.054688 Penalty: 657.783325
	Iteration 10Q: 3 clusters Score -84666.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -84676.007812 Penalty: 657.783325
	Iteration 11Q: 3 clusters Score -84676.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -84676.890625 Penalty: 657.783325
	Iteration 12Q: 3 clusters Score -84676.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -84677.882812 Penalty: 657.783325
	Iteration 13Q: 3 clusters Score -84677.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -84679.546875 Penalty: 657.783325
	Iteration 14Q: 3 clusters Score -84679.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -84680.148438 Penalty: 657.783325
	Iteration 15Q: 3 clusters Score -84680.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -84680.171875 Penalty: 657.783325
	Iteration 16Q: 3 clusters Score -84680.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -84680.171875 Penalty: 657.783325
	Iteration 17F: 3 clusters Score -84680.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -24070.460938 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -24070.46 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 207 members 
Entering Unmasked Estep 
Score: -23648.890625 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -23648.89 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23742.701172 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -23742.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23758.302734 Penalty: 545.677185
	Iteration 2Q: 3 clusters Score -23758.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23768.894531 Penalty: 545.677185
	Iteration 3Q: 3 clusters Score -23768.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23773.691406 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -23773.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23779.310547 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -23779.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23784.724609 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -23784.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23789.554688 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -23789.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23792.787109 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -23792.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23796.994141 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -23796.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23799.982422 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -23799.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23800.746094 Penalty: 545.677185
	Iteration 11Q: 3 clusters Score -23800.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23801.152344 Penalty: 545.677185
	Iteration 12Q: 3 clusters Score -23801.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23801.816406 Penalty: 545.677185
	Iteration 13Q: 3 clusters Score -23801.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23801.816406 Penalty: 545.677185
	Iteration 14F: 3 clusters Score -23801.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -75031.125000 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -75031.12 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 702 members 
Entering Unmasked Estep 
Score: -73973.656250 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -73973.66 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74351.734375 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -74351.73 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -74462.281250 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -74462.28 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74621.726562 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -74621.73 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74752.210938 Penalty: 661.344849
	Iteration 4F: 3 clusters Score -74752.21 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74845.984375 Penalty: 661.344849
	Iteration 5F: 3 clusters Score -74845.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74898.585938 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -74898.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74931.781250 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -74931.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74950.062500 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -74950.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74957.242188 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -74957.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74960.039062 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -74960.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74963.414062 Penalty: 661.344849
	Iteration 11Q: 3 clusters Score -74963.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74965.265625 Penalty: 661.344849
	Iteration 12Q: 3 clusters Score -74965.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74966.609375 Penalty: 661.344849
	Iteration 13Q: 3 clusters Score -74966.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74967.335938 Penalty: 661.344849
	Iteration 14Q: 3 clusters Score -74967.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74969.117188 Penalty: 661.344849
	Iteration 15Q: 3 clusters Score -74969.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74969.796875 Penalty: 661.344849
	Iteration 16Q: 3 clusters Score -74969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74970.257812 Penalty: 661.344849
	Iteration 17Q: 3 clusters Score -74970.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74970.742188 Penalty: 661.344849
	Iteration 18Q: 3 clusters Score -74970.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74971.585938 Penalty: 661.344849
	Iteration 19Q: 3 clusters Score -74971.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74972.031250 Penalty: 661.344849
	Iteration 20F: 3 clusters Score -74972.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74973.015625 Penalty: 661.344849
	Iteration 21Q: 3 clusters Score -74973.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74973.015625 Penalty: 661.344849
	Iteration 22F: 3 clusters Score -74973.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 195277 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 39954 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34475 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91849 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074384.000000 Penalty: 17048.580078
Iteration 439Q: 30 clusters Score -2.307438e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 195284 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 39963 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34471 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91837 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074390.000000 Penalty: 17048.580078
Iteration 440F: 30 clusters Score -2.307439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 195289 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 39971 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34466 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91829 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074398.000000 Penalty: 17048.580078
Iteration 441Q: 30 clusters Score -2.30744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 195288 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 39980 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91826 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074390.000000 Penalty: 17048.580078
Iteration 442Q: 30 clusters Score -2.307439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5608 members 
Mstep: Class 6 contains 195288 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 39987 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34456 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91821 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074392.000000 Penalty: 17048.580078
Iteration 443Q: 30 clusters Score -2.307439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 195292 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 39991 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34457 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91815 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074400.000000 Penalty: 17048.580078
Iteration 444Q: 30 clusters Score -2.30744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5603 members 
Mstep: Class 6 contains 195297 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 39994 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34459 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91808 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074376.000000 Penalty: 17048.580078
Iteration 445Q: 30 clusters Score -2.307438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 195299 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 39997 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34461 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91804 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074364.000000 Penalty: 17048.580078
Iteration 446Q: 30 clusters Score -2.307436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 195298 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40001 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074382.000000 Penalty: 17048.580078
Iteration 447Q: 30 clusters Score -2.307438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 195294 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40007 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91802 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 448Q: 30 clusters Score -2.307439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 195283 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40017 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074398.000000 Penalty: 17048.580078
Iteration 449Q: 30 clusters Score -2.30744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 195271 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40031 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91801 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074398.000000 Penalty: 17048.580078
Iteration 450Q: 30 clusters Score -2.30744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 195258 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40043 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91801 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074406.000000 Penalty: 17048.580078
Iteration 451Q: 30 clusters Score -2.307441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 195248 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40055 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91800 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074434.000000 Penalty: 17048.580078
Iteration 452Q: 30 clusters Score -2.307443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5597 members 
Mstep: Class 6 contains 195236 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40066 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074432.000000 Penalty: 17048.580078
Iteration 453Q: 30 clusters Score -2.307443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 195225 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40080 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074420.000000 Penalty: 17048.580078
Iteration 454Q: 30 clusters Score -2.307442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195213 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40094 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34460 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074406.000000 Penalty: 17048.580078
Iteration 455Q: 30 clusters Score -2.307441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195204 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40106 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34458 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91802 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074428.000000 Penalty: 17048.580078
Iteration 456Q: 30 clusters Score -2.307443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195195 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40114 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34456 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074392.000000 Penalty: 17048.580078
Iteration 457Q: 30 clusters Score -2.307439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195184 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40120 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34455 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91807 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074392.000000 Penalty: 17048.580078
Iteration 458Q: 30 clusters Score -2.307439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195176 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40126 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34451 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91813 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074404.000000 Penalty: 17048.580078
Iteration 459Q: 30 clusters Score -2.30744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195166 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40136 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34450 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91815 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1377 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074406.000000 Penalty: 17048.580078
Iteration 460F: 30 clusters Score -2.307441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195158 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40141 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34450 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91819 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074404.000000 Penalty: 17048.580078
Iteration 461Q: 30 clusters Score -2.30744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195153 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40149 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34449 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91819 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074410.000000 Penalty: 17048.580078
Iteration 462Q: 30 clusters Score -2.307441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195147 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40156 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34449 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91818 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 463Q: 30 clusters Score -2.307439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195143 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40160 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34448 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91820 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074398.000000 Penalty: 17048.580078
Iteration 464Q: 30 clusters Score -2.30744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195141 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40163 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34448 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91821 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074394.000000 Penalty: 17048.580078
Iteration 465Q: 30 clusters Score -2.307439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195136 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40169 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34448 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91821 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074398.000000 Penalty: 17048.580078
Iteration 466Q: 30 clusters Score -2.30744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 195130 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40175 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34448 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91821 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074398.000000 Penalty: 17048.580078
Iteration 467Q: 30 clusters Score -2.30744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 195127 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40186 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34447 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91816 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 468Q: 30 clusters Score -2.307439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 195125 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40193 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34446 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91815 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074378.000000 Penalty: 17048.580078
Iteration 469Q: 30 clusters Score -2.307438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 195119 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40203 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34444 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91814 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074374.000000 Penalty: 17048.580078
Iteration 470Q: 30 clusters Score -2.307437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 195113 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40212 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34442 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91816 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 471Q: 30 clusters Score -2.307439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195109 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40219 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34439 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91817 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074368.000000 Penalty: 17048.580078
Iteration 472Q: 30 clusters Score -2.307437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195105 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40228 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34438 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91817 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074360.000000 Penalty: 17048.580078
Iteration 473Q: 30 clusters Score -2.307436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195101 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40236 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34437 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91817 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074378.000000 Penalty: 17048.580078
Iteration 474Q: 30 clusters Score -2.307438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195094 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40247 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34440 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91815 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074382.000000 Penalty: 17048.580078
Iteration 475Q: 30 clusters Score -2.307438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195085 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40260 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34439 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91813 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074382.000000 Penalty: 17048.580078
Iteration 476Q: 30 clusters Score -2.307438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195080 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40268 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34437 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91812 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 477Q: 30 clusters Score -2.307439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195080 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 40274 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34433 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91811 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 478Q: 30 clusters Score -2.307439e+07 nChanged 19
Entering ConstructFrom: 
Score: -23074386.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -53523.542969 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -53523.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52761.992188 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -52761.99 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52984.585938 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -52984.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53022.683594 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -53022.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53048.507812 Penalty: 624.415771
	Iteration 3Q: 3 clusters Score -53048.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53063.531250 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -53063.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53076.785156 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -53076.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53091.296875 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -53091.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53106.242188 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -53106.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53120.492188 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -53120.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53136.460938 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -53136.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53146.031250 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -53146.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53152.808594 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -53152.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53159.492188 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -53159.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53165.609375 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -53165.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53172.910156 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -53172.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53183.531250 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -53183.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53194.640625 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -53194.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53210.101562 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -53210.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53220.359375 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -53220.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -53244.421875 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -53244.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53263.796875 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -53263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53271.203125 Penalty: 624.415771
	Iteration 21Q: 3 clusters Score -53271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53279.066406 Penalty: 624.415771
	Iteration 22Q: 3 clusters Score -53279.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53288.972656 Penalty: 624.415771
	Iteration 23Q: 3 clusters Score -53288.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53312.960938 Penalty: 624.415771
	Iteration 24Q: 3 clusters Score -53312.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -53334.753906 Penalty: 624.415771
	Iteration 25Q: 3 clusters Score -53334.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -53347.457031 Penalty: 624.415771
	Iteration 26Q: 3 clusters Score -53347.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53350.644531 Penalty: 624.415771
	Iteration 27Q: 3 clusters Score -53350.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -53350.867188 Penalty: 624.415771
	Iteration 28Q: 3 clusters Score -53350.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -53350.867188 Penalty: 624.415771
	Iteration 29F: 3 clusters Score -53350.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -67376.695312 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -67376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66462.953125 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -66462.95 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -66741.273438 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -66741.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -66794.445312 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -66794.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -66826.367188 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -66826.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66849.000000 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -66849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66877.367188 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -66877.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66904.898438 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -66904.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66932.210938 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -66932.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66965.320312 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -66965.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67003.007812 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -67003.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67023.421875 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -67023.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67041.257812 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -67041.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67064.968750 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -67064.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67086.742188 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -67086.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67097.757812 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -67097.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67105.234375 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -67105.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67111.476562 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -67111.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -67118.984375 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -67118.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -67129.687500 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -67129.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67137.015625 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -67137.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67137.984375 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -67137.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67139.093750 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -67139.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -67140.343750 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -67140.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -67140.343750 Penalty: 644.588318
	Iteration 23F: 3 clusters Score -67140.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -7891.905273 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -7891.905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7681.807617 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -7681.808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7763.901855 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7763.902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7812.481445 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7812.481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7841.134277 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -7841.134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7844.892090 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7844.892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7845.658203 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7845.658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7845.658203 Penalty: 468.421997
	Iteration 6F: 3 clusters Score -7845.658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -82699.632812 Penalty: 331.770355
	Iteration 0F: 2 clusters Score -82699.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -81599.554688 Penalty: 663.540710
	Iteration 0F: 3 clusters Score -81599.55 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81955.773438 Penalty: 663.540710
	Iteration 1F: 3 clusters Score -81955.77 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82033.250000 Penalty: 663.540710
	Iteration 2F: 3 clusters Score -82033.25 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82134.921875 Penalty: 663.540710
	Iteration 3F: 3 clusters Score -82134.92 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82247.710938 Penalty: 663.540710
	Iteration 4F: 3 clusters Score -82247.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82353.093750 Penalty: 663.540710
	Iteration 5F: 3 clusters Score -82353.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82431.250000 Penalty: 663.540710
	Iteration 6Q: 3 clusters Score -82431.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82493.843750 Penalty: 663.540710
	Iteration 7Q: 3 clusters Score -82493.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82527.359375 Penalty: 663.540710
	Iteration 8Q: 3 clusters Score -82527.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82538.562500 Penalty: 663.540710
	Iteration 9Q: 3 clusters Score -82538.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82544.617188 Penalty: 663.540710
	Iteration 10Q: 3 clusters Score -82544.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82552.140625 Penalty: 663.540710
	Iteration 11Q: 3 clusters Score -82552.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82559.421875 Penalty: 663.540710
	Iteration 12Q: 3 clusters Score -82559.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82566.523438 Penalty: 663.540710
	Iteration 13Q: 3 clusters Score -82566.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82570.125000 Penalty: 663.540710
	Iteration 14Q: 3 clusters Score -82570.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82572.226562 Penalty: 663.540710
	Iteration 15Q: 3 clusters Score -82572.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82573.476562 Penalty: 663.540710
	Iteration 16Q: 3 clusters Score -82573.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82573.796875 Penalty: 663.540710
	Iteration 17Q: 3 clusters Score -82573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82573.906250 Penalty: 663.540710
	Iteration 18Q: 3 clusters Score -82573.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82574.242188 Penalty: 663.540710
	Iteration 19Q: 3 clusters Score -82574.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82574.296875 Penalty: 663.540710
	Iteration 20F: 3 clusters Score -82574.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -325181.343750 Penalty: 392.615570
	Iteration 0F: 2 clusters Score -325181.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -321439.687500 Penalty: 785.231140
	Iteration 0F: 3 clusters Score -321439.7 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -323011.437500 Penalty: 785.231140
	Iteration 1F: 3 clusters Score -323011.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -323235.531250 Penalty: 785.231140
	Iteration 2F: 3 clusters Score -323235.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -323471.093750 Penalty: 785.231140
	Iteration 3F: 3 clusters Score -323471.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -323731.281250 Penalty: 785.231140
	Iteration 4F: 3 clusters Score -323731.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -323982.562500 Penalty: 785.231140
	Iteration 5F: 3 clusters Score -323982.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -324169.343750 Penalty: 785.231140
	Iteration 6Q: 3 clusters Score -324169.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -324290.687500 Penalty: 785.231140
	Iteration 7Q: 3 clusters Score -324290.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -324367.281250 Penalty: 785.231140
	Iteration 8Q: 3 clusters Score -324367.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -324403.437500 Penalty: 785.231140
	Iteration 9Q: 3 clusters Score -324403.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -324431.593750 Penalty: 785.231140
	Iteration 10Q: 3 clusters Score -324431.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -324453.625000 Penalty: 785.231140
	Iteration 11Q: 3 clusters Score -324453.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -324473.968750 Penalty: 785.231140
	Iteration 12Q: 3 clusters Score -324474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -324487.625000 Penalty: 785.231140
	Iteration 13Q: 3 clusters Score -324487.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -324499.218750 Penalty: 785.231140
	Iteration 14Q: 3 clusters Score -324499.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -324507.062500 Penalty: 785.231140
	Iteration 15Q: 3 clusters Score -324507.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -324514.906250 Penalty: 785.231140
	Iteration 16Q: 3 clusters Score -324514.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -324522.937500 Penalty: 785.231140
	Iteration 17Q: 3 clusters Score -324522.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -324534.343750 Penalty: 785.231140
	Iteration 18Q: 3 clusters Score -324534.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -324544.562500 Penalty: 785.231140
	Iteration 19Q: 3 clusters Score -324544.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -324555.375000 Penalty: 785.231140
	Iteration 20F: 3 clusters Score -324555.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -324567.031250 Penalty: 785.231140
	Iteration 21Q: 3 clusters Score -324567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -324578.031250 Penalty: 785.231140
	Iteration 22Q: 3 clusters Score -324578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -324591.031250 Penalty: 785.231140
	Iteration 23Q: 3 clusters Score -324591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -324605.500000 Penalty: 785.231140
	Iteration 24Q: 3 clusters Score -324605.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -324624.468750 Penalty: 785.231140
	Iteration 25Q: 3 clusters Score -324624.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -324642.968750 Penalty: 785.231140
	Iteration 26Q: 3 clusters Score -324643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -324665.593750 Penalty: 785.231140
	Iteration 27Q: 3 clusters Score -324665.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -324681.531250 Penalty: 785.231140
	Iteration 28Q: 3 clusters Score -324681.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -324695.843750 Penalty: 785.231140
	Iteration 29Q: 3 clusters Score -324695.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -324707.750000 Penalty: 785.231140
	Iteration 30Q: 3 clusters Score -324707.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -324717.687500 Penalty: 785.231140
	Iteration 31Q: 3 clusters Score -324717.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -324731.593750 Penalty: 785.231140
	Iteration 32Q: 3 clusters Score -324731.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -324743.187500 Penalty: 785.231140
	Iteration 33Q: 3 clusters Score -324743.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -324750.281250 Penalty: 785.231140
	Iteration 34Q: 3 clusters Score -324750.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -324754.718750 Penalty: 785.231140
	Iteration 35Q: 3 clusters Score -324754.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -324758.750000 Penalty: 785.231140
	Iteration 36Q: 3 clusters Score -324758.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -324767.343750 Penalty: 785.231140
	Iteration 37Q: 3 clusters Score -324767.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -324772.062500 Penalty: 785.231140
	Iteration 38Q: 3 clusters Score -324772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -324775.062500 Penalty: 785.231140
	Iteration 39Q: 3 clusters Score -324775.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -324779.156250 Penalty: 785.231140
	Iteration 40F: 3 clusters Score -324779.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -324784.718750 Penalty: 785.231140
	Iteration 41Q: 3 clusters Score -324784.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -324796.718750 Penalty: 785.231140
	Iteration 42Q: 3 clusters Score -324796.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -324817.531250 Penalty: 785.231140
	Iteration 43Q: 3 clusters Score -324817.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -324843.218750 Penalty: 785.231140
	Iteration 44Q: 3 clusters Score -324843.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -324861.312500 Penalty: 785.231140
	Iteration 45Q: 3 clusters Score -324861.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -324877.187500 Penalty: 785.231140
	Iteration 46Q: 3 clusters Score -324877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -324888.406250 Penalty: 785.231140
	Iteration 47Q: 3 clusters Score -324888.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -324899.468750 Penalty: 785.231140
	Iteration 48Q: 3 clusters Score -324899.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -324907.562500 Penalty: 785.231140
	Iteration 49Q: 3 clusters Score -324907.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -324912.687500 Penalty: 785.231140
	Iteration 50Q: 3 clusters Score -324912.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -324915.843750 Penalty: 785.231140
	Iteration 51Q: 3 clusters Score -324915.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -324918.437500 Penalty: 785.231140
	Iteration 52Q: 3 clusters Score -324918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -324918.875000 Penalty: 785.231140
	Iteration 53Q: 3 clusters Score -324918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -324918.937500 Penalty: 785.231140
	Iteration 54Q: 3 clusters Score -324918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -324919.343750 Penalty: 785.231140
	Iteration 55Q: 3 clusters Score -324919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -324919.375000 Penalty: 785.231140
	Iteration 56Q: 3 clusters Score -324919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -324920.312500 Penalty: 785.231140
	Iteration 57Q: 3 clusters Score -324920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -324920.625000 Penalty: 785.231140
	Iteration 58Q: 3 clusters Score -324920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -324921.875000 Penalty: 785.231140
	Iteration 59Q: 3 clusters Score -324921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -324922.656250 Penalty: 785.231140
	Iteration 60F: 3 clusters Score -324922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -324922.781250 Penalty: 785.231140
	Iteration 61Q: 3 clusters Score -324922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -324923.406250 Penalty: 785.231140
	Iteration 62Q: 3 clusters Score -324923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -324925.750000 Penalty: 785.231140
	Iteration 63Q: 3 clusters Score -324925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -324926.875000 Penalty: 785.231140
	Iteration 64Q: 3 clusters Score -324926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -324927.437500 Penalty: 785.231140
	Iteration 65Q: 3 clusters Score -324927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -324928.156250 Penalty: 785.231140
	Iteration 66Q: 3 clusters Score -324928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -324928.531250 Penalty: 785.231140
	Iteration 67Q: 3 clusters Score -324928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -324928.531250 Penalty: 785.231140
	Iteration 68F: 3 clusters Score -324928.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195080 members 
Entering Unmasked Estep 
Score: -11356533.000000 Penalty: 554.242981
	Iteration 0F: 2 clusters Score -1.135653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -11233184.000000 Penalty: 1108.485962
	Iteration 0F: 3 clusters Score -1.123318e+07 nChanged 96015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -11292977.000000 Penalty: 1108.485962
	Iteration 1F: 3 clusters Score -1.129298e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -11297105.000000 Penalty: 1108.485962
	Iteration 2Q: 3 clusters Score -1.12971e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 116177 members 
Entering Unmasked Estep 
Score: -11303881.000000 Penalty: 1108.485962
	Iteration 3F: 3 clusters Score -1.130388e+07 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 122281 members 
Entering Unmasked Estep 
Score: -11314254.000000 Penalty: 1108.485962
	Iteration 4F: 3 clusters Score -1.131425e+07 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 127316 members 
Entering Unmasked Estep 
Score: -11326283.000000 Penalty: 1108.485962
	Iteration 5F: 3 clusters Score -1.132628e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -11333253.000000 Penalty: 1108.485962
	Iteration 6F: 3 clusters Score -1.133325e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 133126 members 
Entering Unmasked Estep 
Score: -11335699.000000 Penalty: 1108.485962
	Iteration 7Q: 3 clusters Score -1.13357e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 135733 members 
Entering Unmasked Estep 
Score: -11336659.000000 Penalty: 1108.485962
	Iteration 8Q: 3 clusters Score -1.133666e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 138493 members 
Entering Unmasked Estep 
Score: -11337521.000000 Penalty: 1108.485962
	Iteration 9Q: 3 clusters Score -1.133752e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 141292 members 
Entering Unmasked Estep 
Score: -11338250.000000 Penalty: 1108.485962
	Iteration 10Q: 3 clusters Score -1.133825e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 144228 members 
Entering Unmasked Estep 
Score: -11339029.000000 Penalty: 1108.485962
	Iteration 11Q: 3 clusters Score -1.133903e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 147206 members 
Entering Unmasked Estep 
Score: -11339859.000000 Penalty: 1108.485962
	Iteration 12Q: 3 clusters Score -1.133986e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 150120 members 
Entering Unmasked Estep 
Score: -11340553.000000 Penalty: 1108.485962
	Iteration 13Q: 3 clusters Score -1.134055e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 152973 members 
Entering Unmasked Estep 
Score: -11341382.000000 Penalty: 1108.485962
	Iteration 14Q: 3 clusters Score -1.134138e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -11342297.000000 Penalty: 1108.485962
	Iteration 15Q: 3 clusters Score -1.13423e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 158817 members 
Entering Unmasked Estep 
Score: -11342960.000000 Penalty: 1108.485962
	Iteration 16Q: 3 clusters Score -1.134296e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 161770 members 
Entering Unmasked Estep 
Score: -11343756.000000 Penalty: 1108.485962
	Iteration 17Q: 3 clusters Score -1.134376e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 164718 members 
Entering Unmasked Estep 
Score: -11344502.000000 Penalty: 1108.485962
	Iteration 18Q: 3 clusters Score -1.13445e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 167502 members 
Entering Unmasked Estep 
Score: -11345248.000000 Penalty: 1108.485962
	Iteration 19Q: 3 clusters Score -1.134525e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 170157 members 
Entering Unmasked Estep 
Score: -11346096.000000 Penalty: 1108.485962
	Iteration 20F: 3 clusters Score -1.13461e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -11346941.000000 Penalty: 1108.485962
	Iteration 21Q: 3 clusters Score -1.134694e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 175192 members 
Entering Unmasked Estep 
Score: -11347661.000000 Penalty: 1108.485962
	Iteration 22Q: 3 clusters Score -1.134766e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 177501 members 
Entering Unmasked Estep 
Score: -11348478.000000 Penalty: 1108.485962
	Iteration 23Q: 3 clusters Score -1.134848e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 179627 members 
Entering Unmasked Estep 
Score: -11349328.000000 Penalty: 1108.485962
	Iteration 24Q: 3 clusters Score -1.134933e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 181625 members 
Entering Unmasked Estep 
Score: -11349896.000000 Penalty: 1108.485962
	Iteration 25Q: 3 clusters Score -1.13499e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 183416 members 
Entering Unmasked Estep 
Score: -11350625.000000 Penalty: 1108.485962
	Iteration 26Q: 3 clusters Score -1.135062e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 185082 members 
Entering Unmasked Estep 
Score: -11351467.000000 Penalty: 1108.485962
	Iteration 27Q: 3 clusters Score -1.135147e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 186610 members 
Entering Unmasked Estep 
Score: -11352123.000000 Penalty: 1108.485962
	Iteration 28Q: 3 clusters Score -1.135212e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 187934 members 
Entering Unmasked Estep 
Score: -11352785.000000 Penalty: 1108.485962
	Iteration 29Q: 3 clusters Score -1.135278e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 189112 members 
Entering Unmasked Estep 
Score: -11353314.000000 Penalty: 1108.485962
	Iteration 30Q: 3 clusters Score -1.135331e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 190170 members 
Entering Unmasked Estep 
Score: -11353705.000000 Penalty: 1108.485962
	Iteration 31Q: 3 clusters Score -1.13537e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 191078 members 
Entering Unmasked Estep 
Score: -11354037.000000 Penalty: 1108.485962
	Iteration 32Q: 3 clusters Score -1.135404e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 191839 members 
Entering Unmasked Estep 
Score: -11354415.000000 Penalty: 1108.485962
	Iteration 33Q: 3 clusters Score -1.135442e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 192442 members 
Entering Unmasked Estep 
Score: -11354745.000000 Penalty: 1108.485962
	Iteration 34Q: 3 clusters Score -1.135474e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 192923 members 
Entering Unmasked Estep 
Score: -11355062.000000 Penalty: 1108.485962
	Iteration 35Q: 3 clusters Score -1.135506e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 193338 members 
Entering Unmasked Estep 
Score: -11355258.000000 Penalty: 1108.485962
	Iteration 36Q: 3 clusters Score -1.135526e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 193672 members 
Entering Unmasked Estep 
Score: -11355414.000000 Penalty: 1108.485962
	Iteration 37Q: 3 clusters Score -1.135541e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 193907 members 
Entering Unmasked Estep 
Score: -11355551.000000 Penalty: 1108.485962
	Iteration 38Q: 3 clusters Score -1.135555e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 194084 members 
Entering Unmasked Estep 
Score: -11355634.000000 Penalty: 1108.485962
	Iteration 39Q: 3 clusters Score -1.135563e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 194212 members 
Entering Unmasked Estep 
Score: -11355705.000000 Penalty: 1108.485962
	Iteration 40F: 3 clusters Score -1.13557e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 194326 members 
Entering Unmasked Estep 
Score: -11355786.000000 Penalty: 1108.485962
	Iteration 41Q: 3 clusters Score -1.135579e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 194411 members 
Entering Unmasked Estep 
Score: -11355855.000000 Penalty: 1108.485962
	Iteration 42Q: 3 clusters Score -1.135586e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 194493 members 
Entering Unmasked Estep 
Score: -11355909.000000 Penalty: 1108.485962
	Iteration 43Q: 3 clusters Score -1.135591e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 194552 members 
Entering Unmasked Estep 
Score: -11355949.000000 Penalty: 1108.485962
	Iteration 44Q: 3 clusters Score -1.135595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 194595 members 
Entering Unmasked Estep 
Score: -11355988.000000 Penalty: 1108.485962
	Iteration 45Q: 3 clusters Score -1.135599e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 194636 members 
Entering Unmasked Estep 
Score: -11356014.000000 Penalty: 1108.485962
	Iteration 46Q: 3 clusters Score -1.135601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 194668 members 
Entering Unmasked Estep 
Score: -11356019.000000 Penalty: 1108.485962
	Iteration 47Q: 3 clusters Score -1.135602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 194690 members 
Entering Unmasked Estep 
Score: -11356006.000000 Penalty: 1108.485962
	Iteration 48Q: 3 clusters Score -1.135601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 194711 members 
Entering Unmasked Estep 
Score: -11356004.000000 Penalty: 1108.485962
	Iteration 49Q: 3 clusters Score -1.1356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 194727 members 
Entering Unmasked Estep 
Score: -11356010.000000 Penalty: 1108.485962
	Iteration 50Q: 3 clusters Score -1.135601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 194734 members 
Entering Unmasked Estep 
Score: -11356011.000000 Penalty: 1108.485962
	Iteration 51Q: 3 clusters Score -1.135601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 194741 members 
Entering Unmasked Estep 
Score: -11356019.000000 Penalty: 1108.485962
	Iteration 52Q: 3 clusters Score -1.135602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 194745 members 
Entering Unmasked Estep 
Score: -11356024.000000 Penalty: 1108.485962
	Iteration 53Q: 3 clusters Score -1.135602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 194751 members 
Entering Unmasked Estep 
Score: -11356014.000000 Penalty: 1108.485962
	Iteration 54Q: 3 clusters Score -1.135601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 194764 members 
Entering Unmasked Estep 
Score: -11356033.000000 Penalty: 1108.485962
	Iteration 55Q: 3 clusters Score -1.135603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 194773 members 
Entering Unmasked Estep 
Score: -11356035.000000 Penalty: 1108.485962
	Iteration 56Q: 3 clusters Score -1.135604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 194778 members 
Entering Unmasked Estep 
Score: -11356041.000000 Penalty: 1108.485962
	Iteration 57Q: 3 clusters Score -1.135604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194784 members 
Entering Unmasked Estep 
Score: -11356044.000000 Penalty: 1108.485962
	Iteration 58Q: 3 clusters Score -1.135604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194792 members 
Entering Unmasked Estep 
Score: -11356055.000000 Penalty: 1108.485962
	Iteration 59Q: 3 clusters Score -1.135606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 194799 members 
Entering Unmasked Estep 
Score: -11356058.000000 Penalty: 1108.485962
	Iteration 60F: 3 clusters Score -1.135606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 194802 members 
Entering Unmasked Estep 
Score: -11356052.000000 Penalty: 1108.485962
	Iteration 61Q: 3 clusters Score -1.135605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 194802 members 
Entering Unmasked Estep 
Score: -11356057.000000 Penalty: 1108.485962
	Iteration 62Q: 3 clusters Score -1.135606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 194802 members 
Entering Unmasked Estep 
Score: -11356058.000000 Penalty: 1108.485962
	Iteration 63Q: 3 clusters Score -1.135606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 194807 members 
Entering Unmasked Estep 
Score: -11356070.000000 Penalty: 1108.485962
	Iteration 64Q: 3 clusters Score -1.135607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 194808 members 
Entering Unmasked Estep 
Score: -11356059.000000 Penalty: 1108.485962
	Iteration 65Q: 3 clusters Score -1.135606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 194808 members 
Entering Unmasked Estep 
Score: -11356059.000000 Penalty: 1108.485962
	Iteration 66F: 3 clusters Score -1.135606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -95847.054688 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -95847.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -94586.226562 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -94586.23 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -95080.039062 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -95080.04 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -95177.437500 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -95177.44 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -95264.273438 Penalty: 678.010132
	Iteration 3F: 3 clusters Score -95264.27 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -95324.234375 Penalty: 678.010132
	Iteration 4F: 3 clusters Score -95324.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -95367.265625 Penalty: 678.010132
	Iteration 5Q: 3 clusters Score -95367.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -95406.593750 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -95406.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -95437.656250 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -95437.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -95468.578125 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -95468.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -95501.078125 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -95501.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -95528.859375 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -95528.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -95550.023438 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -95550.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -95566.031250 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -95566.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -95577.515625 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -95577.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -95584.226562 Penalty: 678.010132
	Iteration 14Q: 3 clusters Score -95584.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -95589.234375 Penalty: 678.010132
	Iteration 15Q: 3 clusters Score -95589.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -95590.992188 Penalty: 678.010132
	Iteration 16Q: 3 clusters Score -95590.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -95591.789062 Penalty: 678.010132
	Iteration 17Q: 3 clusters Score -95591.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -95592.421875 Penalty: 678.010132
	Iteration 18Q: 3 clusters Score -95592.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -95592.421875 Penalty: 678.010132
	Iteration 19F: 3 clusters Score -95592.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -99505.906250 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -99505.91 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 759 members 
Entering Unmasked Estep 
Score: -98316.492188 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -98316.49 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98715.007812 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -98715.01 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98778.125000 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -98778.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98829.070312 Penalty: 670.748291
	Iteration 3F: 3 clusters Score -98829.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98869.703125 Penalty: 670.748291
	Iteration 4Q: 3 clusters Score -98869.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98925.335938 Penalty: 670.748291
	Iteration 5Q: 3 clusters Score -98925.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98977.265625 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -98977.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -99027.828125 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -99027.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -99067.820312 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -99067.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -99102.375000 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -99102.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -99128.687500 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -99128.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -99157.132812 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -99157.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -99174.117188 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -99174.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -99182.140625 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -99182.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -99190.578125 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -99190.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -99195.671875 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -99195.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -99200.453125 Penalty: 670.748291
	Iteration 16Q: 3 clusters Score -99200.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -99205.195312 Penalty: 670.748291
	Iteration 17Q: 3 clusters Score -99205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -99208.601562 Penalty: 670.748291
	Iteration 18Q: 3 clusters Score -99208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -99210.109375 Penalty: 670.748291
	Iteration 19Q: 3 clusters Score -99210.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -99213.382812 Penalty: 670.748291
	Iteration 20F: 3 clusters Score -99213.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -99216.000000 Penalty: 670.748291
	Iteration 21Q: 3 clusters Score -99216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -99216.757812 Penalty: 670.748291
	Iteration 22Q: 3 clusters Score -99216.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -99216.757812 Penalty: 670.748291
	Iteration 23F: 3 clusters Score -99216.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -39741.902344 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -39741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39119.835938 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -39119.84 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39237.035156 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -39237.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39279.136719 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -39279.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39333.886719 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -39333.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39408.617188 Penalty: 592.162231
	Iteration 4F: 3 clusters Score -39408.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39470.257812 Penalty: 592.162231
	Iteration 5F: 3 clusters Score -39470.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39499.800781 Penalty: 592.162231
	Iteration 6F: 3 clusters Score -39499.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39529.117188 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -39529.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39563.132812 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -39563.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39599.214844 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -39599.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39621.632812 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -39621.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -39636.781250 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -39636.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39648.507812 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -39648.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39654.046875 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -39654.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39654.941406 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -39654.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39655.058594 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -39655.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39655.058594 Penalty: 592.162231
	Iteration 16F: 3 clusters Score -39655.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -138073.828125 Penalty: 355.112000
	Iteration 0F: 2 clusters Score -138073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -136356.531250 Penalty: 710.223999
	Iteration 0F: 3 clusters Score -136356.5 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -137110.484375 Penalty: 710.223999
	Iteration 1F: 3 clusters Score -137110.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -137267.328125 Penalty: 710.223999
	Iteration 2F: 3 clusters Score -137267.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -137377.296875 Penalty: 710.223999
	Iteration 3F: 3 clusters Score -137377.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -137461.421875 Penalty: 710.223999
	Iteration 4Q: 3 clusters Score -137461.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -137551.203125 Penalty: 710.223999
	Iteration 5Q: 3 clusters Score -137551.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -137624.359375 Penalty: 710.223999
	Iteration 6Q: 3 clusters Score -137624.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -137683.265625 Penalty: 710.223999
	Iteration 7Q: 3 clusters Score -137683.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -137727.843750 Penalty: 710.223999
	Iteration 8Q: 3 clusters Score -137727.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -137756.953125 Penalty: 710.223999
	Iteration 9Q: 3 clusters Score -137757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -137779.218750 Penalty: 710.223999
	Iteration 10Q: 3 clusters Score -137779.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -137798.921875 Penalty: 710.223999
	Iteration 11Q: 3 clusters Score -137798.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -137809.671875 Penalty: 710.223999
	Iteration 12Q: 3 clusters Score -137809.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -137817.546875 Penalty: 710.223999
	Iteration 13Q: 3 clusters Score -137817.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -137824.218750 Penalty: 710.223999
	Iteration 14Q: 3 clusters Score -137824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -137825.062500 Penalty: 710.223999
	Iteration 15Q: 3 clusters Score -137825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -137825.734375 Penalty: 710.223999
	Iteration 16Q: 3 clusters Score -137825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -137826.375000 Penalty: 710.223999
	Iteration 17Q: 3 clusters Score -137826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -137827.734375 Penalty: 710.223999
	Iteration 18Q: 3 clusters Score -137827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -137827.734375 Penalty: 710.223999
	Iteration 19F: 3 clusters Score -137827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -229306.734375 Penalty: 377.059662
	Iteration 0F: 2 clusters Score -229306.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -226589.375000 Penalty: 754.119324
	Iteration 0F: 3 clusters Score -226589.4 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -227536.859375 Penalty: 754.119324
	Iteration 1F: 3 clusters Score -227536.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -227656.125000 Penalty: 754.119324
	Iteration 2F: 3 clusters Score -227656.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -227751.906250 Penalty: 754.119324
	Iteration 3F: 3 clusters Score -227751.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -227865.734375 Penalty: 754.119324
	Iteration 4F: 3 clusters Score -227865.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -227989.859375 Penalty: 754.119324
	Iteration 5F: 3 clusters Score -227989.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -228126.453125 Penalty: 754.119324
	Iteration 6F: 3 clusters Score -228126.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -228262.906250 Penalty: 754.119324
	Iteration 7Q: 3 clusters Score -228262.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228432.093750 Penalty: 754.119324
	Iteration 8Q: 3 clusters Score -228432.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -228586.093750 Penalty: 754.119324
	Iteration 9Q: 3 clusters Score -228586.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -228717.000000 Penalty: 754.119324
	Iteration 10Q: 3 clusters Score -228717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -228787.578125 Penalty: 754.119324
	Iteration 11Q: 3 clusters Score -228787.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -228830.734375 Penalty: 754.119324
	Iteration 12Q: 3 clusters Score -228830.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -228857.859375 Penalty: 754.119324
	Iteration 13Q: 3 clusters Score -228857.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -228884.312500 Penalty: 754.119324
	Iteration 14Q: 3 clusters Score -228884.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -228902.296875 Penalty: 754.119324
	Iteration 15Q: 3 clusters Score -228902.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -228922.109375 Penalty: 754.119324
	Iteration 16Q: 3 clusters Score -228922.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -228936.171875 Penalty: 754.119324
	Iteration 17Q: 3 clusters Score -228936.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -228946.140625 Penalty: 754.119324
	Iteration 18Q: 3 clusters Score -228946.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -228957.578125 Penalty: 754.119324
	Iteration 19Q: 3 clusters Score -228957.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -228970.656250 Penalty: 754.119324
	Iteration 20F: 3 clusters Score -228970.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -228980.140625 Penalty: 754.119324
	Iteration 21Q: 3 clusters Score -228980.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -228992.000000 Penalty: 754.119324
	Iteration 22Q: 3 clusters Score -228992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -229001.031250 Penalty: 754.119324
	Iteration 23Q: 3 clusters Score -229001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -229005.921875 Penalty: 754.119324
	Iteration 24Q: 3 clusters Score -229005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -229009.421875 Penalty: 754.119324
	Iteration 25Q: 3 clusters Score -229009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -229015.015625 Penalty: 754.119324
	Iteration 26Q: 3 clusters Score -229015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -229018.671875 Penalty: 754.119324
	Iteration 27Q: 3 clusters Score -229018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -229020.281250 Penalty: 754.119324
	Iteration 28Q: 3 clusters Score -229020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -229020.500000 Penalty: 754.119324
	Iteration 29Q: 3 clusters Score -229020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -229020.531250 Penalty: 754.119324
	Iteration 30Q: 3 clusters Score -229020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -229020.531250 Penalty: 754.119324
	Iteration 31F: 3 clusters Score -229020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Entering Unmasked Estep 
Score: -2492936.750000 Penalty: 482.460876
	Iteration 0F: 2 clusters Score -2492937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2465796.250000 Penalty: 964.921753
	Iteration 0F: 3 clusters Score -2465796 nChanged 19483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2477978.250000 Penalty: 964.921753
	Iteration 1F: 3 clusters Score -2477978 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2479775.750000 Penalty: 964.921753
	Iteration 2F: 3 clusters Score -2479776 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2482377.000000 Penalty: 964.921753
	Iteration 3F: 3 clusters Score -2482377 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -2485234.000000 Penalty: 964.921753
	Iteration 4F: 3 clusters Score -2485234 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -2487237.750000 Penalty: 964.921753
	Iteration 5F: 3 clusters Score -2487238 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -2488152.000000 Penalty: 964.921753
	Iteration 6Q: 3 clusters Score -2488152 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -2488570.250000 Penalty: 964.921753
	Iteration 7Q: 3 clusters Score -2488570 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -2488875.250000 Penalty: 964.921753
	Iteration 8Q: 3 clusters Score -2488875 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -2489179.500000 Penalty: 964.921753
	Iteration 9Q: 3 clusters Score -2489180 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -2489470.000000 Penalty: 964.921753
	Iteration 10Q: 3 clusters Score -2489470 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -2489791.750000 Penalty: 964.921753
	Iteration 11Q: 3 clusters Score -2489792 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -2490130.250000 Penalty: 964.921753
	Iteration 12Q: 3 clusters Score -2490130 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -2490465.750000 Penalty: 964.921753
	Iteration 13Q: 3 clusters Score -2490466 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -2490779.500000 Penalty: 964.921753
	Iteration 14Q: 3 clusters Score -2490780 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -2491040.250000 Penalty: 964.921753
	Iteration 15Q: 3 clusters Score -2491040 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -2491247.250000 Penalty: 964.921753
	Iteration 16Q: 3 clusters Score -2491247 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -2491442.250000 Penalty: 964.921753
	Iteration 17Q: 3 clusters Score -2491442 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -2491617.000000 Penalty: 964.921753
	Iteration 18Q: 3 clusters Score -2491617 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -2491753.000000 Penalty: 964.921753
	Iteration 19Q: 3 clusters Score -2491753 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -2491869.000000 Penalty: 964.921753
	Iteration 20F: 3 clusters Score -2491869 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -2491993.750000 Penalty: 964.921753
	Iteration 21Q: 3 clusters Score -2491994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -2492081.000000 Penalty: 964.921753
	Iteration 22Q: 3 clusters Score -2492081 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -2492147.750000 Penalty: 964.921753
	Iteration 23Q: 3 clusters Score -2492148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -2492208.250000 Penalty: 964.921753
	Iteration 24Q: 3 clusters Score -2492208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -2492263.500000 Penalty: 964.921753
	Iteration 25Q: 3 clusters Score -2492264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -2492301.000000 Penalty: 964.921753
	Iteration 26Q: 3 clusters Score -2492301 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -2492333.500000 Penalty: 964.921753
	Iteration 27Q: 3 clusters Score -2492334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -2492370.750000 Penalty: 964.921753
	Iteration 28Q: 3 clusters Score -2492371 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -2492391.000000 Penalty: 964.921753
	Iteration 29Q: 3 clusters Score -2492391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -2492406.500000 Penalty: 964.921753
	Iteration 30Q: 3 clusters Score -2492406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -2492429.750000 Penalty: 964.921753
	Iteration 31Q: 3 clusters Score -2492430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -2492440.500000 Penalty: 964.921753
	Iteration 32Q: 3 clusters Score -2492440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -2492457.500000 Penalty: 964.921753
	Iteration 33Q: 3 clusters Score -2492458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -2492471.000000 Penalty: 964.921753
	Iteration 34Q: 3 clusters Score -2492471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -2492482.250000 Penalty: 964.921753
	Iteration 35Q: 3 clusters Score -2492482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -2492498.500000 Penalty: 964.921753
	Iteration 36Q: 3 clusters Score -2492498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -2492515.000000 Penalty: 964.921753
	Iteration 37Q: 3 clusters Score -2492515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -2492521.250000 Penalty: 964.921753
	Iteration 38Q: 3 clusters Score -2492521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -2492525.500000 Penalty: 964.921753
	Iteration 39Q: 3 clusters Score -2492526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -2492529.500000 Penalty: 964.921753
	Iteration 40F: 3 clusters Score -2492530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -2492532.000000 Penalty: 964.921753
	Iteration 41Q: 3 clusters Score -2492532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -2492537.500000 Penalty: 964.921753
	Iteration 42Q: 3 clusters Score -2492538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -2492543.500000 Penalty: 964.921753
	Iteration 43Q: 3 clusters Score -2492544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -2492548.750000 Penalty: 964.921753
	Iteration 44Q: 3 clusters Score -2492549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -2492555.250000 Penalty: 964.921753
	Iteration 45Q: 3 clusters Score -2492555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -2492561.250000 Penalty: 964.921753
	Iteration 46Q: 3 clusters Score -2492561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -2492566.000000 Penalty: 964.921753
	Iteration 47Q: 3 clusters Score -2492566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -2492568.000000 Penalty: 964.921753
	Iteration 48Q: 3 clusters Score -2492568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -2492567.000000 Penalty: 964.921753
	Iteration 49Q: 3 clusters Score -2492567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -2492569.000000 Penalty: 964.921753
	Iteration 50Q: 3 clusters Score -2492569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -2492570.000000 Penalty: 964.921753
	Iteration 51Q: 3 clusters Score -2492570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -2492567.500000 Penalty: 964.921753
	Iteration 52Q: 3 clusters Score -2492568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -2492571.250000 Penalty: 964.921753
	Iteration 53Q: 3 clusters Score -2492571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -2492569.500000 Penalty: 964.921753
	Iteration 54Q: 3 clusters Score -2492570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -2492569.750000 Penalty: 964.921753
	Iteration 55Q: 3 clusters Score -2492570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -2492570.750000 Penalty: 964.921753
	Iteration 56Q: 3 clusters Score -2492571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -2492570.750000 Penalty: 964.921753
	Iteration 57F: 3 clusters Score -2492571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11469.746094 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11469.75 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 106 members 
Entering Unmasked Estep 
Score: -11201.210938 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11201.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11288.401367 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11302.317383 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11302.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11319.344727 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -11319.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11356.307617 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -11356.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11389.414062 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -11389.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11410.723633 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -11410.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11426.449219 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -11426.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11433.128906 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -11433.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11434.141602 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -11434.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11434.141602 Penalty: 488.728058
	Iteration 10F: 3 clusters Score -11434.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2345.536377 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2345.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2197.690918 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2197.691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2223.915039 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2223.915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2228.528076 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2228.528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2234.002197 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2234.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2234.002197 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2234.002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Entering Unmasked Estep 
Score: -1921395.125000 Penalty: 475.330719
	Iteration 0F: 2 clusters Score -1921395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1898389.250000 Penalty: 950.661438
	Iteration 0F: 3 clusters Score -1898389 nChanged 16570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1908004.750000 Penalty: 950.661438
	Iteration 1F: 3 clusters Score -1908005 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1908427.500000 Penalty: 950.661438
	Iteration 2Q: 3 clusters Score -1908428 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1908941.000000 Penalty: 950.661438
	Iteration 3Q: 3 clusters Score -1908941 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1909569.500000 Penalty: 950.661438
	Iteration 4Q: 3 clusters Score -1909570 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1910394.375000 Penalty: 950.661438
	Iteration 5Q: 3 clusters Score -1910394 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1911589.875000 Penalty: 950.661438
	Iteration 6F: 3 clusters Score -1911590 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1913314.375000 Penalty: 950.661438
	Iteration 7F: 3 clusters Score -1913314 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1915512.125000 Penalty: 950.661438
	Iteration 8F: 3 clusters Score -1915512 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1917657.125000 Penalty: 950.661438
	Iteration 9F: 3 clusters Score -1917657 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1919286.250000 Penalty: 950.661438
	Iteration 10F: 3 clusters Score -1919286 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1920243.250000 Penalty: 950.661438
	Iteration 11Q: 3 clusters Score -1920243 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1920664.500000 Penalty: 950.661438
	Iteration 12Q: 3 clusters Score -1920664 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1920832.125000 Penalty: 950.661438
	Iteration 13Q: 3 clusters Score -1920832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1920899.250000 Penalty: 950.661438
	Iteration 14Q: 3 clusters Score -1920899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1920948.625000 Penalty: 950.661438
	Iteration 15Q: 3 clusters Score -1920949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1920979.500000 Penalty: 950.661438
	Iteration 16Q: 3 clusters Score -1920980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1920999.000000 Penalty: 950.661438
	Iteration 17Q: 3 clusters Score -1920999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1921018.125000 Penalty: 950.661438
	Iteration 18Q: 3 clusters Score -1921018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1921028.500000 Penalty: 950.661438
	Iteration 19Q: 3 clusters Score -1921028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1921042.000000 Penalty: 950.661438
	Iteration 20F: 3 clusters Score -1921042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1921048.750000 Penalty: 950.661438
	Iteration 21Q: 3 clusters Score -1921049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1921061.375000 Penalty: 950.661438
	Iteration 22Q: 3 clusters Score -1921061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1921063.500000 Penalty: 950.661438
	Iteration 23Q: 3 clusters Score -1921064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1921062.875000 Penalty: 950.661438
	Iteration 24Q: 3 clusters Score -1921063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1921063.625000 Penalty: 950.661438
	Iteration 25Q: 3 clusters Score -1921064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1921065.000000 Penalty: 950.661438
	Iteration 26Q: 3 clusters Score -1921065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1921063.000000 Penalty: 950.661438
	Iteration 27Q: 3 clusters Score -1921063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1921065.625000 Penalty: 950.661438
	Iteration 28Q: 3 clusters Score -1921066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1921067.625000 Penalty: 950.661438
	Iteration 29Q: 3 clusters Score -1921068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1921070.750000 Penalty: 950.661438
	Iteration 30Q: 3 clusters Score -1921071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1921072.000000 Penalty: 950.661438
	Iteration 31Q: 3 clusters Score -1921072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1921072.000000 Penalty: 950.661438
	Iteration 32F: 3 clusters Score -1921072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Entering Unmasked Estep 
Score: -498324.656250 Penalty: 412.001251
	Iteration 0F: 2 clusters Score -498324.7 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 4249 members 
Entering Unmasked Estep 
Score: -492573.718750 Penalty: 824.002502
	Iteration 0F: 3 clusters Score -492573.7 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -494903.312500 Penalty: 824.002502
	Iteration 1F: 3 clusters Score -494903.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -495146.875000 Penalty: 824.002502
	Iteration 2F: 3 clusters Score -495146.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -495389.437500 Penalty: 824.002502
	Iteration 3F: 3 clusters Score -495389.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -495686.906250 Penalty: 824.002502
	Iteration 4F: 3 clusters Score -495686.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -496088.468750 Penalty: 824.002502
	Iteration 5F: 3 clusters Score -496088.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -496483.281250 Penalty: 824.002502
	Iteration 6F: 3 clusters Score -496483.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -496807.406250 Penalty: 824.002502
	Iteration 7F: 3 clusters Score -496807.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -497021.968750 Penalty: 824.002502
	Iteration 8Q: 3 clusters Score -497022 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -497182.031250 Penalty: 824.002502
	Iteration 9Q: 3 clusters Score -497182 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -497289.812500 Penalty: 824.002502
	Iteration 10Q: 3 clusters Score -497289.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -497381.000000 Penalty: 824.002502
	Iteration 11Q: 3 clusters Score -497381 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -497444.593750 Penalty: 824.002502
	Iteration 12Q: 3 clusters Score -497444.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -497488.937500 Penalty: 824.002502
	Iteration 13Q: 3 clusters Score -497488.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -497520.187500 Penalty: 824.002502
	Iteration 14Q: 3 clusters Score -497520.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -497549.718750 Penalty: 824.002502
	Iteration 15Q: 3 clusters Score -497549.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -497592.843750 Penalty: 824.002502
	Iteration 16Q: 3 clusters Score -497592.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -497630.656250 Penalty: 824.002502
	Iteration 17Q: 3 clusters Score -497630.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -497666.812500 Penalty: 824.002502
	Iteration 18Q: 3 clusters Score -497666.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -497706.812500 Penalty: 824.002502
	Iteration 19Q: 3 clusters Score -497706.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -497746.031250 Penalty: 824.002502
	Iteration 20F: 3 clusters Score -497746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -497782.875000 Penalty: 824.002502
	Iteration 21Q: 3 clusters Score -497782.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -497821.406250 Penalty: 824.002502
	Iteration 22Q: 3 clusters Score -497821.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -497860.312500 Penalty: 824.002502
	Iteration 23Q: 3 clusters Score -497860.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -497891.156250 Penalty: 824.002502
	Iteration 24Q: 3 clusters Score -497891.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -497917.531250 Penalty: 824.002502
	Iteration 25Q: 3 clusters Score -497917.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -497938.343750 Penalty: 824.002502
	Iteration 26Q: 3 clusters Score -497938.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -497948.437500 Penalty: 824.002502
	Iteration 27Q: 3 clusters Score -497948.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -497958.281250 Penalty: 824.002502
	Iteration 28Q: 3 clusters Score -497958.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -497968.937500 Penalty: 824.002502
	Iteration 29Q: 3 clusters Score -497968.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -497983.281250 Penalty: 824.002502
	Iteration 30Q: 3 clusters Score -497983.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -497996.500000 Penalty: 824.002502
	Iteration 31Q: 3 clusters Score -497996.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -498008.406250 Penalty: 824.002502
	Iteration 32Q: 3 clusters Score -498008.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -498023.562500 Penalty: 824.002502
	Iteration 33Q: 3 clusters Score -498023.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -498040.812500 Penalty: 824.002502
	Iteration 34Q: 3 clusters Score -498040.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -498061.125000 Penalty: 824.002502
	Iteration 35Q: 3 clusters Score -498061.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -498081.125000 Penalty: 824.002502
	Iteration 36Q: 3 clusters Score -498081.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -498100.343750 Penalty: 824.002502
	Iteration 37Q: 3 clusters Score -498100.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -498117.062500 Penalty: 824.002502
	Iteration 38Q: 3 clusters Score -498117.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -498131.656250 Penalty: 824.002502
	Iteration 39Q: 3 clusters Score -498131.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -498149.156250 Penalty: 824.002502
	Iteration 40F: 3 clusters Score -498149.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -498158.218750 Penalty: 824.002502
	Iteration 41Q: 3 clusters Score -498158.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -498166.968750 Penalty: 824.002502
	Iteration 42Q: 3 clusters Score -498167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -498171.906250 Penalty: 824.002502
	Iteration 43Q: 3 clusters Score -498171.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -498176.406250 Penalty: 824.002502
	Iteration 44Q: 3 clusters Score -498176.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -498180.500000 Penalty: 824.002502
	Iteration 45Q: 3 clusters Score -498180.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -498185.656250 Penalty: 824.002502
	Iteration 46Q: 3 clusters Score -498185.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -498191.687500 Penalty: 824.002502
	Iteration 47Q: 3 clusters Score -498191.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -498196.375000 Penalty: 824.002502
	Iteration 48Q: 3 clusters Score -498196.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -498198.437500 Penalty: 824.002502
	Iteration 49Q: 3 clusters Score -498198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -498202.625000 Penalty: 824.002502
	Iteration 50Q: 3 clusters Score -498202.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -498207.312500 Penalty: 824.002502
	Iteration 51Q: 3 clusters Score -498207.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -498208.812500 Penalty: 824.002502
	Iteration 52Q: 3 clusters Score -498208.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -498210.906250 Penalty: 824.002502
	Iteration 53Q: 3 clusters Score -498210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -498212.875000 Penalty: 824.002502
	Iteration 54Q: 3 clusters Score -498212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -498213.125000 Penalty: 824.002502
	Iteration 55Q: 3 clusters Score -498213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -498213.593750 Penalty: 824.002502
	Iteration 56Q: 3 clusters Score -498213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -498212.968750 Penalty: 824.002502
	Iteration 57Q: 3 clusters Score -498213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -498214.093750 Penalty: 824.002502
	Iteration 58Q: 3 clusters Score -498214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -498214.906250 Penalty: 824.002502
	Iteration 59Q: 3 clusters Score -498214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -498214.343750 Penalty: 824.002502
	Iteration 60F: 3 clusters Score -498214.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -11183.040039 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -11183.04 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 97 members 
Entering Unmasked Estep 
Score: -10863.356445 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -10863.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10933.155273 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -10933.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10969.790039 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -10969.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10996.956055 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -10996.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11014.151367 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -11014.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11028.921875 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -11028.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11041.160156 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -11041.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11047.300781 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -11047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11057.716797 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -11057.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11063.710938 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -11063.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11065.691406 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -11065.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11065.691406 Penalty: 489.150330
	Iteration 11F: 3 clusters Score -11065.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Entering Unmasked Estep 
Score: -320926.156250 Penalty: 394.854492
	Iteration 0F: 2 clusters Score -320926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -317005.343750 Penalty: 789.708984
	Iteration 0F: 3 clusters Score -317005.3 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -318425.000000 Penalty: 789.708984
	Iteration 1F: 3 clusters Score -318425 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -318511.500000 Penalty: 789.708984
	Iteration 2Q: 3 clusters Score -318511.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -318592.687500 Penalty: 789.708984
	Iteration 3Q: 3 clusters Score -318592.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -318692.437500 Penalty: 789.708984
	Iteration 4Q: 3 clusters Score -318692.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -318838.656250 Penalty: 789.708984
	Iteration 5Q: 3 clusters Score -318838.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -319057.812500 Penalty: 789.708984
	Iteration 6F: 3 clusters Score -319057.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -319329.468750 Penalty: 789.708984
	Iteration 7F: 3 clusters Score -319329.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -319606.656250 Penalty: 789.708984
	Iteration 8F: 3 clusters Score -319606.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -319812.468750 Penalty: 789.708984
	Iteration 9Q: 3 clusters Score -319812.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -319938.250000 Penalty: 789.708984
	Iteration 10Q: 3 clusters Score -319938.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -320015.593750 Penalty: 789.708984
	Iteration 11Q: 3 clusters Score -320015.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -320075.156250 Penalty: 789.708984
	Iteration 12Q: 3 clusters Score -320075.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -320123.750000 Penalty: 789.708984
	Iteration 13Q: 3 clusters Score -320123.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -320175.187500 Penalty: 789.708984
	Iteration 14Q: 3 clusters Score -320175.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -320217.750000 Penalty: 789.708984
	Iteration 15Q: 3 clusters Score -320217.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -320272.031250 Penalty: 789.708984
	Iteration 16Q: 3 clusters Score -320272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -320307.593750 Penalty: 789.708984
	Iteration 17Q: 3 clusters Score -320307.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -320335.343750 Penalty: 789.708984
	Iteration 18Q: 3 clusters Score -320335.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -320365.093750 Penalty: 789.708984
	Iteration 19Q: 3 clusters Score -320365.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -320399.468750 Penalty: 789.708984
	Iteration 20F: 3 clusters Score -320399.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -320428.625000 Penalty: 789.708984
	Iteration 21Q: 3 clusters Score -320428.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -320457.781250 Penalty: 789.708984
	Iteration 22Q: 3 clusters Score -320457.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -320476.968750 Penalty: 789.708984
	Iteration 23Q: 3 clusters Score -320477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -320495.843750 Penalty: 789.708984
	Iteration 24Q: 3 clusters Score -320495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -320513.687500 Penalty: 789.708984
	Iteration 25Q: 3 clusters Score -320513.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -320520.500000 Penalty: 789.708984
	Iteration 26Q: 3 clusters Score -320520.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -320528.093750 Penalty: 789.708984
	Iteration 27Q: 3 clusters Score -320528.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -320539.562500 Penalty: 789.708984
	Iteration 28Q: 3 clusters Score -320539.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -320549.031250 Penalty: 789.708984
	Iteration 29Q: 3 clusters Score -320549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -320555.562500 Penalty: 789.708984
	Iteration 30Q: 3 clusters Score -320555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -320561.093750 Penalty: 789.708984
	Iteration 31Q: 3 clusters Score -320561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -320564.406250 Penalty: 789.708984
	Iteration 32Q: 3 clusters Score -320564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -320567.000000 Penalty: 789.708984
	Iteration 33Q: 3 clusters Score -320567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -320570.468750 Penalty: 789.708984
	Iteration 34Q: 3 clusters Score -320570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -320571.000000 Penalty: 789.708984
	Iteration 35Q: 3 clusters Score -320571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -320570.718750 Penalty: 789.708984
	Iteration 36Q: 3 clusters Score -320570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -320571.343750 Penalty: 789.708984
	Iteration 37Q: 3 clusters Score -320571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -320571.906250 Penalty: 789.708984
	Iteration 38Q: 3 clusters Score -320571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -320572.718750 Penalty: 789.708984
	Iteration 39Q: 3 clusters Score -320572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -320573.718750 Penalty: 789.708984
	Iteration 40F: 3 clusters Score -320573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -320574.375000 Penalty: 789.708984
	Iteration 41Q: 3 clusters Score -320574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -320574.718750 Penalty: 789.708984
	Iteration 42Q: 3 clusters Score -320574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -320574.468750 Penalty: 789.708984
	Iteration 43Q: 3 clusters Score -320574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -320575.593750 Penalty: 789.708984
	Iteration 44Q: 3 clusters Score -320575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -320575.937500 Penalty: 789.708984
	Iteration 45Q: 3 clusters Score -320575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -320576.500000 Penalty: 789.708984
	Iteration 46Q: 3 clusters Score -320576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -320576.500000 Penalty: 789.708984
	Iteration 47F: 3 clusters Score -320576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -181966.734375 Penalty: 370.556458
	Iteration 0F: 2 clusters Score -181966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -179577.156250 Penalty: 741.112915
	Iteration 0F: 3 clusters Score -179577.2 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -180405.843750 Penalty: 741.112915
	Iteration 1F: 3 clusters Score -180405.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -180488.203125 Penalty: 741.112915
	Iteration 2F: 3 clusters Score -180488.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -180554.843750 Penalty: 741.112915
	Iteration 3Q: 3 clusters Score -180554.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -180632.093750 Penalty: 741.112915
	Iteration 4Q: 3 clusters Score -180632.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -180700.000000 Penalty: 741.112915
	Iteration 5Q: 3 clusters Score -180700 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -180783.078125 Penalty: 741.112915
	Iteration 6Q: 3 clusters Score -180783.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180875.953125 Penalty: 741.112915
	Iteration 7Q: 3 clusters Score -180876 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -180983.718750 Penalty: 741.112915
	Iteration 8Q: 3 clusters Score -180983.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -181068.671875 Penalty: 741.112915
	Iteration 9Q: 3 clusters Score -181068.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -181131.312500 Penalty: 741.112915
	Iteration 10Q: 3 clusters Score -181131.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -181193.781250 Penalty: 741.112915
	Iteration 11Q: 3 clusters Score -181193.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -181240.421875 Penalty: 741.112915
	Iteration 12Q: 3 clusters Score -181240.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -181293.093750 Penalty: 741.112915
	Iteration 13Q: 3 clusters Score -181293.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181346.312500 Penalty: 741.112915
	Iteration 14Q: 3 clusters Score -181346.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181405.109375 Penalty: 741.112915
	Iteration 15Q: 3 clusters Score -181405.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181458.515625 Penalty: 741.112915
	Iteration 16Q: 3 clusters Score -181458.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -181521.343750 Penalty: 741.112915
	Iteration 17Q: 3 clusters Score -181521.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -181586.500000 Penalty: 741.112915
	Iteration 18Q: 3 clusters Score -181586.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -181649.000000 Penalty: 741.112915
	Iteration 19Q: 3 clusters Score -181649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -181692.421875 Penalty: 741.112915
	Iteration 20F: 3 clusters Score -181692.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -181716.093750 Penalty: 741.112915
	Iteration 21Q: 3 clusters Score -181716.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -181729.625000 Penalty: 741.112915
	Iteration 22Q: 3 clusters Score -181729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -181740.750000 Penalty: 741.112915
	Iteration 23Q: 3 clusters Score -181740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -181749.781250 Penalty: 741.112915
	Iteration 24Q: 3 clusters Score -181749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -181754.843750 Penalty: 741.112915
	Iteration 25Q: 3 clusters Score -181754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -181761.234375 Penalty: 741.112915
	Iteration 26Q: 3 clusters Score -181761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -181768.343750 Penalty: 741.112915
	Iteration 27Q: 3 clusters Score -181768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -181775.687500 Penalty: 741.112915
	Iteration 28Q: 3 clusters Score -181775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -181776.906250 Penalty: 741.112915
	Iteration 29Q: 3 clusters Score -181776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -181777.562500 Penalty: 741.112915
	Iteration 30Q: 3 clusters Score -181777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -181778.328125 Penalty: 741.112915
	Iteration 31Q: 3 clusters Score -181778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -181779.609375 Penalty: 741.112915
	Iteration 32Q: 3 clusters Score -181779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -181779.609375 Penalty: 741.112915
	Iteration 33F: 3 clusters Score -181779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -66722.468750 Penalty: 323.647949
	Iteration 0F: 2 clusters Score -66722.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -65763.851562 Penalty: 647.295898
	Iteration 0F: 3 clusters Score -65763.85 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66038.617188 Penalty: 647.295898
	Iteration 1F: 3 clusters Score -66038.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66082.875000 Penalty: 647.295898
	Iteration 2F: 3 clusters Score -66082.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66118.054688 Penalty: 647.295898
	Iteration 3F: 3 clusters Score -66118.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -66155.140625 Penalty: 647.295898
	Iteration 4Q: 3 clusters Score -66155.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66184.710938 Penalty: 647.295898
	Iteration 5Q: 3 clusters Score -66184.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66203.210938 Penalty: 647.295898
	Iteration 6Q: 3 clusters Score -66203.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66213.718750 Penalty: 647.295898
	Iteration 7Q: 3 clusters Score -66213.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66221.039062 Penalty: 647.295898
	Iteration 8Q: 3 clusters Score -66221.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66225.062500 Penalty: 647.295898
	Iteration 9Q: 3 clusters Score -66225.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66226.796875 Penalty: 647.295898
	Iteration 10Q: 3 clusters Score -66226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66228.742188 Penalty: 647.295898
	Iteration 11Q: 3 clusters Score -66228.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -66233.164062 Penalty: 647.295898
	Iteration 12Q: 3 clusters Score -66233.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66238.031250 Penalty: 647.295898
	Iteration 13Q: 3 clusters Score -66238.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -66241.343750 Penalty: 647.295898
	Iteration 14Q: 3 clusters Score -66241.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66244.031250 Penalty: 647.295898
	Iteration 15Q: 3 clusters Score -66244.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -66245.531250 Penalty: 647.295898
	Iteration 16Q: 3 clusters Score -66245.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -66246.148438 Penalty: 647.295898
	Iteration 17Q: 3 clusters Score -66246.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -66247.250000 Penalty: 647.295898
	Iteration 18Q: 3 clusters Score -66247.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66248.046875 Penalty: 647.295898
	Iteration 19Q: 3 clusters Score -66248.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -66248.398438 Penalty: 647.295898
	Iteration 20F: 3 clusters Score -66248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66249.156250 Penalty: 647.295898
	Iteration 21Q: 3 clusters Score -66249.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66249.257812 Penalty: 647.295898
	Iteration 22Q: 3 clusters Score -66249.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66249.257812 Penalty: 647.295898
	Iteration 23F: 3 clusters Score -66249.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2629.621094 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2629.621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2485.568359 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2485.568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2495.350098 Penalty: 354.155670
	Iteration 1Q: 3 clusters Score -2495.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2495.350098 Penalty: 354.155670
	Iteration 2F: 3 clusters Score -2495.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7601.538574 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7601.539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7363.694336 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7363.694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7423.895508 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7423.896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7449.141602 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7449.142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7456.097168 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7456.097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7457.467773 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7457.468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7457.467773 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -7457.468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -35914.078125 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -35914.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35328.042969 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -35328.04 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35474.316406 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -35474.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35507.835938 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -35507.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35530.285156 Penalty: 587.851318
	Iteration 3Q: 3 clusters Score -35530.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35555.792969 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -35555.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35573.429688 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -35573.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35582.742188 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -35582.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35585.800781 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -35585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35588.425781 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -35588.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35590.347656 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -35590.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35593.546875 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -35593.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35597.960938 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -35597.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35602.699219 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -35602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35605.648438 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -35605.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35608.468750 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -35608.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35609.609375 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -35609.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35609.867188 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -35609.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35609.867188 Penalty: 587.851318
	Iteration 17F: 3 clusters Score -35609.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (91810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Entering Unmasked Estep 
Score: -5516974.000000 Penalty: 519.950195
	Iteration 0F: 2 clusters Score -5516974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5455747.500000 Penalty: 1039.900391
	Iteration 0F: 3 clusters Score -5455748 nChanged 44804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -5484432.000000 Penalty: 1039.900391
	Iteration 1F: 3 clusters Score -5484432 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -5487210.500000 Penalty: 1039.900391
	Iteration 2F: 3 clusters Score -5487210 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -5491494.500000 Penalty: 1039.900391
	Iteration 3F: 3 clusters Score -5491494 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -5497195.500000 Penalty: 1039.900391
	Iteration 4F: 3 clusters Score -5497196 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -5503068.000000 Penalty: 1039.900391
	Iteration 5F: 3 clusters Score -5503068 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -5507020.500000 Penalty: 1039.900391
	Iteration 6F: 3 clusters Score -5507020 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -5508592.000000 Penalty: 1039.900391
	Iteration 7Q: 3 clusters Score -5508592 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -5509344.500000 Penalty: 1039.900391
	Iteration 8Q: 3 clusters Score -5509344 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -5509903.000000 Penalty: 1039.900391
	Iteration 9Q: 3 clusters Score -5509903 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -5510303.500000 Penalty: 1039.900391
	Iteration 10Q: 3 clusters Score -5510304 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -5510653.500000 Penalty: 1039.900391
	Iteration 11Q: 3 clusters Score -5510654 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -5510908.000000 Penalty: 1039.900391
	Iteration 12Q: 3 clusters Score -5510908 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -5511118.000000 Penalty: 1039.900391
	Iteration 13Q: 3 clusters Score -5511118 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -5511307.500000 Penalty: 1039.900391
	Iteration 14Q: 3 clusters Score -5511308 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -5511441.500000 Penalty: 1039.900391
	Iteration 15Q: 3 clusters Score -5511442 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -5511577.500000 Penalty: 1039.900391
	Iteration 16Q: 3 clusters Score -5511578 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -5511733.500000 Penalty: 1039.900391
	Iteration 17Q: 3 clusters Score -5511734 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -5511884.500000 Penalty: 1039.900391
	Iteration 18Q: 3 clusters Score -5511884 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -5511996.000000 Penalty: 1039.900391
	Iteration 19Q: 3 clusters Score -5511996 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -5512156.000000 Penalty: 1039.900391
	Iteration 20F: 3 clusters Score -5512156 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -5512256.500000 Penalty: 1039.900391
	Iteration 21Q: 3 clusters Score -5512256 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -5512348.000000 Penalty: 1039.900391
	Iteration 22Q: 3 clusters Score -5512348 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -5512469.000000 Penalty: 1039.900391
	Iteration 23Q: 3 clusters Score -5512469 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -5512608.000000 Penalty: 1039.900391
	Iteration 24Q: 3 clusters Score -5512608 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -5512733.000000 Penalty: 1039.900391
	Iteration 25Q: 3 clusters Score -5512733 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -5512889.500000 Penalty: 1039.900391
	Iteration 26Q: 3 clusters Score -5512890 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -5513055.500000 Penalty: 1039.900391
	Iteration 27Q: 3 clusters Score -5513056 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -5513183.000000 Penalty: 1039.900391
	Iteration 28Q: 3 clusters Score -5513183 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -5513320.500000 Penalty: 1039.900391
	Iteration 29Q: 3 clusters Score -5513320 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -5513415.000000 Penalty: 1039.900391
	Iteration 30Q: 3 clusters Score -5513415 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -5513542.500000 Penalty: 1039.900391
	Iteration 31Q: 3 clusters Score -5513542 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -5513664.000000 Penalty: 1039.900391
	Iteration 32Q: 3 clusters Score -5513664 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -5513804.500000 Penalty: 1039.900391
	Iteration 33Q: 3 clusters Score -5513804 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -5513939.000000 Penalty: 1039.900391
	Iteration 34Q: 3 clusters Score -5513939 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -5514040.500000 Penalty: 1039.900391
	Iteration 35Q: 3 clusters Score -5514040 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -5514163.500000 Penalty: 1039.900391
	Iteration 36Q: 3 clusters Score -5514164 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -5514260.000000 Penalty: 1039.900391
	Iteration 37Q: 3 clusters Score -5514260 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -5514375.500000 Penalty: 1039.900391
	Iteration 38Q: 3 clusters Score -5514376 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -5514488.500000 Penalty: 1039.900391
	Iteration 39Q: 3 clusters Score -5514488 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -5514569.000000 Penalty: 1039.900391
	Iteration 40F: 3 clusters Score -5514569 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -5514671.500000 Penalty: 1039.900391
	Iteration 41Q: 3 clusters Score -5514672 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -5514768.000000 Penalty: 1039.900391
	Iteration 42Q: 3 clusters Score -5514768 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -5514841.000000 Penalty: 1039.900391
	Iteration 43Q: 3 clusters Score -5514841 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -5514933.500000 Penalty: 1039.900391
	Iteration 44Q: 3 clusters Score -5514934 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -5515006.000000 Penalty: 1039.900391
	Iteration 45Q: 3 clusters Score -5515006 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -5515094.500000 Penalty: 1039.900391
	Iteration 46Q: 3 clusters Score -5515094 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -5515171.000000 Penalty: 1039.900391
	Iteration 47Q: 3 clusters Score -5515171 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -5515236.500000 Penalty: 1039.900391
	Iteration 48Q: 3 clusters Score -5515236 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -5515292.500000 Penalty: 1039.900391
	Iteration 49Q: 3 clusters Score -5515292 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -5515348.000000 Penalty: 1039.900391
	Iteration 50Q: 3 clusters Score -5515348 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -5515425.500000 Penalty: 1039.900391
	Iteration 51Q: 3 clusters Score -5515426 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -5515477.000000 Penalty: 1039.900391
	Iteration 52Q: 3 clusters Score -5515477 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -5515502.000000 Penalty: 1039.900391
	Iteration 53Q: 3 clusters Score -5515502 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -5515563.500000 Penalty: 1039.900391
	Iteration 54Q: 3 clusters Score -5515564 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -5515609.500000 Penalty: 1039.900391
	Iteration 55Q: 3 clusters Score -5515610 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -5515644.000000 Penalty: 1039.900391
	Iteration 56Q: 3 clusters Score -5515644 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -5515677.000000 Penalty: 1039.900391
	Iteration 57Q: 3 clusters Score -5515677 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -5515730.000000 Penalty: 1039.900391
	Iteration 58Q: 3 clusters Score -5515730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -5515750.000000 Penalty: 1039.900391
	Iteration 59Q: 3 clusters Score -5515750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -5515766.500000 Penalty: 1039.900391
	Iteration 60F: 3 clusters Score -5515766 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -5515803.000000 Penalty: 1039.900391
	Iteration 61Q: 3 clusters Score -5515803 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -5515836.500000 Penalty: 1039.900391
	Iteration 62Q: 3 clusters Score -5515836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -5515851.500000 Penalty: 1039.900391
	Iteration 63Q: 3 clusters Score -5515852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -5515885.500000 Penalty: 1039.900391
	Iteration 64Q: 3 clusters Score -5515886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -5515920.500000 Penalty: 1039.900391
	Iteration 65Q: 3 clusters Score -5515920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -5515962.000000 Penalty: 1039.900391
	Iteration 66Q: 3 clusters Score -5515962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -5515985.000000 Penalty: 1039.900391
	Iteration 67Q: 3 clusters Score -5515985 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -5516020.500000 Penalty: 1039.900391
	Iteration 68Q: 3 clusters Score -5516020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -5516044.000000 Penalty: 1039.900391
	Iteration 69Q: 3 clusters Score -5516044 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -5516080.500000 Penalty: 1039.900391
	Iteration 70Q: 3 clusters Score -5516080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -5516117.000000 Penalty: 1039.900391
	Iteration 71Q: 3 clusters Score -5516117 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -5516149.500000 Penalty: 1039.900391
	Iteration 72Q: 3 clusters Score -5516150 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -5516188.000000 Penalty: 1039.900391
	Iteration 73Q: 3 clusters Score -5516188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -5516223.500000 Penalty: 1039.900391
	Iteration 74Q: 3 clusters Score -5516224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -5516260.000000 Penalty: 1039.900391
	Iteration 75Q: 3 clusters Score -5516260 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -5516298.500000 Penalty: 1039.900391
	Iteration 76Q: 3 clusters Score -5516298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -5516333.000000 Penalty: 1039.900391
	Iteration 77Q: 3 clusters Score -5516333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -5516354.000000 Penalty: 1039.900391
	Iteration 78Q: 3 clusters Score -5516354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 90535 members 
Entering Unmasked Estep 
Score: -5516381.000000 Penalty: 1039.900391
	Iteration 79Q: 3 clusters Score -5516381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -5516400.500000 Penalty: 1039.900391
	Iteration 80F: 3 clusters Score -5516400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -5516413.000000 Penalty: 1039.900391
	Iteration 81Q: 3 clusters Score -5516413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -5516429.000000 Penalty: 1039.900391
	Iteration 82Q: 3 clusters Score -5516429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -5516439.000000 Penalty: 1039.900391
	Iteration 83Q: 3 clusters Score -5516439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -5516452.000000 Penalty: 1039.900391
	Iteration 84Q: 3 clusters Score -5516452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -5516464.000000 Penalty: 1039.900391
	Iteration 85Q: 3 clusters Score -5516464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -5516479.500000 Penalty: 1039.900391
	Iteration 86Q: 3 clusters Score -5516480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -5516476.000000 Penalty: 1039.900391
	Iteration 87Q: 3 clusters Score -5516476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -5516494.000000 Penalty: 1039.900391
	Iteration 88Q: 3 clusters Score -5516494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -5516517.000000 Penalty: 1039.900391
	Iteration 89Q: 3 clusters Score -5516517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -5516528.000000 Penalty: 1039.900391
	Iteration 90Q: 3 clusters Score -5516528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -5516526.500000 Penalty: 1039.900391
	Iteration 91Q: 3 clusters Score -5516526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -5516526.500000 Penalty: 1039.900391
	Iteration 92Q: 3 clusters Score -5516526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -5516530.000000 Penalty: 1039.900391
	Iteration 93Q: 3 clusters Score -5516530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -5516544.500000 Penalty: 1039.900391
	Iteration 94Q: 3 clusters Score -5516544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -5516544.000000 Penalty: 1039.900391
	Iteration 95Q: 3 clusters Score -5516544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -5516549.500000 Penalty: 1039.900391
	Iteration 96Q: 3 clusters Score -5516550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -5516546.500000 Penalty: 1039.900391
	Iteration 97Q: 3 clusters Score -5516546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -5516541.000000 Penalty: 1039.900391
	Iteration 98Q: 3 clusters Score -5516541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -5516545.000000 Penalty: 1039.900391
	Iteration 99Q: 3 clusters Score -5516545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -5516550.000000 Penalty: 1039.900391
	Iteration 100F: 3 clusters Score -5516550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -5516551.500000 Penalty: 1039.900391
	Iteration 101Q: 3 clusters Score -5516552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 91191 members 
Entering Unmasked Estep 
Score: -5516559.000000 Penalty: 1039.900391
	Iteration 102Q: 3 clusters Score -5516559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -5516555.500000 Penalty: 1039.900391
	Iteration 103Q: 3 clusters Score -5516556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -5516552.000000 Penalty: 1039.900391
	Iteration 104Q: 3 clusters Score -5516552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -5516554.500000 Penalty: 1039.900391
	Iteration 105Q: 3 clusters Score -5516554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -5516551.000000 Penalty: 1039.900391
	Iteration 106Q: 3 clusters Score -5516551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -5516549.000000 Penalty: 1039.900391
	Iteration 107Q: 3 clusters Score -5516549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -5516549.500000 Penalty: 1039.900391
	Iteration 108Q: 3 clusters Score -5516550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -5516550.000000 Penalty: 1039.900391
	Iteration 109Q: 3 clusters Score -5516550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -5516550.000000 Penalty: 1039.900391
	Iteration 110Q: 3 clusters Score -5516550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -5516556.000000 Penalty: 1039.900391
	Iteration 111Q: 3 clusters Score -5516556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -5516551.500000 Penalty: 1039.900391
	Iteration 112Q: 3 clusters Score -5516552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -5516552.000000 Penalty: 1039.900391
	Iteration 113Q: 3 clusters Score -5516552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -5516551.000000 Penalty: 1039.900391
	Iteration 114Q: 3 clusters Score -5516551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -5516551.000000 Penalty: 1039.900391
	Iteration 115Q: 3 clusters Score -5516551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -5516550.500000 Penalty: 1039.900391
	Iteration 116Q: 3 clusters Score -5516550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -5516554.500000 Penalty: 1039.900391
	Iteration 117Q: 3 clusters Score -5516554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -5516552.500000 Penalty: 1039.900391
	Iteration 118Q: 3 clusters Score -5516552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -5516552.500000 Penalty: 1039.900391
	Iteration 119F: 3 clusters Score -5516552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -12714.318359 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -12714.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12395.284180 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12395.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12482.861328 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -12482.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12553.474609 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -12553.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12613.371094 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -12613.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12666.401367 Penalty: 507.066010
	Iteration 4F: 3 clusters Score -12666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12688.470703 Penalty: 507.066010
	Iteration 5F: 3 clusters Score -12688.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12692.705078 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -12692.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12694.064453 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -12694.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12694.064453 Penalty: 507.066010
	Iteration 8F: 3 clusters Score -12694.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7238.339355 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7238.339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6993.419434 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -6993.419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7053.289062 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7053.289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7072.798828 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7072.799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7073.392578 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7073.393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7073.867676 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7073.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7073.867676 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -7073.868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -84525.687500 Penalty: 328.693115
	Iteration 0F: 2 clusters Score -84525.69 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 704 members 
Entering Unmasked Estep 
Score: -83471.507812 Penalty: 657.386230
	Iteration 0F: 3 clusters Score -83471.51 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -83782.367188 Penalty: 657.386230
	Iteration 1F: 3 clusters Score -83782.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -83837.062500 Penalty: 657.386230
	Iteration 2F: 3 clusters Score -83837.06 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -83898.476562 Penalty: 657.386230
	Iteration 3F: 3 clusters Score -83898.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -83951.710938 Penalty: 657.386230
	Iteration 4F: 3 clusters Score -83951.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -84019.734375 Penalty: 657.386230
	Iteration 5F: 3 clusters Score -84019.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -84098.023438 Penalty: 657.386230
	Iteration 6F: 3 clusters Score -84098.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -84174.023438 Penalty: 657.386230
	Iteration 7F: 3 clusters Score -84174.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -84227.421875 Penalty: 657.386230
	Iteration 8Q: 3 clusters Score -84227.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -84246.562500 Penalty: 657.386230
	Iteration 9Q: 3 clusters Score -84246.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -84260.781250 Penalty: 657.386230
	Iteration 10Q: 3 clusters Score -84260.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -84273.000000 Penalty: 657.386230
	Iteration 11Q: 3 clusters Score -84273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -84285.437500 Penalty: 657.386230
	Iteration 12Q: 3 clusters Score -84285.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -84293.421875 Penalty: 657.386230
	Iteration 13Q: 3 clusters Score -84293.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -84300.500000 Penalty: 657.386230
	Iteration 14Q: 3 clusters Score -84300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -84305.203125 Penalty: 657.386230
	Iteration 15Q: 3 clusters Score -84305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -84307.414062 Penalty: 657.386230
	Iteration 16Q: 3 clusters Score -84307.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -84309.171875 Penalty: 657.386230
	Iteration 17Q: 3 clusters Score -84309.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -84309.359375 Penalty: 657.386230
	Iteration 18Q: 3 clusters Score -84309.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -84309.359375 Penalty: 657.386230
	Iteration 19F: 3 clusters Score -84309.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -24070.460938 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -24070.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23645.000000 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -23645 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23754.453125 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -23754.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23774.173828 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -23774.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23790.775391 Penalty: 545.677185
	Iteration 3Q: 3 clusters Score -23790.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23799.216797 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -23799.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23801.410156 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -23801.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23801.769531 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -23801.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23802.728516 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -23802.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23803.285156 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -23803.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23803.285156 Penalty: 545.677185
	Iteration 9F: 3 clusters Score -23803.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -75031.125000 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -75031.12 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 735 members 
Entering Unmasked Estep 
Score: -73974.375000 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -73974.38 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -74420.390625 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -74420.39 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -74631.609375 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -74631.61 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -74800.554688 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -74800.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -74900.085938 Penalty: 661.344849
	Iteration 4F: 3 clusters Score -74900.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -74936.023438 Penalty: 661.344849
	Iteration 5Q: 3 clusters Score -74936.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -74951.781250 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -74951.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -74960.460938 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -74960.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -74964.601562 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -74964.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -74966.953125 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -74966.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -74967.609375 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -74967.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -74967.609375 Penalty: 661.344849
	Iteration 11F: 3 clusters Score -74967.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 195080 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40277 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34435 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91810 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074400.000000 Penalty: 17048.580078
Iteration 479Q: 30 clusters Score -2.30744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5589 members 
Mstep: Class 6 contains 195082 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40281 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34432 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91809 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074386.000000 Penalty: 17048.580078
Iteration 480F: 30 clusters Score -2.307439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 195085 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40290 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34429 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074406.000000 Penalty: 17048.580078
Iteration 481Q: 30 clusters Score -2.307441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5585 members 
Mstep: Class 6 contains 195079 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40302 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34430 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91802 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074412.000000 Penalty: 17048.580078
Iteration 482Q: 30 clusters Score -2.307441e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 6 contains 195079 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40312 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34432 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91800 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074420.000000 Penalty: 17048.580078
Iteration 483Q: 30 clusters Score -2.307442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 195080 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40320 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34432 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91797 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074408.000000 Penalty: 17048.580078
Iteration 484Q: 30 clusters Score -2.307441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 195084 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40324 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34431 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91794 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074418.000000 Penalty: 17048.580078
Iteration 485Q: 30 clusters Score -2.307442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 195082 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40331 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34430 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91795 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074422.000000 Penalty: 17048.580078
Iteration 486Q: 30 clusters Score -2.307442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 6 contains 195085 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40334 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34428 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91794 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074424.000000 Penalty: 17048.580078
Iteration 487Q: 30 clusters Score -2.307442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5585 members 
Mstep: Class 6 contains 195092 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 40337 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91788 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074428.000000 Penalty: 17048.580078
Iteration 488Q: 30 clusters Score -2.307443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 195100 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 40338 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34417 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91786 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074414.000000 Penalty: 17048.580078
Iteration 489Q: 30 clusters Score -2.307441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5580 members 
Mstep: Class 6 contains 195107 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 40338 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34412 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91785 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074412.000000 Penalty: 17048.580078
Iteration 490Q: 30 clusters Score -2.307441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5577 members 
Mstep: Class 6 contains 195110 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 40339 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34412 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91784 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074418.000000 Penalty: 17048.580078
Iteration 491Q: 30 clusters Score -2.307442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 195117 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 40339 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34407 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91785 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074420.000000 Penalty: 17048.580078
Iteration 492Q: 30 clusters Score -2.307442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 195125 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 40341 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34402 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91785 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074424.000000 Penalty: 17048.580078
Iteration 493Q: 30 clusters Score -2.307442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 195130 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 40343 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34398 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91788 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074418.000000 Penalty: 17048.580078
Iteration 494Q: 30 clusters Score -2.307442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 195141 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 40347 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34391 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91784 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074426.000000 Penalty: 17048.580078
Iteration 495Q: 30 clusters Score -2.307443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 195148 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 40351 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34386 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91780 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074430.000000 Penalty: 17048.580078
Iteration 496Q: 30 clusters Score -2.307443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 195145 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 40358 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34384 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91777 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074420.000000 Penalty: 17048.580078
Iteration 497Q: 30 clusters Score -2.307442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 195139 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 40363 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34381 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91781 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074436.000000 Penalty: 17048.580078
Iteration 498Q: 30 clusters Score -2.307444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 195136 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 40364 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34380 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91786 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074448.000000 Penalty: 17048.580078
Iteration 499Q: 30 clusters Score -2.307445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3154 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 195136 members 
Mstep: Class 7 contains 1721 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 3975 members 
Mstep: Class 12 contains 40367 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 34373 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 91788 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23074434.000000 Penalty: 17048.580078
Iteration 500F: 30 clusters Score -2.307443e+07 nChanged 21
Maximum iterations exceeded
--- Evaluating fit on full set of 1225793 points ---
Entering Unmasked Estep 
Score: -69226464.000000 Penalty: 18498.199219
20->30 Clusters: Score -69226464.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 408597 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 20340 members 
Mstep: Class 3 contains 20581 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 5 contains 20424 members 
Mstep: Class 6 contains 20418 members 
Mstep: Class 7 contains 20291 members 
Mstep: Class 8 contains 20387 members 
Mstep: Class 9 contains 20640 members 
Mstep: Class 10 contains 20384 members 
Mstep: Class 11 contains 20320 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 20283 members 
Mstep: Class 14 contains 20429 members 
Mstep: Class 15 contains 20445 members 
Mstep: Class 16 contains 20556 members 
Mstep: Class 17 contains 20502 members 
Mstep: Class 18 contains 20430 members 
Mstep: Class 19 contains 20357 members 
Mstep: Class 20 contains 20412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 0.000000 but Gain 587.881836
Score: -16519899.000000 Penalty: 11169.758789
Iteration 0F: 20 clusters Score -1.65199e+07 nChanged 388134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4810 members 
Mstep: Class 1 contains 239716 members 
Mstep: Class 2 contains 25 members 
Mstep: Class 3 contains 245 members 
Mstep: Class 4 contains 1096 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 948 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 31994 members 
Mstep: Class 11 contains 6 members 
Deleted class 11: not enough members
Mstep: Class 12 contains 3793 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 10690 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 87827 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 55.148029 but Gain 587.881836
Score: -22767524.000000 Penalty: 9993.995117
Iteration 1F: 18 clusters Score -2.276752e+07 nChanged 74278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3440 members 
Mstep: Class 1 contains 267114 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 323 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 25607 members 
Mstep: Class 12 contains 3254 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 18211 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 136 members 
Mstep: Class 18 contains 75217 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 102.226639 but Gain 587.882812
Score: -22871436.000000 Penalty: 9406.112305
Iteration 2F: 17 clusters Score -2.287144e+07 nChanged 37614
Entering Unmasked Mstep 
Mstep: Class 0 contains 3336 members 
Mstep: Class 1 contains 277936 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 160 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 8 contains 612 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 28172 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 23892 members 
Mstep: Class 15 contains 2017 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 57958 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 136.681488 but Gain 587.881836
Score: -22893962.000000 Penalty: 8818.230469
Iteration 3F: 16 clusters Score -2.289396e+07 nChanged 30357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3254 members 
Mstep: Class 1 contains 286175 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 34096 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 5406 members 
Mstep: Class 14 contains 27215 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 17 contains 175 members 
Mstep: Class 18 contains 41819 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 205.263321 but Gain 587.881836
Score: -22904770.000000 Penalty: 8230.348633
Iteration 4F: 15 clusters Score -2.290477e+07 nChanged 26935
Entering Unmasked Mstep 
Mstep: Class 0 contains 3221 members 
Mstep: Class 1 contains 291728 members 
Mstep: Class 3 contains 1060 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 8 contains 448 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 42092 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 5389 members 
Mstep: Class 14 contains 28457 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 28098 members 
Mstep: Class 19 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 526.972168 but Gain 587.881836
Score: -22916528.000000 Penalty: 7642.466797
Iteration 5F: 14 clusters Score -2.291653e+07 nChanged 23023
Entering Unmasked Mstep 
Mstep: Class 0 contains 3209 members 
Mstep: Class 1 contains 293038 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 5 contains 227 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 51761 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 13 contains 5372 members 
Mstep: Class 14 contains 27979 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 18 contains 18189 members 
Mstep: Class 19 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22931746.000000 Penalty: 7642.466797
Iteration 6F: 14 clusters Score -2.293175e+07 nChanged 18907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3205 members 
Mstep: Class 1 contains 289753 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 5 contains 209 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 62396 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 26259 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 12622 members 
Mstep: Class 19 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22949510.000000 Penalty: 7642.466797
Iteration 7Q: 14 clusters Score -2.294951e+07 nChanged 16136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 282355 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 10 contains 73638 members 
Mstep: Class 12 contains 906 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 24123 members 
Mstep: Class 15 contains 1455 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22968270.000000 Penalty: 7642.466797
Iteration 8Q: 14 clusters Score -2.296827e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 273676 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 5 contains 187 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 84579 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 22192 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 2878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22984440.000000 Penalty: 7642.466797
Iteration 9Q: 14 clusters Score -2.298444e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 264901 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 9 contains 2121 members 
Mstep: Class 10 contains 94998 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 20711 members 
Mstep: Class 15 contains 1526 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9827 members 
Mstep: Class 19 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22998070.000000 Penalty: 7642.466797
Iteration 10Q: 14 clusters Score -2.299807e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 256602 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 9 contains 2126 members 
Mstep: Class 10 contains 104333 members 
Mstep: Class 12 contains 617 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 19698 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 9399 members 
Mstep: Class 19 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23007798.000000 Penalty: 7642.466797
Iteration 11Q: 14 clusters Score -2.30078e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 248763 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 376 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 10 contains 112712 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 19114 members 
Mstep: Class 15 contains 1719 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 8988 members 
Mstep: Class 19 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23013470.000000 Penalty: 7642.466797
Iteration 12Q: 14 clusters Score -2.301347e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 241172 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 10 contains 120456 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 18888 members 
Mstep: Class 15 contains 1820 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 8601 members 
Mstep: Class 19 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014314.000000 Penalty: 7642.466797
Iteration 13Q: 14 clusters Score -2.301431e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 233262 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 128049 members 
Mstep: Class 12 contains 620 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 19046 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 8326 members 
Mstep: Class 19 contains 4564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014450.000000 Penalty: 7642.466797
Iteration 14Q: 14 clusters Score -2.301445e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 224899 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 9 contains 2206 members 
Mstep: Class 10 contains 135756 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 4799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014692.000000 Penalty: 7642.466797
Iteration 15Q: 14 clusters Score -2.301469e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 216253 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 143485 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 20129 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014824.000000 Penalty: 7642.466797
Iteration 16Q: 14 clusters Score -2.301482e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 207427 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 151193 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20913 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 5349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23015416.000000 Penalty: 7642.466797
Iteration 17Q: 14 clusters Score -2.301542e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 198979 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 158292 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 21925 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23015688.000000 Penalty: 7642.466797
Iteration 18Q: 14 clusters Score -2.301569e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 165004 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 22953 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 17 contains 474 members 
Mstep: Class 18 contains 7684 members 
Mstep: Class 19 contains 6087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016234.000000 Penalty: 7642.466797
Iteration 19Q: 14 clusters Score -2.301623e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 182859 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 171378 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 24033 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 6519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23018238.000000 Penalty: 7642.466797
Iteration 20F: 14 clusters Score -2.301824e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 3193 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 407 members 
Mstep: Class 9 contains 2469 members 
Mstep: Class 10 contains 177229 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 25128 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 6971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23019906.000000 Penalty: 7642.466797
Iteration 21Q: 14 clusters Score -2.301991e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 182203 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 26315 members 
Mstep: Class 15 contains 2350 members 
Mstep: Class 17 contains 522 members 
Mstep: Class 18 contains 7617 members 
Mstep: Class 19 contains 7477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23022280.000000 Penalty: 7642.466797
Iteration 22Q: 14 clusters Score -2.302228e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 162441 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 9 contains 2652 members 
Mstep: Class 10 contains 186434 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 27521 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 7978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23023900.000000 Penalty: 7642.466797
Iteration 23Q: 14 clusters Score -2.30239e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 190275 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 28714 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 17 contains 647 members 
Mstep: Class 18 contains 7520 members 
Mstep: Class 19 contains 8453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23027096.000000 Penalty: 7642.466797
Iteration 24Q: 14 clusters Score -2.30271e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 193258 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 29865 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 7477 members 
Mstep: Class 19 contains 8974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23027848.000000 Penalty: 7642.466797
Iteration 25Q: 14 clusters Score -2.302785e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 195890 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 30970 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 17 contains 718 members 
Mstep: Class 18 contains 7467 members 
Mstep: Class 19 contains 9507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23029604.000000 Penalty: 7642.466797
Iteration 26Q: 14 clusters Score -2.30296e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 143827 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 198072 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 32005 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 7453 members 
Mstep: Class 19 contains 9958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23031696.000000 Penalty: 7642.466797
Iteration 27Q: 14 clusters Score -2.30317e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 140780 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 199579 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 5360 members 
Mstep: Class 14 contains 32961 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 10415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23033646.000000 Penalty: 7642.466797
Iteration 28Q: 14 clusters Score -2.303365e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 138392 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 200597 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 33813 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 19 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23035086.000000 Penalty: 7642.466797
Iteration 29Q: 14 clusters Score -2.303509e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 136491 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 201236 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 34600 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 17 contains 851 members 
Mstep: Class 18 contains 7414 members 
Mstep: Class 19 contains 11165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23036428.000000 Penalty: 7642.466797
Iteration 30Q: 14 clusters Score -2.303643e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 134969 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 201563 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 35341 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 7379 members 
Mstep: Class 19 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23037164.000000 Penalty: 7642.466797
Iteration 31Q: 14 clusters Score -2.303716e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 133690 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 201744 members 
Mstep: Class 12 contains 1092 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 36007 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 7343 members 
Mstep: Class 19 contains 11840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23037898.000000 Penalty: 7642.466797
Iteration 32Q: 14 clusters Score -2.30379e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 5 contains 199 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3840 members 
Mstep: Class 10 contains 201827 members 
Mstep: Class 12 contains 1104 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 36559 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 17 contains 972 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 12138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23038470.000000 Penalty: 7642.466797
Iteration 33Q: 14 clusters Score -2.303847e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3193 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 3942 members 
Mstep: Class 10 contains 201863 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 37052 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 12421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23038790.000000 Penalty: 7642.466797
Iteration 34Q: 14 clusters Score -2.303879e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3193 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 3 contains 1054 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 4046 members 
Mstep: Class 10 contains 201885 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 37480 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 17 contains 1101 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 12621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23039258.000000 Penalty: 7642.466797
Iteration 35Q: 14 clusters Score -2.303926e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3193 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 201826 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 5360 members 
Mstep: Class 14 contains 37887 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 12788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23039740.000000 Penalty: 7642.466797
Iteration 36Q: 14 clusters Score -2.303974e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 3193 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 5 contains 202 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 201736 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 5360 members 
Mstep: Class 14 contains 38245 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 12936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23040182.000000 Penalty: 7642.466797
Iteration 37Q: 14 clusters Score -2.304018e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 3193 members 
Mstep: Class 1 contains 129403 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 201587 members 
Mstep: Class 12 contains 1134 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 38564 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 7053 members 
Mstep: Class 19 contains 13152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23040618.000000 Penalty: 7642.466797
Iteration 38Q: 14 clusters Score -2.304062e+07 nChanged 1652
Entering ConstructFrom: 
Score: -23040618.000000 Penalty: 7642.466797
Entering ConstructFrom: 
Trying to split cluster 1 (129005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Entering Unmasked Estep 
Score: -7715618.000000 Penalty: 535.426086
	Iteration 0F: 2 clusters Score -7715618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -7635740.000000 Penalty: 1070.852173
	Iteration 0F: 3 clusters Score -7635740 nChanged 63492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -7675626.000000 Penalty: 1070.852173
	Iteration 1F: 3 clusters Score -7675626 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -7677827.500000 Penalty: 1070.852173
	Iteration 2Q: 3 clusters Score -7677828 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -7681316.500000 Penalty: 1070.852173
	Iteration 3F: 3 clusters Score -7681316 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -7686131.500000 Penalty: 1070.852173
	Iteration 4F: 3 clusters Score -7686132 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -7691144.500000 Penalty: 1070.852173
	Iteration 5F: 3 clusters Score -7691144 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -7696309.000000 Penalty: 1070.852173
	Iteration 6F: 3 clusters Score -7696309 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -7701413.500000 Penalty: 1070.852173
	Iteration 7F: 3 clusters Score -7701414 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -7705680.500000 Penalty: 1070.852173
	Iteration 8Q: 3 clusters Score -7705680 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7708331.000000 Penalty: 1070.852173
	Iteration 9Q: 3 clusters Score -7708331 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110821 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7709776.500000 Penalty: 1070.852173
	Iteration 10Q: 3 clusters Score -7709776 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -7710596.500000 Penalty: 1070.852173
	Iteration 11Q: 3 clusters Score -7710596 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114634 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -7711150.500000 Penalty: 1070.852173
	Iteration 12Q: 3 clusters Score -7711150 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116243 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -7711709.500000 Penalty: 1070.852173
	Iteration 13Q: 3 clusters Score -7711710 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117763 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -7712288.500000 Penalty: 1070.852173
	Iteration 14Q: 3 clusters Score -7712288 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119165 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -7712789.000000 Penalty: 1070.852173
	Iteration 15Q: 3 clusters Score -7712789 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120480 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -7713331.000000 Penalty: 1070.852173
	Iteration 16Q: 3 clusters Score -7713331 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121592 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -7713784.500000 Penalty: 1070.852173
	Iteration 17Q: 3 clusters Score -7713784 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -7714159.000000 Penalty: 1070.852173
	Iteration 18Q: 3 clusters Score -7714159 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -7714490.500000 Penalty: 1070.852173
	Iteration 19Q: 3 clusters Score -7714490 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124149 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7714704.000000 Penalty: 1070.852173
	Iteration 20F: 3 clusters Score -7714704 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7714999.000000 Penalty: 1070.852173
	Iteration 21Q: 3 clusters Score -7714999 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125405 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7715161.500000 Penalty: 1070.852173
	Iteration 22Q: 3 clusters Score -7715162 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7715289.000000 Penalty: 1070.852173
	Iteration 23Q: 3 clusters Score -7715289 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7715384.500000 Penalty: 1070.852173
	Iteration 24Q: 3 clusters Score -7715384 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126642 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7715392.000000 Penalty: 1070.852173
	Iteration 25Q: 3 clusters Score -7715392 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126900 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7715423.500000 Penalty: 1070.852173
	Iteration 26Q: 3 clusters Score -7715424 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127121 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7715428.000000 Penalty: 1070.852173
	Iteration 27Q: 3 clusters Score -7715428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127299 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7715481.000000 Penalty: 1070.852173
	Iteration 28Q: 3 clusters Score -7715481 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127437 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7715511.000000 Penalty: 1070.852173
	Iteration 29Q: 3 clusters Score -7715511 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7715520.000000 Penalty: 1070.852173
	Iteration 30Q: 3 clusters Score -7715520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127640 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7715511.000000 Penalty: 1070.852173
	Iteration 31Q: 3 clusters Score -7715511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7715525.000000 Penalty: 1070.852173
	Iteration 32Q: 3 clusters Score -7715525 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127794 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7715541.500000 Penalty: 1070.852173
	Iteration 33Q: 3 clusters Score -7715542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7715535.500000 Penalty: 1070.852173
	Iteration 34Q: 3 clusters Score -7715536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7715522.500000 Penalty: 1070.852173
	Iteration 35Q: 3 clusters Score -7715522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7715524.500000 Penalty: 1070.852173
	Iteration 36Q: 3 clusters Score -7715524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128027 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7715554.000000 Penalty: 1070.852173
	Iteration 37Q: 3 clusters Score -7715554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7715544.500000 Penalty: 1070.852173
	Iteration 38Q: 3 clusters Score -7715544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128103 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7715550.500000 Penalty: 1070.852173
	Iteration 39Q: 3 clusters Score -7715550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128133 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7715550.000000 Penalty: 1070.852173
	Iteration 40F: 3 clusters Score -7715550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128165 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7715528.000000 Penalty: 1070.852173
	Iteration 41Q: 3 clusters Score -7715528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7715519.000000 Penalty: 1070.852173
	Iteration 42Q: 3 clusters Score -7715519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128218 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7715521.000000 Penalty: 1070.852173
	Iteration 43Q: 3 clusters Score -7715521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128246 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7715497.000000 Penalty: 1070.852173
	Iteration 44Q: 3 clusters Score -7715497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7715502.500000 Penalty: 1070.852173
	Iteration 45Q: 3 clusters Score -7715502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7715494.000000 Penalty: 1070.852173
	Iteration 46Q: 3 clusters Score -7715494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7715477.500000 Penalty: 1070.852173
	Iteration 47Q: 3 clusters Score -7715478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128332 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7715487.000000 Penalty: 1070.852173
	Iteration 48Q: 3 clusters Score -7715487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128355 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7715456.500000 Penalty: 1070.852173
	Iteration 49Q: 3 clusters Score -7715456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128372 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7715459.000000 Penalty: 1070.852173
	Iteration 50Q: 3 clusters Score -7715459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128384 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7715456.000000 Penalty: 1070.852173
	Iteration 51Q: 3 clusters Score -7715456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128394 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7715446.500000 Penalty: 1070.852173
	Iteration 52Q: 3 clusters Score -7715446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128405 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7715453.000000 Penalty: 1070.852173
	Iteration 53Q: 3 clusters Score -7715453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128420 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7715444.500000 Penalty: 1070.852173
	Iteration 54Q: 3 clusters Score -7715444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128431 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7715445.000000 Penalty: 1070.852173
	Iteration 55Q: 3 clusters Score -7715445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7715426.500000 Penalty: 1070.852173
	Iteration 56Q: 3 clusters Score -7715426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7715416.500000 Penalty: 1070.852173
	Iteration 57Q: 3 clusters Score -7715416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128478 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7715410.500000 Penalty: 1070.852173
	Iteration 58Q: 3 clusters Score -7715410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7715398.500000 Penalty: 1070.852173
	Iteration 59Q: 3 clusters Score -7715398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7715400.500000 Penalty: 1070.852173
	Iteration 60F: 3 clusters Score -7715400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7715396.000000 Penalty: 1070.852173
	Iteration 61Q: 3 clusters Score -7715396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7715397.000000 Penalty: 1070.852173
	Iteration 62Q: 3 clusters Score -7715397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7715394.500000 Penalty: 1070.852173
	Iteration 63Q: 3 clusters Score -7715394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128492 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7715392.000000 Penalty: 1070.852173
	Iteration 64Q: 3 clusters Score -7715392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128494 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7715395.000000 Penalty: 1070.852173
	Iteration 65Q: 3 clusters Score -7715395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128499 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7715400.000000 Penalty: 1070.852173
	Iteration 66Q: 3 clusters Score -7715400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7715390.000000 Penalty: 1070.852173
	Iteration 67Q: 3 clusters Score -7715390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7715392.500000 Penalty: 1070.852173
	Iteration 68Q: 3 clusters Score -7715392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7715392.000000 Penalty: 1070.852173
	Iteration 69Q: 3 clusters Score -7715392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7715396.500000 Penalty: 1070.852173
	Iteration 70Q: 3 clusters Score -7715396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128528 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7715390.000000 Penalty: 1070.852173
	Iteration 71Q: 3 clusters Score -7715390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128530 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7715395.000000 Penalty: 1070.852173
	Iteration 72Q: 3 clusters Score -7715395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7715395.000000 Penalty: 1070.852173
	Iteration 73Q: 3 clusters Score -7715395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7715392.000000 Penalty: 1070.852173
	Iteration 74Q: 3 clusters Score -7715392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7715392.000000 Penalty: 1070.852173
	Iteration 75F: 3 clusters Score -7715392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -54688.789062 Penalty: 315.559357
	Iteration 0F: 2 clusters Score -54688.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -53856.457031 Penalty: 631.118713
	Iteration 0F: 3 clusters Score -53856.46 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -54117.695312 Penalty: 631.118713
	Iteration 1F: 3 clusters Score -54117.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54289.628906 Penalty: 631.118713
	Iteration 2F: 3 clusters Score -54289.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -54577.683594 Penalty: 631.118713
	Iteration 3F: 3 clusters Score -54577.68 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54768.535156 Penalty: 631.118713
	Iteration 4F: 3 clusters Score -54768.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54886.261719 Penalty: 631.118713
	Iteration 5F: 3 clusters Score -54886.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54961.453125 Penalty: 631.118713
	Iteration 6F: 3 clusters Score -54961.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54995.933594 Penalty: 631.118713
	Iteration 7Q: 3 clusters Score -54995.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55023.582031 Penalty: 631.118713
	Iteration 8Q: 3 clusters Score -55023.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -55042.875000 Penalty: 631.118713
	Iteration 9Q: 3 clusters Score -55042.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55063.722656 Penalty: 631.118713
	Iteration 10Q: 3 clusters Score -55063.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -55086.375000 Penalty: 631.118713
	Iteration 11Q: 3 clusters Score -55086.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -55104.664062 Penalty: 631.118713
	Iteration 12Q: 3 clusters Score -55104.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55117.320312 Penalty: 631.118713
	Iteration 13Q: 3 clusters Score -55117.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55123.156250 Penalty: 631.118713
	Iteration 14Q: 3 clusters Score -55123.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55124.847656 Penalty: 631.118713
	Iteration 15Q: 3 clusters Score -55124.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55126.449219 Penalty: 631.118713
	Iteration 16Q: 3 clusters Score -55126.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55127.441406 Penalty: 631.118713
	Iteration 17Q: 3 clusters Score -55127.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55127.972656 Penalty: 631.118713
	Iteration 18Q: 3 clusters Score -55127.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55128.468750 Penalty: 631.118713
	Iteration 19Q: 3 clusters Score -55128.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -55141.308594 Penalty: 631.118713
	Iteration 20F: 3 clusters Score -55141.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -55167.195312 Penalty: 631.118713
	Iteration 21Q: 3 clusters Score -55167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55175.894531 Penalty: 631.118713
	Iteration 22Q: 3 clusters Score -55175.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55179.714844 Penalty: 631.118713
	Iteration 23Q: 3 clusters Score -55179.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55181.042969 Penalty: 631.118713
	Iteration 24Q: 3 clusters Score -55181.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55182.921875 Penalty: 631.118713
	Iteration 25Q: 3 clusters Score -55182.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55183.097656 Penalty: 631.118713
	Iteration 26Q: 3 clusters Score -55183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55183.097656 Penalty: 631.118713
	Iteration 27F: 3 clusters Score -55183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 5 contains 208 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 13344 members 
Entering Unmasked Estep 
Score: -23040942.000000 Penalty: 8230.348633
Splitting cluster 3 changes total score from -23040618.000000 to -23040942.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -8672.520508 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -8672.521 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 104 members 
Entering Unmasked Estep 
Score: -8448.612305 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8448.612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8689.949219 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8689.949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8841.767578 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8841.768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8936.937500 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8936.938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9039.985352 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9039.985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9092.704102 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9092.704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9306.236328 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9306.236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9306.236328 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -9306.236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 138 members 
Mstep: Class 5 contains 70 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 13344 members 
Entering Unmasked Estep 
Score: -23041226.000000 Penalty: 8818.230469
Splitting cluster 5 changes total score from -23040618.000000 to -23041226.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -15959.001953 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -15959 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 176 members 
Entering Unmasked Estep 
Score: -15616.361328 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -15616.36 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15755.481445 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -15755.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15924.121094 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -15924.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16078.616211 Penalty: 535.382324
	Iteration 3F: 3 clusters Score -16078.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16161.857422 Penalty: 535.382324
	Iteration 4F: 3 clusters Score -16161.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16215.571289 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -16215.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16232.802734 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -16232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16241.975586 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -16241.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16257.521484 Penalty: 535.382324
	Iteration 8Q: 3 clusters Score -16257.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16276.603516 Penalty: 535.382324
	Iteration 9Q: 3 clusters Score -16276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16280.619141 Penalty: 535.382324
	Iteration 10Q: 3 clusters Score -16280.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16286.502930 Penalty: 535.382324
	Iteration 11Q: 3 clusters Score -16286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16320.549805 Penalty: 535.382324
	Iteration 12Q: 3 clusters Score -16320.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16320.973633 Penalty: 535.382324
	Iteration 13Q: 3 clusters Score -16320.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16322.092773 Penalty: 535.382324
	Iteration 14Q: 3 clusters Score -16322.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16328.190430 Penalty: 535.382324
	Iteration 15Q: 3 clusters Score -16328.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16332.929688 Penalty: 535.382324
	Iteration 16Q: 3 clusters Score -16332.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16332.929688 Penalty: 535.382324
	Iteration 17F: 3 clusters Score -16332.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 138 members 
Mstep: Class 5 contains 70 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 13344 members 
Entering Unmasked Estep 
Score: -23041266.000000 Penalty: 9406.112305
Splitting cluster 6 changes total score from -23040618.000000 to -23041266.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -229000.046875 Penalty: 382.281097
	Iteration 0F: 2 clusters Score -229000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -226020.250000 Penalty: 764.562195
	Iteration 0F: 3 clusters Score -226020.2 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -227376.984375 Penalty: 764.562195
	Iteration 1F: 3 clusters Score -227377 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -227765.687500 Penalty: 764.562195
	Iteration 2F: 3 clusters Score -227765.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -228085.671875 Penalty: 764.562195
	Iteration 3F: 3 clusters Score -228085.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -228276.437500 Penalty: 764.562195
	Iteration 4F: 3 clusters Score -228276.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -228368.156250 Penalty: 764.562195
	Iteration 5Q: 3 clusters Score -228368.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -228416.156250 Penalty: 764.562195
	Iteration 6Q: 3 clusters Score -228416.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -228451.515625 Penalty: 764.562195
	Iteration 7Q: 3 clusters Score -228451.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -228479.625000 Penalty: 764.562195
	Iteration 8Q: 3 clusters Score -228479.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -228510.250000 Penalty: 764.562195
	Iteration 9Q: 3 clusters Score -228510.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -228550.531250 Penalty: 764.562195
	Iteration 10Q: 3 clusters Score -228550.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -228591.812500 Penalty: 764.562195
	Iteration 11Q: 3 clusters Score -228591.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -228638.343750 Penalty: 764.562195
	Iteration 12Q: 3 clusters Score -228638.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -228678.468750 Penalty: 764.562195
	Iteration 13Q: 3 clusters Score -228678.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -228729.843750 Penalty: 764.562195
	Iteration 14Q: 3 clusters Score -228729.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -228805.546875 Penalty: 764.562195
	Iteration 15Q: 3 clusters Score -228805.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -228895.359375 Penalty: 764.562195
	Iteration 16Q: 3 clusters Score -228895.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -228989.453125 Penalty: 764.562195
	Iteration 17Q: 3 clusters Score -228989.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -229077.046875 Penalty: 764.562195
	Iteration 18Q: 3 clusters Score -229077 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -229207.421875 Penalty: 764.562195
	Iteration 19Q: 3 clusters Score -229207.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -229374.609375 Penalty: 764.562195
	Iteration 20F: 3 clusters Score -229374.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -229563.812500 Penalty: 764.562195
	Iteration 21Q: 3 clusters Score -229563.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -229713.984375 Penalty: 764.562195
	Iteration 22Q: 3 clusters Score -229714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -229796.968750 Penalty: 764.562195
	Iteration 23Q: 3 clusters Score -229797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -229819.781250 Penalty: 764.562195
	Iteration 24Q: 3 clusters Score -229819.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -229830.906250 Penalty: 764.562195
	Iteration 25Q: 3 clusters Score -229830.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -229835.000000 Penalty: 764.562195
	Iteration 26Q: 3 clusters Score -229835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -229837.906250 Penalty: 764.562195
	Iteration 27Q: 3 clusters Score -229837.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -229840.062500 Penalty: 764.562195
	Iteration 28Q: 3 clusters Score -229840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -229840.906250 Penalty: 764.562195
	Iteration 29Q: 3 clusters Score -229840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -229841.718750 Penalty: 764.562195
	Iteration 30Q: 3 clusters Score -229841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -229841.812500 Penalty: 764.562195
	Iteration 31Q: 3 clusters Score -229841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -229842.125000 Penalty: 764.562195
	Iteration 32Q: 3 clusters Score -229842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -229842.484375 Penalty: 764.562195
	Iteration 33Q: 3 clusters Score -229842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -229842.140625 Penalty: 764.562195
	Iteration 34Q: 3 clusters Score -229842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -229842.625000 Penalty: 764.562195
	Iteration 35Q: 3 clusters Score -229842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -229842.625000 Penalty: 764.562195
	Iteration 36F: 3 clusters Score -229842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 138 members 
Mstep: Class 5 contains 70 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 13344 members 
Entering Unmasked Estep 
Score: -23041906.000000 Penalty: 9993.995117
Splitting cluster 9 changes total score from -23040618.000000 to -23041906.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 10 (201373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201373 members 
Entering Unmasked Estep 
Score: -11715252.000000 Penalty: 555.687622
	Iteration 0F: 2 clusters Score -1.171525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -11590287.000000 Penalty: 1111.375244
	Iteration 0F: 3 clusters Score -1.159029e+07 nChanged 99334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -11652493.000000 Penalty: 1111.375244
	Iteration 1F: 3 clusters Score -1.165249e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -11657746.000000 Penalty: 1111.375244
	Iteration 2F: 3 clusters Score -1.165775e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -11665271.000000 Penalty: 1111.375244
	Iteration 3F: 3 clusters Score -1.166527e+07 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -11674388.000000 Penalty: 1111.375244
	Iteration 4F: 3 clusters Score -1.167439e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -11681956.000000 Penalty: 1111.375244
	Iteration 5F: 3 clusters Score -1.168196e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -11686637.000000 Penalty: 1111.375244
	Iteration 6Q: 3 clusters Score -1.168664e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -11688970.000000 Penalty: 1111.375244
	Iteration 7Q: 3 clusters Score -1.168897e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -11689958.000000 Penalty: 1111.375244
	Iteration 8Q: 3 clusters Score -1.168996e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -11690612.000000 Penalty: 1111.375244
	Iteration 9Q: 3 clusters Score -1.169061e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -11691100.000000 Penalty: 1111.375244
	Iteration 10Q: 3 clusters Score -1.16911e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 113732 members 
Entering Unmasked Estep 
Score: -11691661.000000 Penalty: 1111.375244
	Iteration 11Q: 3 clusters Score -1.169166e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
Score: -11692371.000000 Penalty: 1111.375244
	Iteration 12Q: 3 clusters Score -1.169237e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -11693114.000000 Penalty: 1111.375244
	Iteration 13Q: 3 clusters Score -1.169311e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -11694053.000000 Penalty: 1111.375244
	Iteration 14Q: 3 clusters Score -1.169405e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 127066 members 
Entering Unmasked Estep 
Score: -11695178.000000 Penalty: 1111.375244
	Iteration 15Q: 3 clusters Score -1.169518e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 131666 members 
Entering Unmasked Estep 
Score: -11696397.000000 Penalty: 1111.375244
	Iteration 16Q: 3 clusters Score -1.16964e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -11697900.000000 Penalty: 1111.375244
	Iteration 17Q: 3 clusters Score -1.16979e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -11699235.000000 Penalty: 1111.375244
	Iteration 18Q: 3 clusters Score -1.169924e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -11700607.000000 Penalty: 1111.375244
	Iteration 19Q: 3 clusters Score -1.170061e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -11701791.000000 Penalty: 1111.375244
	Iteration 20F: 3 clusters Score -1.170179e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 158874 members 
Entering Unmasked Estep 
Score: -11702573.000000 Penalty: 1111.375244
	Iteration 21Q: 3 clusters Score -1.170257e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -11703615.000000 Penalty: 1111.375244
	Iteration 22Q: 3 clusters Score -1.170362e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -11704251.000000 Penalty: 1111.375244
	Iteration 23Q: 3 clusters Score -1.170425e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 170349 members 
Entering Unmasked Estep 
Score: -11704938.000000 Penalty: 1111.375244
	Iteration 24Q: 3 clusters Score -1.170494e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -11705717.000000 Penalty: 1111.375244
	Iteration 25Q: 3 clusters Score -1.170572e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -11706285.000000 Penalty: 1111.375244
	Iteration 26Q: 3 clusters Score -1.170628e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 178019 members 
Entering Unmasked Estep 
Score: -11707208.000000 Penalty: 1111.375244
	Iteration 27Q: 3 clusters Score -1.170721e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 180072 members 
Entering Unmasked Estep 
Score: -11707905.000000 Penalty: 1111.375244
	Iteration 28Q: 3 clusters Score -1.17079e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 181924 members 
Entering Unmasked Estep 
Score: -11708509.000000 Penalty: 1111.375244
	Iteration 29Q: 3 clusters Score -1.170851e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 183623 members 
Entering Unmasked Estep 
Score: -11709246.000000 Penalty: 1111.375244
	Iteration 30Q: 3 clusters Score -1.170925e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 185208 members 
Entering Unmasked Estep 
Score: -11709961.000000 Penalty: 1111.375244
	Iteration 31Q: 3 clusters Score -1.170996e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -11710570.000000 Penalty: 1111.375244
	Iteration 32Q: 3 clusters Score -1.171057e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 187966 members 
Entering Unmasked Estep 
Score: -11711100.000000 Penalty: 1111.375244
	Iteration 33Q: 3 clusters Score -1.17111e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 189120 members 
Entering Unmasked Estep 
Score: -11711481.000000 Penalty: 1111.375244
	Iteration 34Q: 3 clusters Score -1.171148e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 190132 members 
Entering Unmasked Estep 
Score: -11711888.000000 Penalty: 1111.375244
	Iteration 35Q: 3 clusters Score -1.171189e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 191040 members 
Entering Unmasked Estep 
Score: -11712275.000000 Penalty: 1111.375244
	Iteration 36Q: 3 clusters Score -1.171228e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 191859 members 
Entering Unmasked Estep 
Score: -11712521.000000 Penalty: 1111.375244
	Iteration 37Q: 3 clusters Score -1.171252e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -11712766.000000 Penalty: 1111.375244
	Iteration 38Q: 3 clusters Score -1.171277e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 193322 members 
Entering Unmasked Estep 
Score: -11712918.000000 Penalty: 1111.375244
	Iteration 39Q: 3 clusters Score -1.171292e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 193971 members 
Entering Unmasked Estep 
Score: -11713024.000000 Penalty: 1111.375244
	Iteration 40F: 3 clusters Score -1.171302e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 194581 members 
Entering Unmasked Estep 
Score: -11713222.000000 Penalty: 1111.375244
	Iteration 41Q: 3 clusters Score -1.171322e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 195134 members 
Entering Unmasked Estep 
Score: -11713401.000000 Penalty: 1111.375244
	Iteration 42Q: 3 clusters Score -1.17134e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 195645 members 
Entering Unmasked Estep 
Score: -11713577.000000 Penalty: 1111.375244
	Iteration 43Q: 3 clusters Score -1.171358e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 196134 members 
Entering Unmasked Estep 
Score: -11713718.000000 Penalty: 1111.375244
	Iteration 44Q: 3 clusters Score -1.171372e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 196579 members 
Entering Unmasked Estep 
Score: -11713840.000000 Penalty: 1111.375244
	Iteration 45Q: 3 clusters Score -1.171384e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 196987 members 
Entering Unmasked Estep 
Score: -11713905.000000 Penalty: 1111.375244
	Iteration 46Q: 3 clusters Score -1.17139e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 197356 members 
Entering Unmasked Estep 
Score: -11714054.000000 Penalty: 1111.375244
	Iteration 47Q: 3 clusters Score -1.171405e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 197676 members 
Entering Unmasked Estep 
Score: -11714167.000000 Penalty: 1111.375244
	Iteration 48Q: 3 clusters Score -1.171417e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 197974 members 
Entering Unmasked Estep 
Score: -11714271.000000 Penalty: 1111.375244
	Iteration 49Q: 3 clusters Score -1.171427e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 198219 members 
Entering Unmasked Estep 
Score: -11714334.000000 Penalty: 1111.375244
	Iteration 50Q: 3 clusters Score -1.171433e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 198478 members 
Entering Unmasked Estep 
Score: -11714451.000000 Penalty: 1111.375244
	Iteration 51Q: 3 clusters Score -1.171445e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 198694 members 
Entering Unmasked Estep 
Score: -11714486.000000 Penalty: 1111.375244
	Iteration 52Q: 3 clusters Score -1.171449e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 198881 members 
Entering Unmasked Estep 
Score: -11714507.000000 Penalty: 1111.375244
	Iteration 53Q: 3 clusters Score -1.171451e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 199048 members 
Entering Unmasked Estep 
Score: -11714575.000000 Penalty: 1111.375244
	Iteration 54Q: 3 clusters Score -1.171458e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 199191 members 
Entering Unmasked Estep 
Score: -11714634.000000 Penalty: 1111.375244
	Iteration 55Q: 3 clusters Score -1.171463e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 199328 members 
Entering Unmasked Estep 
Score: -11714687.000000 Penalty: 1111.375244
	Iteration 56Q: 3 clusters Score -1.171469e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 199467 members 
Entering Unmasked Estep 
Score: -11714715.000000 Penalty: 1111.375244
	Iteration 57Q: 3 clusters Score -1.171472e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 199586 members 
Entering Unmasked Estep 
Score: -11714713.000000 Penalty: 1111.375244
	Iteration 58Q: 3 clusters Score -1.171471e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 199700 members 
Entering Unmasked Estep 
Score: -11714737.000000 Penalty: 1111.375244
	Iteration 59Q: 3 clusters Score -1.171474e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 199810 members 
Entering Unmasked Estep 
Score: -11714741.000000 Penalty: 1111.375244
	Iteration 60F: 3 clusters Score -1.171474e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 199913 members 
Entering Unmasked Estep 
Score: -11714793.000000 Penalty: 1111.375244
	Iteration 61Q: 3 clusters Score -1.171479e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 200019 members 
Entering Unmasked Estep 
Score: -11714795.000000 Penalty: 1111.375244
	Iteration 62Q: 3 clusters Score -1.17148e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 200103 members 
Entering Unmasked Estep 
Score: -11714767.000000 Penalty: 1111.375244
	Iteration 63Q: 3 clusters Score -1.171477e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 200188 members 
Entering Unmasked Estep 
Score: -11714778.000000 Penalty: 1111.375244
	Iteration 64Q: 3 clusters Score -1.171478e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 200257 members 
Entering Unmasked Estep 
Score: -11714797.000000 Penalty: 1111.375244
	Iteration 65Q: 3 clusters Score -1.17148e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 200314 members 
Entering Unmasked Estep 
Score: -11714800.000000 Penalty: 1111.375244
	Iteration 66Q: 3 clusters Score -1.17148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 200362 members 
Entering Unmasked Estep 
Score: -11714776.000000 Penalty: 1111.375244
	Iteration 67Q: 3 clusters Score -1.171478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 200401 members 
Entering Unmasked Estep 
Score: -11714787.000000 Penalty: 1111.375244
	Iteration 68Q: 3 clusters Score -1.171479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 200437 members 
Entering Unmasked Estep 
Score: -11714797.000000 Penalty: 1111.375244
	Iteration 69Q: 3 clusters Score -1.17148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 200474 members 
Entering Unmasked Estep 
Score: -11714796.000000 Penalty: 1111.375244
	Iteration 70Q: 3 clusters Score -1.17148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 200507 members 
Entering Unmasked Estep 
Score: -11714788.000000 Penalty: 1111.375244
	Iteration 71Q: 3 clusters Score -1.171479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 200536 members 
Entering Unmasked Estep 
Score: -11714795.000000 Penalty: 1111.375244
	Iteration 72Q: 3 clusters Score -1.17148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 200564 members 
Entering Unmasked Estep 
Score: -11714781.000000 Penalty: 1111.375244
	Iteration 73Q: 3 clusters Score -1.171478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 200588 members 
Entering Unmasked Estep 
Score: -11714780.000000 Penalty: 1111.375244
	Iteration 74Q: 3 clusters Score -1.171478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 200609 members 
Entering Unmasked Estep 
Score: -11714783.000000 Penalty: 1111.375244
	Iteration 75Q: 3 clusters Score -1.171478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 200626 members 
Entering Unmasked Estep 
Score: -11714806.000000 Penalty: 1111.375244
	Iteration 76Q: 3 clusters Score -1.171481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 200646 members 
Entering Unmasked Estep 
Score: -11714760.000000 Penalty: 1111.375244
	Iteration 77Q: 3 clusters Score -1.171476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 200661 members 
Entering Unmasked Estep 
Score: -11714790.000000 Penalty: 1111.375244
	Iteration 78Q: 3 clusters Score -1.171479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 200675 members 
Entering Unmasked Estep 
Score: -11714783.000000 Penalty: 1111.375244
	Iteration 79Q: 3 clusters Score -1.171478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 200693 members 
Entering Unmasked Estep 
Score: -11714793.000000 Penalty: 1111.375244
	Iteration 80F: 3 clusters Score -1.171479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 200708 members 
Entering Unmasked Estep 
Score: -11714777.000000 Penalty: 1111.375244
	Iteration 81Q: 3 clusters Score -1.171478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 200720 members 
Entering Unmasked Estep 
Score: -11714784.000000 Penalty: 1111.375244
	Iteration 82Q: 3 clusters Score -1.171478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 200733 members 
Entering Unmasked Estep 
Score: -11714800.000000 Penalty: 1111.375244
	Iteration 83Q: 3 clusters Score -1.17148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -11714800.000000 Penalty: 1111.375244
	Iteration 84Q: 3 clusters Score -1.17148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 200761 members 
Entering Unmasked Estep 
Score: -11714788.000000 Penalty: 1111.375244
	Iteration 85Q: 3 clusters Score -1.171479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 200768 members 
Entering Unmasked Estep 
Score: -11714803.000000 Penalty: 1111.375244
	Iteration 86Q: 3 clusters Score -1.17148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 200770 members 
Entering Unmasked Estep 
Score: -11714807.000000 Penalty: 1111.375244
	Iteration 87Q: 3 clusters Score -1.171481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 200775 members 
Entering Unmasked Estep 
Score: -11714813.000000 Penalty: 1111.375244
	Iteration 88Q: 3 clusters Score -1.171481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 200788 members 
Entering Unmasked Estep 
Score: -11714814.000000 Penalty: 1111.375244
	Iteration 89Q: 3 clusters Score -1.171481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 200799 members 
Entering Unmasked Estep 
Score: -11714811.000000 Penalty: 1111.375244
	Iteration 90Q: 3 clusters Score -1.171481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 200806 members 
Entering Unmasked Estep 
Score: -11714814.000000 Penalty: 1111.375244
	Iteration 91Q: 3 clusters Score -1.171481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 200815 members 
Entering Unmasked Estep 
Score: -11714813.000000 Penalty: 1111.375244
	Iteration 92Q: 3 clusters Score -1.171481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 200823 members 
Entering Unmasked Estep 
Score: -11714813.000000 Penalty: 1111.375244
	Iteration 93Q: 3 clusters Score -1.171481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 200830 members 
Entering Unmasked Estep 
Score: -11714819.000000 Penalty: 1111.375244
	Iteration 94Q: 3 clusters Score -1.171482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 200835 members 
Entering Unmasked Estep 
Score: -11714810.000000 Penalty: 1111.375244
	Iteration 95Q: 3 clusters Score -1.171481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 200838 members 
Entering Unmasked Estep 
Score: -11714813.000000 Penalty: 1111.375244
	Iteration 96Q: 3 clusters Score -1.171481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 200840 members 
Entering Unmasked Estep 
Score: -11714821.000000 Penalty: 1111.375244
	Iteration 97Q: 3 clusters Score -1.171482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 200846 members 
Entering Unmasked Estep 
Score: -11714821.000000 Penalty: 1111.375244
	Iteration 98Q: 3 clusters Score -1.171482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 200854 members 
Entering Unmasked Estep 
Score: -11714834.000000 Penalty: 1111.375244
	Iteration 99Q: 3 clusters Score -1.171483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 200864 members 
Entering Unmasked Estep 
Score: -11714824.000000 Penalty: 1111.375244
	Iteration 100F: 3 clusters Score -1.171482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 200871 members 
Entering Unmasked Estep 
Score: -11714831.000000 Penalty: 1111.375244
	Iteration 101Q: 3 clusters Score -1.171483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 200874 members 
Entering Unmasked Estep 
Score: -11714821.000000 Penalty: 1111.375244
	Iteration 102Q: 3 clusters Score -1.171482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 200875 members 
Entering Unmasked Estep 
Score: -11714823.000000 Penalty: 1111.375244
	Iteration 103Q: 3 clusters Score -1.171482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 200877 members 
Entering Unmasked Estep 
Score: -11714826.000000 Penalty: 1111.375244
	Iteration 104Q: 3 clusters Score -1.171483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 200879 members 
Entering Unmasked Estep 
Score: -11714832.000000 Penalty: 1111.375244
	Iteration 105Q: 3 clusters Score -1.171483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -11714833.000000 Penalty: 1111.375244
	Iteration 106Q: 3 clusters Score -1.171483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 200883 members 
Entering Unmasked Estep 
Score: -11714824.000000 Penalty: 1111.375244
	Iteration 107Q: 3 clusters Score -1.171482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 200885 members 
Entering Unmasked Estep 
Score: -11714837.000000 Penalty: 1111.375244
	Iteration 108Q: 3 clusters Score -1.171484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 200887 members 
Entering Unmasked Estep 
Score: -11714831.000000 Penalty: 1111.375244
	Iteration 109Q: 3 clusters Score -1.171483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 200891 members 
Entering Unmasked Estep 
Score: -11714837.000000 Penalty: 1111.375244
	Iteration 110Q: 3 clusters Score -1.171484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 200895 members 
Entering Unmasked Estep 
Score: -11714834.000000 Penalty: 1111.375244
	Iteration 111Q: 3 clusters Score -1.171483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 200896 members 
Entering Unmasked Estep 
Score: -11714834.000000 Penalty: 1111.375244
	Iteration 112Q: 3 clusters Score -1.171483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 200897 members 
Entering Unmasked Estep 
Score: -11714838.000000 Penalty: 1111.375244
	Iteration 113Q: 3 clusters Score -1.171484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 200897 members 
Entering Unmasked Estep 
Score: -11714838.000000 Penalty: 1111.375244
	Iteration 114F: 3 clusters Score -1.171484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -63565.898438 Penalty: 320.344421
	Iteration 0F: 2 clusters Score -63565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62652.707031 Penalty: 640.688843
	Iteration 0F: 3 clusters Score -62652.71 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -62992.410156 Penalty: 640.688843
	Iteration 1F: 3 clusters Score -62992.41 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -63098.363281 Penalty: 640.688843
	Iteration 2F: 3 clusters Score -63098.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -63177.289062 Penalty: 640.688843
	Iteration 3F: 3 clusters Score -63177.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -63221.468750 Penalty: 640.688843
	Iteration 4F: 3 clusters Score -63221.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -63241.410156 Penalty: 640.688843
	Iteration 5Q: 3 clusters Score -63241.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -63253.253906 Penalty: 640.688843
	Iteration 6Q: 3 clusters Score -63253.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -63263.902344 Penalty: 640.688843
	Iteration 7Q: 3 clusters Score -63263.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -63270.824219 Penalty: 640.688843
	Iteration 8Q: 3 clusters Score -63270.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -63277.605469 Penalty: 640.688843
	Iteration 9Q: 3 clusters Score -63277.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -63281.320312 Penalty: 640.688843
	Iteration 10Q: 3 clusters Score -63281.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -63283.511719 Penalty: 640.688843
	Iteration 11Q: 3 clusters Score -63283.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -63286.945312 Penalty: 640.688843
	Iteration 12Q: 3 clusters Score -63286.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -63289.308594 Penalty: 640.688843
	Iteration 13Q: 3 clusters Score -63289.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -63291.695312 Penalty: 640.688843
	Iteration 14Q: 3 clusters Score -63291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -63293.085938 Penalty: 640.688843
	Iteration 15Q: 3 clusters Score -63293.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -63294.039062 Penalty: 640.688843
	Iteration 16Q: 3 clusters Score -63294.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -63295.226562 Penalty: 640.688843
	Iteration 17Q: 3 clusters Score -63295.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -63295.757812 Penalty: 640.688843
	Iteration 18Q: 3 clusters Score -63295.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -63295.757812 Penalty: 640.688843
	Iteration 19F: 3 clusters Score -63295.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -283145.000000 Penalty: 390.712708
	Iteration 0F: 2 clusters Score -283145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -279620.281250 Penalty: 781.425415
	Iteration 0F: 3 clusters Score -279620.3 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -281707.031250 Penalty: 781.425415
	Iteration 1F: 3 clusters Score -281707 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -283230.906250 Penalty: 781.425415
	Iteration 2F: 3 clusters Score -283230.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -284727.750000 Penalty: 781.425415
	Iteration 3F: 3 clusters Score -284727.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -285405.656250 Penalty: 781.425415
	Iteration 4F: 3 clusters Score -285405.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -285970.781250 Penalty: 781.425415
	Iteration 5F: 3 clusters Score -285970.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -286395.531250 Penalty: 781.425415
	Iteration 6Q: 3 clusters Score -286395.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -286579.593750 Penalty: 781.425415
	Iteration 7Q: 3 clusters Score -286579.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -286648.062500 Penalty: 781.425415
	Iteration 8Q: 3 clusters Score -286648.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -286693.437500 Penalty: 781.425415
	Iteration 9Q: 3 clusters Score -286693.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -286725.781250 Penalty: 781.425415
	Iteration 10Q: 3 clusters Score -286725.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -286741.437500 Penalty: 781.425415
	Iteration 11Q: 3 clusters Score -286741.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -286747.718750 Penalty: 781.425415
	Iteration 12Q: 3 clusters Score -286747.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -286754.125000 Penalty: 781.425415
	Iteration 13Q: 3 clusters Score -286754.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -286758.281250 Penalty: 781.425415
	Iteration 14Q: 3 clusters Score -286758.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -286763.125000 Penalty: 781.425415
	Iteration 15Q: 3 clusters Score -286763.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -286765.875000 Penalty: 781.425415
	Iteration 16Q: 3 clusters Score -286765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -286767.750000 Penalty: 781.425415
	Iteration 17Q: 3 clusters Score -286767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -286769.375000 Penalty: 781.425415
	Iteration 18Q: 3 clusters Score -286769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -286769.656250 Penalty: 781.425415
	Iteration 19Q: 3 clusters Score -286769.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -286771.187500 Penalty: 781.425415
	Iteration 20F: 3 clusters Score -286771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -286774.843750 Penalty: 781.425415
	Iteration 21Q: 3 clusters Score -286774.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -286777.562500 Penalty: 781.425415
	Iteration 22Q: 3 clusters Score -286777.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -286779.000000 Penalty: 781.425415
	Iteration 23Q: 3 clusters Score -286779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -286781.875000 Penalty: 781.425415
	Iteration 24Q: 3 clusters Score -286781.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -286785.906250 Penalty: 781.425415
	Iteration 25Q: 3 clusters Score -286785.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -286789.656250 Penalty: 781.425415
	Iteration 26Q: 3 clusters Score -286789.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -286791.906250 Penalty: 781.425415
	Iteration 27Q: 3 clusters Score -286791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -286793.500000 Penalty: 781.425415
	Iteration 28Q: 3 clusters Score -286793.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -286795.531250 Penalty: 781.425415
	Iteration 29Q: 3 clusters Score -286795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -286798.281250 Penalty: 781.425415
	Iteration 30Q: 3 clusters Score -286798.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -286801.312500 Penalty: 781.425415
	Iteration 31Q: 3 clusters Score -286801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -286805.000000 Penalty: 781.425415
	Iteration 32Q: 3 clusters Score -286805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -286807.250000 Penalty: 781.425415
	Iteration 33Q: 3 clusters Score -286807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -286808.593750 Penalty: 781.425415
	Iteration 34Q: 3 clusters Score -286808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -286808.812500 Penalty: 781.425415
	Iteration 35Q: 3 clusters Score -286808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -286809.500000 Penalty: 781.425415
	Iteration 36Q: 3 clusters Score -286809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -286808.625000 Penalty: 781.425415
	Iteration 37Q: 3 clusters Score -286808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -286809.500000 Penalty: 781.425415
	Iteration 38Q: 3 clusters Score -286809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -286810.218750 Penalty: 781.425415
	Iteration 39Q: 3 clusters Score -286810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -286810.718750 Penalty: 781.425415
	Iteration 40F: 3 clusters Score -286810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -286810.812500 Penalty: 781.425415
	Iteration 41Q: 3 clusters Score -286810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -286811.250000 Penalty: 781.425415
	Iteration 42Q: 3 clusters Score -286811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -286813.093750 Penalty: 781.425415
	Iteration 43Q: 3 clusters Score -286813.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -286819.000000 Penalty: 781.425415
	Iteration 44Q: 3 clusters Score -286819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -286825.343750 Penalty: 781.425415
	Iteration 45Q: 3 clusters Score -286825.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -286830.531250 Penalty: 781.425415
	Iteration 46Q: 3 clusters Score -286830.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -286833.781250 Penalty: 781.425415
	Iteration 47Q: 3 clusters Score -286833.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -286839.187500 Penalty: 781.425415
	Iteration 48Q: 3 clusters Score -286839.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -286844.656250 Penalty: 781.425415
	Iteration 49Q: 3 clusters Score -286844.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -286849.562500 Penalty: 781.425415
	Iteration 50Q: 3 clusters Score -286849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -286855.562500 Penalty: 781.425415
	Iteration 51Q: 3 clusters Score -286855.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -286862.281250 Penalty: 781.425415
	Iteration 52Q: 3 clusters Score -286862.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -286870.406250 Penalty: 781.425415
	Iteration 53Q: 3 clusters Score -286870.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -286874.781250 Penalty: 781.425415
	Iteration 54Q: 3 clusters Score -286874.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -286882.000000 Penalty: 781.425415
	Iteration 55Q: 3 clusters Score -286882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -286893.468750 Penalty: 781.425415
	Iteration 56Q: 3 clusters Score -286893.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -286910.656250 Penalty: 781.425415
	Iteration 57Q: 3 clusters Score -286910.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -286927.093750 Penalty: 781.425415
	Iteration 58Q: 3 clusters Score -286927.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -286954.718750 Penalty: 781.425415
	Iteration 59Q: 3 clusters Score -286954.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -286991.718750 Penalty: 781.425415
	Iteration 60F: 3 clusters Score -286991.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -287031.812500 Penalty: 781.425415
	Iteration 61Q: 3 clusters Score -287031.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -287095.781250 Penalty: 781.425415
	Iteration 62Q: 3 clusters Score -287095.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -287191.843750 Penalty: 781.425415
	Iteration 63Q: 3 clusters Score -287191.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -287360.593750 Penalty: 781.425415
	Iteration 64Q: 3 clusters Score -287360.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -287745.375000 Penalty: 781.425415
	Iteration 65Q: 3 clusters Score -287745.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -289003.781250 Penalty: 781.425415
	Iteration 66Q: 3 clusters Score -289003.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -290756.031250 Penalty: 781.425415
	Iteration 67Q: 3 clusters Score -290756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -290834.156250 Penalty: 781.425415
	Iteration 68Q: 3 clusters Score -290834.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -290865.343750 Penalty: 781.425415
	Iteration 69Q: 3 clusters Score -290865.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -290877.500000 Penalty: 781.425415
	Iteration 70Q: 3 clusters Score -290877.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -290884.375000 Penalty: 781.425415
	Iteration 71Q: 3 clusters Score -290884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -290889.281250 Penalty: 781.425415
	Iteration 72Q: 3 clusters Score -290889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -290890.937500 Penalty: 781.425415
	Iteration 73Q: 3 clusters Score -290890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -290891.593750 Penalty: 781.425415
	Iteration 74Q: 3 clusters Score -290891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -290918.406250 Penalty: 781.425415
	Iteration 75F: 3 clusters Score -290918.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -290934.687500 Penalty: 781.425415
	Iteration 76Q: 3 clusters Score -290934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -290947.000000 Penalty: 781.425415
	Iteration 77Q: 3 clusters Score -290947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -290964.687500 Penalty: 781.425415
	Iteration 78Q: 3 clusters Score -290964.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -290973.781250 Penalty: 781.425415
	Iteration 79Q: 3 clusters Score -290973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -290985.218750 Penalty: 781.425415
	Iteration 80F: 3 clusters Score -290985.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -290997.593750 Penalty: 781.425415
	Iteration 81Q: 3 clusters Score -290997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -291005.312500 Penalty: 781.425415
	Iteration 82Q: 3 clusters Score -291005.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -291009.593750 Penalty: 781.425415
	Iteration 83Q: 3 clusters Score -291009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -291012.875000 Penalty: 781.425415
	Iteration 84Q: 3 clusters Score -291012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -291016.593750 Penalty: 781.425415
	Iteration 85Q: 3 clusters Score -291016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -291016.968750 Penalty: 781.425415
	Iteration 86Q: 3 clusters Score -291017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -291017.812500 Penalty: 781.425415
	Iteration 87Q: 3 clusters Score -291017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -291017.812500 Penalty: 781.425415
	Iteration 88F: 3 clusters Score -291017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 138 members 
Mstep: Class 5 contains 70 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 13344 members 
Entering Unmasked Estep 
Score: -23049558.000000 Penalty: 10581.876953
Splitting cluster 13 changes total score from -23040618.000000 to -23049558.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 14 (38848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Entering Unmasked Estep 
Score: -2148787.750000 Penalty: 480.817230
	Iteration 0F: 2 clusters Score -2148788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2122838.750000 Penalty: 961.634460
	Iteration 0F: 3 clusters Score -2122839 nChanged 18765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2134047.500000 Penalty: 961.634460
	Iteration 1F: 3 clusters Score -2134048 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2135278.500000 Penalty: 961.634460
	Iteration 2F: 3 clusters Score -2135278 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2136915.000000 Penalty: 961.634460
	Iteration 3F: 3 clusters Score -2136915 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2138742.000000 Penalty: 961.634460
	Iteration 4F: 3 clusters Score -2138742 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2140443.750000 Penalty: 961.634460
	Iteration 5F: 3 clusters Score -2140444 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2141505.000000 Penalty: 961.634460
	Iteration 6Q: 3 clusters Score -2141505 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2142012.250000 Penalty: 961.634460
	Iteration 7Q: 3 clusters Score -2142012 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2142256.000000 Penalty: 961.634460
	Iteration 8Q: 3 clusters Score -2142256 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2142409.000000 Penalty: 961.634460
	Iteration 9Q: 3 clusters Score -2142409 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2142501.250000 Penalty: 961.634460
	Iteration 10Q: 3 clusters Score -2142501 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2142580.500000 Penalty: 961.634460
	Iteration 11Q: 3 clusters Score -2142580 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2142629.250000 Penalty: 961.634460
	Iteration 12Q: 3 clusters Score -2142629 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2142685.000000 Penalty: 961.634460
	Iteration 13Q: 3 clusters Score -2142685 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2142723.250000 Penalty: 961.634460
	Iteration 14Q: 3 clusters Score -2142723 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2142762.750000 Penalty: 961.634460
	Iteration 15Q: 3 clusters Score -2142763 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2142797.750000 Penalty: 961.634460
	Iteration 16Q: 3 clusters Score -2142798 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2142833.250000 Penalty: 961.634460
	Iteration 17Q: 3 clusters Score -2142833 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2142863.000000 Penalty: 961.634460
	Iteration 18Q: 3 clusters Score -2142863 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2142903.250000 Penalty: 961.634460
	Iteration 19Q: 3 clusters Score -2142903 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2142943.250000 Penalty: 961.634460
	Iteration 20F: 3 clusters Score -2142943 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2142976.750000 Penalty: 961.634460
	Iteration 21Q: 3 clusters Score -2142977 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2143019.000000 Penalty: 961.634460
	Iteration 22Q: 3 clusters Score -2143019 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2143053.000000 Penalty: 961.634460
	Iteration 23Q: 3 clusters Score -2143053 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2143088.500000 Penalty: 961.634460
	Iteration 24Q: 3 clusters Score -2143088 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2143128.250000 Penalty: 961.634460
	Iteration 25Q: 3 clusters Score -2143128 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2143189.000000 Penalty: 961.634460
	Iteration 26Q: 3 clusters Score -2143189 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2143233.500000 Penalty: 961.634460
	Iteration 27Q: 3 clusters Score -2143234 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2143299.750000 Penalty: 961.634460
	Iteration 28Q: 3 clusters Score -2143300 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2143380.500000 Penalty: 961.634460
	Iteration 29Q: 3 clusters Score -2143380 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2143466.750000 Penalty: 961.634460
	Iteration 30Q: 3 clusters Score -2143467 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2143560.250000 Penalty: 961.634460
	Iteration 31Q: 3 clusters Score -2143560 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -2143660.250000 Penalty: 961.634460
	Iteration 32Q: 3 clusters Score -2143660 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2143736.500000 Penalty: 961.634460
	Iteration 33Q: 3 clusters Score -2143736 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2143829.500000 Penalty: 961.634460
	Iteration 34Q: 3 clusters Score -2143830 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -2143942.000000 Penalty: 961.634460
	Iteration 35Q: 3 clusters Score -2143942 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2144046.750000 Penalty: 961.634460
	Iteration 36Q: 3 clusters Score -2144047 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -2144181.250000 Penalty: 961.634460
	Iteration 37Q: 3 clusters Score -2144181 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -2144347.750000 Penalty: 961.634460
	Iteration 38Q: 3 clusters Score -2144348 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -2144533.500000 Penalty: 961.634460
	Iteration 39Q: 3 clusters Score -2144534 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -2144723.250000 Penalty: 961.634460
	Iteration 40F: 3 clusters Score -2144723 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -2144921.500000 Penalty: 961.634460
	Iteration 41Q: 3 clusters Score -2144922 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -2145134.750000 Penalty: 961.634460
	Iteration 42Q: 3 clusters Score -2145135 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -2145367.250000 Penalty: 961.634460
	Iteration 43Q: 3 clusters Score -2145367 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -2145627.000000 Penalty: 961.634460
	Iteration 44Q: 3 clusters Score -2145627 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -2145891.250000 Penalty: 961.634460
	Iteration 45Q: 3 clusters Score -2145891 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -2146159.000000 Penalty: 961.634460
	Iteration 46Q: 3 clusters Score -2146159 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -2146449.500000 Penalty: 961.634460
	Iteration 47Q: 3 clusters Score -2146450 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -2146755.250000 Penalty: 961.634460
	Iteration 48Q: 3 clusters Score -2146755 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -2147042.500000 Penalty: 961.634460
	Iteration 49Q: 3 clusters Score -2147042 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -2147290.000000 Penalty: 961.634460
	Iteration 50Q: 3 clusters Score -2147290 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -2147507.000000 Penalty: 961.634460
	Iteration 51Q: 3 clusters Score -2147507 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -2147696.000000 Penalty: 961.634460
	Iteration 52Q: 3 clusters Score -2147696 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -2147853.750000 Penalty: 961.634460
	Iteration 53Q: 3 clusters Score -2147854 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -2147991.750000 Penalty: 961.634460
	Iteration 54Q: 3 clusters Score -2147992 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -2148118.750000 Penalty: 961.634460
	Iteration 55Q: 3 clusters Score -2148119 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -2148202.250000 Penalty: 961.634460
	Iteration 56Q: 3 clusters Score -2148202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -2148278.250000 Penalty: 961.634460
	Iteration 57Q: 3 clusters Score -2148278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -2148332.000000 Penalty: 961.634460
	Iteration 58Q: 3 clusters Score -2148332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -2148371.000000 Penalty: 961.634460
	Iteration 59Q: 3 clusters Score -2148371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -2148396.750000 Penalty: 961.634460
	Iteration 60F: 3 clusters Score -2148397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -2148413.000000 Penalty: 961.634460
	Iteration 61Q: 3 clusters Score -2148413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -2148422.250000 Penalty: 961.634460
	Iteration 62Q: 3 clusters Score -2148422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -2148425.000000 Penalty: 961.634460
	Iteration 63Q: 3 clusters Score -2148425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -2148427.750000 Penalty: 961.634460
	Iteration 64Q: 3 clusters Score -2148428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -2148426.750000 Penalty: 961.634460
	Iteration 65Q: 3 clusters Score -2148427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -2148428.000000 Penalty: 961.634460
	Iteration 66Q: 3 clusters Score -2148428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -2148428.750000 Penalty: 961.634460
	Iteration 67Q: 3 clusters Score -2148429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -2148429.250000 Penalty: 961.634460
	Iteration 68Q: 3 clusters Score -2148429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -2148428.250000 Penalty: 961.634460
	Iteration 69Q: 3 clusters Score -2148428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -2148426.500000 Penalty: 961.634460
	Iteration 70Q: 3 clusters Score -2148426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -2148426.500000 Penalty: 961.634460
	Iteration 71F: 3 clusters Score -2148426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -109011.335938 Penalty: 345.084045
	Iteration 0F: 2 clusters Score -109011.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -107597.218750 Penalty: 690.168091
	Iteration 0F: 3 clusters Score -107597.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -108087.179688 Penalty: 690.168091
	Iteration 1F: 3 clusters Score -108087.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -108186.835938 Penalty: 690.168091
	Iteration 2F: 3 clusters Score -108186.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -108233.281250 Penalty: 690.168091
	Iteration 3F: 3 clusters Score -108233.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -108267.140625 Penalty: 690.168091
	Iteration 4Q: 3 clusters Score -108267.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -108302.890625 Penalty: 690.168091
	Iteration 5Q: 3 clusters Score -108302.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -108336.265625 Penalty: 690.168091
	Iteration 6Q: 3 clusters Score -108336.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108367.132812 Penalty: 690.168091
	Iteration 7Q: 3 clusters Score -108367.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -108387.960938 Penalty: 690.168091
	Iteration 8Q: 3 clusters Score -108388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108405.757812 Penalty: 690.168091
	Iteration 9Q: 3 clusters Score -108405.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -108416.351562 Penalty: 690.168091
	Iteration 10Q: 3 clusters Score -108416.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -108432.546875 Penalty: 690.168091
	Iteration 11Q: 3 clusters Score -108432.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -108449.328125 Penalty: 690.168091
	Iteration 12Q: 3 clusters Score -108449.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108479.703125 Penalty: 690.168091
	Iteration 13Q: 3 clusters Score -108479.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108518.093750 Penalty: 690.168091
	Iteration 14Q: 3 clusters Score -108518.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108547.125000 Penalty: 690.168091
	Iteration 15Q: 3 clusters Score -108547.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108572.523438 Penalty: 690.168091
	Iteration 16Q: 3 clusters Score -108572.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108596.765625 Penalty: 690.168091
	Iteration 17Q: 3 clusters Score -108596.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108608.835938 Penalty: 690.168091
	Iteration 18Q: 3 clusters Score -108608.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108622.242188 Penalty: 690.168091
	Iteration 19Q: 3 clusters Score -108622.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108630.695312 Penalty: 690.168091
	Iteration 20F: 3 clusters Score -108630.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -108638.476562 Penalty: 690.168091
	Iteration 21Q: 3 clusters Score -108638.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -108646.554688 Penalty: 690.168091
	Iteration 22Q: 3 clusters Score -108646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -108652.507812 Penalty: 690.168091
	Iteration 23Q: 3 clusters Score -108652.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -108658.273438 Penalty: 690.168091
	Iteration 24Q: 3 clusters Score -108658.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -108664.117188 Penalty: 690.168091
	Iteration 25Q: 3 clusters Score -108664.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -108668.796875 Penalty: 690.168091
	Iteration 26Q: 3 clusters Score -108668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -108673.250000 Penalty: 690.168091
	Iteration 27Q: 3 clusters Score -108673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -108676.640625 Penalty: 690.168091
	Iteration 28Q: 3 clusters Score -108676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -108677.718750 Penalty: 690.168091
	Iteration 29Q: 3 clusters Score -108677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -108678.140625 Penalty: 690.168091
	Iteration 30Q: 3 clusters Score -108678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -108680.390625 Penalty: 690.168091
	Iteration 31Q: 3 clusters Score -108680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -108681.968750 Penalty: 690.168091
	Iteration 32Q: 3 clusters Score -108682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -108683.335938 Penalty: 690.168091
	Iteration 33Q: 3 clusters Score -108683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -108684.671875 Penalty: 690.168091
	Iteration 34Q: 3 clusters Score -108684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -108686.570312 Penalty: 690.168091
	Iteration 35Q: 3 clusters Score -108686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -108691.664062 Penalty: 690.168091
	Iteration 36Q: 3 clusters Score -108691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -108693.851562 Penalty: 690.168091
	Iteration 37Q: 3 clusters Score -108693.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -108702.242188 Penalty: 690.168091
	Iteration 38Q: 3 clusters Score -108702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -108708.343750 Penalty: 690.168091
	Iteration 39Q: 3 clusters Score -108708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -108710.468750 Penalty: 690.168091
	Iteration 40F: 3 clusters Score -108710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -108710.929688 Penalty: 690.168091
	Iteration 41Q: 3 clusters Score -108710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -108712.171875 Penalty: 690.168091
	Iteration 42Q: 3 clusters Score -108712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -108714.898438 Penalty: 690.168091
	Iteration 43Q: 3 clusters Score -108714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -108716.367188 Penalty: 690.168091
	Iteration 44Q: 3 clusters Score -108716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -108716.992188 Penalty: 690.168091
	Iteration 45Q: 3 clusters Score -108717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108717.812500 Penalty: 690.168091
	Iteration 46Q: 3 clusters Score -108717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108718.156250 Penalty: 690.168091
	Iteration 47Q: 3 clusters Score -108718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108718.156250 Penalty: 690.168091
	Iteration 48F: 3 clusters Score -108718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -67661.664062 Penalty: 325.818481
	Iteration 0F: 2 clusters Score -67661.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66710.570312 Penalty: 651.636963
	Iteration 0F: 3 clusters Score -66710.57 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68169.164062 Penalty: 651.636963
	Iteration 1F: 3 clusters Score -68169.16 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69448.546875 Penalty: 651.636963
	Iteration 2F: 3 clusters Score -69448.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69940.351562 Penalty: 651.636963
	Iteration 3F: 3 clusters Score -69940.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70058.921875 Penalty: 651.636963
	Iteration 4Q: 3 clusters Score -70058.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70161.460938 Penalty: 651.636963
	Iteration 5Q: 3 clusters Score -70161.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70304.703125 Penalty: 651.636963
	Iteration 6Q: 3 clusters Score -70304.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70396.820312 Penalty: 651.636963
	Iteration 7Q: 3 clusters Score -70396.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70405.125000 Penalty: 651.636963
	Iteration 8Q: 3 clusters Score -70405.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70405.937500 Penalty: 651.636963
	Iteration 9Q: 3 clusters Score -70405.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70405.937500 Penalty: 651.636963
	Iteration 10F: 3 clusters Score -70405.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 138 members 
Mstep: Class 5 contains 70 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 13344 members 
Entering Unmasked Estep 
Score: -23052010.000000 Penalty: 11169.758789
Splitting cluster 17 changes total score from -23040618.000000 to -23052010.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 18 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -432948.281250 Penalty: 402.991028
	Iteration 0F: 2 clusters Score -432948.3 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 3544 members 
Entering Unmasked Estep 
Score: -428229.625000 Penalty: 805.982056
	Iteration 0F: 3 clusters Score -428229.6 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -430012.656250 Penalty: 805.982056
	Iteration 1F: 3 clusters Score -430012.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -430165.281250 Penalty: 805.982056
	Iteration 2F: 3 clusters Score -430165.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -430314.843750 Penalty: 805.982056
	Iteration 3Q: 3 clusters Score -430314.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -430464.562500 Penalty: 805.982056
	Iteration 4Q: 3 clusters Score -430464.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -430659.656250 Penalty: 805.982056
	Iteration 5Q: 3 clusters Score -430659.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -430920.218750 Penalty: 805.982056
	Iteration 6F: 3 clusters Score -430920.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -431191.625000 Penalty: 805.982056
	Iteration 7F: 3 clusters Score -431191.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -431467.687500 Penalty: 805.982056
	Iteration 8Q: 3 clusters Score -431467.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -431715.468750 Penalty: 805.982056
	Iteration 9Q: 3 clusters Score -431715.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -431881.000000 Penalty: 805.982056
	Iteration 10Q: 3 clusters Score -431881 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -432013.531250 Penalty: 805.982056
	Iteration 11Q: 3 clusters Score -432013.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -432111.156250 Penalty: 805.982056
	Iteration 12Q: 3 clusters Score -432111.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -432204.375000 Penalty: 805.982056
	Iteration 13Q: 3 clusters Score -432204.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -432290.750000 Penalty: 805.982056
	Iteration 14Q: 3 clusters Score -432290.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -432364.062500 Penalty: 805.982056
	Iteration 15Q: 3 clusters Score -432364.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -432418.593750 Penalty: 805.982056
	Iteration 16Q: 3 clusters Score -432418.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -432459.437500 Penalty: 805.982056
	Iteration 17Q: 3 clusters Score -432459.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -432489.750000 Penalty: 805.982056
	Iteration 18Q: 3 clusters Score -432489.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -432510.375000 Penalty: 805.982056
	Iteration 19Q: 3 clusters Score -432510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -432529.500000 Penalty: 805.982056
	Iteration 20F: 3 clusters Score -432529.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -432544.218750 Penalty: 805.982056
	Iteration 21Q: 3 clusters Score -432544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -432555.343750 Penalty: 805.982056
	Iteration 22Q: 3 clusters Score -432555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -432557.531250 Penalty: 805.982056
	Iteration 23Q: 3 clusters Score -432557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -432557.468750 Penalty: 805.982056
	Iteration 24Q: 3 clusters Score -432557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -432557.281250 Penalty: 805.982056
	Iteration 25Q: 3 clusters Score -432557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -432557.281250 Penalty: 805.982056
	Iteration 26F: 3 clusters Score -432557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Entering Unmasked Estep 
Score: -749549.125000 Penalty: 432.196411
	Iteration 0F: 2 clusters Score -749549.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -740710.687500 Penalty: 864.392822
	Iteration 0F: 3 clusters Score -740710.7 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -744643.000000 Penalty: 864.392822
	Iteration 1F: 3 clusters Score -744643 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -745098.312500 Penalty: 864.392822
	Iteration 2F: 3 clusters Score -745098.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -745649.437500 Penalty: 864.392822
	Iteration 3F: 3 clusters Score -745649.4 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -746254.062500 Penalty: 864.392822
	Iteration 4F: 3 clusters Score -746254.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -746822.562500 Penalty: 864.392822
	Iteration 5F: 3 clusters Score -746822.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -747270.562500 Penalty: 864.392822
	Iteration 6Q: 3 clusters Score -747270.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -747632.312500 Penalty: 864.392822
	Iteration 7Q: 3 clusters Score -747632.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -747929.250000 Penalty: 864.392822
	Iteration 8Q: 3 clusters Score -747929.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -748152.312500 Penalty: 864.392822
	Iteration 9Q: 3 clusters Score -748152.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -748332.750000 Penalty: 864.392822
	Iteration 10Q: 3 clusters Score -748332.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -748501.562500 Penalty: 864.392822
	Iteration 11Q: 3 clusters Score -748501.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -748686.312500 Penalty: 864.392822
	Iteration 12Q: 3 clusters Score -748686.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -748842.500000 Penalty: 864.392822
	Iteration 13Q: 3 clusters Score -748842.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -748967.687500 Penalty: 864.392822
	Iteration 14Q: 3 clusters Score -748967.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -749066.687500 Penalty: 864.392822
	Iteration 15Q: 3 clusters Score -749066.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -749129.625000 Penalty: 864.392822
	Iteration 16Q: 3 clusters Score -749129.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -749167.000000 Penalty: 864.392822
	Iteration 17Q: 3 clusters Score -749167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -749199.187500 Penalty: 864.392822
	Iteration 18Q: 3 clusters Score -749199.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -749219.812500 Penalty: 864.392822
	Iteration 19Q: 3 clusters Score -749219.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -749232.000000 Penalty: 864.392822
	Iteration 20F: 3 clusters Score -749232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -749241.000000 Penalty: 864.392822
	Iteration 21Q: 3 clusters Score -749241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -749246.625000 Penalty: 864.392822
	Iteration 22Q: 3 clusters Score -749246.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -749251.000000 Penalty: 864.392822
	Iteration 23Q: 3 clusters Score -749251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -749259.812500 Penalty: 864.392822
	Iteration 24Q: 3 clusters Score -749259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -749262.250000 Penalty: 864.392822
	Iteration 25Q: 3 clusters Score -749262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -749266.750000 Penalty: 864.392822
	Iteration 26Q: 3 clusters Score -749266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -749266.562500 Penalty: 864.392822
	Iteration 27Q: 3 clusters Score -749266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -749271.625000 Penalty: 864.392822
	Iteration 28Q: 3 clusters Score -749271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -749270.375000 Penalty: 864.392822
	Iteration 29Q: 3 clusters Score -749270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -749270.375000 Penalty: 864.392822
	Iteration 30F: 3 clusters Score -749270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 5 contains 70 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 13344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053232.000000 Penalty: 11169.758789
Iteration 39Q: 20 clusters Score -2.305323e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 138 members 
Mstep: Class 5 contains 59 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 201098 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 39231 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 443 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 19 contains 13465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054238.000000 Penalty: 11169.758789
Iteration 40F: 20 clusters Score -2.305424e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127964 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 64 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 200826 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 39322 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 446 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 6985 members 
Mstep: Class 19 contains 13588 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 20 clusters Score -2.305477e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127613 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 62 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 1865 members 
Mstep: Class 10 contains 200424 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 39487 members 
Mstep: Class 15 contains 2019 members 
Mstep: Class 16 contains 448 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 6974 members 
Mstep: Class 19 contains 13789 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 20 clusters Score -2.305494e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127373 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 60 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 1952 members 
Mstep: Class 10 contains 199985 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 39683 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 13993 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 20 clusters Score -2.305496e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127176 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3425 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 199553 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 39825 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 447 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 6941 members 
Mstep: Class 19 contains 14214 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 20 clusters Score -2.305508e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3535 members 
Mstep: Class 9 contains 2145 members 
Mstep: Class 10 contains 199123 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 39974 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 448 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 14399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055080.000000 Penalty: 11169.758789
Iteration 45Q: 20 clusters Score -2.305508e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 198680 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 40104 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 6904 members 
Mstep: Class 19 contains 14560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055200.000000 Penalty: 11169.758789
Iteration 46Q: 20 clusters Score -2.30552e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 198209 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 40250 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 6907 members 
Mstep: Class 19 contains 14698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055084.000000 Penalty: 11169.758789
Iteration 47Q: 20 clusters Score -2.305508e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 197754 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 40380 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055096.000000 Penalty: 11169.758789
Iteration 48Q: 20 clusters Score -2.30551e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 197326 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 40542 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 6905 members 
Mstep: Class 19 contains 14944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055138.000000 Penalty: 11169.758789
Iteration 49Q: 20 clusters Score -2.305514e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 196913 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 40692 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 19 contains 15061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055128.000000 Penalty: 11169.758789
Iteration 50Q: 20 clusters Score -2.305513e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 196535 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 40822 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 15183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055036.000000 Penalty: 11169.758789
Iteration 51Q: 20 clusters Score -2.305504e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126691 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 196162 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 40930 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 6904 members 
Mstep: Class 19 contains 15285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054994.000000 Penalty: 11169.758789
Iteration 52Q: 20 clusters Score -2.305499e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126703 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 195757 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1345 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41040 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 19 contains 15403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054998.000000 Penalty: 11169.758789
Iteration 53Q: 20 clusters Score -2.3055e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 195388 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41125 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 6911 members 
Mstep: Class 19 contains 15502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054908.000000 Penalty: 11169.758789
Iteration 54Q: 20 clusters Score -2.305491e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 194995 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1358 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41220 members 
Mstep: Class 15 contains 2595 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 6921 members 
Mstep: Class 19 contains 15595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054828.000000 Penalty: 11169.758789
Iteration 55Q: 20 clusters Score -2.305483e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 194600 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41306 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 15696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054812.000000 Penalty: 11169.758789
Iteration 56Q: 20 clusters Score -2.305481e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 194232 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41391 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 6935 members 
Mstep: Class 19 contains 15801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054694.000000 Penalty: 11169.758789
Iteration 57Q: 20 clusters Score -2.305469e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 193882 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41479 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 6948 members 
Mstep: Class 19 contains 15907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054740.000000 Penalty: 11169.758789
Iteration 58Q: 20 clusters Score -2.305474e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127056 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 193560 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41571 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 6957 members 
Mstep: Class 19 contains 15995 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 20 clusters Score -2.305471e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 61 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 193296 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41640 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 16066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 20 clusters Score -2.305481e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 64 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 193091 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41707 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6971 members 
Mstep: Class 19 contains 16122 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 20 clusters Score -2.305479e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 192894 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41786 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 6974 members 
Mstep: Class 19 contains 16175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 20 clusters Score -2.305484e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 192697 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41870 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6977 members 
Mstep: Class 19 contains 16219 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 20 clusters Score -2.305484e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 192517 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41929 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6977 members 
Mstep: Class 19 contains 16280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054788.000000 Penalty: 11169.758789
Iteration 64Q: 20 clusters Score -2.305479e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 192342 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 41977 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 19 contains 16328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054754.000000 Penalty: 11169.758789
Iteration 65Q: 20 clusters Score -2.305475e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127092 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 192165 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1387 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42038 members 
Mstep: Class 15 contains 2887 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6988 members 
Mstep: Class 19 contains 16377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054728.000000 Penalty: 11169.758789
Iteration 66Q: 20 clusters Score -2.305473e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127106 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4588 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 191981 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42095 members 
Mstep: Class 15 contains 2907 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6989 members 
Mstep: Class 19 contains 16416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054740.000000 Penalty: 11169.758789
Iteration 67Q: 20 clusters Score -2.305474e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4610 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 191808 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42144 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054722.000000 Penalty: 11169.758789
Iteration 68Q: 20 clusters Score -2.305472e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4629 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 191677 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42174 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054704.000000 Penalty: 11169.758789
Iteration 69Q: 20 clusters Score -2.30547e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4656 members 
Mstep: Class 9 contains 2983 members 
Mstep: Class 10 contains 191564 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42174 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054694.000000 Penalty: 11169.758789
Iteration 70Q: 20 clusters Score -2.305469e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4678 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 191456 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1421 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42175 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054684.000000 Penalty: 11169.758789
Iteration 71Q: 20 clusters Score -2.305468e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127073 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4696 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 191358 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1430 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42195 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054674.000000 Penalty: 11169.758789
Iteration 72Q: 20 clusters Score -2.305467e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 191262 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054630.000000 Penalty: 11169.758789
Iteration 73Q: 20 clusters Score -2.305463e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127083 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4724 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 191182 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42237 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054668.000000 Penalty: 11169.758789
Iteration 74Q: 20 clusters Score -2.305467e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4733 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 191101 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42267 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 6996 members 
Mstep: Class 19 contains 16686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054674.000000 Penalty: 11169.758789
Iteration 75Q: 20 clusters Score -2.305467e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127091 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 191024 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42285 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6997 members 
Mstep: Class 19 contains 16700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054618.000000 Penalty: 11169.758789
Iteration 76Q: 20 clusters Score -2.305462e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4743 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 190922 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42307 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6997 members 
Mstep: Class 19 contains 16731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054620.000000 Penalty: 11169.758789
Iteration 77Q: 20 clusters Score -2.305462e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 190811 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42327 members 
Mstep: Class 15 contains 3139 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6993 members 
Mstep: Class 19 contains 16766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054628.000000 Penalty: 11169.758789
Iteration 78Q: 20 clusters Score -2.305463e+07 nChanged 177
Entering ConstructFrom: 
Score: -23054628.000000 Penalty: 11169.758789
Entering ConstructFrom: 
Trying to split cluster 1 (127160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127160 members 
Entering Unmasked Estep 
Score: -7616892.000000 Penalty: 534.770691
	Iteration 0F: 2 clusters Score -7616892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -7538046.000000 Penalty: 1069.541382
	Iteration 0F: 3 clusters Score -7538046 nChanged 62358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -7579613.500000 Penalty: 1069.541382
	Iteration 1F: 3 clusters Score -7579614 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -7585694.000000 Penalty: 1069.541382
	Iteration 2F: 3 clusters Score -7585694 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -7593594.000000 Penalty: 1069.541382
	Iteration 3F: 3 clusters Score -7593594 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -7602021.000000 Penalty: 1069.541382
	Iteration 4F: 3 clusters Score -7602021 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -7608452.000000 Penalty: 1069.541382
	Iteration 5F: 3 clusters Score -7608452 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114381 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -7612223.000000 Penalty: 1069.541382
	Iteration 6Q: 3 clusters Score -7612223 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -7614171.500000 Penalty: 1069.541382
	Iteration 7Q: 3 clusters Score -7614172 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -7615093.500000 Penalty: 1069.541382
	Iteration 8Q: 3 clusters Score -7615094 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119969 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -7615561.500000 Penalty: 1069.541382
	Iteration 9Q: 3 clusters Score -7615562 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7615987.500000 Penalty: 1069.541382
	Iteration 10Q: 3 clusters Score -7615988 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121920 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7616338.500000 Penalty: 1069.541382
	Iteration 11Q: 3 clusters Score -7616338 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -7616637.500000 Penalty: 1069.541382
	Iteration 12Q: 3 clusters Score -7616638 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7616823.500000 Penalty: 1069.541382
	Iteration 13Q: 3 clusters Score -7616824 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7616881.500000 Penalty: 1069.541382
	Iteration 14Q: 3 clusters Score -7616882 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124208 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7616916.000000 Penalty: 1069.541382
	Iteration 15Q: 3 clusters Score -7616916 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7616947.000000 Penalty: 1069.541382
	Iteration 16Q: 3 clusters Score -7616947 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124806 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7616929.500000 Penalty: 1069.541382
	Iteration 17Q: 3 clusters Score -7616930 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7616933.000000 Penalty: 1069.541382
	Iteration 18Q: 3 clusters Score -7616933 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7616972.000000 Penalty: 1069.541382
	Iteration 19Q: 3 clusters Score -7616972 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125393 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7616925.500000 Penalty: 1069.541382
	Iteration 20F: 3 clusters Score -7616926 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125551 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7616915.500000 Penalty: 1069.541382
	Iteration 21Q: 3 clusters Score -7616916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7616910.000000 Penalty: 1069.541382
	Iteration 22Q: 3 clusters Score -7616910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7616897.500000 Penalty: 1069.541382
	Iteration 23Q: 3 clusters Score -7616898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7616890.000000 Penalty: 1069.541382
	Iteration 24Q: 3 clusters Score -7616890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7616889.000000 Penalty: 1069.541382
	Iteration 25Q: 3 clusters Score -7616889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7616877.500000 Penalty: 1069.541382
	Iteration 26Q: 3 clusters Score -7616878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126072 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7616872.000000 Penalty: 1069.541382
	Iteration 27Q: 3 clusters Score -7616872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7616861.500000 Penalty: 1069.541382
	Iteration 28Q: 3 clusters Score -7616862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126159 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7616863.000000 Penalty: 1069.541382
	Iteration 29Q: 3 clusters Score -7616863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126197 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7616879.000000 Penalty: 1069.541382
	Iteration 30Q: 3 clusters Score -7616879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126231 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7616859.000000 Penalty: 1069.541382
	Iteration 31Q: 3 clusters Score -7616859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126263 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7616847.500000 Penalty: 1069.541382
	Iteration 32Q: 3 clusters Score -7616848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7616832.500000 Penalty: 1069.541382
	Iteration 33Q: 3 clusters Score -7616832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7616829.000000 Penalty: 1069.541382
	Iteration 34Q: 3 clusters Score -7616829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7616835.500000 Penalty: 1069.541382
	Iteration 35Q: 3 clusters Score -7616836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126327 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7616823.500000 Penalty: 1069.541382
	Iteration 36Q: 3 clusters Score -7616824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126339 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7616818.000000 Penalty: 1069.541382
	Iteration 37Q: 3 clusters Score -7616818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126351 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7616818.000000 Penalty: 1069.541382
	Iteration 38Q: 3 clusters Score -7616818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126368 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7616814.500000 Penalty: 1069.541382
	Iteration 39Q: 3 clusters Score -7616814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7616814.000000 Penalty: 1069.541382
	Iteration 40F: 3 clusters Score -7616814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126404 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7616804.000000 Penalty: 1069.541382
	Iteration 41Q: 3 clusters Score -7616804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126421 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7616812.000000 Penalty: 1069.541382
	Iteration 42Q: 3 clusters Score -7616812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126440 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7616809.000000 Penalty: 1069.541382
	Iteration 43Q: 3 clusters Score -7616809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7616801.500000 Penalty: 1069.541382
	Iteration 44Q: 3 clusters Score -7616802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126463 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7616807.000000 Penalty: 1069.541382
	Iteration 45Q: 3 clusters Score -7616807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126467 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7616802.000000 Penalty: 1069.541382
	Iteration 46Q: 3 clusters Score -7616802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126477 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7616800.500000 Penalty: 1069.541382
	Iteration 47Q: 3 clusters Score -7616800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126488 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7616815.000000 Penalty: 1069.541382
	Iteration 48Q: 3 clusters Score -7616815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7616803.500000 Penalty: 1069.541382
	Iteration 49Q: 3 clusters Score -7616804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126507 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7616805.500000 Penalty: 1069.541382
	Iteration 50Q: 3 clusters Score -7616806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7616814.500000 Penalty: 1069.541382
	Iteration 51Q: 3 clusters Score -7616814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7616814.500000 Penalty: 1069.541382
	Iteration 52Q: 3 clusters Score -7616814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7616810.500000 Penalty: 1069.541382
	Iteration 53Q: 3 clusters Score -7616810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126532 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7616819.000000 Penalty: 1069.541382
	Iteration 54Q: 3 clusters Score -7616819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7616813.500000 Penalty: 1069.541382
	Iteration 55Q: 3 clusters Score -7616814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7616820.000000 Penalty: 1069.541382
	Iteration 56Q: 3 clusters Score -7616820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7616818.000000 Penalty: 1069.541382
	Iteration 57Q: 3 clusters Score -7616818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126547 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7616816.000000 Penalty: 1069.541382
	Iteration 58Q: 3 clusters Score -7616816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7616822.000000 Penalty: 1069.541382
	Iteration 59Q: 3 clusters Score -7616822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7616820.500000 Penalty: 1069.541382
	Iteration 60F: 3 clusters Score -7616820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7616821.500000 Penalty: 1069.541382
	Iteration 61Q: 3 clusters Score -7616822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7616821.500000 Penalty: 1069.541382
	Iteration 62Q: 3 clusters Score -7616822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7616821.500000 Penalty: 1069.541382
	Iteration 63F: 3 clusters Score -7616822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -22281.271484 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -22281.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21886.195312 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -21886.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22033.759766 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -22033.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22087.693359 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -22087.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22103.404297 Penalty: 548.353821
	Iteration 3Q: 3 clusters Score -22103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22112.904297 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -22112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22123.568359 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -22123.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22132.001953 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -22132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22137.570312 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -22137.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22140.011719 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -22140.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22140.011719 Penalty: 548.353821
	Iteration 9F: 3 clusters Score -22140.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -33010.562500 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -33010.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32478.970703 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -32478.97 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32768.113281 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -32768.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32910.949219 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -32910.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -32971.886719 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -32971.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -33000.617188 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -33000.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -33034.160156 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -33034.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33038.070312 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -33038.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -33038.179688 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -33038.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -33038.332031 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -33038.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -33038.332031 Penalty: 582.423462
	Iteration 9F: 3 clusters Score -33038.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 189 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 413 members 
Entering Unmasked Estep 
Score: -23054344.000000 Penalty: 11757.640625
Splitting cluster 3 changes total score from -23054628.000000 to -23054344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7138.352539 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7138.353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6929.481445 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6929.481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6989.428223 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -6989.428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7003.005371 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -7003.005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7010.901367 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7010.901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7030.376953 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7030.377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7048.267090 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7048.267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7050.981445 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -7050.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7053.101562 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -7053.102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7055.424805 Penalty: 453.508209
	Iteration 8Q: 3 clusters Score -7055.425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7059.408691 Penalty: 453.508209
	Iteration 9Q: 3 clusters Score -7059.409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7060.131836 Penalty: 453.508209
	Iteration 10Q: 3 clusters Score -7060.132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7060.131836 Penalty: 453.508209
	Iteration 11F: 3 clusters Score -7060.132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -2336.487793 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -2336.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2201.874512 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -2201.875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2223.759033 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -2223.759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2231.501465 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -2231.501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2235.183594 Penalty: 379.869263
	Iteration 3Q: 3 clusters Score -2235.184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2237.130859 Penalty: 379.869263
	Iteration 4Q: 3 clusters Score -2237.131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2237.130859 Penalty: 379.869263
	Iteration 5F: 3 clusters Score -2237.131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -11109.875000 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -11109.88 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 111 members 
Entering Unmasked Estep 
Score: -10823.835938 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -10823.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10972.968750 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -10972.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11022.916992 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -11022.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11040.552734 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -11040.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11049.723633 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -11049.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11057.771484 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -11057.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11057.771484 Penalty: 498.738159
	Iteration 6F: 3 clusters Score -11057.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -5489.994629 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -5489.995 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 62 members 
Entering Unmasked Estep 
Score: -5337.254395 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5337.254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5421.155762 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5421.156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5471.892090 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5471.892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5521.703613 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5521.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5521.703613 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -5521.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 13 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 106 members 
Entering Unmasked Estep 
Score: -23054282.000000 Penalty: 11757.640625
Splitting cluster 7 changes total score from -23054628.000000 to -23054282.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -252791.609375 Penalty: 385.236755
	Iteration 0F: 2 clusters Score -252791.6 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 2326 members 
Entering Unmasked Estep 
Score: -249576.093750 Penalty: 770.473511
	Iteration 0F: 3 clusters Score -249576.1 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -250770.468750 Penalty: 770.473511
	Iteration 1F: 3 clusters Score -250770.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -250928.234375 Penalty: 770.473511
	Iteration 2F: 3 clusters Score -250928.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -251187.500000 Penalty: 770.473511
	Iteration 3F: 3 clusters Score -251187.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -251527.640625 Penalty: 770.473511
	Iteration 4F: 3 clusters Score -251527.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -251828.031250 Penalty: 770.473511
	Iteration 5F: 3 clusters Score -251828 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -252077.625000 Penalty: 770.473511
	Iteration 6F: 3 clusters Score -252077.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -252257.109375 Penalty: 770.473511
	Iteration 7F: 3 clusters Score -252257.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -252370.421875 Penalty: 770.473511
	Iteration 8Q: 3 clusters Score -252370.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -252447.875000 Penalty: 770.473511
	Iteration 9Q: 3 clusters Score -252447.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -252516.578125 Penalty: 770.473511
	Iteration 10Q: 3 clusters Score -252516.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -252578.828125 Penalty: 770.473511
	Iteration 11Q: 3 clusters Score -252578.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -252626.437500 Penalty: 770.473511
	Iteration 12Q: 3 clusters Score -252626.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -252666.078125 Penalty: 770.473511
	Iteration 13Q: 3 clusters Score -252666.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -252714.031250 Penalty: 770.473511
	Iteration 14Q: 3 clusters Score -252714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -252750.859375 Penalty: 770.473511
	Iteration 15Q: 3 clusters Score -252750.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -252773.328125 Penalty: 770.473511
	Iteration 16Q: 3 clusters Score -252773.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -252792.453125 Penalty: 770.473511
	Iteration 17Q: 3 clusters Score -252792.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -252805.062500 Penalty: 770.473511
	Iteration 18Q: 3 clusters Score -252805.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -252816.500000 Penalty: 770.473511
	Iteration 19Q: 3 clusters Score -252816.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -252827.734375 Penalty: 770.473511
	Iteration 20F: 3 clusters Score -252827.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -252839.531250 Penalty: 770.473511
	Iteration 21Q: 3 clusters Score -252839.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -252852.468750 Penalty: 770.473511
	Iteration 22Q: 3 clusters Score -252852.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -252864.468750 Penalty: 770.473511
	Iteration 23Q: 3 clusters Score -252864.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -252880.406250 Penalty: 770.473511
	Iteration 24Q: 3 clusters Score -252880.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -252896.109375 Penalty: 770.473511
	Iteration 25Q: 3 clusters Score -252896.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -252909.187500 Penalty: 770.473511
	Iteration 26Q: 3 clusters Score -252909.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -252919.859375 Penalty: 770.473511
	Iteration 27Q: 3 clusters Score -252919.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -252930.437500 Penalty: 770.473511
	Iteration 28Q: 3 clusters Score -252930.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -252945.625000 Penalty: 770.473511
	Iteration 29Q: 3 clusters Score -252945.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -252965.296875 Penalty: 770.473511
	Iteration 30Q: 3 clusters Score -252965.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -252978.546875 Penalty: 770.473511
	Iteration 31Q: 3 clusters Score -252978.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -252990.203125 Penalty: 770.473511
	Iteration 32Q: 3 clusters Score -252990.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -252998.734375 Penalty: 770.473511
	Iteration 33Q: 3 clusters Score -252998.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -253008.343750 Penalty: 770.473511
	Iteration 34Q: 3 clusters Score -253008.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -253011.171875 Penalty: 770.473511
	Iteration 35Q: 3 clusters Score -253011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -253014.281250 Penalty: 770.473511
	Iteration 36Q: 3 clusters Score -253014.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -253016.921875 Penalty: 770.473511
	Iteration 37Q: 3 clusters Score -253016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -253019.296875 Penalty: 770.473511
	Iteration 38Q: 3 clusters Score -253019.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -253020.250000 Penalty: 770.473511
	Iteration 39Q: 3 clusters Score -253020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -253022.921875 Penalty: 770.473511
	Iteration 40F: 3 clusters Score -253022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -253024.453125 Penalty: 770.473511
	Iteration 41Q: 3 clusters Score -253024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -253025.796875 Penalty: 770.473511
	Iteration 42Q: 3 clusters Score -253025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -253025.750000 Penalty: 770.473511
	Iteration 43Q: 3 clusters Score -253025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -253026.500000 Penalty: 770.473511
	Iteration 44Q: 3 clusters Score -253026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -253027.093750 Penalty: 770.473511
	Iteration 45Q: 3 clusters Score -253027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -253027.359375 Penalty: 770.473511
	Iteration 46Q: 3 clusters Score -253027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -253026.921875 Penalty: 770.473511
	Iteration 47Q: 3 clusters Score -253026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -253026.921875 Penalty: 770.473511
	Iteration 48F: 3 clusters Score -253026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 3005 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 4069 members 
Entering Unmasked Estep 
Score: -23054684.000000 Penalty: 11757.640625
Splitting cluster 8 changes total score from -23054628.000000 to -23054684.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -162070.406250 Penalty: 365.279846
	Iteration 0F: 2 clusters Score -162070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -159990.093750 Penalty: 730.559692
	Iteration 0F: 3 clusters Score -159990.1 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -160752.609375 Penalty: 730.559692
	Iteration 1F: 3 clusters Score -160752.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -160909.500000 Penalty: 730.559692
	Iteration 2F: 3 clusters Score -160909.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -161063.765625 Penalty: 730.559692
	Iteration 3F: 3 clusters Score -161063.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -161217.578125 Penalty: 730.559692
	Iteration 4F: 3 clusters Score -161217.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -161346.500000 Penalty: 730.559692
	Iteration 5F: 3 clusters Score -161346.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -161483.718750 Penalty: 730.559692
	Iteration 6F: 3 clusters Score -161483.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -161632.109375 Penalty: 730.559692
	Iteration 7F: 3 clusters Score -161632.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -161742.687500 Penalty: 730.559692
	Iteration 8Q: 3 clusters Score -161742.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -161807.609375 Penalty: 730.559692
	Iteration 9Q: 3 clusters Score -161807.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -161849.171875 Penalty: 730.559692
	Iteration 10Q: 3 clusters Score -161849.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -161879.468750 Penalty: 730.559692
	Iteration 11Q: 3 clusters Score -161879.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -161904.718750 Penalty: 730.559692
	Iteration 12Q: 3 clusters Score -161904.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -161924.546875 Penalty: 730.559692
	Iteration 13Q: 3 clusters Score -161924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -161933.500000 Penalty: 730.559692
	Iteration 14Q: 3 clusters Score -161933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -161937.421875 Penalty: 730.559692
	Iteration 15Q: 3 clusters Score -161937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -161940.921875 Penalty: 730.559692
	Iteration 16Q: 3 clusters Score -161940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -161944.625000 Penalty: 730.559692
	Iteration 17Q: 3 clusters Score -161944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -161946.906250 Penalty: 730.559692
	Iteration 18Q: 3 clusters Score -161946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -161947.312500 Penalty: 730.559692
	Iteration 19Q: 3 clusters Score -161947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -161947.437500 Penalty: 730.559692
	Iteration 20F: 3 clusters Score -161947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (190725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190725 members 
Entering Unmasked Estep 
Score: -11124801.000000 Penalty: 553.215759
	Iteration 0F: 2 clusters Score -1.11248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95614 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -11006366.000000 Penalty: 1106.431519
	Iteration 0F: 3 clusters Score -1.100637e+07 nChanged 94047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103385 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -11069992.000000 Penalty: 1106.431519
	Iteration 1F: 3 clusters Score -1.106999e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -11078682.000000 Penalty: 1106.431519
	Iteration 2F: 3 clusters Score -1.107868e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -11089896.000000 Penalty: 1106.431519
	Iteration 3F: 3 clusters Score -1.10899e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120797 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -11098769.000000 Penalty: 1106.431519
	Iteration 4F: 3 clusters Score -1.109877e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125264 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -11103045.000000 Penalty: 1106.431519
	Iteration 5Q: 3 clusters Score -1.110304e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129790 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -11104929.000000 Penalty: 1106.431519
	Iteration 6Q: 3 clusters Score -1.110493e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134968 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -11106163.000000 Penalty: 1106.431519
	Iteration 7Q: 3 clusters Score -1.110616e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140417 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -11107304.000000 Penalty: 1106.431519
	Iteration 8Q: 3 clusters Score -1.11073e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145885 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -11108025.000000 Penalty: 1106.431519
	Iteration 9Q: 3 clusters Score -1.110802e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151156 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -11108989.000000 Penalty: 1106.431519
	Iteration 10Q: 3 clusters Score -1.110899e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -11109592.000000 Penalty: 1106.431519
	Iteration 11Q: 3 clusters Score -1.110959e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -11110082.000000 Penalty: 1106.431519
	Iteration 12Q: 3 clusters Score -1.111008e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164071 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -11110883.000000 Penalty: 1106.431519
	Iteration 13Q: 3 clusters Score -1.111088e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167331 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -11111496.000000 Penalty: 1106.431519
	Iteration 14Q: 3 clusters Score -1.11115e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170130 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -11112343.000000 Penalty: 1106.431519
	Iteration 15Q: 3 clusters Score -1.111234e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172639 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -11113117.000000 Penalty: 1106.431519
	Iteration 16Q: 3 clusters Score -1.111312e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174932 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -11114087.000000 Penalty: 1106.431519
	Iteration 17Q: 3 clusters Score -1.111409e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177001 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -11114931.000000 Penalty: 1106.431519
	Iteration 18Q: 3 clusters Score -1.111493e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178897 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -11115929.000000 Penalty: 1106.431519
	Iteration 19Q: 3 clusters Score -1.111593e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180661 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -11117110.000000 Penalty: 1106.431519
	Iteration 20F: 3 clusters Score -1.111711e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182303 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -11118199.000000 Penalty: 1106.431519
	Iteration 21Q: 3 clusters Score -1.11182e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183722 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -11119081.000000 Penalty: 1106.431519
	Iteration 22Q: 3 clusters Score -1.111908e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184993 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -11119932.000000 Penalty: 1106.431519
	Iteration 23Q: 3 clusters Score -1.111993e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186098 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -11120648.000000 Penalty: 1106.431519
	Iteration 24Q: 3 clusters Score -1.112065e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186993 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -11121394.000000 Penalty: 1106.431519
	Iteration 25Q: 3 clusters Score -1.112139e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187709 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -11122008.000000 Penalty: 1106.431519
	Iteration 26Q: 3 clusters Score -1.112201e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188295 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -11122506.000000 Penalty: 1106.431519
	Iteration 27Q: 3 clusters Score -1.112251e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188753 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11122868.000000 Penalty: 1106.431519
	Iteration 28Q: 3 clusters Score -1.112287e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189084 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11123099.000000 Penalty: 1106.431519
	Iteration 29Q: 3 clusters Score -1.11231e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189334 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11123284.000000 Penalty: 1106.431519
	Iteration 30Q: 3 clusters Score -1.112328e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189520 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11123420.000000 Penalty: 1106.431519
	Iteration 31Q: 3 clusters Score -1.112342e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189678 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11123545.000000 Penalty: 1106.431519
	Iteration 32Q: 3 clusters Score -1.112354e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189818 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11123684.000000 Penalty: 1106.431519
	Iteration 33Q: 3 clusters Score -1.112368e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189920 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11123788.000000 Penalty: 1106.431519
	Iteration 34Q: 3 clusters Score -1.112379e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189991 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11123837.000000 Penalty: 1106.431519
	Iteration 35Q: 3 clusters Score -1.112384e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190046 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11123897.000000 Penalty: 1106.431519
	Iteration 36Q: 3 clusters Score -1.11239e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190090 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11123946.000000 Penalty: 1106.431519
	Iteration 37Q: 3 clusters Score -1.112395e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190133 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11123969.000000 Penalty: 1106.431519
	Iteration 38Q: 3 clusters Score -1.112397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190165 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11124004.000000 Penalty: 1106.431519
	Iteration 39Q: 3 clusters Score -1.1124e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190204 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11124046.000000 Penalty: 1106.431519
	Iteration 40F: 3 clusters Score -1.112405e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190239 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11124065.000000 Penalty: 1106.431519
	Iteration 41Q: 3 clusters Score -1.112406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190267 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11124085.000000 Penalty: 1106.431519
	Iteration 42Q: 3 clusters Score -1.112408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190279 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11124110.000000 Penalty: 1106.431519
	Iteration 43Q: 3 clusters Score -1.112411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190295 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11124107.000000 Penalty: 1106.431519
	Iteration 44Q: 3 clusters Score -1.112411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190313 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11124128.000000 Penalty: 1106.431519
	Iteration 45Q: 3 clusters Score -1.112413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11124141.000000 Penalty: 1106.431519
	Iteration 46Q: 3 clusters Score -1.112414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190341 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11124161.000000 Penalty: 1106.431519
	Iteration 47Q: 3 clusters Score -1.112416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11124163.000000 Penalty: 1106.431519
	Iteration 48Q: 3 clusters Score -1.112416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190350 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11124164.000000 Penalty: 1106.431519
	Iteration 49Q: 3 clusters Score -1.112416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11124172.000000 Penalty: 1106.431519
	Iteration 50Q: 3 clusters Score -1.112417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190362 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11124168.000000 Penalty: 1106.431519
	Iteration 51Q: 3 clusters Score -1.112417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11124159.000000 Penalty: 1106.431519
	Iteration 52Q: 3 clusters Score -1.112416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190370 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11124178.000000 Penalty: 1106.431519
	Iteration 53Q: 3 clusters Score -1.112418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190373 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11124185.000000 Penalty: 1106.431519
	Iteration 54Q: 3 clusters Score -1.112418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190375 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11124189.000000 Penalty: 1106.431519
	Iteration 55Q: 3 clusters Score -1.112419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190379 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11124192.000000 Penalty: 1106.431519
	Iteration 56Q: 3 clusters Score -1.112419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190384 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11124190.000000 Penalty: 1106.431519
	Iteration 57Q: 3 clusters Score -1.112419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11124195.000000 Penalty: 1106.431519
	Iteration 58Q: 3 clusters Score -1.11242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11124188.000000 Penalty: 1106.431519
	Iteration 59Q: 3 clusters Score -1.112419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190401 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11124192.000000 Penalty: 1106.431519
	Iteration 60F: 3 clusters Score -1.112419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11124196.000000 Penalty: 1106.431519
	Iteration 61Q: 3 clusters Score -1.11242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190405 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11124210.000000 Penalty: 1106.431519
	Iteration 62Q: 3 clusters Score -1.112421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190406 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11124202.000000 Penalty: 1106.431519
	Iteration 63Q: 3 clusters Score -1.11242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190409 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11124214.000000 Penalty: 1106.431519
	Iteration 64Q: 3 clusters Score -1.112421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190411 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11124212.000000 Penalty: 1106.431519
	Iteration 65Q: 3 clusters Score -1.112421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190413 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11124216.000000 Penalty: 1106.431519
	Iteration 66Q: 3 clusters Score -1.112422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190417 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11124218.000000 Penalty: 1106.431519
	Iteration 67Q: 3 clusters Score -1.112422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190418 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11124220.000000 Penalty: 1106.431519
	Iteration 68Q: 3 clusters Score -1.112422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190419 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11124219.000000 Penalty: 1106.431519
	Iteration 69Q: 3 clusters Score -1.112422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190425 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -11124225.000000 Penalty: 1106.431519
	Iteration 70Q: 3 clusters Score -1.112422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190428 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11124240.000000 Penalty: 1106.431519
	Iteration 71Q: 3 clusters Score -1.112424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190430 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11124240.000000 Penalty: 1106.431519
	Iteration 72Q: 3 clusters Score -1.112424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190433 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11124247.000000 Penalty: 1106.431519
	Iteration 73Q: 3 clusters Score -1.112425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190436 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11124234.000000 Penalty: 1106.431519
	Iteration 74Q: 3 clusters Score -1.112423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190441 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11124231.000000 Penalty: 1106.431519
	Iteration 75Q: 3 clusters Score -1.112423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11124237.000000 Penalty: 1106.431519
	Iteration 76Q: 3 clusters Score -1.112424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190446 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11124241.000000 Penalty: 1106.431519
	Iteration 77Q: 3 clusters Score -1.112424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190446 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11124236.000000 Penalty: 1106.431519
	Iteration 78Q: 3 clusters Score -1.112424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190446 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11124236.000000 Penalty: 1106.431519
	Iteration 79F: 3 clusters Score -1.112424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -165130.343750 Penalty: 364.365479
	Iteration 0F: 2 clusters Score -165130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -163047.906250 Penalty: 728.730957
	Iteration 0F: 3 clusters Score -163047.9 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -163969.500000 Penalty: 728.730957
	Iteration 1F: 3 clusters Score -163969.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -164661.640625 Penalty: 728.730957
	Iteration 2F: 3 clusters Score -164661.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -165591.093750 Penalty: 728.730957
	Iteration 3F: 3 clusters Score -165591.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -166167.953125 Penalty: 728.730957
	Iteration 4F: 3 clusters Score -166168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -166323.765625 Penalty: 728.730957
	Iteration 5Q: 3 clusters Score -166323.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -166351.015625 Penalty: 728.730957
	Iteration 6Q: 3 clusters Score -166351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -166353.531250 Penalty: 728.730957
	Iteration 7Q: 3 clusters Score -166353.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -166354.515625 Penalty: 728.730957
	Iteration 8Q: 3 clusters Score -166354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -166355.093750 Penalty: 728.730957
	Iteration 9Q: 3 clusters Score -166355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -166354.750000 Penalty: 728.730957
	Iteration 10Q: 3 clusters Score -166354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -166355.343750 Penalty: 728.730957
	Iteration 11Q: 3 clusters Score -166355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -166355.687500 Penalty: 728.730957
	Iteration 12Q: 3 clusters Score -166355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -166356.375000 Penalty: 728.730957
	Iteration 13Q: 3 clusters Score -166356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -166357.000000 Penalty: 728.730957
	Iteration 14Q: 3 clusters Score -166357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -166357.328125 Penalty: 728.730957
	Iteration 15Q: 3 clusters Score -166357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -166357.468750 Penalty: 728.730957
	Iteration 16Q: 3 clusters Score -166357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -166357.546875 Penalty: 728.730957
	Iteration 17Q: 3 clusters Score -166357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -166357.640625 Penalty: 728.730957
	Iteration 18Q: 3 clusters Score -166357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -166358.015625 Penalty: 728.730957
	Iteration 19Q: 3 clusters Score -166358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -166358.156250 Penalty: 728.730957
	Iteration 20F: 3 clusters Score -166358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -166358.703125 Penalty: 728.730957
	Iteration 21Q: 3 clusters Score -166358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -166358.703125 Penalty: 728.730957
	Iteration 22F: 3 clusters Score -166358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 1921 members 
Entering Unmasked Estep 
Score: -23055722.000000 Penalty: 12345.523438
Splitting cluster 11 changes total score from -23054628.000000 to -23055722.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -78233.453125 Penalty: 330.799225
	Iteration 0F: 2 clusters Score -78233.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -77150.945312 Penalty: 661.598450
	Iteration 0F: 3 clusters Score -77150.95 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -77501.664062 Penalty: 661.598450
	Iteration 1F: 3 clusters Score -77501.66 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -77595.226562 Penalty: 661.598450
	Iteration 2F: 3 clusters Score -77595.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -77688.218750 Penalty: 661.598450
	Iteration 3F: 3 clusters Score -77688.22 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77747.265625 Penalty: 661.598450
	Iteration 4F: 3 clusters Score -77747.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77773.289062 Penalty: 661.598450
	Iteration 5Q: 3 clusters Score -77773.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -77793.914062 Penalty: 661.598450
	Iteration 6Q: 3 clusters Score -77793.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -77802.507812 Penalty: 661.598450
	Iteration 7Q: 3 clusters Score -77802.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -77808.078125 Penalty: 661.598450
	Iteration 8Q: 3 clusters Score -77808.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -77813.789062 Penalty: 661.598450
	Iteration 9Q: 3 clusters Score -77813.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -77820.593750 Penalty: 661.598450
	Iteration 10Q: 3 clusters Score -77820.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -77826.804688 Penalty: 661.598450
	Iteration 11Q: 3 clusters Score -77826.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -77835.101562 Penalty: 661.598450
	Iteration 12Q: 3 clusters Score -77835.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -77843.156250 Penalty: 661.598450
	Iteration 13Q: 3 clusters Score -77843.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -77845.890625 Penalty: 661.598450
	Iteration 14Q: 3 clusters Score -77845.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -77847.914062 Penalty: 661.598450
	Iteration 15Q: 3 clusters Score -77847.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -77849.906250 Penalty: 661.598450
	Iteration 16Q: 3 clusters Score -77849.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -77851.093750 Penalty: 661.598450
	Iteration 17Q: 3 clusters Score -77851.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -77852.250000 Penalty: 661.598450
	Iteration 18Q: 3 clusters Score -77852.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -77857.187500 Penalty: 661.598450
	Iteration 19Q: 3 clusters Score -77857.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -77858.789062 Penalty: 661.598450
	Iteration 20F: 3 clusters Score -77858.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -77859.835938 Penalty: 661.598450
	Iteration 21Q: 3 clusters Score -77859.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -77861.710938 Penalty: 661.598450
	Iteration 22Q: 3 clusters Score -77861.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -77863.945312 Penalty: 661.598450
	Iteration 23Q: 3 clusters Score -77863.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -77867.718750 Penalty: 661.598450
	Iteration 24Q: 3 clusters Score -77867.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -77873.992188 Penalty: 661.598450
	Iteration 25Q: 3 clusters Score -77873.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -77878.945312 Penalty: 661.598450
	Iteration 26Q: 3 clusters Score -77878.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -77884.718750 Penalty: 661.598450
	Iteration 27Q: 3 clusters Score -77884.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -77891.531250 Penalty: 661.598450
	Iteration 28Q: 3 clusters Score -77891.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -77897.648438 Penalty: 661.598450
	Iteration 29Q: 3 clusters Score -77897.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -77903.390625 Penalty: 661.598450
	Iteration 30Q: 3 clusters Score -77903.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -77906.468750 Penalty: 661.598450
	Iteration 31Q: 3 clusters Score -77906.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77907.796875 Penalty: 661.598450
	Iteration 32Q: 3 clusters Score -77907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -77908.929688 Penalty: 661.598450
	Iteration 33Q: 3 clusters Score -77908.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -77909.921875 Penalty: 661.598450
	Iteration 34Q: 3 clusters Score -77909.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77912.250000 Penalty: 661.598450
	Iteration 35Q: 3 clusters Score -77912.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -77913.804688 Penalty: 661.598450
	Iteration 36Q: 3 clusters Score -77913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -77914.609375 Penalty: 661.598450
	Iteration 37Q: 3 clusters Score -77914.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77916.109375 Penalty: 661.598450
	Iteration 38Q: 3 clusters Score -77916.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -77916.914062 Penalty: 661.598450
	Iteration 39Q: 3 clusters Score -77916.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77918.695312 Penalty: 661.598450
	Iteration 40F: 3 clusters Score -77918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -77922.468750 Penalty: 661.598450
	Iteration 41Q: 3 clusters Score -77922.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77926.476562 Penalty: 661.598450
	Iteration 42Q: 3 clusters Score -77926.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -77930.148438 Penalty: 661.598450
	Iteration 43Q: 3 clusters Score -77930.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -77933.859375 Penalty: 661.598450
	Iteration 44Q: 3 clusters Score -77933.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -77936.187500 Penalty: 661.598450
	Iteration 45Q: 3 clusters Score -77936.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -77937.492188 Penalty: 661.598450
	Iteration 46Q: 3 clusters Score -77937.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -77939.101562 Penalty: 661.598450
	Iteration 47Q: 3 clusters Score -77939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -77940.609375 Penalty: 661.598450
	Iteration 48Q: 3 clusters Score -77940.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -77941.359375 Penalty: 661.598450
	Iteration 49Q: 3 clusters Score -77941.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -77941.789062 Penalty: 661.598450
	Iteration 50Q: 3 clusters Score -77941.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -77941.796875 Penalty: 661.598450
	Iteration 51Q: 3 clusters Score -77941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -77942.343750 Penalty: 661.598450
	Iteration 52Q: 3 clusters Score -77942.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -77943.257812 Penalty: 661.598450
	Iteration 53Q: 3 clusters Score -77943.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -77944.679688 Penalty: 661.598450
	Iteration 54Q: 3 clusters Score -77944.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -77947.054688 Penalty: 661.598450
	Iteration 55Q: 3 clusters Score -77947.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -77949.593750 Penalty: 661.598450
	Iteration 56Q: 3 clusters Score -77949.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -77951.820312 Penalty: 661.598450
	Iteration 57Q: 3 clusters Score -77951.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -77953.164062 Penalty: 661.598450
	Iteration 58Q: 3 clusters Score -77953.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -77954.335938 Penalty: 661.598450
	Iteration 59Q: 3 clusters Score -77954.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -77954.843750 Penalty: 661.598450
	Iteration 60F: 3 clusters Score -77954.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77955.890625 Penalty: 661.598450
	Iteration 61Q: 3 clusters Score -77955.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -77955.953125 Penalty: 661.598450
	Iteration 62Q: 3 clusters Score -77955.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -77956.054688 Penalty: 661.598450
	Iteration 63Q: 3 clusters Score -77956.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77956.140625 Penalty: 661.598450
	Iteration 64Q: 3 clusters Score -77956.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77956.117188 Penalty: 661.598450
	Iteration 65Q: 3 clusters Score -77956.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77956.335938 Penalty: 661.598450
	Iteration 66Q: 3 clusters Score -77956.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77956.335938 Penalty: 661.598450
	Iteration 67F: 3 clusters Score -77956.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -129462.054688 Penalty: 353.198120
	Iteration 0F: 2 clusters Score -129462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -127821.140625 Penalty: 706.396240
	Iteration 0F: 3 clusters Score -127821.1 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -128403.171875 Penalty: 706.396240
	Iteration 1F: 3 clusters Score -128403.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -128548.718750 Penalty: 706.396240
	Iteration 2F: 3 clusters Score -128548.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128750.851562 Penalty: 706.396240
	Iteration 3F: 3 clusters Score -128750.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -129002.828125 Penalty: 706.396240
	Iteration 4F: 3 clusters Score -129002.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -129252.890625 Penalty: 706.396240
	Iteration 5F: 3 clusters Score -129252.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129514.789062 Penalty: 706.396240
	Iteration 6F: 3 clusters Score -129514.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -129797.484375 Penalty: 706.396240
	Iteration 7Q: 3 clusters Score -129797.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -130093.898438 Penalty: 706.396240
	Iteration 8Q: 3 clusters Score -130093.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -130175.507812 Penalty: 706.396240
	Iteration 9Q: 3 clusters Score -130175.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130208.304688 Penalty: 706.396240
	Iteration 10Q: 3 clusters Score -130208.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -130224.703125 Penalty: 706.396240
	Iteration 11Q: 3 clusters Score -130224.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -130235.562500 Penalty: 706.396240
	Iteration 12Q: 3 clusters Score -130235.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -130246.234375 Penalty: 706.396240
	Iteration 13Q: 3 clusters Score -130246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130254.718750 Penalty: 706.396240
	Iteration 14Q: 3 clusters Score -130254.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130260.648438 Penalty: 706.396240
	Iteration 15Q: 3 clusters Score -130260.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -130263.460938 Penalty: 706.396240
	Iteration 16Q: 3 clusters Score -130263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -130264.382812 Penalty: 706.396240
	Iteration 17Q: 3 clusters Score -130264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -130266.039062 Penalty: 706.396240
	Iteration 18Q: 3 clusters Score -130266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -130267.328125 Penalty: 706.396240
	Iteration 19Q: 3 clusters Score -130267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130268.406250 Penalty: 706.396240
	Iteration 20F: 3 clusters Score -130268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130269.179688 Penalty: 706.396240
	Iteration 21Q: 3 clusters Score -130269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -130270.007812 Penalty: 706.396240
	Iteration 22Q: 3 clusters Score -130270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -130270.851562 Penalty: 706.396240
	Iteration 23Q: 3 clusters Score -130270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130271.171875 Penalty: 706.396240
	Iteration 24Q: 3 clusters Score -130271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130271.421875 Penalty: 706.396240
	Iteration 25Q: 3 clusters Score -130271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130271.562500 Penalty: 706.396240
	Iteration 26Q: 3 clusters Score -130271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130271.562500 Penalty: 706.396240
	Iteration 27F: 3 clusters Score -130271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 770 members 
Entering Unmasked Estep 
Score: -23056282.000000 Penalty: 12933.405273
Splitting cluster 13 changes total score from -23054628.000000 to -23056282.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (42337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Entering Unmasked Estep 
Score: -2353582.750000 Penalty: 484.730469
	Iteration 0F: 2 clusters Score -2353583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2325344.000000 Penalty: 969.460938
	Iteration 0F: 3 clusters Score -2325344 nChanged 20284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2336944.000000 Penalty: 969.460938
	Iteration 1F: 3 clusters Score -2336944 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2337411.000000 Penalty: 969.460938
	Iteration 2Q: 3 clusters Score -2337411 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2338135.250000 Penalty: 969.460938
	Iteration 3Q: 3 clusters Score -2338135 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2339277.500000 Penalty: 969.460938
	Iteration 4Q: 3 clusters Score -2339278 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2340918.250000 Penalty: 969.460938
	Iteration 5F: 3 clusters Score -2340918 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -2342966.500000 Penalty: 969.460938
	Iteration 6F: 3 clusters Score -2342966 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -2345307.000000 Penalty: 969.460938
	Iteration 7F: 3 clusters Score -2345307 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -2347506.000000 Penalty: 969.460938
	Iteration 8F: 3 clusters Score -2347506 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -2349224.750000 Penalty: 969.460938
	Iteration 9F: 3 clusters Score -2349225 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -2350487.250000 Penalty: 969.460938
	Iteration 10Q: 3 clusters Score -2350487 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -2351375.750000 Penalty: 969.460938
	Iteration 11Q: 3 clusters Score -2351376 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -2352010.500000 Penalty: 969.460938
	Iteration 12Q: 3 clusters Score -2352010 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -2352427.250000 Penalty: 969.460938
	Iteration 13Q: 3 clusters Score -2352427 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -2352708.750000 Penalty: 969.460938
	Iteration 14Q: 3 clusters Score -2352709 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -2352889.250000 Penalty: 969.460938
	Iteration 15Q: 3 clusters Score -2352889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -2353019.750000 Penalty: 969.460938
	Iteration 16Q: 3 clusters Score -2353020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -2353091.500000 Penalty: 969.460938
	Iteration 17Q: 3 clusters Score -2353092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -2353141.000000 Penalty: 969.460938
	Iteration 18Q: 3 clusters Score -2353141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -2353173.500000 Penalty: 969.460938
	Iteration 19Q: 3 clusters Score -2353174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -2353194.500000 Penalty: 969.460938
	Iteration 20F: 3 clusters Score -2353194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -2353211.000000 Penalty: 969.460938
	Iteration 21Q: 3 clusters Score -2353211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -2353215.000000 Penalty: 969.460938
	Iteration 22Q: 3 clusters Score -2353215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -2353223.250000 Penalty: 969.460938
	Iteration 23Q: 3 clusters Score -2353223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -2353226.000000 Penalty: 969.460938
	Iteration 24Q: 3 clusters Score -2353226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -2353225.000000 Penalty: 969.460938
	Iteration 25Q: 3 clusters Score -2353225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -2353229.250000 Penalty: 969.460938
	Iteration 26Q: 3 clusters Score -2353229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -2353232.750000 Penalty: 969.460938
	Iteration 27Q: 3 clusters Score -2353233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -2353233.250000 Penalty: 969.460938
	Iteration 28Q: 3 clusters Score -2353233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -2353234.000000 Penalty: 969.460938
	Iteration 29Q: 3 clusters Score -2353234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -2353233.750000 Penalty: 969.460938
	Iteration 30Q: 3 clusters Score -2353234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -2353236.500000 Penalty: 969.460938
	Iteration 31Q: 3 clusters Score -2353236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -2353234.250000 Penalty: 969.460938
	Iteration 32Q: 3 clusters Score -2353234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -2353234.250000 Penalty: 969.460938
	Iteration 33F: 3 clusters Score -2353234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -178200.609375 Penalty: 366.524109
	Iteration 0F: 2 clusters Score -178200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -176044.859375 Penalty: 733.048218
	Iteration 0F: 3 clusters Score -176044.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -176838.703125 Penalty: 733.048218
	Iteration 1F: 3 clusters Score -176838.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -176974.187500 Penalty: 733.048218
	Iteration 2F: 3 clusters Score -176974.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -177068.578125 Penalty: 733.048218
	Iteration 3F: 3 clusters Score -177068.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -177154.687500 Penalty: 733.048218
	Iteration 4Q: 3 clusters Score -177154.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -177235.953125 Penalty: 733.048218
	Iteration 5Q: 3 clusters Score -177236 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -177304.828125 Penalty: 733.048218
	Iteration 6Q: 3 clusters Score -177304.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -177375.609375 Penalty: 733.048218
	Iteration 7Q: 3 clusters Score -177375.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -177444.437500 Penalty: 733.048218
	Iteration 8Q: 3 clusters Score -177444.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -177518.937500 Penalty: 733.048218
	Iteration 9Q: 3 clusters Score -177518.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -177615.234375 Penalty: 733.048218
	Iteration 10Q: 3 clusters Score -177615.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -177705.781250 Penalty: 733.048218
	Iteration 11Q: 3 clusters Score -177705.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -177765.187500 Penalty: 733.048218
	Iteration 12Q: 3 clusters Score -177765.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -177813.328125 Penalty: 733.048218
	Iteration 13Q: 3 clusters Score -177813.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -177845.234375 Penalty: 733.048218
	Iteration 14Q: 3 clusters Score -177845.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -177866.078125 Penalty: 733.048218
	Iteration 15Q: 3 clusters Score -177866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -177878.234375 Penalty: 733.048218
	Iteration 16Q: 3 clusters Score -177878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -177883.046875 Penalty: 733.048218
	Iteration 17Q: 3 clusters Score -177883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -177888.437500 Penalty: 733.048218
	Iteration 18Q: 3 clusters Score -177888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -177889.890625 Penalty: 733.048218
	Iteration 19Q: 3 clusters Score -177889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -177892.421875 Penalty: 733.048218
	Iteration 20F: 3 clusters Score -177892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -177895.250000 Penalty: 733.048218
	Iteration 21Q: 3 clusters Score -177895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -177898.656250 Penalty: 733.048218
	Iteration 22Q: 3 clusters Score -177898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -177900.062500 Penalty: 733.048218
	Iteration 23Q: 3 clusters Score -177900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -177900.062500 Penalty: 733.048218
	Iteration 24F: 3 clusters Score -177900.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -21851.681641 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -21851.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21419.914062 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -21419.91 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21781.939453 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -21781.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21935.789062 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -21935.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22032.007812 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -22032.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22086.666016 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -22086.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22133.140625 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -22133.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22140.316406 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -22140.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22146.361328 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -22146.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22149.496094 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -22149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22149.669922 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -22149.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22149.669922 Penalty: 555.941528
	Iteration 10F: 3 clusters Score -22149.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 229 members 
Entering Unmasked Estep 
Score: -23056278.000000 Penalty: 13521.287109
Splitting cluster 16 changes total score from -23054628.000000 to -23056278.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -95685.070312 Penalty: 335.801636
	Iteration 0F: 2 clusters Score -95685.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -94505.273438 Penalty: 671.603271
	Iteration 0F: 3 clusters Score -94505.27 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -94958.132812 Penalty: 671.603271
	Iteration 1F: 3 clusters Score -94958.13 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -95238.179688 Penalty: 671.603271
	Iteration 2F: 3 clusters Score -95238.18 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -95512.218750 Penalty: 671.603271
	Iteration 3F: 3 clusters Score -95512.22 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -95646.875000 Penalty: 671.603271
	Iteration 4F: 3 clusters Score -95646.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -95711.101562 Penalty: 671.603271
	Iteration 5F: 3 clusters Score -95711.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -95753.992188 Penalty: 671.603271
	Iteration 6Q: 3 clusters Score -95753.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -95786.468750 Penalty: 671.603271
	Iteration 7Q: 3 clusters Score -95786.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -95812.929688 Penalty: 671.603271
	Iteration 8Q: 3 clusters Score -95812.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -95827.726562 Penalty: 671.603271
	Iteration 9Q: 3 clusters Score -95827.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -95841.132812 Penalty: 671.603271
	Iteration 10Q: 3 clusters Score -95841.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -95846.851562 Penalty: 671.603271
	Iteration 11Q: 3 clusters Score -95846.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -95852.109375 Penalty: 671.603271
	Iteration 12Q: 3 clusters Score -95852.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -95857.078125 Penalty: 671.603271
	Iteration 13Q: 3 clusters Score -95857.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -95858.726562 Penalty: 671.603271
	Iteration 14Q: 3 clusters Score -95858.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -95860.007812 Penalty: 671.603271
	Iteration 15Q: 3 clusters Score -95860.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -95860.007812 Penalty: 671.603271
	Iteration 16F: 3 clusters Score -95860.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 229 members 
Mstep: Class 24 contains 1163 members 
Entering Unmasked Estep 
Score: -23056204.000000 Penalty: 14109.168945
Splitting cluster 17 changes total score from -23054628.000000 to -23056204.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -429764.875000 Penalty: 402.789734
	Iteration 0F: 2 clusters Score -429764.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -425115.812500 Penalty: 805.579468
	Iteration 0F: 3 clusters Score -425115.8 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -427040.875000 Penalty: 805.579468
	Iteration 1F: 3 clusters Score -427040.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -427255.218750 Penalty: 805.579468
	Iteration 2F: 3 clusters Score -427255.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -427511.625000 Penalty: 805.579468
	Iteration 3F: 3 clusters Score -427511.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -427803.437500 Penalty: 805.579468
	Iteration 4F: 3 clusters Score -427803.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -428185.593750 Penalty: 805.579468
	Iteration 5F: 3 clusters Score -428185.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -428534.656250 Penalty: 805.579468
	Iteration 6F: 3 clusters Score -428534.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -428816.250000 Penalty: 805.579468
	Iteration 7F: 3 clusters Score -428816.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -428973.625000 Penalty: 805.579468
	Iteration 8Q: 3 clusters Score -428973.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -429046.937500 Penalty: 805.579468
	Iteration 9Q: 3 clusters Score -429046.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -429080.218750 Penalty: 805.579468
	Iteration 10Q: 3 clusters Score -429080.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -429099.781250 Penalty: 805.579468
	Iteration 11Q: 3 clusters Score -429099.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -429108.437500 Penalty: 805.579468
	Iteration 12Q: 3 clusters Score -429108.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -429113.750000 Penalty: 805.579468
	Iteration 13Q: 3 clusters Score -429113.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -429120.250000 Penalty: 805.579468
	Iteration 14Q: 3 clusters Score -429120.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -429124.812500 Penalty: 805.579468
	Iteration 15Q: 3 clusters Score -429124.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -429127.250000 Penalty: 805.579468
	Iteration 16Q: 3 clusters Score -429127.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -429128.031250 Penalty: 805.579468
	Iteration 17Q: 3 clusters Score -429128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -429130.312500 Penalty: 805.579468
	Iteration 18Q: 3 clusters Score -429130.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -429132.312500 Penalty: 805.579468
	Iteration 19Q: 3 clusters Score -429132.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -429133.593750 Penalty: 805.579468
	Iteration 20F: 3 clusters Score -429133.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -429134.656250 Penalty: 805.579468
	Iteration 21Q: 3 clusters Score -429134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -429134.843750 Penalty: 805.579468
	Iteration 22Q: 3 clusters Score -429134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -429137.218750 Penalty: 805.579468
	Iteration 23Q: 3 clusters Score -429137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -429136.968750 Penalty: 805.579468
	Iteration 24Q: 3 clusters Score -429137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -429137.187500 Penalty: 805.579468
	Iteration 25Q: 3 clusters Score -429137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -429138.281250 Penalty: 805.579468
	Iteration 26Q: 3 clusters Score -429138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -429138.750000 Penalty: 805.579468
	Iteration 27Q: 3 clusters Score -429138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -429140.250000 Penalty: 805.579468
	Iteration 28Q: 3 clusters Score -429140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -429139.968750 Penalty: 805.579468
	Iteration 29Q: 3 clusters Score -429140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -429140.343750 Penalty: 805.579468
	Iteration 30Q: 3 clusters Score -429140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -429141.250000 Penalty: 805.579468
	Iteration 31Q: 3 clusters Score -429141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -429143.281250 Penalty: 805.579468
	Iteration 32Q: 3 clusters Score -429143.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -429143.812500 Penalty: 805.579468
	Iteration 33Q: 3 clusters Score -429143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -429143.875000 Penalty: 805.579468
	Iteration 34Q: 3 clusters Score -429143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -429144.187500 Penalty: 805.579468
	Iteration 35Q: 3 clusters Score -429144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -429143.375000 Penalty: 805.579468
	Iteration 36Q: 3 clusters Score -429143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -429143.375000 Penalty: 805.579468
	Iteration 37F: 3 clusters Score -429143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Entering Unmasked Estep 
Score: -966379.625000 Penalty: 442.662048
	Iteration 0F: 2 clusters Score -966379.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -955107.562500 Penalty: 885.324097
	Iteration 0F: 3 clusters Score -955107.6 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -959936.937500 Penalty: 885.324097
	Iteration 1F: 3 clusters Score -959936.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -960493.625000 Penalty: 885.324097
	Iteration 2F: 3 clusters Score -960493.6 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -961164.312500 Penalty: 885.324097
	Iteration 3F: 3 clusters Score -961164.3 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -961905.312500 Penalty: 885.324097
	Iteration 4F: 3 clusters Score -961905.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -962627.062500 Penalty: 885.324097
	Iteration 5F: 3 clusters Score -962627.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -963133.875000 Penalty: 885.324097
	Iteration 6F: 3 clusters Score -963133.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -963420.500000 Penalty: 885.324097
	Iteration 7Q: 3 clusters Score -963420.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -963576.062500 Penalty: 885.324097
	Iteration 8Q: 3 clusters Score -963576.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -963675.937500 Penalty: 885.324097
	Iteration 9Q: 3 clusters Score -963675.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -963749.500000 Penalty: 885.324097
	Iteration 10Q: 3 clusters Score -963749.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -963809.937500 Penalty: 885.324097
	Iteration 11Q: 3 clusters Score -963809.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -963867.187500 Penalty: 885.324097
	Iteration 12Q: 3 clusters Score -963867.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -963921.187500 Penalty: 885.324097
	Iteration 13Q: 3 clusters Score -963921.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -963965.312500 Penalty: 885.324097
	Iteration 14Q: 3 clusters Score -963965.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -964035.000000 Penalty: 885.324097
	Iteration 15Q: 3 clusters Score -964035 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -964106.312500 Penalty: 885.324097
	Iteration 16Q: 3 clusters Score -964106.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -964184.500000 Penalty: 885.324097
	Iteration 17Q: 3 clusters Score -964184.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -964271.250000 Penalty: 885.324097
	Iteration 18Q: 3 clusters Score -964271.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -964374.062500 Penalty: 885.324097
	Iteration 19Q: 3 clusters Score -964374.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -964466.750000 Penalty: 885.324097
	Iteration 20F: 3 clusters Score -964466.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -964546.500000 Penalty: 885.324097
	Iteration 21Q: 3 clusters Score -964546.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -964634.687500 Penalty: 885.324097
	Iteration 22Q: 3 clusters Score -964634.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -964731.000000 Penalty: 885.324097
	Iteration 23Q: 3 clusters Score -964731 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -964823.500000 Penalty: 885.324097
	Iteration 24Q: 3 clusters Score -964823.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -964923.625000 Penalty: 885.324097
	Iteration 25Q: 3 clusters Score -964923.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -965016.750000 Penalty: 885.324097
	Iteration 26Q: 3 clusters Score -965016.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -965117.125000 Penalty: 885.324097
	Iteration 27Q: 3 clusters Score -965117.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -965216.750000 Penalty: 885.324097
	Iteration 28Q: 3 clusters Score -965216.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -965316.250000 Penalty: 885.324097
	Iteration 29Q: 3 clusters Score -965316.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -965416.375000 Penalty: 885.324097
	Iteration 30Q: 3 clusters Score -965416.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -965520.062500 Penalty: 885.324097
	Iteration 31Q: 3 clusters Score -965520.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -965606.000000 Penalty: 885.324097
	Iteration 32Q: 3 clusters Score -965606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -965679.375000 Penalty: 885.324097
	Iteration 33Q: 3 clusters Score -965679.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -965750.625000 Penalty: 885.324097
	Iteration 34Q: 3 clusters Score -965750.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -965805.812500 Penalty: 885.324097
	Iteration 35Q: 3 clusters Score -965805.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -965857.875000 Penalty: 885.324097
	Iteration 36Q: 3 clusters Score -965857.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -965896.375000 Penalty: 885.324097
	Iteration 37Q: 3 clusters Score -965896.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -965934.187500 Penalty: 885.324097
	Iteration 38Q: 3 clusters Score -965934.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -965969.187500 Penalty: 885.324097
	Iteration 39Q: 3 clusters Score -965969.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -965999.437500 Penalty: 885.324097
	Iteration 40F: 3 clusters Score -965999.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -966019.437500 Penalty: 885.324097
	Iteration 41Q: 3 clusters Score -966019.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -966034.125000 Penalty: 885.324097
	Iteration 42Q: 3 clusters Score -966034.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -966044.562500 Penalty: 885.324097
	Iteration 43Q: 3 clusters Score -966044.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -966049.312500 Penalty: 885.324097
	Iteration 44Q: 3 clusters Score -966049.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -966056.937500 Penalty: 885.324097
	Iteration 45Q: 3 clusters Score -966056.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -966064.750000 Penalty: 885.324097
	Iteration 46Q: 3 clusters Score -966064.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -966067.687500 Penalty: 885.324097
	Iteration 47Q: 3 clusters Score -966067.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -966072.687500 Penalty: 885.324097
	Iteration 48Q: 3 clusters Score -966072.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -966080.937500 Penalty: 885.324097
	Iteration 49Q: 3 clusters Score -966080.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -966085.500000 Penalty: 885.324097
	Iteration 50Q: 3 clusters Score -966085.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -966086.437500 Penalty: 885.324097
	Iteration 51Q: 3 clusters Score -966086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -966090.375000 Penalty: 885.324097
	Iteration 52Q: 3 clusters Score -966090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -966095.500000 Penalty: 885.324097
	Iteration 53Q: 3 clusters Score -966095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -966096.062500 Penalty: 885.324097
	Iteration 54Q: 3 clusters Score -966096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -966098.687500 Penalty: 885.324097
	Iteration 55Q: 3 clusters Score -966098.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -966099.375000 Penalty: 885.324097
	Iteration 56Q: 3 clusters Score -966099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -966101.687500 Penalty: 885.324097
	Iteration 57Q: 3 clusters Score -966101.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -966106.375000 Penalty: 885.324097
	Iteration 58Q: 3 clusters Score -966106.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -966108.062500 Penalty: 885.324097
	Iteration 59Q: 3 clusters Score -966108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -966111.187500 Penalty: 885.324097
	Iteration 60F: 3 clusters Score -966111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -966112.500000 Penalty: 885.324097
	Iteration 61Q: 3 clusters Score -966112.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -966117.250000 Penalty: 885.324097
	Iteration 62Q: 3 clusters Score -966117.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -966119.812500 Penalty: 885.324097
	Iteration 63Q: 3 clusters Score -966119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -966122.500000 Penalty: 885.324097
	Iteration 64Q: 3 clusters Score -966122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -966126.500000 Penalty: 885.324097
	Iteration 65Q: 3 clusters Score -966126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -966130.125000 Penalty: 885.324097
	Iteration 66Q: 3 clusters Score -966130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -966132.000000 Penalty: 885.324097
	Iteration 67Q: 3 clusters Score -966132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -966135.812500 Penalty: 885.324097
	Iteration 68Q: 3 clusters Score -966135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -966138.562500 Penalty: 885.324097
	Iteration 69Q: 3 clusters Score -966138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -966138.437500 Penalty: 885.324097
	Iteration 70Q: 3 clusters Score -966138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -966138.875000 Penalty: 885.324097
	Iteration 71Q: 3 clusters Score -966138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -966139.937500 Penalty: 885.324097
	Iteration 72Q: 3 clusters Score -966139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -966139.687500 Penalty: 885.324097
	Iteration 73Q: 3 clusters Score -966139.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -966139.500000 Penalty: 885.324097
	Iteration 74Q: 3 clusters Score -966139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -966140.500000 Penalty: 885.324097
	Iteration 75Q: 3 clusters Score -966140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -966140.625000 Penalty: 885.324097
	Iteration 76Q: 3 clusters Score -966140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -966140.625000 Penalty: 885.324097
	Iteration 77F: 3 clusters Score -966140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 65 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 190725 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056394.000000 Penalty: 14109.168945
Iteration 79Q: 25 clusters Score -2.305639e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127208 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 66 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 190641 members 
Mstep: Class 11 contains 1086 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 42436 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 227 members 
Mstep: Class 24 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056644.000000 Penalty: 14109.168945
Iteration 80F: 25 clusters Score -2.305664e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127066 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 190588 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 1424 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 42279 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 4165 members 
Mstep: Class 21 contains 1920 members 
Mstep: Class 22 contains 781 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056826.000000 Penalty: 14109.168945
Iteration 81Q: 25 clusters Score -2.305683e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127015 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 610 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 705 members 
Mstep: Class 9 contains 3087 members 
Mstep: Class 10 contains 190480 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 14 contains 42176 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 6991 members 
Mstep: Class 19 contains 16815 members 
Mstep: Class 20 contains 4299 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 791 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056916.000000 Penalty: 14109.168945
Iteration 82Q: 25 clusters Score -2.305692e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 3092 members 
Mstep: Class 10 contains 190354 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 14 contains 42102 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 4420 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 799 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056984.000000 Penalty: 14109.168945
Iteration 83Q: 25 clusters Score -2.305698e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 190216 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 1579 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 1914 members 
Mstep: Class 22 contains 805 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057034.000000 Penalty: 14109.168945
Iteration 84Q: 25 clusters Score -2.305703e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 126966 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 3117 members 
Mstep: Class 10 contains 190112 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 12 contains 1423 members 
Mstep: Class 13 contains 1578 members 
Mstep: Class 14 contains 42027 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 6986 members 
Mstep: Class 19 contains 16802 members 
Mstep: Class 20 contains 4597 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 807 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057054.000000 Penalty: 14109.168945
Iteration 85Q: 25 clusters Score -2.305705e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 189988 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41997 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 425 members 
Mstep: Class 18 contains 6980 members 
Mstep: Class 19 contains 16804 members 
Mstep: Class 20 contains 4683 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 810 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057054.000000 Penalty: 14109.168945
Iteration 86Q: 25 clusters Score -2.305705e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 126965 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 10 contains 189868 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1430 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41965 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 16817 members 
Mstep: Class 20 contains 4756 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057104.000000 Penalty: 14109.168945
Iteration 87Q: 25 clusters Score -2.30571e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 189745 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 18 contains 6955 members 
Mstep: Class 19 contains 16825 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057076.000000 Penalty: 14109.168945
Iteration 88Q: 25 clusters Score -2.305708e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127021 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 3158 members 
Mstep: Class 10 contains 189616 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41922 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 6938 members 
Mstep: Class 19 contains 16841 members 
Mstep: Class 20 contains 4878 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057082.000000 Penalty: 14109.168945
Iteration 89Q: 25 clusters Score -2.305708e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 189491 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41921 members 
Mstep: Class 15 contains 3314 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 6933 members 
Mstep: Class 19 contains 16858 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057074.000000 Penalty: 14109.168945
Iteration 90Q: 25 clusters Score -2.305707e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 3168 members 
Mstep: Class 10 contains 189367 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41912 members 
Mstep: Class 15 contains 3325 members 
Mstep: Class 16 contains 239 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 16869 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057018.000000 Penalty: 14109.168945
Iteration 91Q: 25 clusters Score -2.305702e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 3171 members 
Mstep: Class 10 contains 189252 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41908 members 
Mstep: Class 15 contains 3339 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 6916 members 
Mstep: Class 19 contains 16880 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057062.000000 Penalty: 14109.168945
Iteration 92Q: 25 clusters Score -2.305706e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 189143 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41911 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 6892 members 
Mstep: Class 19 contains 16880 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057108.000000 Penalty: 14109.168945
Iteration 93Q: 25 clusters Score -2.305711e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127169 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 120 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 189037 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41912 members 
Mstep: Class 15 contains 3370 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 16877 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057062.000000 Penalty: 14109.168945
Iteration 94Q: 25 clusters Score -2.305706e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 121 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 188929 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41902 members 
Mstep: Class 15 contains 3383 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 6837 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 5212 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057056.000000 Penalty: 14109.168945
Iteration 95Q: 25 clusters Score -2.305706e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 188850 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41883 members 
Mstep: Class 15 contains 3387 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 16894 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057062.000000 Penalty: 14109.168945
Iteration 96Q: 25 clusters Score -2.305706e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127269 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 3206 members 
Mstep: Class 10 contains 188749 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41867 members 
Mstep: Class 15 contains 3399 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 16903 members 
Mstep: Class 20 contains 5329 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057028.000000 Penalty: 14109.168945
Iteration 97Q: 25 clusters Score -2.305703e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 188630 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41857 members 
Mstep: Class 15 contains 3412 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 425 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 5380 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057066.000000 Penalty: 14109.168945
Iteration 98Q: 25 clusters Score -2.305707e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127371 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 188508 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41854 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 426 members 
Mstep: Class 18 contains 6726 members 
Mstep: Class 19 contains 16929 members 
Mstep: Class 20 contains 5427 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057076.000000 Penalty: 14109.168945
Iteration 99Q: 25 clusters Score -2.305708e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 3208 members 
Mstep: Class 10 contains 188385 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41857 members 
Mstep: Class 15 contains 3434 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 18 contains 6700 members 
Mstep: Class 19 contains 16935 members 
Mstep: Class 20 contains 5462 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057086.000000 Penalty: 14109.168945
Iteration 100F: 25 clusters Score -2.305709e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 127525 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 52 members 
Mstep: Class 6 contains 244 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 188258 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41868 members 
Mstep: Class 15 contains 3439 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 18 contains 6676 members 
Mstep: Class 19 contains 16937 members 
Mstep: Class 20 contains 5494 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057120.000000 Penalty: 14109.168945
Iteration 101Q: 25 clusters Score -2.305712e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 127598 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 53 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 188141 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41877 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 18 contains 6646 members 
Mstep: Class 19 contains 16945 members 
Mstep: Class 20 contains 5525 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057108.000000 Penalty: 14109.168945
Iteration 102Q: 25 clusters Score -2.305711e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 188028 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41858 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 16947 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057064.000000 Penalty: 14109.168945
Iteration 103Q: 25 clusters Score -2.305706e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127714 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 187934 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41839 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6604 members 
Mstep: Class 19 contains 16951 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057092.000000 Penalty: 14109.168945
Iteration 104Q: 25 clusters Score -2.305709e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127755 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 252 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 187850 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41815 members 
Mstep: Class 15 contains 3451 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6587 members 
Mstep: Class 19 contains 16946 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057100.000000 Penalty: 14109.168945
Iteration 105Q: 25 clusters Score -2.30571e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127811 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 187776 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41801 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 6561 members 
Mstep: Class 19 contains 16938 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057098.000000 Penalty: 14109.168945
Iteration 106Q: 25 clusters Score -2.30571e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127845 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 187727 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41796 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 430 members 
Mstep: Class 18 contains 6539 members 
Mstep: Class 19 contains 16934 members 
Mstep: Class 20 contains 5756 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057158.000000 Penalty: 14109.168945
Iteration 107Q: 25 clusters Score -2.305716e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127872 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 187682 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41787 members 
Mstep: Class 15 contains 3448 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 6518 members 
Mstep: Class 19 contains 16934 members 
Mstep: Class 20 contains 5787 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057186.000000 Penalty: 14109.168945
Iteration 108Q: 25 clusters Score -2.305719e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127906 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 10 contains 187631 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41793 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 430 members 
Mstep: Class 18 contains 6497 members 
Mstep: Class 19 contains 16931 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057234.000000 Penalty: 14109.168945
Iteration 109Q: 25 clusters Score -2.305723e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127928 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 187584 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41804 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 430 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 16931 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057214.000000 Penalty: 14109.168945
Iteration 110Q: 25 clusters Score -2.305721e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 187543 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41823 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 16934 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057220.000000 Penalty: 14109.168945
Iteration 111Q: 25 clusters Score -2.305722e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 10 contains 187483 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 16933 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057284.000000 Penalty: 14109.168945
Iteration 112Q: 25 clusters Score -2.305728e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 187417 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41874 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 6418 members 
Mstep: Class 19 contains 16930 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057198.000000 Penalty: 14109.168945
Iteration 113Q: 25 clusters Score -2.30572e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 187365 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41898 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 18 contains 6400 members 
Mstep: Class 19 contains 16927 members 
Mstep: Class 20 contains 5875 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057200.000000 Penalty: 14109.168945
Iteration 114Q: 25 clusters Score -2.30572e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 187327 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 16919 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057242.000000 Penalty: 14109.168945
Iteration 115Q: 25 clusters Score -2.305724e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 187283 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41944 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 6367 members 
Mstep: Class 19 contains 16919 members 
Mstep: Class 20 contains 5894 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057238.000000 Penalty: 14109.168945
Iteration 116Q: 25 clusters Score -2.305724e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 187241 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41966 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6354 members 
Mstep: Class 19 contains 16921 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057248.000000 Penalty: 14109.168945
Iteration 117Q: 25 clusters Score -2.305725e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 187206 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41981 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 16928 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057278.000000 Penalty: 14109.168945
Iteration 118Q: 25 clusters Score -2.305728e+07 nChanged 138
Entering ConstructFrom: 
Score: -23057278.000000 Penalty: 14109.168945
Entering ConstructFrom: 
Trying to split cluster 1 (128060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Entering Unmasked Estep 
Score: -7668601.000000 Penalty: 535.091553
	Iteration 0F: 2 clusters Score -7668601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -7588989.000000 Penalty: 1070.183105
	Iteration 0F: 3 clusters Score -7588989 nChanged 63004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -7630016.500000 Penalty: 1070.183105
	Iteration 1F: 3 clusters Score -7630016 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -7634448.000000 Penalty: 1070.183105
	Iteration 2F: 3 clusters Score -7634448 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -7640983.500000 Penalty: 1070.183105
	Iteration 3F: 3 clusters Score -7640984 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -7648188.000000 Penalty: 1070.183105
	Iteration 4F: 3 clusters Score -7648188 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -7653023.000000 Penalty: 1070.183105
	Iteration 5F: 3 clusters Score -7653023 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -7655089.500000 Penalty: 1070.183105
	Iteration 6Q: 3 clusters Score -7655090 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -7656006.500000 Penalty: 1070.183105
	Iteration 7Q: 3 clusters Score -7656006 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -7656429.500000 Penalty: 1070.183105
	Iteration 8Q: 3 clusters Score -7656430 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -7656743.500000 Penalty: 1070.183105
	Iteration 9Q: 3 clusters Score -7656744 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -7656996.500000 Penalty: 1070.183105
	Iteration 10Q: 3 clusters Score -7656996 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -7657299.000000 Penalty: 1070.183105
	Iteration 11Q: 3 clusters Score -7657299 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -7657576.000000 Penalty: 1070.183105
	Iteration 12Q: 3 clusters Score -7657576 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -7657769.500000 Penalty: 1070.183105
	Iteration 13Q: 3 clusters Score -7657770 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -7658008.000000 Penalty: 1070.183105
	Iteration 14Q: 3 clusters Score -7658008 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -7658227.500000 Penalty: 1070.183105
	Iteration 15Q: 3 clusters Score -7658228 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -7658420.000000 Penalty: 1070.183105
	Iteration 16Q: 3 clusters Score -7658420 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -7658595.000000 Penalty: 1070.183105
	Iteration 17Q: 3 clusters Score -7658595 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -7658783.000000 Penalty: 1070.183105
	Iteration 18Q: 3 clusters Score -7658783 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -7659014.500000 Penalty: 1070.183105
	Iteration 19Q: 3 clusters Score -7659014 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -7659167.500000 Penalty: 1070.183105
	Iteration 20F: 3 clusters Score -7659168 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -7659376.000000 Penalty: 1070.183105
	Iteration 21Q: 3 clusters Score -7659376 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -7659563.000000 Penalty: 1070.183105
	Iteration 22Q: 3 clusters Score -7659563 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -7659684.000000 Penalty: 1070.183105
	Iteration 23Q: 3 clusters Score -7659684 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -7659768.500000 Penalty: 1070.183105
	Iteration 24Q: 3 clusters Score -7659768 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -7659938.500000 Penalty: 1070.183105
	Iteration 25Q: 3 clusters Score -7659938 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -7660070.500000 Penalty: 1070.183105
	Iteration 26Q: 3 clusters Score -7660070 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -7660210.500000 Penalty: 1070.183105
	Iteration 27Q: 3 clusters Score -7660210 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -7660305.500000 Penalty: 1070.183105
	Iteration 28Q: 3 clusters Score -7660306 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -7660348.000000 Penalty: 1070.183105
	Iteration 29Q: 3 clusters Score -7660348 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -7660470.000000 Penalty: 1070.183105
	Iteration 30Q: 3 clusters Score -7660470 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -7660528.000000 Penalty: 1070.183105
	Iteration 31Q: 3 clusters Score -7660528 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -7660653.500000 Penalty: 1070.183105
	Iteration 32Q: 3 clusters Score -7660654 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -7660757.000000 Penalty: 1070.183105
	Iteration 33Q: 3 clusters Score -7660757 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -7660827.500000 Penalty: 1070.183105
	Iteration 34Q: 3 clusters Score -7660828 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -7660902.500000 Penalty: 1070.183105
	Iteration 35Q: 3 clusters Score -7660902 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -7661014.500000 Penalty: 1070.183105
	Iteration 36Q: 3 clusters Score -7661014 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -7661103.000000 Penalty: 1070.183105
	Iteration 37Q: 3 clusters Score -7661103 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -7661209.500000 Penalty: 1070.183105
	Iteration 38Q: 3 clusters Score -7661210 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -7661339.500000 Penalty: 1070.183105
	Iteration 39Q: 3 clusters Score -7661340 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -7661432.000000 Penalty: 1070.183105
	Iteration 40F: 3 clusters Score -7661432 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -7661509.500000 Penalty: 1070.183105
	Iteration 41Q: 3 clusters Score -7661510 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -7661636.000000 Penalty: 1070.183105
	Iteration 42Q: 3 clusters Score -7661636 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -7661763.000000 Penalty: 1070.183105
	Iteration 43Q: 3 clusters Score -7661763 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -7661829.500000 Penalty: 1070.183105
	Iteration 44Q: 3 clusters Score -7661830 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -7661917.000000 Penalty: 1070.183105
	Iteration 45Q: 3 clusters Score -7661917 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -7661993.000000 Penalty: 1070.183105
	Iteration 46Q: 3 clusters Score -7661993 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -7662087.000000 Penalty: 1070.183105
	Iteration 47Q: 3 clusters Score -7662087 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -7662176.500000 Penalty: 1070.183105
	Iteration 48Q: 3 clusters Score -7662176 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -7662263.000000 Penalty: 1070.183105
	Iteration 49Q: 3 clusters Score -7662263 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -7662337.000000 Penalty: 1070.183105
	Iteration 50Q: 3 clusters Score -7662337 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -7662380.500000 Penalty: 1070.183105
	Iteration 51Q: 3 clusters Score -7662380 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -7662419.500000 Penalty: 1070.183105
	Iteration 52Q: 3 clusters Score -7662420 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -7662473.500000 Penalty: 1070.183105
	Iteration 53Q: 3 clusters Score -7662474 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -7662505.500000 Penalty: 1070.183105
	Iteration 54Q: 3 clusters Score -7662506 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -7662490.500000 Penalty: 1070.183105
	Iteration 55Q: 3 clusters Score -7662490 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -7662517.000000 Penalty: 1070.183105
	Iteration 56Q: 3 clusters Score -7662517 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -7662529.000000 Penalty: 1070.183105
	Iteration 57Q: 3 clusters Score -7662529 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -7662551.000000 Penalty: 1070.183105
	Iteration 58Q: 3 clusters Score -7662551 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -7662559.500000 Penalty: 1070.183105
	Iteration 59Q: 3 clusters Score -7662560 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -7662554.000000 Penalty: 1070.183105
	Iteration 60F: 3 clusters Score -7662554 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -7662545.500000 Penalty: 1070.183105
	Iteration 61Q: 3 clusters Score -7662546 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -7662555.500000 Penalty: 1070.183105
	Iteration 62Q: 3 clusters Score -7662556 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -7662533.000000 Penalty: 1070.183105
	Iteration 63Q: 3 clusters Score -7662533 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -7662566.500000 Penalty: 1070.183105
	Iteration 64Q: 3 clusters Score -7662566 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -7662563.500000 Penalty: 1070.183105
	Iteration 65Q: 3 clusters Score -7662564 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -7662602.500000 Penalty: 1070.183105
	Iteration 66Q: 3 clusters Score -7662602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -7662598.000000 Penalty: 1070.183105
	Iteration 67Q: 3 clusters Score -7662598 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -7662620.000000 Penalty: 1070.183105
	Iteration 68Q: 3 clusters Score -7662620 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -7662596.500000 Penalty: 1070.183105
	Iteration 69Q: 3 clusters Score -7662596 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -7662603.500000 Penalty: 1070.183105
	Iteration 70Q: 3 clusters Score -7662604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -7662582.000000 Penalty: 1070.183105
	Iteration 71Q: 3 clusters Score -7662582 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -7662567.500000 Penalty: 1070.183105
	Iteration 72Q: 3 clusters Score -7662568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -7662574.000000 Penalty: 1070.183105
	Iteration 73Q: 3 clusters Score -7662574 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -7662566.000000 Penalty: 1070.183105
	Iteration 74Q: 3 clusters Score -7662566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7662570 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -7662549.500000 Penalty: 1070.183105
	Iteration 76Q: 3 clusters Score -7662550 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -7662555.000000 Penalty: 1070.183105
	Iteration 77Q: 3 clusters Score -7662555 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -7662532.500000 Penalty: 1070.183105
	Iteration 78Q: 3 clusters Score -7662532 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -7662509.000000 Penalty: 1070.183105
	Iteration 79Q: 3 clusters Score -7662509 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -7662493.500000 Penalty: 1070.183105
	Iteration 80F: 3 clusters Score -7662494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7662490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7662492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -7662502.000000 Penalty: 1070.183105
	Iteration 83Q: 3 clusters Score -7662502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -7662499.500000 Penalty: 1070.183105
	Iteration 84Q: 3 clusters Score -7662500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -7662494.500000 Penalty: 1070.183105
	Iteration 85Q: 3 clusters Score -7662494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -7662496.500000 Penalty: 1070.183105
	Iteration 86Q: 3 clusters Score -7662496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -7662494.000000 Penalty: 1070.183105
	Iteration 87Q: 3 clusters Score -7662494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -7662482.000000 Penalty: 1070.183105
	Iteration 88Q: 3 clusters Score -7662482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -7662480.500000 Penalty: 1070.183105
	Iteration 89Q: 3 clusters Score -7662480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -7662477.500000 Penalty: 1070.183105
	Iteration 90Q: 3 clusters Score -7662478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -7662478.500000 Penalty: 1070.183105
	Iteration 91Q: 3 clusters Score -7662478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -7662478.000000 Penalty: 1070.183105
	Iteration 92Q: 3 clusters Score -7662478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71781 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -7662472.000000 Penalty: 1070.183105
	Iteration 93Q: 3 clusters Score -7662472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -7662481.500000 Penalty: 1070.183105
	Iteration 94Q: 3 clusters Score -7662482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -7662484.500000 Penalty: 1070.183105
	Iteration 95Q: 3 clusters Score -7662484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -7662484.000000 Penalty: 1070.183105
	Iteration 96Q: 3 clusters Score -7662484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -7662479.500000 Penalty: 1070.183105
	Iteration 97Q: 3 clusters Score -7662480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -7662478.000000 Penalty: 1070.183105
	Iteration 98Q: 3 clusters Score -7662478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -7662477.000000 Penalty: 1070.183105
	Iteration 99Q: 3 clusters Score -7662477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -7662477.000000 Penalty: 1070.183105
	Iteration 100F: 3 clusters Score -7662477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -22277.429688 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -22277.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21844.980469 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -21844.98 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21982.802734 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -21982.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22080.804688 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -22080.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22136.246094 Penalty: 548.133728
	Iteration 3F: 3 clusters Score -22136.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22192.896484 Penalty: 548.133728
	Iteration 4F: 3 clusters Score -22192.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22255.134766 Penalty: 548.133728
	Iteration 5F: 3 clusters Score -22255.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22289.943359 Penalty: 548.133728
	Iteration 6F: 3 clusters Score -22289.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22311.660156 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -22311.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22333.062500 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -22333.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22352.373047 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -22352.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22366.390625 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -22366.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22389.019531 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -22389.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22402.488281 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -22402.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22409.546875 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -22409.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22417.427734 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -22417.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22429.240234 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -22429.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22435.400391 Penalty: 548.133728
	Iteration 16Q: 3 clusters Score -22435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22436.763672 Penalty: 548.133728
	Iteration 17Q: 3 clusters Score -22436.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22436.763672 Penalty: 548.133728
	Iteration 18F: 3 clusters Score -22436.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 321 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 187176 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 16931 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 92 members 
Entering Unmasked Estep 
Score: -23057092.000000 Penalty: 14697.050781
Splitting cluster 2 changes total score from -23057278.000000 to -23057092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36111.500000 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -36111.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35566.312500 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -35566.31 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35722.027344 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -35722.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35794.828125 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -35794.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35857.039062 Penalty: 590.101807
	Iteration 3F: 3 clusters Score -35857.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35904.457031 Penalty: 590.101807
	Iteration 4F: 3 clusters Score -35904.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35951.601562 Penalty: 590.101807
	Iteration 5F: 3 clusters Score -35951.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35995.367188 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -35995.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36025.417969 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -36025.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36047.636719 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -36047.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36084.453125 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -36084.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36097.718750 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -36097.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36103.964844 Penalty: 590.101807
	Iteration 11Q: 3 clusters Score -36103.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36107.429688 Penalty: 590.101807
	Iteration 12Q: 3 clusters Score -36107.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36118.371094 Penalty: 590.101807
	Iteration 13Q: 3 clusters Score -36118.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36142.019531 Penalty: 590.101807
	Iteration 14Q: 3 clusters Score -36142.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36169.050781 Penalty: 590.101807
	Iteration 15Q: 3 clusters Score -36169.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36179.382812 Penalty: 590.101807
	Iteration 16Q: 3 clusters Score -36179.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36184.003906 Penalty: 590.101807
	Iteration 17Q: 3 clusters Score -36184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36190.125000 Penalty: 590.101807
	Iteration 18Q: 3 clusters Score -36190.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36198.437500 Penalty: 590.101807
	Iteration 19Q: 3 clusters Score -36198.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36206.851562 Penalty: 590.101807
	Iteration 20F: 3 clusters Score -36206.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36221.199219 Penalty: 590.101807
	Iteration 21Q: 3 clusters Score -36221.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36232.277344 Penalty: 590.101807
	Iteration 22Q: 3 clusters Score -36232.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36240.359375 Penalty: 590.101807
	Iteration 23Q: 3 clusters Score -36240.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36259.332031 Penalty: 590.101807
	Iteration 24Q: 3 clusters Score -36259.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36304.171875 Penalty: 590.101807
	Iteration 25Q: 3 clusters Score -36304.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36355.550781 Penalty: 590.101807
	Iteration 26Q: 3 clusters Score -36355.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36389.871094 Penalty: 590.101807
	Iteration 27Q: 3 clusters Score -36389.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36398.101562 Penalty: 590.101807
	Iteration 28Q: 3 clusters Score -36398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36402.406250 Penalty: 590.101807
	Iteration 29Q: 3 clusters Score -36402.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36404.609375 Penalty: 590.101807
	Iteration 30Q: 3 clusters Score -36404.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36405.152344 Penalty: 590.101807
	Iteration 31Q: 3 clusters Score -36405.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36405.710938 Penalty: 590.101807
	Iteration 32Q: 3 clusters Score -36405.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36408.093750 Penalty: 590.101807
	Iteration 33Q: 3 clusters Score -36408.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36411.195312 Penalty: 590.101807
	Iteration 34Q: 3 clusters Score -36411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -36414.035156 Penalty: 590.101807
	Iteration 35Q: 3 clusters Score -36414.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36423.976562 Penalty: 590.101807
	Iteration 36Q: 3 clusters Score -36423.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36441.742188 Penalty: 590.101807
	Iteration 37Q: 3 clusters Score -36441.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36446.210938 Penalty: 590.101807
	Iteration 38Q: 3 clusters Score -36446.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -36449.035156 Penalty: 590.101807
	Iteration 39Q: 3 clusters Score -36449.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36460.058594 Penalty: 590.101807
	Iteration 40F: 3 clusters Score -36460.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36475.800781 Penalty: 590.101807
	Iteration 41Q: 3 clusters Score -36475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36482.566406 Penalty: 590.101807
	Iteration 42Q: 3 clusters Score -36482.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -36483.253906 Penalty: 590.101807
	Iteration 43Q: 3 clusters Score -36483.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36483.875000 Penalty: 590.101807
	Iteration 44Q: 3 clusters Score -36483.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36483.875000 Penalty: 590.101807
	Iteration 45F: 3 clusters Score -36483.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 187176 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 16931 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 436 members 
Entering Unmasked Estep 
Score: -23057322.000000 Penalty: 14697.050781
Splitting cluster 3 changes total score from -23057278.000000 to -23057322.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7138.352539 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7138.353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6911.682617 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6911.683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6976.243652 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -6976.244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7011.685059 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7011.685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7039.073242 Penalty: 453.508209
	Iteration 3F: 3 clusters Score -7039.073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7059.932129 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7059.932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7068.372559 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7068.373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7068.372559 Penalty: 453.508209
	Iteration 6F: 3 clusters Score -7068.373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -1858.662476 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -1858.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1726.585693 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1726.586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1756.965698 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1756.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1758.680542 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1758.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1763.627441 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -1763.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1763.627441 Penalty: 364.667328
	Iteration 4F: 3 clusters Score -1763.627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -11499.006836 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -11499.01 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 136 members 
Entering Unmasked Estep 
Score: -11253.990234 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -11253.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11494.824219 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -11494.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11611.352539 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -11611.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11647.753906 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -11647.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11647.753906 Penalty: 503.538452
	Iteration 4F: 3 clusters Score -11647.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 72 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 187176 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 16931 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 436 members 
Mstep: Class 26 contains 181 members 
Entering Unmasked Estep 
Score: -23057146.000000 Penalty: 15284.933594
Splitting cluster 6 changes total score from -23057278.000000 to -23057146.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5779.547363 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5779.547 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 71 members 
Entering Unmasked Estep 
Score: -5597.076660 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5597.077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5678.898438 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5678.898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5689.631348 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -5689.631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5699.387695 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5699.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5699.812500 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5699.812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5701.213379 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -5701.213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5701.213379 Penalty: 439.376556
	Iteration 6F: 3 clusters Score -5701.213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -46514.355469 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -46514.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -45787.265625 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -45787.27 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -46073.539062 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -46073.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46145.746094 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -46145.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46177.632812 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -46177.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -46197.597656 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -46197.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -46219.160156 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -46219.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46252.496094 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -46252.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -46273.839844 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -46273.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -46287.640625 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -46287.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -46302.914062 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -46302.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -46307.835938 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -46307.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -46310.996094 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -46311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -46317.898438 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -46317.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -46322.328125 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -46322.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -46326.410156 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -46326.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -46331.925781 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -46331.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -46334.835938 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -46334.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -46337.617188 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -46337.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -46338.945312 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -46338.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -46339.097656 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -46339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -46339.097656 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -46339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Entering Unmasked Estep 
Score: -172182.656250 Penalty: 367.959656
	Iteration 0F: 2 clusters Score -172182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -169936.671875 Penalty: 735.919312
	Iteration 0F: 3 clusters Score -169936.7 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -170873.484375 Penalty: 735.919312
	Iteration 1F: 3 clusters Score -170873.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -171168.187500 Penalty: 735.919312
	Iteration 2F: 3 clusters Score -171168.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -171398.796875 Penalty: 735.919312
	Iteration 3F: 3 clusters Score -171398.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -171572.625000 Penalty: 735.919312
	Iteration 4F: 3 clusters Score -171572.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -171695.546875 Penalty: 735.919312
	Iteration 5F: 3 clusters Score -171695.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -171790.937500 Penalty: 735.919312
	Iteration 6Q: 3 clusters Score -171790.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -171848.828125 Penalty: 735.919312
	Iteration 7Q: 3 clusters Score -171848.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -171891.390625 Penalty: 735.919312
	Iteration 8Q: 3 clusters Score -171891.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -171919.906250 Penalty: 735.919312
	Iteration 9Q: 3 clusters Score -171919.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -171938.812500 Penalty: 735.919312
	Iteration 10Q: 3 clusters Score -171938.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -171951.593750 Penalty: 735.919312
	Iteration 11Q: 3 clusters Score -171951.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -171958.640625 Penalty: 735.919312
	Iteration 12Q: 3 clusters Score -171958.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -171966.312500 Penalty: 735.919312
	Iteration 13Q: 3 clusters Score -171966.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -171971.593750 Penalty: 735.919312
	Iteration 14Q: 3 clusters Score -171971.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -171975.359375 Penalty: 735.919312
	Iteration 15Q: 3 clusters Score -171975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -171978.000000 Penalty: 735.919312
	Iteration 16Q: 3 clusters Score -171978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -171980.890625 Penalty: 735.919312
	Iteration 17Q: 3 clusters Score -171980.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -171985.296875 Penalty: 735.919312
	Iteration 18Q: 3 clusters Score -171985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -171988.359375 Penalty: 735.919312
	Iteration 19Q: 3 clusters Score -171988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -171993.406250 Penalty: 735.919312
	Iteration 20F: 3 clusters Score -171993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -172001.921875 Penalty: 735.919312
	Iteration 21Q: 3 clusters Score -172001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -172004.859375 Penalty: 735.919312
	Iteration 22Q: 3 clusters Score -172004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -172005.765625 Penalty: 735.919312
	Iteration 23Q: 3 clusters Score -172005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -172006.515625 Penalty: 735.919312
	Iteration 24Q: 3 clusters Score -172006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -172007.796875 Penalty: 735.919312
	Iteration 25Q: 3 clusters Score -172007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -172009.531250 Penalty: 735.919312
	Iteration 26Q: 3 clusters Score -172009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -172010.921875 Penalty: 735.919312
	Iteration 27Q: 3 clusters Score -172010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -172013.218750 Penalty: 735.919312
	Iteration 28Q: 3 clusters Score -172013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -172015.531250 Penalty: 735.919312
	Iteration 29Q: 3 clusters Score -172015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -172016.921875 Penalty: 735.919312
	Iteration 30Q: 3 clusters Score -172016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -172018.109375 Penalty: 735.919312
	Iteration 31Q: 3 clusters Score -172018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -172019.906250 Penalty: 735.919312
	Iteration 32Q: 3 clusters Score -172019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -172021.546875 Penalty: 735.919312
	Iteration 33Q: 3 clusters Score -172021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -172022.000000 Penalty: 735.919312
	Iteration 34Q: 3 clusters Score -172022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -172022.000000 Penalty: 735.919312
	Iteration 35F: 3 clusters Score -172022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (187176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187176 members 
Entering Unmasked Estep 
Score: -10925467.000000 Penalty: 552.361145
	Iteration 0F: 2 clusters Score -1.092547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -10808991.000000 Penalty: 1104.722290
	Iteration 0F: 3 clusters Score -1.080899e+07 nChanged 91981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -10875477.000000 Penalty: 1104.722290
	Iteration 1F: 3 clusters Score -1.087548e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 137365 members 
Entering Unmasked Estep 
Score: -10887585.000000 Penalty: 1104.722290
	Iteration 2F: 3 clusters Score -1.088758e+07 nChanged 16929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 153952 members 
Entering Unmasked Estep 
Score: -10901193.000000 Penalty: 1104.722290
	Iteration 3F: 3 clusters Score -1.090119e+07 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -10911656.000000 Penalty: 1104.722290
	Iteration 4F: 3 clusters Score -1.091166e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 177600 members 
Entering Unmasked Estep 
Score: -10918275.000000 Penalty: 1104.722290
	Iteration 5Q: 3 clusters Score -1.091828e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -10921822.000000 Penalty: 1104.722290
	Iteration 6Q: 3 clusters Score -1.092182e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 185016 members 
Entering Unmasked Estep 
Score: -10923525.000000 Penalty: 1104.722290
	Iteration 7Q: 3 clusters Score -1.092352e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 186134 members 
Entering Unmasked Estep 
Score: -10924346.000000 Penalty: 1104.722290
	Iteration 8Q: 3 clusters Score -1.092435e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 186596 members 
Entering Unmasked Estep 
Score: -10924648.000000 Penalty: 1104.722290
	Iteration 9Q: 3 clusters Score -1.092465e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 186765 members 
Entering Unmasked Estep 
Score: -10924810.000000 Penalty: 1104.722290
	Iteration 10Q: 3 clusters Score -1.092481e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 186831 members 
Entering Unmasked Estep 
Score: -10924858.000000 Penalty: 1104.722290
	Iteration 11Q: 3 clusters Score -1.092486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 186854 members 
Entering Unmasked Estep 
Score: -10924894.000000 Penalty: 1104.722290
	Iteration 12Q: 3 clusters Score -1.092489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 186869 members 
Entering Unmasked Estep 
Score: -10924937.000000 Penalty: 1104.722290
	Iteration 13Q: 3 clusters Score -1.092494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 186869 members 
Entering Unmasked Estep 
Score: -10924955.000000 Penalty: 1104.722290
	Iteration 14Q: 3 clusters Score -1.092496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 186867 members 
Entering Unmasked Estep 
Score: -10924974.000000 Penalty: 1104.722290
	Iteration 15Q: 3 clusters Score -1.092497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 186872 members 
Entering Unmasked Estep 
Score: -10924993.000000 Penalty: 1104.722290
	Iteration 16Q: 3 clusters Score -1.092499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 186876 members 
Entering Unmasked Estep 
Score: -10925013.000000 Penalty: 1104.722290
	Iteration 17Q: 3 clusters Score -1.092501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 186881 members 
Entering Unmasked Estep 
Score: -10925026.000000 Penalty: 1104.722290
	Iteration 18Q: 3 clusters Score -1.092503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 186883 members 
Entering Unmasked Estep 
Score: -10925040.000000 Penalty: 1104.722290
	Iteration 19Q: 3 clusters Score -1.092504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 186877 members 
Entering Unmasked Estep 
Score: -10925028.000000 Penalty: 1104.722290
	Iteration 20F: 3 clusters Score -1.092503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 186871 members 
Entering Unmasked Estep 
Score: -10925038.000000 Penalty: 1104.722290
	Iteration 21Q: 3 clusters Score -1.092504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 186864 members 
Entering Unmasked Estep 
Score: -10925039.000000 Penalty: 1104.722290
	Iteration 22Q: 3 clusters Score -1.092504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 186847 members 
Entering Unmasked Estep 
Score: -10925072.000000 Penalty: 1104.722290
	Iteration 23Q: 3 clusters Score -1.092507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 186833 members 
Entering Unmasked Estep 
Score: -10925071.000000 Penalty: 1104.722290
	Iteration 24Q: 3 clusters Score -1.092507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 186824 members 
Entering Unmasked Estep 
Score: -10925068.000000 Penalty: 1104.722290
	Iteration 25Q: 3 clusters Score -1.092507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 186813 members 
Entering Unmasked Estep 
Score: -10925084.000000 Penalty: 1104.722290
	Iteration 26Q: 3 clusters Score -1.092508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 186798 members 
Entering Unmasked Estep 
Score: -10925079.000000 Penalty: 1104.722290
	Iteration 27Q: 3 clusters Score -1.092508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 186791 members 
Entering Unmasked Estep 
Score: -10925081.000000 Penalty: 1104.722290
	Iteration 28Q: 3 clusters Score -1.092508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 186790 members 
Entering Unmasked Estep 
Score: -10925080.000000 Penalty: 1104.722290
	Iteration 29Q: 3 clusters Score -1.092508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 186788 members 
Entering Unmasked Estep 
Score: -10925085.000000 Penalty: 1104.722290
	Iteration 30Q: 3 clusters Score -1.092508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 186783 members 
Entering Unmasked Estep 
Score: -10925080.000000 Penalty: 1104.722290
	Iteration 31Q: 3 clusters Score -1.092508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 186781 members 
Entering Unmasked Estep 
Score: -10925099.000000 Penalty: 1104.722290
	Iteration 32Q: 3 clusters Score -1.09251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 186781 members 
Entering Unmasked Estep 
Score: -10925092.000000 Penalty: 1104.722290
	Iteration 33Q: 3 clusters Score -1.092509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 186783 members 
Entering Unmasked Estep 
Score: -10925112.000000 Penalty: 1104.722290
	Iteration 34Q: 3 clusters Score -1.092511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 186785 members 
Entering Unmasked Estep 
Score: -10925132.000000 Penalty: 1104.722290
	Iteration 35Q: 3 clusters Score -1.092513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 186789 members 
Entering Unmasked Estep 
Score: -10925139.000000 Penalty: 1104.722290
	Iteration 36Q: 3 clusters Score -1.092514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 186794 members 
Entering Unmasked Estep 
Score: -10925156.000000 Penalty: 1104.722290
	Iteration 37Q: 3 clusters Score -1.092516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186797 members 
Entering Unmasked Estep 
Score: -10925169.000000 Penalty: 1104.722290
	Iteration 38Q: 3 clusters Score -1.092517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186797 members 
Entering Unmasked Estep 
Score: -10925175.000000 Penalty: 1104.722290
	Iteration 39Q: 3 clusters Score -1.092518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186797 members 
Entering Unmasked Estep 
Score: -10925186.000000 Penalty: 1104.722290
	Iteration 40F: 3 clusters Score -1.092519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -10925195.000000 Penalty: 1104.722290
	Iteration 41Q: 3 clusters Score -1.09252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 186784 members 
Entering Unmasked Estep 
Score: -10925202.000000 Penalty: 1104.722290
	Iteration 42Q: 3 clusters Score -1.09252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 186774 members 
Entering Unmasked Estep 
Score: -10925206.000000 Penalty: 1104.722290
	Iteration 43Q: 3 clusters Score -1.092521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 186762 members 
Entering Unmasked Estep 
Score: -10925210.000000 Penalty: 1104.722290
	Iteration 44Q: 3 clusters Score -1.092521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 186746 members 
Entering Unmasked Estep 
Score: -10925218.000000 Penalty: 1104.722290
	Iteration 45Q: 3 clusters Score -1.092522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 186726 members 
Entering Unmasked Estep 
Score: -10925234.000000 Penalty: 1104.722290
	Iteration 46Q: 3 clusters Score -1.092523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -10925241.000000 Penalty: 1104.722290
	Iteration 47Q: 3 clusters Score -1.092524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 186706 members 
Entering Unmasked Estep 
Score: -10925231.000000 Penalty: 1104.722290
	Iteration 48Q: 3 clusters Score -1.092523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 186699 members 
Entering Unmasked Estep 
Score: -10925245.000000 Penalty: 1104.722290
	Iteration 49Q: 3 clusters Score -1.092524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 186698 members 
Entering Unmasked Estep 
Score: -10925250.000000 Penalty: 1104.722290
	Iteration 50Q: 3 clusters Score -1.092525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 186697 members 
Entering Unmasked Estep 
Score: -10925243.000000 Penalty: 1104.722290
	Iteration 51Q: 3 clusters Score -1.092524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -10925238.000000 Penalty: 1104.722290
	Iteration 52Q: 3 clusters Score -1.092524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 186693 members 
Entering Unmasked Estep 
Score: -10925240.000000 Penalty: 1104.722290
	Iteration 53Q: 3 clusters Score -1.092524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 186692 members 
Entering Unmasked Estep 
Score: -10925241.000000 Penalty: 1104.722290
	Iteration 54Q: 3 clusters Score -1.092524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 186691 members 
Entering Unmasked Estep 
Score: -10925239.000000 Penalty: 1104.722290
	Iteration 55Q: 3 clusters Score -1.092524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 186689 members 
Entering Unmasked Estep 
Score: -10925238.000000 Penalty: 1104.722290
	Iteration 56Q: 3 clusters Score -1.092524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 186686 members 
Entering Unmasked Estep 
Score: -10925242.000000 Penalty: 1104.722290
	Iteration 57Q: 3 clusters Score -1.092524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 186680 members 
Entering Unmasked Estep 
Score: -10925252.000000 Penalty: 1104.722290
	Iteration 58Q: 3 clusters Score -1.092525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 186676 members 
Entering Unmasked Estep 
Score: -10925268.000000 Penalty: 1104.722290
	Iteration 59Q: 3 clusters Score -1.092527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 186673 members 
Entering Unmasked Estep 
Score: -10925253.000000 Penalty: 1104.722290
	Iteration 60F: 3 clusters Score -1.092525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -10925255.000000 Penalty: 1104.722290
	Iteration 61Q: 3 clusters Score -1.092526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 186664 members 
Entering Unmasked Estep 
Score: -10925239.000000 Penalty: 1104.722290
	Iteration 62Q: 3 clusters Score -1.092524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 186659 members 
Entering Unmasked Estep 
Score: -10925241.000000 Penalty: 1104.722290
	Iteration 63Q: 3 clusters Score -1.092524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 186651 members 
Entering Unmasked Estep 
Score: -10925265.000000 Penalty: 1104.722290
	Iteration 64Q: 3 clusters Score -1.092526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 186640 members 
Entering Unmasked Estep 
Score: -10925265.000000 Penalty: 1104.722290
	Iteration 65Q: 3 clusters Score -1.092526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 186633 members 
Entering Unmasked Estep 
Score: -10925256.000000 Penalty: 1104.722290
	Iteration 66Q: 3 clusters Score -1.092526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 186627 members 
Entering Unmasked Estep 
Score: -10925265.000000 Penalty: 1104.722290
	Iteration 67Q: 3 clusters Score -1.092526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 186622 members 
Entering Unmasked Estep 
Score: -10925264.000000 Penalty: 1104.722290
	Iteration 68Q: 3 clusters Score -1.092526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 186611 members 
Entering Unmasked Estep 
Score: -10925266.000000 Penalty: 1104.722290
	Iteration 69Q: 3 clusters Score -1.092527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 186598 members 
Entering Unmasked Estep 
Score: -10925249.000000 Penalty: 1104.722290
	Iteration 70Q: 3 clusters Score -1.092525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 186589 members 
Entering Unmasked Estep 
Score: -10925251.000000 Penalty: 1104.722290
	Iteration 71Q: 3 clusters Score -1.092525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -10925245.000000 Penalty: 1104.722290
	Iteration 72Q: 3 clusters Score -1.092524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 186581 members 
Entering Unmasked Estep 
Score: -10925248.000000 Penalty: 1104.722290
	Iteration 73Q: 3 clusters Score -1.092525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 186578 members 
Entering Unmasked Estep 
Score: -10925234.000000 Penalty: 1104.722290
	Iteration 74Q: 3 clusters Score -1.092523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 186574 members 
Entering Unmasked Estep 
Score: -10925254.000000 Penalty: 1104.722290
	Iteration 75Q: 3 clusters Score -1.092525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 186572 members 
Entering Unmasked Estep 
Score: -10925250.000000 Penalty: 1104.722290
	Iteration 76Q: 3 clusters Score -1.092525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 186566 members 
Entering Unmasked Estep 
Score: -10925238.000000 Penalty: 1104.722290
	Iteration 77Q: 3 clusters Score -1.092524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 186563 members 
Entering Unmasked Estep 
Score: -10925231.000000 Penalty: 1104.722290
	Iteration 78Q: 3 clusters Score -1.092523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 186559 members 
Entering Unmasked Estep 
Score: -10925234.000000 Penalty: 1104.722290
	Iteration 79Q: 3 clusters Score -1.092523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 186555 members 
Entering Unmasked Estep 
Score: -10925232.000000 Penalty: 1104.722290
	Iteration 80F: 3 clusters Score -1.092523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 186553 members 
Entering Unmasked Estep 
Score: -10925220.000000 Penalty: 1104.722290
	Iteration 81Q: 3 clusters Score -1.092522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 186550 members 
Entering Unmasked Estep 
Score: -10925228.000000 Penalty: 1104.722290
	Iteration 82Q: 3 clusters Score -1.092523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 186543 members 
Entering Unmasked Estep 
Score: -10925213.000000 Penalty: 1104.722290
	Iteration 83Q: 3 clusters Score -1.092521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 186539 members 
Entering Unmasked Estep 
Score: -10925235.000000 Penalty: 1104.722290
	Iteration 84Q: 3 clusters Score -1.092524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 186539 members 
Entering Unmasked Estep 
Score: -10925231.000000 Penalty: 1104.722290
	Iteration 85Q: 3 clusters Score -1.092523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 186535 members 
Entering Unmasked Estep 
Score: -10925228.000000 Penalty: 1104.722290
	Iteration 86Q: 3 clusters Score -1.092523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -10925225.000000 Penalty: 1104.722290
	Iteration 87Q: 3 clusters Score -1.092522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 186528 members 
Entering Unmasked Estep 
Score: -10925238.000000 Penalty: 1104.722290
	Iteration 88Q: 3 clusters Score -1.092524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 186524 members 
Entering Unmasked Estep 
Score: -10925233.000000 Penalty: 1104.722290
	Iteration 89Q: 3 clusters Score -1.092523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 186524 members 
Entering Unmasked Estep 
Score: -10925233.000000 Penalty: 1104.722290
	Iteration 90F: 3 clusters Score -1.092523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -58883.941406 Penalty: 316.782074
	Iteration 0F: 2 clusters Score -58883.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58054.050781 Penalty: 633.564148
	Iteration 0F: 3 clusters Score -58054.05 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -58274.828125 Penalty: 633.564148
	Iteration 1F: 3 clusters Score -58274.83 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -58313.109375 Penalty: 633.564148
	Iteration 2F: 3 clusters Score -58313.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -58348.656250 Penalty: 633.564148
	Iteration 3Q: 3 clusters Score -58348.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -58390.757812 Penalty: 633.564148
	Iteration 4Q: 3 clusters Score -58390.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -58437.394531 Penalty: 633.564148
	Iteration 5F: 3 clusters Score -58437.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -58472.343750 Penalty: 633.564148
	Iteration 6Q: 3 clusters Score -58472.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -58514.285156 Penalty: 633.564148
	Iteration 7Q: 3 clusters Score -58514.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -58554.859375 Penalty: 633.564148
	Iteration 8Q: 3 clusters Score -58554.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -58593.875000 Penalty: 633.564148
	Iteration 9Q: 3 clusters Score -58593.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -58633.812500 Penalty: 633.564148
	Iteration 10Q: 3 clusters Score -58633.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -58658.480469 Penalty: 633.564148
	Iteration 11Q: 3 clusters Score -58658.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -58668.371094 Penalty: 633.564148
	Iteration 12Q: 3 clusters Score -58668.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -58676.054688 Penalty: 633.564148
	Iteration 13Q: 3 clusters Score -58676.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58679.421875 Penalty: 633.564148
	Iteration 14Q: 3 clusters Score -58679.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -58680.312500 Penalty: 633.564148
	Iteration 15Q: 3 clusters Score -58680.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -58680.710938 Penalty: 633.564148
	Iteration 16Q: 3 clusters Score -58680.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -58681.105469 Penalty: 633.564148
	Iteration 17Q: 3 clusters Score -58681.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -58681.980469 Penalty: 633.564148
	Iteration 18Q: 3 clusters Score -58681.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -58683.375000 Penalty: 633.564148
	Iteration 19Q: 3 clusters Score -58683.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -58683.835938 Penalty: 633.564148
	Iteration 20F: 3 clusters Score -58683.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -58684.343750 Penalty: 633.564148
	Iteration 21Q: 3 clusters Score -58684.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -58685.496094 Penalty: 633.564148
	Iteration 22Q: 3 clusters Score -58685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -58686.687500 Penalty: 633.564148
	Iteration 23Q: 3 clusters Score -58686.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -58688.066406 Penalty: 633.564148
	Iteration 24Q: 3 clusters Score -58688.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -58690.542969 Penalty: 633.564148
	Iteration 25Q: 3 clusters Score -58690.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -58694.531250 Penalty: 633.564148
	Iteration 26Q: 3 clusters Score -58694.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -58701.605469 Penalty: 633.564148
	Iteration 27Q: 3 clusters Score -58701.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -58709.191406 Penalty: 633.564148
	Iteration 28Q: 3 clusters Score -58709.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -58715.144531 Penalty: 633.564148
	Iteration 29Q: 3 clusters Score -58715.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -58719.011719 Penalty: 633.564148
	Iteration 30Q: 3 clusters Score -58719.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -58721.019531 Penalty: 633.564148
	Iteration 31Q: 3 clusters Score -58721.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -58721.468750 Penalty: 633.564148
	Iteration 32Q: 3 clusters Score -58721.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -58721.867188 Penalty: 633.564148
	Iteration 33Q: 3 clusters Score -58721.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -58722.558594 Penalty: 633.564148
	Iteration 34Q: 3 clusters Score -58722.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -58722.816406 Penalty: 633.564148
	Iteration 35Q: 3 clusters Score -58722.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -58722.968750 Penalty: 633.564148
	Iteration 36Q: 3 clusters Score -58722.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -58726.117188 Penalty: 633.564148
	Iteration 37Q: 3 clusters Score -58726.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -58734.812500 Penalty: 633.564148
	Iteration 38Q: 3 clusters Score -58734.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -58736.656250 Penalty: 633.564148
	Iteration 39Q: 3 clusters Score -58736.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -58737.996094 Penalty: 633.564148
	Iteration 40F: 3 clusters Score -58738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -58740.664062 Penalty: 633.564148
	Iteration 41Q: 3 clusters Score -58740.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -58742.226562 Penalty: 633.564148
	Iteration 42Q: 3 clusters Score -58742.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -58743.519531 Penalty: 633.564148
	Iteration 43Q: 3 clusters Score -58743.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -58744.980469 Penalty: 633.564148
	Iteration 44Q: 3 clusters Score -58744.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -58746.695312 Penalty: 633.564148
	Iteration 45Q: 3 clusters Score -58746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -58748.929688 Penalty: 633.564148
	Iteration 46Q: 3 clusters Score -58748.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -58749.648438 Penalty: 633.564148
	Iteration 47Q: 3 clusters Score -58749.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -58750.511719 Penalty: 633.564148
	Iteration 48Q: 3 clusters Score -58750.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -58750.921875 Penalty: 633.564148
	Iteration 49Q: 3 clusters Score -58750.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -58751.226562 Penalty: 633.564148
	Iteration 50Q: 3 clusters Score -58751.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -58751.542969 Penalty: 633.564148
	Iteration 51Q: 3 clusters Score -58751.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -58751.878906 Penalty: 633.564148
	Iteration 52Q: 3 clusters Score -58751.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -58751.878906 Penalty: 633.564148
	Iteration 53F: 3 clusters Score -58751.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -79270.976562 Penalty: 331.303040
	Iteration 0F: 2 clusters Score -79270.98 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 746 members 
Entering Unmasked Estep 
Score: -78184.976562 Penalty: 662.606079
	Iteration 0F: 3 clusters Score -78184.98 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -78498.914062 Penalty: 662.606079
	Iteration 1F: 3 clusters Score -78498.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -78581.148438 Penalty: 662.606079
	Iteration 2F: 3 clusters Score -78581.15 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78623.359375 Penalty: 662.606079
	Iteration 3F: 3 clusters Score -78623.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -78658.648438 Penalty: 662.606079
	Iteration 4Q: 3 clusters Score -78658.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78687.296875 Penalty: 662.606079
	Iteration 5Q: 3 clusters Score -78687.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -78715.656250 Penalty: 662.606079
	Iteration 6Q: 3 clusters Score -78715.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -78736.500000 Penalty: 662.606079
	Iteration 7Q: 3 clusters Score -78736.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -78748.554688 Penalty: 662.606079
	Iteration 8Q: 3 clusters Score -78748.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78757.375000 Penalty: 662.606079
	Iteration 9Q: 3 clusters Score -78757.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -78767.429688 Penalty: 662.606079
	Iteration 10Q: 3 clusters Score -78767.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -78781.492188 Penalty: 662.606079
	Iteration 11Q: 3 clusters Score -78781.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -78810.523438 Penalty: 662.606079
	Iteration 12Q: 3 clusters Score -78810.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -78836.710938 Penalty: 662.606079
	Iteration 13Q: 3 clusters Score -78836.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -78856.367188 Penalty: 662.606079
	Iteration 14Q: 3 clusters Score -78856.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -78865.187500 Penalty: 662.606079
	Iteration 15Q: 3 clusters Score -78865.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -78869.312500 Penalty: 662.606079
	Iteration 16Q: 3 clusters Score -78869.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -78872.148438 Penalty: 662.606079
	Iteration 17Q: 3 clusters Score -78872.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -78877.234375 Penalty: 662.606079
	Iteration 18Q: 3 clusters Score -78877.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -78886.562500 Penalty: 662.606079
	Iteration 19Q: 3 clusters Score -78886.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -78905.210938 Penalty: 662.606079
	Iteration 20F: 3 clusters Score -78905.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -78919.406250 Penalty: 662.606079
	Iteration 21Q: 3 clusters Score -78919.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -78934.117188 Penalty: 662.606079
	Iteration 22Q: 3 clusters Score -78934.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -78943.773438 Penalty: 662.606079
	Iteration 23Q: 3 clusters Score -78943.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -78948.375000 Penalty: 662.606079
	Iteration 24Q: 3 clusters Score -78948.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -78949.734375 Penalty: 662.606079
	Iteration 25Q: 3 clusters Score -78949.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -78951.437500 Penalty: 662.606079
	Iteration 26Q: 3 clusters Score -78951.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -78953.710938 Penalty: 662.606079
	Iteration 27Q: 3 clusters Score -78953.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -78956.898438 Penalty: 662.606079
	Iteration 28Q: 3 clusters Score -78956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -78957.671875 Penalty: 662.606079
	Iteration 29Q: 3 clusters Score -78957.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -78958.039062 Penalty: 662.606079
	Iteration 30Q: 3 clusters Score -78958.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -78958.406250 Penalty: 662.606079
	Iteration 31Q: 3 clusters Score -78958.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -78958.406250 Penalty: 662.606079
	Iteration 32F: 3 clusters Score -78958.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 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 827 members 
Entering Unmasked Estep 
Score: -86882.195312 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86882.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -87234.593750 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87234.59 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -87296.757812 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87296.76 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -87341.914062 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87341.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -87379.867188 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -87379.87 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -87412.179688 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -87412.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -87443.421875 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87443.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -87472.109375 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87472.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -87496.851562 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87496.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -87519.585938 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87519.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -87534.414062 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87534.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -87549.929688 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87549.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -87564.164062 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87564.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -87581.875000 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87581.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -87594.062500 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87594.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -87602.914062 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87602.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -87612.000000 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -87625.289062 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87625.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -87634.132812 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87634.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -87643.101562 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87643.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -87653.093750 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87653.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -87660.257812 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87660.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -87667.609375 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -87667.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -87673.945312 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -87673.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -87680.789062 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -87680.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -87685.195312 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -87685.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -87691.968750 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -87691.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -87701.421875 Penalty: 670.058411
	Iteration 27Q: 3 clusters Score -87701.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -87708.648438 Penalty: 670.058411
	Iteration 28Q: 3 clusters Score -87708.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -87712.976562 Penalty: 670.058411
	Iteration 29Q: 3 clusters Score -87712.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -87717.992188 Penalty: 670.058411
	Iteration 30Q: 3 clusters Score -87717.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -87721.062500 Penalty: 670.058411
	Iteration 31Q: 3 clusters Score -87721.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -87723.703125 Penalty: 670.058411
	Iteration 32Q: 3 clusters Score -87723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -87725.281250 Penalty: 670.058411
	Iteration 33Q: 3 clusters Score -87725.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -87727.468750 Penalty: 670.058411
	Iteration 34Q: 3 clusters Score -87727.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -87730.078125 Penalty: 670.058411
	Iteration 35Q: 3 clusters Score -87730.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -87732.398438 Penalty: 670.058411
	Iteration 36Q: 3 clusters Score -87732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -87732.398438 Penalty: 670.058411
	Iteration 37F: 3 clusters Score -87732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Entering Unmasked Estep 
Score: -2343352.750000 Penalty: 484.358154
	Iteration 0F: 2 clusters Score -2343353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2315156.750000 Penalty: 968.716309
	Iteration 0F: 3 clusters Score -2315157 nChanged 20304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2327685.500000 Penalty: 968.716309
	Iteration 1F: 3 clusters Score -2327686 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2328372.250000 Penalty: 968.716309
	Iteration 2Q: 3 clusters Score -2328372 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2329149.750000 Penalty: 968.716309
	Iteration 3Q: 3 clusters Score -2329150 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2330012.000000 Penalty: 968.716309
	Iteration 4Q: 3 clusters Score -2330012 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2331151.500000 Penalty: 968.716309
	Iteration 5F: 3 clusters Score -2331152 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2332937.250000 Penalty: 968.716309
	Iteration 6F: 3 clusters Score -2332937 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2334997.250000 Penalty: 968.716309
	Iteration 7F: 3 clusters Score -2334997 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2336573.750000 Penalty: 968.716309
	Iteration 8Q: 3 clusters Score -2336574 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2337483.250000 Penalty: 968.716309
	Iteration 9Q: 3 clusters Score -2337483 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2338191.000000 Penalty: 968.716309
	Iteration 10Q: 3 clusters Score -2338191 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2338862.500000 Penalty: 968.716309
	Iteration 11Q: 3 clusters Score -2338862 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2339509.000000 Penalty: 968.716309
	Iteration 12Q: 3 clusters Score -2339509 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2340129.500000 Penalty: 968.716309
	Iteration 13Q: 3 clusters Score -2340130 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2340618.000000 Penalty: 968.716309
	Iteration 14Q: 3 clusters Score -2340618 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2341056.000000 Penalty: 968.716309
	Iteration 15Q: 3 clusters Score -2341056 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2341447.250000 Penalty: 968.716309
	Iteration 16Q: 3 clusters Score -2341447 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2341740.250000 Penalty: 968.716309
	Iteration 17Q: 3 clusters Score -2341740 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2341975.750000 Penalty: 968.716309
	Iteration 18Q: 3 clusters Score -2341976 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2342199.000000 Penalty: 968.716309
	Iteration 19Q: 3 clusters Score -2342199 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2342377.500000 Penalty: 968.716309
	Iteration 20F: 3 clusters Score -2342378 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2342536.500000 Penalty: 968.716309
	Iteration 21Q: 3 clusters Score -2342536 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2342639.750000 Penalty: 968.716309
	Iteration 22Q: 3 clusters Score -2342640 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2342718.250000 Penalty: 968.716309
	Iteration 23Q: 3 clusters Score -2342718 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2342780.750000 Penalty: 968.716309
	Iteration 24Q: 3 clusters Score -2342781 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2342831.000000 Penalty: 968.716309
	Iteration 25Q: 3 clusters Score -2342831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2342872.250000 Penalty: 968.716309
	Iteration 26Q: 3 clusters Score -2342872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2342894.500000 Penalty: 968.716309
	Iteration 27Q: 3 clusters Score -2342894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2342910.000000 Penalty: 968.716309
	Iteration 28Q: 3 clusters Score -2342910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2342929.250000 Penalty: 968.716309
	Iteration 29Q: 3 clusters Score -2342929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2342942.500000 Penalty: 968.716309
	Iteration 30Q: 3 clusters Score -2342942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2342951.250000 Penalty: 968.716309
	Iteration 31Q: 3 clusters Score -2342951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2342953.750000 Penalty: 968.716309
	Iteration 32Q: 3 clusters Score -2342954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2342958.000000 Penalty: 968.716309
	Iteration 33Q: 3 clusters Score -2342958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2342973.500000 Penalty: 968.716309
	Iteration 34Q: 3 clusters Score -2342974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2342978.500000 Penalty: 968.716309
	Iteration 35Q: 3 clusters Score -2342978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2342986.250000 Penalty: 968.716309
	Iteration 36Q: 3 clusters Score -2342986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2342995.250000 Penalty: 968.716309
	Iteration 37Q: 3 clusters Score -2342995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2343003.500000 Penalty: 968.716309
	Iteration 38Q: 3 clusters Score -2343004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2343007.000000 Penalty: 968.716309
	Iteration 39Q: 3 clusters Score -2343007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2343018.250000 Penalty: 968.716309
	Iteration 40F: 3 clusters Score -2343018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2343029.750000 Penalty: 968.716309
	Iteration 41Q: 3 clusters Score -2343030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2343038.000000 Penalty: 968.716309
	Iteration 42Q: 3 clusters Score -2343038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2343048.250000 Penalty: 968.716309
	Iteration 43Q: 3 clusters Score -2343048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2343050.500000 Penalty: 968.716309
	Iteration 44Q: 3 clusters Score -2343050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2343052.500000 Penalty: 968.716309
	Iteration 45Q: 3 clusters Score -2343052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2343051.000000 Penalty: 968.716309
	Iteration 46Q: 3 clusters Score -2343051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2343054.000000 Penalty: 968.716309
	Iteration 47Q: 3 clusters Score -2343054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2343054.500000 Penalty: 968.716309
	Iteration 48Q: 3 clusters Score -2343054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2343059.500000 Penalty: 968.716309
	Iteration 49Q: 3 clusters Score -2343060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2343061.000000 Penalty: 968.716309
	Iteration 50Q: 3 clusters Score -2343061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2343061.500000 Penalty: 968.716309
	Iteration 51Q: 3 clusters Score -2343062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2343064.250000 Penalty: 968.716309
	Iteration 52Q: 3 clusters Score -2343064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2343069.750000 Penalty: 968.716309
	Iteration 53Q: 3 clusters Score -2343070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2343070.250000 Penalty: 968.716309
	Iteration 54Q: 3 clusters Score -2343070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2343069.750000 Penalty: 968.716309
	Iteration 55Q: 3 clusters Score -2343070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2343071.000000 Penalty: 968.716309
	Iteration 56Q: 3 clusters Score -2343071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2343071.000000 Penalty: 968.716309
	Iteration 57F: 3 clusters Score -2343071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -195649.171875 Penalty: 370.648895
	Iteration 0F: 2 clusters Score -195649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -193279.687500 Penalty: 741.297791
	Iteration 0F: 3 clusters Score -193279.7 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -194110.875000 Penalty: 741.297791
	Iteration 1F: 3 clusters Score -194110.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -194267.484375 Penalty: 741.297791
	Iteration 2F: 3 clusters Score -194267.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -194433.734375 Penalty: 741.297791
	Iteration 3F: 3 clusters Score -194433.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -194602.343750 Penalty: 741.297791
	Iteration 4F: 3 clusters Score -194602.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -194735.968750 Penalty: 741.297791
	Iteration 5F: 3 clusters Score -194736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -194823.125000 Penalty: 741.297791
	Iteration 6Q: 3 clusters Score -194823.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -194893.531250 Penalty: 741.297791
	Iteration 7Q: 3 clusters Score -194893.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -194942.812500 Penalty: 741.297791
	Iteration 8Q: 3 clusters Score -194942.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -194971.750000 Penalty: 741.297791
	Iteration 9Q: 3 clusters Score -194971.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -194992.390625 Penalty: 741.297791
	Iteration 10Q: 3 clusters Score -194992.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -195007.140625 Penalty: 741.297791
	Iteration 11Q: 3 clusters Score -195007.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -195028.062500 Penalty: 741.297791
	Iteration 12Q: 3 clusters Score -195028.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -195047.000000 Penalty: 741.297791
	Iteration 13Q: 3 clusters Score -195047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -195061.578125 Penalty: 741.297791
	Iteration 14Q: 3 clusters Score -195061.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -195071.390625 Penalty: 741.297791
	Iteration 15Q: 3 clusters Score -195071.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -195080.718750 Penalty: 741.297791
	Iteration 16Q: 3 clusters Score -195080.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -195089.281250 Penalty: 741.297791
	Iteration 17Q: 3 clusters Score -195089.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -195094.656250 Penalty: 741.297791
	Iteration 18Q: 3 clusters Score -195094.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -195098.875000 Penalty: 741.297791
	Iteration 19Q: 3 clusters Score -195098.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -195103.375000 Penalty: 741.297791
	Iteration 20F: 3 clusters Score -195103.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -195108.593750 Penalty: 741.297791
	Iteration 21Q: 3 clusters Score -195108.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -195112.187500 Penalty: 741.297791
	Iteration 22Q: 3 clusters Score -195112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -195114.296875 Penalty: 741.297791
	Iteration 23Q: 3 clusters Score -195114.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -195116.640625 Penalty: 741.297791
	Iteration 24Q: 3 clusters Score -195116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -195117.750000 Penalty: 741.297791
	Iteration 25Q: 3 clusters Score -195117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -195118.625000 Penalty: 741.297791
	Iteration 26Q: 3 clusters Score -195118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -195118.593750 Penalty: 741.297791
	Iteration 27Q: 3 clusters Score -195118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -195118.906250 Penalty: 741.297791
	Iteration 28Q: 3 clusters Score -195118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -195118.796875 Penalty: 741.297791
	Iteration 29Q: 3 clusters Score -195118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -195118.921875 Penalty: 741.297791
	Iteration 30Q: 3 clusters Score -195118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -195118.890625 Penalty: 741.297791
	Iteration 31Q: 3 clusters Score -195118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -195118.890625 Penalty: 741.297791
	Iteration 32F: 3 clusters Score -195118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11864.243164 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -11864.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11589.815430 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -11589.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11662.453125 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -11662.45 nChanged 16
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: -11682.047852 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -11682.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11721.040039 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -11721.04 nChanged 12
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: -11740.080078 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -11740.08 nChanged 4
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: -11753.066406 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -11753.07 nChanged 4
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: -11764.214844 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -11764.21 nChanged 7
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: -11774.547852 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -11774.55 nChanged 6
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: -11792.628906 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -11792.63 nChanged 3
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: -11809.598633 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -11809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11814.843750 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -11814.84 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: -11816.927734 Penalty: 499.493347
	Iteration 11Q: 3 clusters Score -11816.93 nChanged 2
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: -11826.132812 Penalty: 499.493347
	Iteration 12Q: 3 clusters Score -11826.13 nChanged 4
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: -11830.677734 Penalty: 499.493347
	Iteration 13Q: 3 clusters Score -11830.68 nChanged 1
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: -11831.750977 Penalty: 499.493347
	Iteration 14Q: 3 clusters Score -11831.75 nChanged 0
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: -11831.750977 Penalty: 499.493347
	Iteration 15F: 3 clusters Score -11831.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -26290.835938 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -26290.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25821.369141 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -25821.37 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25932.042969 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -25932.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25965.664062 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -25965.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25990.277344 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -25990.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26005.564453 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -26005.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26018.720703 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -26018.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26025.205078 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -26025.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26033.792969 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -26033.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26039.033203 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -26039.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26041.876953 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -26041.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26045.220703 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -26045.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26045.855469 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -26045.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26047.414062 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -26047.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26052.626953 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -26052.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26062.767578 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -26062.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26067.890625 Penalty: 554.103088
	Iteration 15Q: 3 clusters Score -26067.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26071.101562 Penalty: 554.103088
	Iteration 16Q: 3 clusters Score -26071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26072.751953 Penalty: 554.103088
	Iteration 17Q: 3 clusters Score -26072.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26073.078125 Penalty: 554.103088
	Iteration 18Q: 3 clusters Score -26073.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26074.310547 Penalty: 554.103088
	Iteration 19Q: 3 clusters Score -26074.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26074.310547 Penalty: 554.103088
	Iteration 20F: 3 clusters Score -26074.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -388938.343750 Penalty: 398.256836
	Iteration 0F: 2 clusters Score -388938.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -384660.312500 Penalty: 796.513672
	Iteration 0F: 3 clusters Score -384660.3 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -386237.000000 Penalty: 796.513672
	Iteration 1F: 3 clusters Score -386237 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -386456.312500 Penalty: 796.513672
	Iteration 2F: 3 clusters Score -386456.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -386757.000000 Penalty: 796.513672
	Iteration 3F: 3 clusters Score -386757 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -387107.687500 Penalty: 796.513672
	Iteration 4F: 3 clusters Score -387107.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -387434.375000 Penalty: 796.513672
	Iteration 5F: 3 clusters Score -387434.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -387643.500000 Penalty: 796.513672
	Iteration 6F: 3 clusters Score -387643.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -387746.187500 Penalty: 796.513672
	Iteration 7Q: 3 clusters Score -387746.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -387801.343750 Penalty: 796.513672
	Iteration 8Q: 3 clusters Score -387801.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -387836.937500 Penalty: 796.513672
	Iteration 9Q: 3 clusters Score -387836.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -387863.781250 Penalty: 796.513672
	Iteration 10Q: 3 clusters Score -387863.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -387895.031250 Penalty: 796.513672
	Iteration 11Q: 3 clusters Score -387895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -387924.437500 Penalty: 796.513672
	Iteration 12Q: 3 clusters Score -387924.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -387949.593750 Penalty: 796.513672
	Iteration 13Q: 3 clusters Score -387949.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -387983.781250 Penalty: 796.513672
	Iteration 14Q: 3 clusters Score -387983.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -388025.250000 Penalty: 796.513672
	Iteration 15Q: 3 clusters Score -388025.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -388065.000000 Penalty: 796.513672
	Iteration 16Q: 3 clusters Score -388065 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -388114.000000 Penalty: 796.513672
	Iteration 17Q: 3 clusters Score -388114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -388176.312500 Penalty: 796.513672
	Iteration 18Q: 3 clusters Score -388176.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -388237.093750 Penalty: 796.513672
	Iteration 19Q: 3 clusters Score -388237.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -388291.406250 Penalty: 796.513672
	Iteration 20F: 3 clusters Score -388291.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -388329.468750 Penalty: 796.513672
	Iteration 21Q: 3 clusters Score -388329.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -388359.281250 Penalty: 796.513672
	Iteration 22Q: 3 clusters Score -388359.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -388393.593750 Penalty: 796.513672
	Iteration 23Q: 3 clusters Score -388393.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -388426.843750 Penalty: 796.513672
	Iteration 24Q: 3 clusters Score -388426.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -388446.625000 Penalty: 796.513672
	Iteration 25Q: 3 clusters Score -388446.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -388472.250000 Penalty: 796.513672
	Iteration 26Q: 3 clusters Score -388472.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -388500.812500 Penalty: 796.513672
	Iteration 27Q: 3 clusters Score -388500.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -388524.625000 Penalty: 796.513672
	Iteration 28Q: 3 clusters Score -388524.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -388543.968750 Penalty: 796.513672
	Iteration 29Q: 3 clusters Score -388544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -388561.656250 Penalty: 796.513672
	Iteration 30Q: 3 clusters Score -388561.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -388572.250000 Penalty: 796.513672
	Iteration 31Q: 3 clusters Score -388572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -388584.250000 Penalty: 796.513672
	Iteration 32Q: 3 clusters Score -388584.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -388589.218750 Penalty: 796.513672
	Iteration 33Q: 3 clusters Score -388589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -388592.093750 Penalty: 796.513672
	Iteration 34Q: 3 clusters Score -388592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -388594.968750 Penalty: 796.513672
	Iteration 35Q: 3 clusters Score -388595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -388595.375000 Penalty: 796.513672
	Iteration 36Q: 3 clusters Score -388595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -388597.250000 Penalty: 796.513672
	Iteration 37Q: 3 clusters Score -388597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -388599.500000 Penalty: 796.513672
	Iteration 38Q: 3 clusters Score -388599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -388605.250000 Penalty: 796.513672
	Iteration 39Q: 3 clusters Score -388605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -388610.125000 Penalty: 796.513672
	Iteration 40F: 3 clusters Score -388610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -388615.343750 Penalty: 796.513672
	Iteration 41Q: 3 clusters Score -388615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -388620.812500 Penalty: 796.513672
	Iteration 42Q: 3 clusters Score -388620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -388625.593750 Penalty: 796.513672
	Iteration 43Q: 3 clusters Score -388625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -388630.093750 Penalty: 796.513672
	Iteration 44Q: 3 clusters Score -388630.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -388634.125000 Penalty: 796.513672
	Iteration 45Q: 3 clusters Score -388634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -388636.718750 Penalty: 796.513672
	Iteration 46Q: 3 clusters Score -388636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -388641.937500 Penalty: 796.513672
	Iteration 47Q: 3 clusters Score -388641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -388643.375000 Penalty: 796.513672
	Iteration 48Q: 3 clusters Score -388643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -388643.375000 Penalty: 796.513672
	Iteration 49F: 3 clusters Score -388643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Entering Unmasked Estep 
Score: -975855.125000 Penalty: 443.029022
	Iteration 0F: 2 clusters Score -975855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -964566.250000 Penalty: 886.058044
	Iteration 0F: 3 clusters Score -964566.2 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -969637.937500 Penalty: 886.058044
	Iteration 1F: 3 clusters Score -969637.9 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -970250.000000 Penalty: 886.058044
	Iteration 2F: 3 clusters Score -970250 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -970932.312500 Penalty: 886.058044
	Iteration 3F: 3 clusters Score -970932.3 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -971665.000000 Penalty: 886.058044
	Iteration 4F: 3 clusters Score -971665 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -972368.750000 Penalty: 886.058044
	Iteration 5F: 3 clusters Score -972368.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -973046.562500 Penalty: 886.058044
	Iteration 6F: 3 clusters Score -973046.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -973602.812500 Penalty: 886.058044
	Iteration 7Q: 3 clusters Score -973602.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -974056.187500 Penalty: 886.058044
	Iteration 8Q: 3 clusters Score -974056.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -974416.937500 Penalty: 886.058044
	Iteration 9Q: 3 clusters Score -974416.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -974710.375000 Penalty: 886.058044
	Iteration 10Q: 3 clusters Score -974710.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -974971.375000 Penalty: 886.058044
	Iteration 11Q: 3 clusters Score -974971.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -975231.312500 Penalty: 886.058044
	Iteration 12Q: 3 clusters Score -975231.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -975442.625000 Penalty: 886.058044
	Iteration 13Q: 3 clusters Score -975442.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -975512.687500 Penalty: 886.058044
	Iteration 14Q: 3 clusters Score -975512.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -975530.062500 Penalty: 886.058044
	Iteration 15Q: 3 clusters Score -975530.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -975542.125000 Penalty: 886.058044
	Iteration 16Q: 3 clusters Score -975542.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -975548.187500 Penalty: 886.058044
	Iteration 17Q: 3 clusters Score -975548.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -975553.812500 Penalty: 886.058044
	Iteration 18Q: 3 clusters Score -975553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -975562.937500 Penalty: 886.058044
	Iteration 19Q: 3 clusters Score -975562.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -975570.750000 Penalty: 886.058044
	Iteration 20F: 3 clusters Score -975570.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -975583.312500 Penalty: 886.058044
	Iteration 21Q: 3 clusters Score -975583.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -975596.250000 Penalty: 886.058044
	Iteration 22Q: 3 clusters Score -975596.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -975608.312500 Penalty: 886.058044
	Iteration 23Q: 3 clusters Score -975608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -975608.625000 Penalty: 886.058044
	Iteration 24Q: 3 clusters Score -975608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -975609.812500 Penalty: 886.058044
	Iteration 25Q: 3 clusters Score -975609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -975611.000000 Penalty: 886.058044
	Iteration 26Q: 3 clusters Score -975611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -975611.625000 Penalty: 886.058044
	Iteration 27Q: 3 clusters Score -975611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -975611.625000 Penalty: 886.058044
	Iteration 28F: 3 clusters Score -975611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -321864.812500 Penalty: 395.209473
	Iteration 0F: 2 clusters Score -321864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -317865.500000 Penalty: 790.418945
	Iteration 0F: 3 clusters Score -317865.5 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -319418.000000 Penalty: 790.418945
	Iteration 1F: 3 clusters Score -319418 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -319720.750000 Penalty: 790.418945
	Iteration 2F: 3 clusters Score -319720.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -320134.937500 Penalty: 790.418945
	Iteration 3F: 3 clusters Score -320134.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -320555.906250 Penalty: 790.418945
	Iteration 4F: 3 clusters Score -320555.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -320875.968750 Penalty: 790.418945
	Iteration 5F: 3 clusters Score -320876 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -321097.687500 Penalty: 790.418945
	Iteration 6Q: 3 clusters Score -321097.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -321226.500000 Penalty: 790.418945
	Iteration 7Q: 3 clusters Score -321226.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -321305.968750 Penalty: 790.418945
	Iteration 8Q: 3 clusters Score -321306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -321366.500000 Penalty: 790.418945
	Iteration 9Q: 3 clusters Score -321366.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -321408.750000 Penalty: 790.418945
	Iteration 10Q: 3 clusters Score -321408.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -321437.843750 Penalty: 790.418945
	Iteration 11Q: 3 clusters Score -321437.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -321452.125000 Penalty: 790.418945
	Iteration 12Q: 3 clusters Score -321452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -321457.843750 Penalty: 790.418945
	Iteration 13Q: 3 clusters Score -321457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -321460.062500 Penalty: 790.418945
	Iteration 14Q: 3 clusters Score -321460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -321463.500000 Penalty: 790.418945
	Iteration 15Q: 3 clusters Score -321463.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -321467.281250 Penalty: 790.418945
	Iteration 16Q: 3 clusters Score -321467.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -321475.187500 Penalty: 790.418945
	Iteration 17Q: 3 clusters Score -321475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -321479.437500 Penalty: 790.418945
	Iteration 18Q: 3 clusters Score -321479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -321483.125000 Penalty: 790.418945
	Iteration 19Q: 3 clusters Score -321483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -321487.843750 Penalty: 790.418945
	Iteration 20F: 3 clusters Score -321487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -321490.812500 Penalty: 790.418945
	Iteration 21Q: 3 clusters Score -321490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -321492.843750 Penalty: 790.418945
	Iteration 22Q: 3 clusters Score -321492.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -321495.843750 Penalty: 790.418945
	Iteration 23Q: 3 clusters Score -321495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -321496.062500 Penalty: 790.418945
	Iteration 24Q: 3 clusters Score -321496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -321497.812500 Penalty: 790.418945
	Iteration 25Q: 3 clusters Score -321497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -321499.093750 Penalty: 790.418945
	Iteration 26Q: 3 clusters Score -321499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -321499.093750 Penalty: 790.418945
	Iteration 27F: 3 clusters Score -321499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -106089.093750 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106089.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -106541.406250 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106541.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -106602.281250 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106602.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -106664.281250 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106664.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -106739.804688 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -106739.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -106814.898438 Penalty: 687.634949
	Iteration 5Q: 3 clusters Score -106814.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -106889.515625 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -106889.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -106967.125000 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -106967.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -107056.179688 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107056.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -107099.515625 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107099.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -107132.445312 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107132.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -107155.820312 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107155.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -107174.265625 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107174.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -107200.867188 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107200.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -107239.414062 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -107268.562500 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -107285.687500 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107285.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -107294.789062 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107294.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -107302.367188 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -107307.359375 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -107312.421875 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -107314.367188 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -107314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -107316.007812 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -107316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -107317.687500 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -107317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -107321.179688 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -107321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -107321.757812 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -107321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -107321.953125 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -107322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -107322.601562 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -107322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -107323.078125 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -107323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -107323.078125 Penalty: 687.634949
	Iteration 29F: 3 clusters Score -107323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45235.742188 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45235.74 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45398.152344 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45398.15 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45454.179688 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45454.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45486.296875 Penalty: 609.654541
	Iteration 3F: 3 clusters Score -45486.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45506.835938 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45506.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45527.328125 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45527.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45544.652344 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45544.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45557.968750 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45557.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45566.628906 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45566.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45575.007812 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45575.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45589.269531 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45589.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45604.164062 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45604.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45609.335938 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45609.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45613.835938 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45613.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45620.921875 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45620.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45623.160156 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45623.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45625.566406 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45625.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45628.183594 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45628.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45634.070312 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45634.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45638.800781 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45642.980469 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45642.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45647.343750 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45647.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45647.433594 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45647.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45647.515625 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45647.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45647.515625 Penalty: 609.654541
	Iteration 24F: 3 clusters Score -45647.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -13312.985352 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -13312.99 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 130 members 
Entering Unmasked Estep 
Score: -12984.883789 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -12984.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13064.380859 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -13064.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13117.883789 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -13117.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13158.936523 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -13158.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13179.326172 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -13179.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13188.466797 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -13188.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13205.810547 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -13205.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13215.188477 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -13215.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13219.788086 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -13219.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13225.871094 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -13225.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13228.195312 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -13228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13230.446289 Penalty: 506.022034
	Iteration 11Q: 3 clusters Score -13230.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13234.624023 Penalty: 506.022034
	Iteration 12Q: 3 clusters Score -13234.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13236.655273 Penalty: 506.022034
	Iteration 13Q: 3 clusters Score -13236.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13236.655273 Penalty: 506.022034
	Iteration 14F: 3 clusters Score -13236.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -125359.765625 Penalty: 346.271271
	Iteration 0F: 2 clusters Score -125359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -123962.796875 Penalty: 692.542542
	Iteration 0F: 3 clusters Score -123962.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -124406.039062 Penalty: 692.542542
	Iteration 1F: 3 clusters Score -124406 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -124463.914062 Penalty: 692.542542
	Iteration 2F: 3 clusters Score -124463.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -124527.757812 Penalty: 692.542542
	Iteration 3Q: 3 clusters Score -124527.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -124611.304688 Penalty: 692.542542
	Iteration 4Q: 3 clusters Score -124611.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -124747.117188 Penalty: 692.542542
	Iteration 5F: 3 clusters Score -124747.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -124920.476562 Penalty: 692.542542
	Iteration 6F: 3 clusters Score -124920.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -125064.367188 Penalty: 692.542542
	Iteration 7F: 3 clusters Score -125064.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -125154.765625 Penalty: 692.542542
	Iteration 8F: 3 clusters Score -125154.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -125206.281250 Penalty: 692.542542
	Iteration 9Q: 3 clusters Score -125206.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -125237.867188 Penalty: 692.542542
	Iteration 10Q: 3 clusters Score -125237.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -125254.625000 Penalty: 692.542542
	Iteration 11Q: 3 clusters Score -125254.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -125270.070312 Penalty: 692.542542
	Iteration 12Q: 3 clusters Score -125270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -125278.578125 Penalty: 692.542542
	Iteration 13Q: 3 clusters Score -125278.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -125284.320312 Penalty: 692.542542
	Iteration 14Q: 3 clusters Score -125284.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -125287.656250 Penalty: 692.542542
	Iteration 15Q: 3 clusters Score -125287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -125288.890625 Penalty: 692.542542
	Iteration 16Q: 3 clusters Score -125288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -125291.312500 Penalty: 692.542542
	Iteration 17Q: 3 clusters Score -125291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -125293.023438 Penalty: 692.542542
	Iteration 18Q: 3 clusters Score -125293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -125294.375000 Penalty: 692.542542
	Iteration 19Q: 3 clusters Score -125294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -125296.054688 Penalty: 692.542542
	Iteration 20F: 3 clusters Score -125296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -125297.070312 Penalty: 692.542542
	Iteration 21Q: 3 clusters Score -125297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -125297.718750 Penalty: 692.542542
	Iteration 22Q: 3 clusters Score -125297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -125298.234375 Penalty: 692.542542
	Iteration 23Q: 3 clusters Score -125298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -125298.296875 Penalty: 692.542542
	Iteration 24Q: 3 clusters Score -125298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -125298.390625 Penalty: 692.542542
	Iteration 25Q: 3 clusters Score -125298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -125298.390625 Penalty: 692.542542
	Iteration 26F: 3 clusters Score -125298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 187176 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 16931 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057386.000000 Penalty: 14697.050781
Iteration 119Q: 26 clusters Score -2.305739e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3175 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 55 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 187141 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41997 members 
Mstep: Class 15 contains 3451 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 16918 members 
Mstep: Class 20 contains 5938 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057502.000000 Penalty: 14697.050781
Iteration 120F: 26 clusters Score -2.30575e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 128027 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 187099 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42003 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 6302 members 
Mstep: Class 19 contains 16909 members 
Mstep: Class 20 contains 5957 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2021 members 
Mstep: Class 25 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057608.000000 Penalty: 14697.050781
Iteration 121Q: 26 clusters Score -2.305761e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3171 members 
Mstep: Class 1 contains 128028 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 341 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 126 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 3257 members 
Mstep: Class 10 contains 187058 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 6284 members 
Mstep: Class 19 contains 16904 members 
Mstep: Class 20 contains 5971 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057692.000000 Penalty: 14697.050781
Iteration 122Q: 26 clusters Score -2.305769e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 3171 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 129 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 187011 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42005 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 6256 members 
Mstep: Class 19 contains 16899 members 
Mstep: Class 20 contains 5985 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057668.000000 Penalty: 14697.050781
Iteration 123Q: 26 clusters Score -2.305767e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 3171 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 135 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 3263 members 
Mstep: Class 10 contains 186970 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42015 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6232 members 
Mstep: Class 19 contains 16899 members 
Mstep: Class 20 contains 5994 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2094 members 
Mstep: Class 25 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057668.000000 Penalty: 14697.050781
Iteration 124Q: 26 clusters Score -2.305767e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3171 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 186953 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42014 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 16901 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057664.000000 Penalty: 14697.050781
Iteration 125Q: 26 clusters Score -2.305766e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 3270 members 
Mstep: Class 10 contains 186925 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42014 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 257 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 16895 members 
Mstep: Class 20 contains 6012 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2170 members 
Mstep: Class 25 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057708.000000 Penalty: 14697.050781
Iteration 126Q: 26 clusters Score -2.305771e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 153 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 3272 members 
Mstep: Class 10 contains 186880 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42010 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 16 contains 257 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 19 contains 16894 members 
Mstep: Class 20 contains 6022 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2211 members 
Mstep: Class 25 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057738.000000 Penalty: 14697.050781
Iteration 127Q: 26 clusters Score -2.305774e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 186829 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 42000 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 257 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 16890 members 
Mstep: Class 20 contains 6034 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057778.000000 Penalty: 14697.050781
Iteration 128Q: 26 clusters Score -2.305778e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128053 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 3280 members 
Mstep: Class 10 contains 186776 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 16894 members 
Mstep: Class 20 contains 6044 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2312 members 
Mstep: Class 25 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057726.000000 Penalty: 14697.050781
Iteration 129Q: 26 clusters Score -2.305773e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 186733 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41983 members 
Mstep: Class 15 contains 3459 members 
Mstep: Class 16 contains 262 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 6128 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057774.000000 Penalty: 14697.050781
Iteration 130Q: 26 clusters Score -2.305777e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 186714 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41984 members 
Mstep: Class 15 contains 3465 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 6102 members 
Mstep: Class 19 contains 16870 members 
Mstep: Class 20 contains 6063 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2432 members 
Mstep: Class 25 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057772.000000 Penalty: 14697.050781
Iteration 131Q: 26 clusters Score -2.305777e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128006 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 186689 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41981 members 
Mstep: Class 15 contains 3469 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 6081 members 
Mstep: Class 19 contains 16865 members 
Mstep: Class 20 contains 6069 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2492 members 
Mstep: Class 25 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057778.000000 Penalty: 14697.050781
Iteration 132Q: 26 clusters Score -2.305778e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 186624 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41977 members 
Mstep: Class 15 contains 3471 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 6063 members 
Mstep: Class 19 contains 16865 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2565 members 
Mstep: Class 25 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057774.000000 Penalty: 14697.050781
Iteration 133Q: 26 clusters Score -2.305777e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 128001 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 186553 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41964 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 16871 members 
Mstep: Class 20 contains 6077 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057798.000000 Penalty: 14697.050781
Iteration 134Q: 26 clusters Score -2.30578e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 127964 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 364 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 186493 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41955 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 16883 members 
Mstep: Class 20 contains 6082 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057746.000000 Penalty: 14697.050781
Iteration 135Q: 26 clusters Score -2.305775e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 186436 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41940 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 455 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 16886 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057818.000000 Penalty: 14697.050781
Iteration 136Q: 26 clusters Score -2.305782e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 186373 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41913 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 16884 members 
Mstep: Class 20 contains 6105 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2947 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057802.000000 Penalty: 14697.050781
Iteration 137Q: 26 clusters Score -2.30578e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 186336 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41885 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 278 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 6005 members 
Mstep: Class 19 contains 16890 members 
Mstep: Class 20 contains 6120 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057884.000000 Penalty: 14697.050781
Iteration 138Q: 26 clusters Score -2.305788e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 127782 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 186282 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41859 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 5964 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 6132 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 3227 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057980.000000 Penalty: 14697.050781
Iteration 139Q: 26 clusters Score -2.305798e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 3173 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 186222 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41842 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 474 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 19 contains 16881 members 
Mstep: Class 20 contains 6143 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058008.000000 Penalty: 14697.050781
Iteration 140F: 26 clusters Score -2.305801e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 56 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 158 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 186146 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41829 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 5864 members 
Mstep: Class 19 contains 16874 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 3538 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058050.000000 Penalty: 14697.050781
Iteration 141Q: 26 clusters Score -2.305805e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 57 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 186036 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41817 members 
Mstep: Class 15 contains 3485 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 19 contains 16870 members 
Mstep: Class 20 contains 6162 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058124.000000 Penalty: 14697.050781
Iteration 142Q: 26 clusters Score -2.305812e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 364 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 57 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 185910 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41803 members 
Mstep: Class 15 contains 3489 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 5764 members 
Mstep: Class 19 contains 16878 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058158.000000 Penalty: 14697.050781
Iteration 143Q: 26 clusters Score -2.305816e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127517 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 365 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 913 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 185832 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41786 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 16877 members 
Mstep: Class 20 contains 6178 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 4141 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058170.000000 Penalty: 14697.050781
Iteration 144Q: 26 clusters Score -2.305817e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 369 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 185783 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41774 members 
Mstep: Class 15 contains 3496 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 19 contains 16865 members 
Mstep: Class 20 contains 6181 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 4321 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058386.000000 Penalty: 14697.050781
Iteration 145Q: 26 clusters Score -2.305839e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127249 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 185744 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41759 members 
Mstep: Class 15 contains 3500 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 5592 members 
Mstep: Class 19 contains 16865 members 
Mstep: Class 20 contains 6183 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 4512 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058496.000000 Penalty: 14697.050781
Iteration 146Q: 26 clusters Score -2.30585e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 185670 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41749 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 5537 members 
Mstep: Class 19 contains 16864 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 4749 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058610.000000 Penalty: 14697.050781
Iteration 147Q: 26 clusters Score -2.305861e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127015 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 185552 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41720 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 19 contains 16857 members 
Mstep: Class 20 contains 6188 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 4994 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058756.000000 Penalty: 14697.050781
Iteration 148Q: 26 clusters Score -2.305876e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126960 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 185431 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41680 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 5427 members 
Mstep: Class 19 contains 16857 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 5228 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058908.000000 Penalty: 14697.050781
Iteration 149Q: 26 clusters Score -2.305891e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126943 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 185294 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41642 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 16857 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058960.000000 Penalty: 14697.050781
Iteration 150Q: 26 clusters Score -2.305896e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 185176 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41611 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 16856 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 5669 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059094.000000 Penalty: 14697.050781
Iteration 151Q: 26 clusters Score -2.305909e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 185048 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41576 members 
Mstep: Class 15 contains 3526 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 16843 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 5922 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059222.000000 Penalty: 14697.050781
Iteration 152Q: 26 clusters Score -2.305922e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126830 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 184896 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41540 members 
Mstep: Class 15 contains 3537 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 801 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 16829 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059252.000000 Penalty: 14697.050781
Iteration 153Q: 26 clusters Score -2.305925e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 184706 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41504 members 
Mstep: Class 15 contains 3547 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 16828 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059168.000000 Penalty: 14697.050781
Iteration 154Q: 26 clusters Score -2.305917e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 184559 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41453 members 
Mstep: Class 15 contains 3550 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 818 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 6652 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059194.000000 Penalty: 14697.050781
Iteration 155Q: 26 clusters Score -2.305919e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 184392 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41398 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059268.000000 Penalty: 14697.050781
Iteration 156Q: 26 clusters Score -2.305927e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 126965 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 184196 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41347 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 5003 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 7102 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059308.000000 Penalty: 14697.050781
Iteration 157Q: 26 clusters Score -2.305931e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127032 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 184011 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41308 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 848 members 
Mstep: Class 18 contains 4952 members 
Mstep: Class 19 contains 16814 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 7293 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059322.000000 Penalty: 14697.050781
Iteration 158Q: 26 clusters Score -2.305932e+07 nChanged 794
Entering ConstructFrom: 
Score: -23059322.000000 Penalty: 14697.050781
Entering ConstructFrom: 
Trying to split cluster 1 (127175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Entering Unmasked Estep 
Score: -7609571.000000 Penalty: 534.776062
	Iteration 0F: 2 clusters Score -7609571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -7529149.000000 Penalty: 1069.552124
	Iteration 0F: 3 clusters Score -7529149 nChanged 62219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -7569727.000000 Penalty: 1069.552124
	Iteration 1F: 3 clusters Score -7569727 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -7573450.500000 Penalty: 1069.552124
	Iteration 2F: 3 clusters Score -7573450 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -7578320.500000 Penalty: 1069.552124
	Iteration 3F: 3 clusters Score -7578320 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -7584312.500000 Penalty: 1069.552124
	Iteration 4F: 3 clusters Score -7584312 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -7590443.500000 Penalty: 1069.552124
	Iteration 5F: 3 clusters Score -7590444 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -7594612.500000 Penalty: 1069.552124
	Iteration 6F: 3 clusters Score -7594612 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -7596381.000000 Penalty: 1069.552124
	Iteration 7Q: 3 clusters Score -7596381 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -7596956.000000 Penalty: 1069.552124
	Iteration 8Q: 3 clusters Score -7596956 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -7597151.000000 Penalty: 1069.552124
	Iteration 9Q: 3 clusters Score -7597151 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -7597270.000000 Penalty: 1069.552124
	Iteration 10Q: 3 clusters Score -7597270 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -7597405.500000 Penalty: 1069.552124
	Iteration 11Q: 3 clusters Score -7597406 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -7597493.000000 Penalty: 1069.552124
	Iteration 12Q: 3 clusters Score -7597493 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -7597618.000000 Penalty: 1069.552124
	Iteration 13Q: 3 clusters Score -7597618 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -7597756.500000 Penalty: 1069.552124
	Iteration 14Q: 3 clusters Score -7597756 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -7597883.000000 Penalty: 1069.552124
	Iteration 15Q: 3 clusters Score -7597883 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -7597997.500000 Penalty: 1069.552124
	Iteration 16Q: 3 clusters Score -7597998 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -7598117.500000 Penalty: 1069.552124
	Iteration 17Q: 3 clusters Score -7598118 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -7598207.000000 Penalty: 1069.552124
	Iteration 18Q: 3 clusters Score -7598207 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -7598227.500000 Penalty: 1069.552124
	Iteration 19Q: 3 clusters Score -7598228 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -7598298.000000 Penalty: 1069.552124
	Iteration 20F: 3 clusters Score -7598298 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -7598385.500000 Penalty: 1069.552124
	Iteration 21Q: 3 clusters Score -7598386 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -7598470.500000 Penalty: 1069.552124
	Iteration 22Q: 3 clusters Score -7598470 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -7598513.000000 Penalty: 1069.552124
	Iteration 23Q: 3 clusters Score -7598513 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -7598586.500000 Penalty: 1069.552124
	Iteration 24Q: 3 clusters Score -7598586 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
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Mstep: Class 2 contains 101321 members 
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	Iteration 39Q: 3 clusters Score -7599340 nChanged 428
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	Iteration 40F: 3 clusters Score -7599340 nChanged 429
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	Iteration 42Q: 3 clusters Score -7599412 nChanged 525
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	Iteration 48Q: 3 clusters Score -7599645 nChanged 507
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	Iteration 49Q: 3 clusters Score -7599717 nChanged 514
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	Iteration 60F: 3 clusters Score -7599954 nChanged 638
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	Iteration 62Q: 3 clusters Score -7599916 nChanged 705
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	Iteration 63Q: 3 clusters Score -7599910 nChanged 678
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	Iteration 64Q: 3 clusters Score -7599910 nChanged 733
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	Iteration 65Q: 3 clusters Score -7599924 nChanged 733
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	Iteration 67Q: 3 clusters Score -7599900 nChanged 744
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	Iteration 68Q: 3 clusters Score -7599944 nChanged 734
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	Iteration 69Q: 3 clusters Score -7599972 nChanged 775
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	Iteration 70Q: 3 clusters Score -7600032 nChanged 782
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	Iteration 71Q: 3 clusters Score -7600094 nChanged 857
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	Iteration 72Q: 3 clusters Score -7600175 nChanged 847
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	Iteration 73Q: 3 clusters Score -7600216 nChanged 937
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	Iteration 74Q: 3 clusters Score -7600280 nChanged 962
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	Iteration 75Q: 3 clusters Score -7600414 nChanged 966
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	Iteration 76Q: 3 clusters Score -7600473 nChanged 896
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	Iteration 77Q: 3 clusters Score -7600549 nChanged 862
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	Iteration 78Q: 3 clusters Score -7600680 nChanged 881
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	Iteration 79Q: 3 clusters Score -7600770 nChanged 844
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	Iteration 80F: 3 clusters Score -7600868 nChanged 789
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	Iteration 81Q: 3 clusters Score -7600938 nChanged 792
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	Iteration 82Q: 3 clusters Score -7601028 nChanged 789
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	Iteration 83Q: 3 clusters Score -7601110 nChanged 756
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	Iteration 84Q: 3 clusters Score -7601194 nChanged 672
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	Iteration 85Q: 3 clusters Score -7601267 nChanged 640
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	Iteration 86Q: 3 clusters Score -7601288 nChanged 585
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	Iteration 87Q: 3 clusters Score -7601287 nChanged 584
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	Iteration 88Q: 3 clusters Score -7601288 nChanged 557
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	Iteration 89Q: 3 clusters Score -7601350 nChanged 497
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	Iteration 90Q: 3 clusters Score -7601396 nChanged 459
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	Iteration 91Q: 3 clusters Score -7601428 nChanged 462
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	Iteration 93Q: 3 clusters Score -7601460 nChanged 445
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	Iteration 94Q: 3 clusters Score -7601520 nChanged 414
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	Iteration 98Q: 3 clusters Score -7601675 nChanged 379
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	Iteration 100F: 3 clusters Score -7601732 nChanged 321
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	Iteration 102Q: 3 clusters Score -7601793 nChanged 333
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	Iteration 112Q: 3 clusters Score -7601920 nChanged 274
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	Iteration 114Q: 3 clusters Score -7601930 nChanged 283
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	Iteration 115Q: 3 clusters Score -7601979 nChanged 238
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	Iteration 117Q: 3 clusters Score -7601998 nChanged 245
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	Iteration 118Q: 3 clusters Score -7602017 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7602003 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7601996 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7601999 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7601999 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7601997 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7601995 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -7602016.500000 Penalty: 1069.552124
	Iteration 125Q: 3 clusters Score -7602016 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7601992 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -7602001.500000 Penalty: 1069.552124
	Iteration 127Q: 3 clusters Score -7602002 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7602000 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -7602013.500000 Penalty: 1069.552124
	Iteration 129Q: 3 clusters Score -7602014 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -7602029.500000 Penalty: 1069.552124
	Iteration 130Q: 3 clusters Score -7602030 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -7602045.500000 Penalty: 1069.552124
	Iteration 131Q: 3 clusters Score -7602046 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7602045 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -7602057.500000 Penalty: 1069.552124
	Iteration 133Q: 3 clusters Score -7602058 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -7602060.000000 Penalty: 1069.552124
	Iteration 134Q: 3 clusters Score -7602060 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -7602061.000000 Penalty: 1069.552124
	Iteration 135Q: 3 clusters Score -7602061 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -7602059.500000 Penalty: 1069.552124
	Iteration 136Q: 3 clusters Score -7602060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -7602016.500000 Penalty: 1069.552124
	Iteration 137Q: 3 clusters Score -7602016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -7602006.500000 Penalty: 1069.552124
	Iteration 138Q: 3 clusters Score -7602006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -7602012.000000 Penalty: 1069.552124
	Iteration 139Q: 3 clusters Score -7602012 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -7602000.000000 Penalty: 1069.552124
	Iteration 140F: 3 clusters Score -7602000 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -7602025.500000 Penalty: 1069.552124
	Iteration 141Q: 3 clusters Score -7602026 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -7602049.500000 Penalty: 1069.552124
	Iteration 142Q: 3 clusters Score -7602050 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7602060 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -7602047.500000 Penalty: 1069.552124
	Iteration 144Q: 3 clusters Score -7602048 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7602060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -7602055.500000 Penalty: 1069.552124
	Iteration 146Q: 3 clusters Score -7602056 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -7602059.000000 Penalty: 1069.552124
	Iteration 147Q: 3 clusters Score -7602059 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -7602052.000000 Penalty: 1069.552124
	Iteration 148Q: 3 clusters Score -7602052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -7602039.500000 Penalty: 1069.552124
	Iteration 149Q: 3 clusters Score -7602040 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -7602034.500000 Penalty: 1069.552124
	Iteration 150Q: 3 clusters Score -7602034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -7602022.500000 Penalty: 1069.552124
	Iteration 151Q: 3 clusters Score -7602022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -7602007.000000 Penalty: 1069.552124
	Iteration 152Q: 3 clusters Score -7602007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -7602011.000000 Penalty: 1069.552124
	Iteration 153Q: 3 clusters Score -7602011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -7602012.500000 Penalty: 1069.552124
	Iteration 154Q: 3 clusters Score -7602012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -7602007.500000 Penalty: 1069.552124
	Iteration 155Q: 3 clusters Score -7602008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -7602013.500000 Penalty: 1069.552124
	Iteration 156Q: 3 clusters Score -7602014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -7602013.000000 Penalty: 1069.552124
	Iteration 157Q: 3 clusters Score -7602013 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -7602007.500000 Penalty: 1069.552124
	Iteration 158Q: 3 clusters Score -7602008 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -7602011.500000 Penalty: 1069.552124
	Iteration 159Q: 3 clusters Score -7602012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -7602020.500000 Penalty: 1069.552124
	Iteration 160F: 3 clusters Score -7602020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -7602024.500000 Penalty: 1069.552124
	Iteration 161Q: 3 clusters Score -7602024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -7602026.500000 Penalty: 1069.552124
	Iteration 162Q: 3 clusters Score -7602026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -7602023.500000 Penalty: 1069.552124
	Iteration 163Q: 3 clusters Score -7602024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -7602030.500000 Penalty: 1069.552124
	Iteration 164Q: 3 clusters Score -7602030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -7602039.500000 Penalty: 1069.552124
	Iteration 165Q: 3 clusters Score -7602040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -7602035.000000 Penalty: 1069.552124
	Iteration 166Q: 3 clusters Score -7602035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7602039.000000 Penalty: 1069.552124
	Iteration 167Q: 3 clusters Score -7602039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -7602038.500000 Penalty: 1069.552124
	Iteration 168Q: 3 clusters Score -7602038 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -7602036.000000 Penalty: 1069.552124
	Iteration 169Q: 3 clusters Score -7602036 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -7602044.000000 Penalty: 1069.552124
	Iteration 170Q: 3 clusters Score -7602044 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -7602053.500000 Penalty: 1069.552124
	Iteration 171Q: 3 clusters Score -7602054 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -7602054.500000 Penalty: 1069.552124
	Iteration 172Q: 3 clusters Score -7602054 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -7602051.500000 Penalty: 1069.552124
	Iteration 173Q: 3 clusters Score -7602052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -7602059.500000 Penalty: 1069.552124
	Iteration 174Q: 3 clusters Score -7602060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -7602060.500000 Penalty: 1069.552124
	Iteration 175Q: 3 clusters Score -7602060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -7602058.000000 Penalty: 1069.552124
	Iteration 176Q: 3 clusters Score -7602058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -7602069.000000 Penalty: 1069.552124
	Iteration 177Q: 3 clusters Score -7602069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -7602070.000000 Penalty: 1069.552124
	Iteration 178Q: 3 clusters Score -7602070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -7602063.500000 Penalty: 1069.552124
	Iteration 179Q: 3 clusters Score -7602064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -7602058.500000 Penalty: 1069.552124
	Iteration 180F: 3 clusters Score -7602058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -7602056.500000 Penalty: 1069.552124
	Iteration 181Q: 3 clusters Score -7602056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -7602056.500000 Penalty: 1069.552124
	Iteration 182Q: 3 clusters Score -7602056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -7602056.000000 Penalty: 1069.552124
	Iteration 183Q: 3 clusters Score -7602056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7602054.500000 Penalty: 1069.552124
	Iteration 184Q: 3 clusters Score -7602054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -7602062.000000 Penalty: 1069.552124
	Iteration 185Q: 3 clusters Score -7602062 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7602060 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7602063 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7602060 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -7602056.500000 Penalty: 1069.552124
	Iteration 189Q: 3 clusters Score -7602056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -7602062.000000 Penalty: 1069.552124
	Iteration 190Q: 3 clusters Score -7602062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -7602061.000000 Penalty: 1069.552124
	Iteration 191Q: 3 clusters Score -7602061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -7602060.000000 Penalty: 1069.552124
	Iteration 192Q: 3 clusters Score -7602060 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -7602060.500000 Penalty: 1069.552124
	Iteration 193Q: 3 clusters Score -7602060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7602062 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7602062 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
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	Iteration 196F: 3 clusters Score -7602062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -20071.931641 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -20071.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19648.777344 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -19648.78 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19730.378906 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -19730.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19776.541016 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -19776.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19867.902344 Penalty: 538.863647
	Iteration 3F: 3 clusters Score -19867.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19961.537109 Penalty: 538.863647
	Iteration 4F: 3 clusters Score -19961.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20015.857422 Penalty: 538.863647
	Iteration 5F: 3 clusters Score -20015.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20074.080078 Penalty: 538.863647
	Iteration 6F: 3 clusters Score -20074.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20093.935547 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -20093.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -20104.076172 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -20104.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20111.082031 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -20111.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -20118.871094 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -20118.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -20123.199219 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -20123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20123.947266 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -20123.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20123.947266 Penalty: 538.863647
	Iteration 13F: 3 clusters Score -20123.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 316 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 183782 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41264 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 57 members 
Entering Unmasked Estep 
Score: -23059216.000000 Penalty: 15284.933594
Splitting cluster 2 changes total score from -23059322.000000 to -23059216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -23178.328125 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -23178.33 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 204 members 
Entering Unmasked Estep 
Score: -22771.792969 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -22771.79 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22837.820312 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -22837.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22857.105469 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -22857.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22866.787109 Penalty: 543.152405
	Iteration 3Q: 3 clusters Score -22866.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22871.287109 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -22871.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22873.814453 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -22873.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22880.486328 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -22880.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22880.714844 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -22880.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22880.714844 Penalty: 543.152405
	Iteration 8F: 3 clusters Score -22880.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7186.964844 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7186.965 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 77 members 
Entering Unmasked Estep 
Score: -6954.910156 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6954.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7000.636230 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7000.636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7044.447266 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7044.447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7080.966797 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -7080.967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7099.930176 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -7099.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7119.849609 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7119.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7135.898926 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7135.899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7147.977539 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7147.978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7149.019531 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -7149.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7149.019531 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -7149.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1795.826050 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1795.826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1826.676880 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1826.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -9505.162109 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -9505.162 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 101 members 
Entering Unmasked Estep 
Score: -9288.403320 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -9288.403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9548.732422 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -9548.732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9685.370117 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -9685.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9737.674805 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -9737.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9746.094727 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -9746.095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9749.246094 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -9749.246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9749.246094 Penalty: 487.877594
	Iteration 6F: 3 clusters Score -9749.246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 47 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 183782 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41264 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 166 members 
Entering Unmasked Estep 
Score: -23059364.000000 Penalty: 15284.933594
Splitting cluster 6 changes total score from -23059322.000000 to -23059364.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -7728.407715 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -7728.408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7484.733887 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -7484.734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7539.106934 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -7539.107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7624.343262 Penalty: 462.407776
	Iteration 2Q: 3 clusters Score -7624.343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7636.277832 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -7636.278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7645.554688 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -7645.555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7666.492188 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -7666.492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7697.089844 Penalty: 462.407776
	Iteration 6F: 3 clusters Score -7697.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7716.276855 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -7716.277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7726.217773 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -7726.218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7732.050293 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -7732.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7736.851562 Penalty: 462.407776
	Iteration 10Q: 3 clusters Score -7736.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7737.422363 Penalty: 462.407776
	Iteration 11Q: 3 clusters Score -7737.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7737.422363 Penalty: 462.407776
	Iteration 12F: 3 clusters Score -7737.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 47 members 
Mstep: Class 7 contains 63 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 183782 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41264 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 166 members 
Mstep: Class 27 contains 98 members 
Entering Unmasked Estep 
Score: -23059010.000000 Penalty: 15872.815430
Splitting cluster 7 changes total score from -23059322.000000 to -23059010.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -47994.089844 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -47994.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47235.769531 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -47235.77 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -47464.878906 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -47464.88 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -47578.613281 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -47578.61 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -47671.957031 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -47671.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -47722.785156 Penalty: 621.116882
	Iteration 4F: 3 clusters Score -47722.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -47753.109375 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -47753.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -47766.644531 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -47766.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -47780.898438 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -47780.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -47792.699219 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -47792.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -47801.578125 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -47801.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -47806.445312 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -47806.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -47816.656250 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -47816.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -47820.183594 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -47820.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -47821.527344 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -47821.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -47823.007812 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -47823.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -47824.359375 Penalty: 621.116882
	Iteration 15Q: 3 clusters Score -47824.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -47825.238281 Penalty: 621.116882
	Iteration 16Q: 3 clusters Score -47825.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -47825.332031 Penalty: 621.116882
	Iteration 17Q: 3 clusters Score -47825.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -47825.332031 Penalty: 621.116882
	Iteration 18F: 3 clusters Score -47825.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -177012.343750 Penalty: 369.242615
	Iteration 0F: 2 clusters Score -177012.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -174725.906250 Penalty: 738.485229
	Iteration 0F: 3 clusters Score -174725.9 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -175496.296875 Penalty: 738.485229
	Iteration 1F: 3 clusters Score -175496.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -175603.281250 Penalty: 738.485229
	Iteration 2F: 3 clusters Score -175603.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -175699.968750 Penalty: 738.485229
	Iteration 3F: 3 clusters Score -175700 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -175794.640625 Penalty: 738.485229
	Iteration 4F: 3 clusters Score -175794.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -175895.500000 Penalty: 738.485229
	Iteration 5F: 3 clusters Score -175895.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -176014.531250 Penalty: 738.485229
	Iteration 6F: 3 clusters Score -176014.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -176159.265625 Penalty: 738.485229
	Iteration 7F: 3 clusters Score -176159.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -176291.484375 Penalty: 738.485229
	Iteration 8Q: 3 clusters Score -176291.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -176398.093750 Penalty: 738.485229
	Iteration 9Q: 3 clusters Score -176398.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -176468.390625 Penalty: 738.485229
	Iteration 10Q: 3 clusters Score -176468.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -176561.156250 Penalty: 738.485229
	Iteration 11Q: 3 clusters Score -176561.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -176652.000000 Penalty: 738.485229
	Iteration 12Q: 3 clusters Score -176652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -176714.140625 Penalty: 738.485229
	Iteration 13Q: 3 clusters Score -176714.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -176748.656250 Penalty: 738.485229
	Iteration 14Q: 3 clusters Score -176748.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -176778.765625 Penalty: 738.485229
	Iteration 15Q: 3 clusters Score -176778.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -176801.515625 Penalty: 738.485229
	Iteration 16Q: 3 clusters Score -176801.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -176816.531250 Penalty: 738.485229
	Iteration 17Q: 3 clusters Score -176816.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -176822.687500 Penalty: 738.485229
	Iteration 18Q: 3 clusters Score -176822.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -176827.906250 Penalty: 738.485229
	Iteration 19Q: 3 clusters Score -176827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -176842.234375 Penalty: 738.485229
	Iteration 20F: 3 clusters Score -176842.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -176849.578125 Penalty: 738.485229
	Iteration 21Q: 3 clusters Score -176849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -176854.531250 Penalty: 738.485229
	Iteration 22Q: 3 clusters Score -176854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -176856.609375 Penalty: 738.485229
	Iteration 23Q: 3 clusters Score -176856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -176857.468750 Penalty: 738.485229
	Iteration 24Q: 3 clusters Score -176857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -176857.546875 Penalty: 738.485229
	Iteration 25Q: 3 clusters Score -176857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -176857.781250 Penalty: 738.485229
	Iteration 26Q: 3 clusters Score -176857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -176858.328125 Penalty: 738.485229
	Iteration 27Q: 3 clusters Score -176858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -176858.328125 Penalty: 738.485229
	Iteration 28F: 3 clusters Score -176858.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (183782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183782 members 
Entering Unmasked Estep 
Score: -10727754.000000 Penalty: 551.528503
	Iteration 0F: 2 clusters Score -1.072775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -10613375.000000 Penalty: 1103.057007
	Iteration 0F: 3 clusters Score -1.061338e+07 nChanged 90210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -10672156.000000 Penalty: 1103.057007
	Iteration 1F: 3 clusters Score -1.067216e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80188 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -10676642.000000 Penalty: 1103.057007
	Iteration 2F: 3 clusters Score -1.067664e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -10682299.000000 Penalty: 1103.057007
	Iteration 3F: 3 clusters Score -1.06823e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 116739 members 
Entering Unmasked Estep 
Score: -10688783.000000 Penalty: 1103.057007
	Iteration 4F: 3 clusters Score -1.068878e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 124972 members 
Entering Unmasked Estep 
Score: -10696509.000000 Penalty: 1103.057007
	Iteration 5F: 3 clusters Score -1.069651e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 133420 members 
Entering Unmasked Estep 
Score: -10704368.000000 Penalty: 1103.057007
	Iteration 6F: 3 clusters Score -1.070437e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 142244 members 
Entering Unmasked Estep 
Score: -10711724.000000 Penalty: 1103.057007
	Iteration 7F: 3 clusters Score -1.071172e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 151209 members 
Entering Unmasked Estep 
Score: -10716681.000000 Penalty: 1103.057007
	Iteration 8Q: 3 clusters Score -1.071668e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 159591 members 
Entering Unmasked Estep 
Score: -10720068.000000 Penalty: 1103.057007
	Iteration 9Q: 3 clusters Score -1.072007e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -10722874.000000 Penalty: 1103.057007
	Iteration 10Q: 3 clusters Score -1.072287e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 173302 members 
Entering Unmasked Estep 
Score: -10725013.000000 Penalty: 1103.057007
	Iteration 11Q: 3 clusters Score -1.072501e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 177465 members 
Entering Unmasked Estep 
Score: -10726370.000000 Penalty: 1103.057007
	Iteration 12Q: 3 clusters Score -1.072637e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 179993 members 
Entering Unmasked Estep 
Score: -10727054.000000 Penalty: 1103.057007
	Iteration 13Q: 3 clusters Score -1.072705e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 181518 members 
Entering Unmasked Estep 
Score: -10727370.000000 Penalty: 1103.057007
	Iteration 14Q: 3 clusters Score -1.072737e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 182417 members 
Entering Unmasked Estep 
Score: -10727441.000000 Penalty: 1103.057007
	Iteration 15Q: 3 clusters Score -1.072744e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 182940 members 
Entering Unmasked Estep 
Score: -10727394.000000 Penalty: 1103.057007
	Iteration 16Q: 3 clusters Score -1.072739e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 183255 members 
Entering Unmasked Estep 
Score: -10727368.000000 Penalty: 1103.057007
	Iteration 17Q: 3 clusters Score -1.072737e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 183444 members 
Entering Unmasked Estep 
Score: -10727361.000000 Penalty: 1103.057007
	Iteration 18Q: 3 clusters Score -1.072736e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 183544 members 
Entering Unmasked Estep 
Score: -10727368.000000 Penalty: 1103.057007
	Iteration 19Q: 3 clusters Score -1.072737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183592 members 
Entering Unmasked Estep 
Score: -10727372.000000 Penalty: 1103.057007
	Iteration 20F: 3 clusters Score -1.072737e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183621 members 
Entering Unmasked Estep 
Score: -10727398.000000 Penalty: 1103.057007
	Iteration 21Q: 3 clusters Score -1.07274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 183636 members 
Entering Unmasked Estep 
Score: -10727402.000000 Penalty: 1103.057007
	Iteration 22Q: 3 clusters Score -1.07274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183654 members 
Entering Unmasked Estep 
Score: -10727385.000000 Penalty: 1103.057007
	Iteration 23Q: 3 clusters Score -1.072738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183659 members 
Entering Unmasked Estep 
Score: -10727406.000000 Penalty: 1103.057007
	Iteration 24Q: 3 clusters Score -1.072741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -10727409.000000 Penalty: 1103.057007
	Iteration 25Q: 3 clusters Score -1.072741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 183666 members 
Entering Unmasked Estep 
Score: -10727420.000000 Penalty: 1103.057007
	Iteration 26Q: 3 clusters Score -1.072742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 183668 members 
Entering Unmasked Estep 
Score: -10727418.000000 Penalty: 1103.057007
	Iteration 27Q: 3 clusters Score -1.072742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 183668 members 
Entering Unmasked Estep 
Score: -10727419.000000 Penalty: 1103.057007
	Iteration 28Q: 3 clusters Score -1.072742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -10727415.000000 Penalty: 1103.057007
	Iteration 29Q: 3 clusters Score -1.072742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -10727419.000000 Penalty: 1103.057007
	Iteration 30Q: 3 clusters Score -1.072742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -10727419.000000 Penalty: 1103.057007
	Iteration 31F: 3 clusters Score -1.072742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58081.949219 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58081.95 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58335.257812 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58335.26 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -58396.648438 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58396.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58476.937500 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58476.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58574.039062 Penalty: 633.650269
	Iteration 4F: 3 clusters Score -58574.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58631.578125 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -58631.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58663.167969 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -58663.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58692.714844 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58692.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58727.953125 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58727.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58777.246094 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58777.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58826.968750 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58826.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58893.902344 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58893.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58949.476562 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58949.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -58976.933594 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58976.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58986.851562 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -58986.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58989.156250 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -58989.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58990.242188 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -58990.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58990.761719 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -58990.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58991.113281 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -58991.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58991.816406 Penalty: 633.650269
	Iteration 19F: 3 clusters Score -58991.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -58993.273438 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -58993.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 47 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 183782 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41264 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 166 members 
Mstep: Class 27 contains 505 members 
Entering Unmasked Estep 
Score: -23059132.000000 Penalty: 15872.815430
Splitting cluster 11 changes total score from -23059322.000000 to -23059132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -78780.492188 Penalty: 331.051849
	Iteration 0F: 2 clusters Score -78780.49 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 702 members 
Entering Unmasked Estep 
Score: -77677.234375 Penalty: 662.103699
	Iteration 0F: 3 clusters Score -77677.23 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78021.351562 Penalty: 662.103699
	Iteration 1F: 3 clusters Score -78021.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -78072.929688 Penalty: 662.103699
	Iteration 2F: 3 clusters Score -78072.93 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -78127.164062 Penalty: 662.103699
	Iteration 3F: 3 clusters Score -78127.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -78161.187500 Penalty: 662.103699
	Iteration 4Q: 3 clusters Score -78161.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78182.117188 Penalty: 662.103699
	Iteration 5Q: 3 clusters Score -78182.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -78207.101562 Penalty: 662.103699
	Iteration 6Q: 3 clusters Score -78207.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78233.734375 Penalty: 662.103699
	Iteration 7Q: 3 clusters Score -78233.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78254.367188 Penalty: 662.103699
	Iteration 8Q: 3 clusters Score -78254.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78272.976562 Penalty: 662.103699
	Iteration 9Q: 3 clusters Score -78272.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78290.234375 Penalty: 662.103699
	Iteration 10Q: 3 clusters Score -78290.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78315.515625 Penalty: 662.103699
	Iteration 11Q: 3 clusters Score -78315.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78336.742188 Penalty: 662.103699
	Iteration 12Q: 3 clusters Score -78336.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78369.789062 Penalty: 662.103699
	Iteration 13Q: 3 clusters Score -78369.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78401.296875 Penalty: 662.103699
	Iteration 14Q: 3 clusters Score -78401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78415.359375 Penalty: 662.103699
	Iteration 15Q: 3 clusters Score -78415.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78433.820312 Penalty: 662.103699
	Iteration 16Q: 3 clusters Score -78433.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -78449.367188 Penalty: 662.103699
	Iteration 17Q: 3 clusters Score -78449.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78456.187500 Penalty: 662.103699
	Iteration 18Q: 3 clusters Score -78456.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78460.953125 Penalty: 662.103699
	Iteration 19Q: 3 clusters Score -78460.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -78465.484375 Penalty: 662.103699
	Iteration 20F: 3 clusters Score -78465.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -78472.742188 Penalty: 662.103699
	Iteration 21Q: 3 clusters Score -78472.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78479.398438 Penalty: 662.103699
	Iteration 22Q: 3 clusters Score -78479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -78480.117188 Penalty: 662.103699
	Iteration 23Q: 3 clusters Score -78480.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -78482.367188 Penalty: 662.103699
	Iteration 24Q: 3 clusters Score -78482.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -78489.859375 Penalty: 662.103699
	Iteration 25Q: 3 clusters Score -78489.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -78495.023438 Penalty: 662.103699
	Iteration 26Q: 3 clusters Score -78495.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -78499.804688 Penalty: 662.103699
	Iteration 27Q: 3 clusters Score -78499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -78506.851562 Penalty: 662.103699
	Iteration 28Q: 3 clusters Score -78506.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -78512.445312 Penalty: 662.103699
	Iteration 29Q: 3 clusters Score -78512.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -78515.875000 Penalty: 662.103699
	Iteration 30Q: 3 clusters Score -78515.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -78519.000000 Penalty: 662.103699
	Iteration 31Q: 3 clusters Score -78519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -78520.546875 Penalty: 662.103699
	Iteration 32Q: 3 clusters Score -78520.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -78523.609375 Penalty: 662.103699
	Iteration 33Q: 3 clusters Score -78523.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -78525.351562 Penalty: 662.103699
	Iteration 34Q: 3 clusters Score -78525.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -78525.648438 Penalty: 662.103699
	Iteration 35Q: 3 clusters Score -78525.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -78526.164062 Penalty: 662.103699
	Iteration 36Q: 3 clusters Score -78526.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -78526.164062 Penalty: 662.103699
	Iteration 37F: 3 clusters Score -78526.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -86860.093750 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86860.09 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -87239.984375 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87239.98 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -87295.078125 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87295.08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -87349.890625 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87349.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -87383.359375 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -87383.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -87416.968750 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -87416.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -87443.171875 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87443.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -87471.234375 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87471.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -87489.445312 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87489.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -87501.539062 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87501.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -87510.250000 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87510.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -87519.914062 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87519.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -87527.773438 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87527.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -87535.953125 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87535.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -87550.945312 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87550.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -87566.695312 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87566.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -87584.484375 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87584.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -87591.203125 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -87593.804688 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87596.132812 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87596.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87598.390625 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87598.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -87599.226562 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87599.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -87599.789062 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -87599.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87600.531250 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -87600.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -87600.789062 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -87600.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87600.750000 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -87600.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87600.835938 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -87600.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87600.835938 Penalty: 670.058411
	Iteration 27F: 3 clusters Score -87600.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Entering Unmasked Estep 
Score: -2303583.000000 Penalty: 483.562439
	Iteration 0F: 2 clusters Score -2303583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2275905.250000 Penalty: 967.124878
	Iteration 0F: 3 clusters Score -2275905 nChanged 19910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2288600.000000 Penalty: 967.124878
	Iteration 1F: 3 clusters Score -2288600 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2289870.250000 Penalty: 967.124878
	Iteration 2F: 3 clusters Score -2289870 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2291610.750000 Penalty: 967.124878
	Iteration 3F: 3 clusters Score -2291611 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2293844.750000 Penalty: 967.124878
	Iteration 4F: 3 clusters Score -2293845 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2296413.250000 Penalty: 967.124878
	Iteration 5F: 3 clusters Score -2296413 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2299104.500000 Penalty: 967.124878
	Iteration 6F: 3 clusters Score -2299104 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2301506.750000 Penalty: 967.124878
	Iteration 7F: 3 clusters Score -2301507 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2302790.250000 Penalty: 967.124878
	Iteration 8Q: 3 clusters Score -2302790 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2303137.000000 Penalty: 967.124878
	Iteration 9Q: 3 clusters Score -2303137 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2303226.000000 Penalty: 967.124878
	Iteration 10Q: 3 clusters Score -2303226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2303248.000000 Penalty: 967.124878
	Iteration 11Q: 3 clusters Score -2303248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2303267.000000 Penalty: 967.124878
	Iteration 12Q: 3 clusters Score -2303267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2303273.750000 Penalty: 967.124878
	Iteration 13Q: 3 clusters Score -2303274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2303278.000000 Penalty: 967.124878
	Iteration 14Q: 3 clusters Score -2303278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2303278.250000 Penalty: 967.124878
	Iteration 15Q: 3 clusters Score -2303278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2303279.250000 Penalty: 967.124878
	Iteration 16Q: 3 clusters Score -2303279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2303281.000000 Penalty: 967.124878
	Iteration 17Q: 3 clusters Score -2303281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2303283.000000 Penalty: 967.124878
	Iteration 18Q: 3 clusters Score -2303283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2303286.500000 Penalty: 967.124878
	Iteration 19Q: 3 clusters Score -2303286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2303286.500000 Penalty: 967.124878
	Iteration 20F: 3 clusters Score -2303286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Entering Unmasked Estep 
Score: -202274.953125 Penalty: 372.153595
	Iteration 0F: 2 clusters Score -202275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -199859.921875 Penalty: 744.307190
	Iteration 0F: 3 clusters Score -199859.9 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -200682.812500 Penalty: 744.307190
	Iteration 1F: 3 clusters Score -200682.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -200759.265625 Penalty: 744.307190
	Iteration 2F: 3 clusters Score -200759.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -200826.671875 Penalty: 744.307190
	Iteration 3Q: 3 clusters Score -200826.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -200904.140625 Penalty: 744.307190
	Iteration 4Q: 3 clusters Score -200904.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -200983.968750 Penalty: 744.307190
	Iteration 5Q: 3 clusters Score -200984 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -201077.953125 Penalty: 744.307190
	Iteration 6Q: 3 clusters Score -201078 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -201193.015625 Penalty: 744.307190
	Iteration 7Q: 3 clusters Score -201193 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -201334.593750 Penalty: 744.307190
	Iteration 8Q: 3 clusters Score -201334.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -201471.812500 Penalty: 744.307190
	Iteration 9Q: 3 clusters Score -201471.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -201593.671875 Penalty: 744.307190
	Iteration 10Q: 3 clusters Score -201593.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -201686.968750 Penalty: 744.307190
	Iteration 11Q: 3 clusters Score -201687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -201766.500000 Penalty: 744.307190
	Iteration 12Q: 3 clusters Score -201766.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -201826.687500 Penalty: 744.307190
	Iteration 13Q: 3 clusters Score -201826.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -201858.375000 Penalty: 744.307190
	Iteration 14Q: 3 clusters Score -201858.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -201883.484375 Penalty: 744.307190
	Iteration 15Q: 3 clusters Score -201883.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -201900.750000 Penalty: 744.307190
	Iteration 16Q: 3 clusters Score -201900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -201912.921875 Penalty: 744.307190
	Iteration 17Q: 3 clusters Score -201912.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -201921.890625 Penalty: 744.307190
	Iteration 18Q: 3 clusters Score -201921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -201928.546875 Penalty: 744.307190
	Iteration 19Q: 3 clusters Score -201928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -201936.390625 Penalty: 744.307190
	Iteration 20F: 3 clusters Score -201936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -201945.656250 Penalty: 744.307190
	Iteration 21Q: 3 clusters Score -201945.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -201958.312500 Penalty: 744.307190
	Iteration 22Q: 3 clusters Score -201958.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -201964.468750 Penalty: 744.307190
	Iteration 23Q: 3 clusters Score -201964.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -201970.125000 Penalty: 744.307190
	Iteration 24Q: 3 clusters Score -201970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -201974.703125 Penalty: 744.307190
	Iteration 25Q: 3 clusters Score -201974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -201978.031250 Penalty: 744.307190
	Iteration 26Q: 3 clusters Score -201978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -201979.031250 Penalty: 744.307190
	Iteration 27Q: 3 clusters Score -201979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -201979.734375 Penalty: 744.307190
	Iteration 28Q: 3 clusters Score -201979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -201979.859375 Penalty: 744.307190
	Iteration 29Q: 3 clusters Score -201979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -201979.859375 Penalty: 744.307190
	Iteration 30F: 3 clusters Score -201979.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -13439.135742 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -13439.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13155.932617 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -13155.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13298.880859 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -13298.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13367.252930 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -13367.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13392.207031 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -13392.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13410.340820 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -13410.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13420.830078 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -13420.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13423.847656 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -13423.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13427.558594 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -13427.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13428.166016 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -13428.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13428.166016 Penalty: 509.792816
	Iteration 9F: 3 clusters Score -13428.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -50708.761719 Penalty: 307.015198
	Iteration 0F: 2 clusters Score -50708.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50002.882812 Penalty: 614.030396
	Iteration 0F: 3 clusters Score -50002.88 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -50219.871094 Penalty: 614.030396
	Iteration 1F: 3 clusters Score -50219.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50285.371094 Penalty: 614.030396
	Iteration 2F: 3 clusters Score -50285.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50342.582031 Penalty: 614.030396
	Iteration 3F: 3 clusters Score -50342.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50385.066406 Penalty: 614.030396
	Iteration 4Q: 3 clusters Score -50385.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -50411.507812 Penalty: 614.030396
	Iteration 5F: 3 clusters Score -50411.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -50436.937500 Penalty: 614.030396
	Iteration 6Q: 3 clusters Score -50436.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -50469.976562 Penalty: 614.030396
	Iteration 7Q: 3 clusters Score -50469.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -50496.636719 Penalty: 614.030396
	Iteration 8Q: 3 clusters Score -50496.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -50522.812500 Penalty: 614.030396
	Iteration 9Q: 3 clusters Score -50522.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -50543.605469 Penalty: 614.030396
	Iteration 10Q: 3 clusters Score -50543.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -50565.632812 Penalty: 614.030396
	Iteration 11Q: 3 clusters Score -50565.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -50591.019531 Penalty: 614.030396
	Iteration 12Q: 3 clusters Score -50591.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -50603.410156 Penalty: 614.030396
	Iteration 13Q: 3 clusters Score -50603.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -50607.867188 Penalty: 614.030396
	Iteration 14Q: 3 clusters Score -50607.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -50611.320312 Penalty: 614.030396
	Iteration 15Q: 3 clusters Score -50611.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -50613.156250 Penalty: 614.030396
	Iteration 16Q: 3 clusters Score -50613.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -50615.519531 Penalty: 614.030396
	Iteration 17Q: 3 clusters Score -50615.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -50616.609375 Penalty: 614.030396
	Iteration 18Q: 3 clusters Score -50616.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -50616.988281 Penalty: 614.030396
	Iteration 19Q: 3 clusters Score -50616.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -50617.175781 Penalty: 614.030396
	Iteration 20F: 3 clusters Score -50617.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -300329.156250 Penalty: 386.492218
	Iteration 0F: 2 clusters Score -300329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -297084.343750 Penalty: 772.984436
	Iteration 0F: 3 clusters Score -297084.3 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -298338.312500 Penalty: 772.984436
	Iteration 1F: 3 clusters Score -298338.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -298530.375000 Penalty: 772.984436
	Iteration 2F: 3 clusters Score -298530.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -298707.437500 Penalty: 772.984436
	Iteration 3F: 3 clusters Score -298707.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -298862.093750 Penalty: 772.984436
	Iteration 4F: 3 clusters Score -298862.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -299003.062500 Penalty: 772.984436
	Iteration 5Q: 3 clusters Score -299003.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -299154.750000 Penalty: 772.984436
	Iteration 6Q: 3 clusters Score -299154.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -299281.843750 Penalty: 772.984436
	Iteration 7Q: 3 clusters Score -299281.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -299366.500000 Penalty: 772.984436
	Iteration 8Q: 3 clusters Score -299366.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -299427.781250 Penalty: 772.984436
	Iteration 9Q: 3 clusters Score -299427.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -299477.187500 Penalty: 772.984436
	Iteration 10Q: 3 clusters Score -299477.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -299526.343750 Penalty: 772.984436
	Iteration 11Q: 3 clusters Score -299526.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -299570.812500 Penalty: 772.984436
	Iteration 12Q: 3 clusters Score -299570.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -299619.187500 Penalty: 772.984436
	Iteration 13Q: 3 clusters Score -299619.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -299655.250000 Penalty: 772.984436
	Iteration 14Q: 3 clusters Score -299655.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -299687.437500 Penalty: 772.984436
	Iteration 15Q: 3 clusters Score -299687.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -299732.312500 Penalty: 772.984436
	Iteration 16Q: 3 clusters Score -299732.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -299770.031250 Penalty: 772.984436
	Iteration 17Q: 3 clusters Score -299770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -299801.000000 Penalty: 772.984436
	Iteration 18Q: 3 clusters Score -299801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -299823.500000 Penalty: 772.984436
	Iteration 19Q: 3 clusters Score -299823.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -299843.875000 Penalty: 772.984436
	Iteration 20F: 3 clusters Score -299843.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -299865.656250 Penalty: 772.984436
	Iteration 21Q: 3 clusters Score -299865.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -299885.687500 Penalty: 772.984436
	Iteration 22Q: 3 clusters Score -299885.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -299903.312500 Penalty: 772.984436
	Iteration 23Q: 3 clusters Score -299903.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -299917.437500 Penalty: 772.984436
	Iteration 24Q: 3 clusters Score -299917.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -299932.656250 Penalty: 772.984436
	Iteration 25Q: 3 clusters Score -299932.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -299943.906250 Penalty: 772.984436
	Iteration 26Q: 3 clusters Score -299943.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -299959.187500 Penalty: 772.984436
	Iteration 27Q: 3 clusters Score -299959.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -299969.562500 Penalty: 772.984436
	Iteration 28Q: 3 clusters Score -299969.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -299976.625000 Penalty: 772.984436
	Iteration 29Q: 3 clusters Score -299976.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -299982.812500 Penalty: 772.984436
	Iteration 30Q: 3 clusters Score -299982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -299989.187500 Penalty: 772.984436
	Iteration 31Q: 3 clusters Score -299989.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -299999.000000 Penalty: 772.984436
	Iteration 32Q: 3 clusters Score -299999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -300006.718750 Penalty: 772.984436
	Iteration 33Q: 3 clusters Score -300006.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -300008.343750 Penalty: 772.984436
	Iteration 34Q: 3 clusters Score -300008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -300010.343750 Penalty: 772.984436
	Iteration 35Q: 3 clusters Score -300010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -300010.593750 Penalty: 772.984436
	Iteration 36Q: 3 clusters Score -300010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -300010.593750 Penalty: 772.984436
	Iteration 37F: 3 clusters Score -300010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Entering Unmasked Estep 
Score: -969414.187500 Penalty: 442.708069
	Iteration 0F: 2 clusters Score -969414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -958231.375000 Penalty: 885.416138
	Iteration 0F: 3 clusters Score -958231.4 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -963431.000000 Penalty: 885.416138
	Iteration 1F: 3 clusters Score -963431 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -964148.062500 Penalty: 885.416138
	Iteration 2F: 3 clusters Score -964148.1 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -965045.125000 Penalty: 885.416138
	Iteration 3F: 3 clusters Score -965045.1 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -965825.500000 Penalty: 885.416138
	Iteration 4F: 3 clusters Score -965825.5 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -966387.375000 Penalty: 885.416138
	Iteration 5F: 3 clusters Score -966387.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -966712.687500 Penalty: 885.416138
	Iteration 6Q: 3 clusters Score -966712.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -966871.062500 Penalty: 885.416138
	Iteration 7Q: 3 clusters Score -966871.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -966955.250000 Penalty: 885.416138
	Iteration 8Q: 3 clusters Score -966955.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -967010.562500 Penalty: 885.416138
	Iteration 9Q: 3 clusters Score -967010.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -967036.750000 Penalty: 885.416138
	Iteration 10Q: 3 clusters Score -967036.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -967059.937500 Penalty: 885.416138
	Iteration 11Q: 3 clusters Score -967059.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -967072.437500 Penalty: 885.416138
	Iteration 12Q: 3 clusters Score -967072.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -967088.687500 Penalty: 885.416138
	Iteration 13Q: 3 clusters Score -967088.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -967101.250000 Penalty: 885.416138
	Iteration 14Q: 3 clusters Score -967101.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -967116.125000 Penalty: 885.416138
	Iteration 15Q: 3 clusters Score -967116.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -967122.687500 Penalty: 885.416138
	Iteration 16Q: 3 clusters Score -967122.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -967128.812500 Penalty: 885.416138
	Iteration 17Q: 3 clusters Score -967128.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -967135.437500 Penalty: 885.416138
	Iteration 18Q: 3 clusters Score -967135.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -967144.375000 Penalty: 885.416138
	Iteration 19Q: 3 clusters Score -967144.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -967153.062500 Penalty: 885.416138
	Iteration 20F: 3 clusters Score -967153.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -967158.437500 Penalty: 885.416138
	Iteration 21Q: 3 clusters Score -967158.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -967164.125000 Penalty: 885.416138
	Iteration 22Q: 3 clusters Score -967164.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -967167.187500 Penalty: 885.416138
	Iteration 23Q: 3 clusters Score -967167.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -967175.937500 Penalty: 885.416138
	Iteration 24Q: 3 clusters Score -967175.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -967181.187500 Penalty: 885.416138
	Iteration 25Q: 3 clusters Score -967181.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -967184.937500 Penalty: 885.416138
	Iteration 26Q: 3 clusters Score -967184.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -967190.062500 Penalty: 885.416138
	Iteration 27Q: 3 clusters Score -967190.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -967193.937500 Penalty: 885.416138
	Iteration 28Q: 3 clusters Score -967193.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -967197.937500 Penalty: 885.416138
	Iteration 29Q: 3 clusters Score -967197.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -967202.437500 Penalty: 885.416138
	Iteration 30Q: 3 clusters Score -967202.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -967208.500000 Penalty: 885.416138
	Iteration 31Q: 3 clusters Score -967208.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -967214.187500 Penalty: 885.416138
	Iteration 32Q: 3 clusters Score -967214.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -967218.937500 Penalty: 885.416138
	Iteration 33Q: 3 clusters Score -967218.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -967234.062500 Penalty: 885.416138
	Iteration 34Q: 3 clusters Score -967234.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -967240.750000 Penalty: 885.416138
	Iteration 35Q: 3 clusters Score -967240.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -967251.500000 Penalty: 885.416138
	Iteration 36Q: 3 clusters Score -967251.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -967258.625000 Penalty: 885.416138
	Iteration 37Q: 3 clusters Score -967258.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -967269.125000 Penalty: 885.416138
	Iteration 38Q: 3 clusters Score -967269.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -967281.687500 Penalty: 885.416138
	Iteration 39Q: 3 clusters Score -967281.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -967301.000000 Penalty: 885.416138
	Iteration 40F: 3 clusters Score -967301 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -967314.812500 Penalty: 885.416138
	Iteration 41Q: 3 clusters Score -967314.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -967332.500000 Penalty: 885.416138
	Iteration 42Q: 3 clusters Score -967332.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -967357.125000 Penalty: 885.416138
	Iteration 43Q: 3 clusters Score -967357.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -967384.750000 Penalty: 885.416138
	Iteration 44Q: 3 clusters Score -967384.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -967407.687500 Penalty: 885.416138
	Iteration 45Q: 3 clusters Score -967407.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -967434.250000 Penalty: 885.416138
	Iteration 46Q: 3 clusters Score -967434.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -967465.937500 Penalty: 885.416138
	Iteration 47Q: 3 clusters Score -967465.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -967486.937500 Penalty: 885.416138
	Iteration 48Q: 3 clusters Score -967486.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -967519.812500 Penalty: 885.416138
	Iteration 49Q: 3 clusters Score -967519.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -967555.437500 Penalty: 885.416138
	Iteration 50Q: 3 clusters Score -967555.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -967588.187500 Penalty: 885.416138
	Iteration 51Q: 3 clusters Score -967588.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -967629.875000 Penalty: 885.416138
	Iteration 52Q: 3 clusters Score -967629.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -967675.125000 Penalty: 885.416138
	Iteration 53Q: 3 clusters Score -967675.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -967727.812500 Penalty: 885.416138
	Iteration 54Q: 3 clusters Score -967727.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -967774.437500 Penalty: 885.416138
	Iteration 55Q: 3 clusters Score -967774.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -967824.312500 Penalty: 885.416138
	Iteration 56Q: 3 clusters Score -967824.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -967872.562500 Penalty: 885.416138
	Iteration 57Q: 3 clusters Score -967872.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -967926.500000 Penalty: 885.416138
	Iteration 58Q: 3 clusters Score -967926.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -967987.062500 Penalty: 885.416138
	Iteration 59Q: 3 clusters Score -967987.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -968053.562500 Penalty: 885.416138
	Iteration 60F: 3 clusters Score -968053.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -968129.500000 Penalty: 885.416138
	Iteration 61Q: 3 clusters Score -968129.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -968203.750000 Penalty: 885.416138
	Iteration 62Q: 3 clusters Score -968203.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -968290.250000 Penalty: 885.416138
	Iteration 63Q: 3 clusters Score -968290.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -968381.250000 Penalty: 885.416138
	Iteration 64Q: 3 clusters Score -968381.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -968460.937500 Penalty: 885.416138
	Iteration 65Q: 3 clusters Score -968460.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -968527.187500 Penalty: 885.416138
	Iteration 66Q: 3 clusters Score -968527.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -968587.000000 Penalty: 885.416138
	Iteration 67Q: 3 clusters Score -968587 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -968642.625000 Penalty: 885.416138
	Iteration 68Q: 3 clusters Score -968642.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -968708.250000 Penalty: 885.416138
	Iteration 69Q: 3 clusters Score -968708.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -968759.062500 Penalty: 885.416138
	Iteration 70Q: 3 clusters Score -968759.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -968795.187500 Penalty: 885.416138
	Iteration 71Q: 3 clusters Score -968795.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -968842.312500 Penalty: 885.416138
	Iteration 72Q: 3 clusters Score -968842.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -968880.312500 Penalty: 885.416138
	Iteration 73Q: 3 clusters Score -968880.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -968899.375000 Penalty: 885.416138
	Iteration 74Q: 3 clusters Score -968899.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -968920.375000 Penalty: 885.416138
	Iteration 75Q: 3 clusters Score -968920.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -968939.812500 Penalty: 885.416138
	Iteration 76Q: 3 clusters Score -968939.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -968955.250000 Penalty: 885.416138
	Iteration 77Q: 3 clusters Score -968955.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -968976.000000 Penalty: 885.416138
	Iteration 78Q: 3 clusters Score -968976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -968995.937500 Penalty: 885.416138
	Iteration 79Q: 3 clusters Score -968995.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -969004.125000 Penalty: 885.416138
	Iteration 80F: 3 clusters Score -969004.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -969011.062500 Penalty: 885.416138
	Iteration 81Q: 3 clusters Score -969011.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -969021.625000 Penalty: 885.416138
	Iteration 82Q: 3 clusters Score -969021.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -969029.250000 Penalty: 885.416138
	Iteration 83Q: 3 clusters Score -969029.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -969035.875000 Penalty: 885.416138
	Iteration 84Q: 3 clusters Score -969035.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -969046.750000 Penalty: 885.416138
	Iteration 85Q: 3 clusters Score -969046.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -969056.062500 Penalty: 885.416138
	Iteration 86Q: 3 clusters Score -969056.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -969061.250000 Penalty: 885.416138
	Iteration 87Q: 3 clusters Score -969061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -969068.437500 Penalty: 885.416138
	Iteration 88Q: 3 clusters Score -969068.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -969072.625000 Penalty: 885.416138
	Iteration 89Q: 3 clusters Score -969072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -969075.312500 Penalty: 885.416138
	Iteration 90Q: 3 clusters Score -969075.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -969075.187500 Penalty: 885.416138
	Iteration 91Q: 3 clusters Score -969075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -969076.812500 Penalty: 885.416138
	Iteration 92Q: 3 clusters Score -969076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -969079.375000 Penalty: 885.416138
	Iteration 93Q: 3 clusters Score -969079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -969080.187500 Penalty: 885.416138
	Iteration 94Q: 3 clusters Score -969080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -969079.937500 Penalty: 885.416138
	Iteration 95Q: 3 clusters Score -969079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -969080.125000 Penalty: 885.416138
	Iteration 96Q: 3 clusters Score -969080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -969081.812500 Penalty: 885.416138
	Iteration 97Q: 3 clusters Score -969081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -969082.750000 Penalty: 885.416138
	Iteration 98Q: 3 clusters Score -969082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -969082.625000 Penalty: 885.416138
	Iteration 99Q: 3 clusters Score -969082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -969082.750000 Penalty: 885.416138
	Iteration 100F: 3 clusters Score -969082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -969083.562500 Penalty: 885.416138
	Iteration 101Q: 3 clusters Score -969083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -969083.187500 Penalty: 885.416138
	Iteration 102Q: 3 clusters Score -969083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -969083.875000 Penalty: 885.416138
	Iteration 103Q: 3 clusters Score -969083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -969085.687500 Penalty: 885.416138
	Iteration 104Q: 3 clusters Score -969085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -969087.250000 Penalty: 885.416138
	Iteration 105Q: 3 clusters Score -969087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -969087.250000 Penalty: 885.416138
	Iteration 106Q: 3 clusters Score -969087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -969087.125000 Penalty: 885.416138
	Iteration 107Q: 3 clusters Score -969087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -969085.687500 Penalty: 885.416138
	Iteration 108Q: 3 clusters Score -969085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -969086.125000 Penalty: 885.416138
	Iteration 109Q: 3 clusters Score -969086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -969086.687500 Penalty: 885.416138
	Iteration 110Q: 3 clusters Score -969086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -969087.500000 Penalty: 885.416138
	Iteration 111Q: 3 clusters Score -969087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -969088.312500 Penalty: 885.416138
	Iteration 112Q: 3 clusters Score -969088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -969087.125000 Penalty: 885.416138
	Iteration 113Q: 3 clusters Score -969087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -969087.125000 Penalty: 885.416138
	Iteration 114Q: 3 clusters Score -969087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -969087.125000 Penalty: 885.416138
	Iteration 115F: 3 clusters Score -969087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Entering Unmasked Estep 
Score: -337026.625000 Penalty: 397.253784
	Iteration 0F: 2 clusters Score -337026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -332779.906250 Penalty: 794.507568
	Iteration 0F: 3 clusters Score -332779.9 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -334594.218750 Penalty: 794.507568
	Iteration 1F: 3 clusters Score -334594.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -334833.281250 Penalty: 794.507568
	Iteration 2F: 3 clusters Score -334833.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -335071.343750 Penalty: 794.507568
	Iteration 3F: 3 clusters Score -335071.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -335357.187500 Penalty: 794.507568
	Iteration 4F: 3 clusters Score -335357.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -335656.343750 Penalty: 794.507568
	Iteration 5F: 3 clusters Score -335656.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -335923.093750 Penalty: 794.507568
	Iteration 6F: 3 clusters Score -335923.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -336123.312500 Penalty: 794.507568
	Iteration 7Q: 3 clusters Score -336123.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -336284.343750 Penalty: 794.507568
	Iteration 8Q: 3 clusters Score -336284.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -336391.156250 Penalty: 794.507568
	Iteration 9Q: 3 clusters Score -336391.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -336479.593750 Penalty: 794.507568
	Iteration 10Q: 3 clusters Score -336479.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -336588.031250 Penalty: 794.507568
	Iteration 11Q: 3 clusters Score -336588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -336664.468750 Penalty: 794.507568
	Iteration 12Q: 3 clusters Score -336664.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -336747.062500 Penalty: 794.507568
	Iteration 13Q: 3 clusters Score -336747.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -336785.312500 Penalty: 794.507568
	Iteration 14Q: 3 clusters Score -336785.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -336807.437500 Penalty: 794.507568
	Iteration 15Q: 3 clusters Score -336807.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -336823.750000 Penalty: 794.507568
	Iteration 16Q: 3 clusters Score -336823.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -336832.031250 Penalty: 794.507568
	Iteration 17Q: 3 clusters Score -336832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -336835.062500 Penalty: 794.507568
	Iteration 18Q: 3 clusters Score -336835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -336837.093750 Penalty: 794.507568
	Iteration 19Q: 3 clusters Score -336837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -336837.156250 Penalty: 794.507568
	Iteration 20F: 3 clusters Score -336837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -336838.281250 Penalty: 794.507568
	Iteration 21Q: 3 clusters Score -336838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -336837.468750 Penalty: 794.507568
	Iteration 22Q: 3 clusters Score -336837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -336838.406250 Penalty: 794.507568
	Iteration 23Q: 3 clusters Score -336838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -336838.343750 Penalty: 794.507568
	Iteration 24Q: 3 clusters Score -336838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -336839.312500 Penalty: 794.507568
	Iteration 25Q: 3 clusters Score -336839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -336839.062500 Penalty: 794.507568
	Iteration 26Q: 3 clusters Score -336839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -336839.468750 Penalty: 794.507568
	Iteration 27Q: 3 clusters Score -336839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -336839.437500 Penalty: 794.507568
	Iteration 28Q: 3 clusters Score -336839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -336839.812500 Penalty: 794.507568
	Iteration 29Q: 3 clusters Score -336839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -336839.875000 Penalty: 794.507568
	Iteration 30Q: 3 clusters Score -336839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -336839.875000 Penalty: 794.507568
	Iteration 31F: 3 clusters Score -336839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 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 955 members 
Entering Unmasked Estep 
Score: -106130.257812 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106130.3 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -106532.656250 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106532.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -106636.187500 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106636.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -106737.046875 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -106830.242188 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -106830.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -106893.187500 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -106893.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -106945.898438 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -106945.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -107000.179688 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107000.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -107045.210938 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107045.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -107069.898438 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107069.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -107095.226562 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107095.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -107117.460938 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107117.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -107154.625000 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107154.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -107215.710938 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107215.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -107322.710938 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107322.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -107422.625000 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107422.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -107459.953125 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -107475.984375 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -107480.265625 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -107484.914062 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -107488.953125 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -107491.406250 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -107491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -107493.500000 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -107493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -107494.562500 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -107494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -107494.781250 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -107494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -107494.781250 Penalty: 687.634949
	Iteration 25F: 3 clusters Score -107494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 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 409 members 
Entering Unmasked Estep 
Score: -45235.472656 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45235.47 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45426.640625 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45426.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45469.160156 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45469.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45491.988281 Penalty: 609.654541
	Iteration 3Q: 3 clusters Score -45491.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45507.058594 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45507.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45517.644531 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45517.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45527.007812 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45527.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45534.414062 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45534.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45542.347656 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45542.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45552.648438 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45552.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45559.742188 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45559.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45565.070312 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45565.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45568.359375 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45568.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45571.144531 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45571.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45576.933594 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45576.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45584.593750 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45584.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45588.484375 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45588.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45591.488281 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45591.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45592.515625 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45592.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45594.593750 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45594.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45598.886719 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45598.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45604.593750 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45604.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45611.449219 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45611.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45617.976562 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45617.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45622.839844 Penalty: 609.654541
	Iteration 24Q: 3 clusters Score -45622.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45624.304688 Penalty: 609.654541
	Iteration 25Q: 3 clusters Score -45624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45624.949219 Penalty: 609.654541
	Iteration 26Q: 3 clusters Score -45624.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45625.824219 Penalty: 609.654541
	Iteration 27Q: 3 clusters Score -45625.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45625.824219 Penalty: 609.654541
	Iteration 28F: 3 clusters Score -45625.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -12783.466797 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12783.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12462.824219 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12462.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12551.936523 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12551.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12580.135742 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12580.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12589.646484 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -12589.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12608.353516 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12608.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12618.928711 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12618.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12630.981445 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12630.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12641.109375 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12641.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12657.430664 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12657.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12672.179688 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -12672.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12675.073242 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -12675.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12676.344727 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -12676.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12676.344727 Penalty: 502.452942
	Iteration 12F: 3 clusters Score -12676.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Entering Unmasked Estep 
Score: -474243.218750 Penalty: 405.871643
	Iteration 0F: 2 clusters Score -474243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -469186.906250 Penalty: 811.743286
	Iteration 0F: 3 clusters Score -469186.9 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -471112.343750 Penalty: 811.743286
	Iteration 1F: 3 clusters Score -471112.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -471285.031250 Penalty: 811.743286
	Iteration 2F: 3 clusters Score -471285 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -471484.000000 Penalty: 811.743286
	Iteration 3F: 3 clusters Score -471484 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -471719.750000 Penalty: 811.743286
	Iteration 4F: 3 clusters Score -471719.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -472028.062500 Penalty: 811.743286
	Iteration 5F: 3 clusters Score -472028.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -472358.343750 Penalty: 811.743286
	Iteration 6F: 3 clusters Score -472358.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -472602.781250 Penalty: 811.743286
	Iteration 7F: 3 clusters Score -472602.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -472738.656250 Penalty: 811.743286
	Iteration 8Q: 3 clusters Score -472738.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -472797.562500 Penalty: 811.743286
	Iteration 9Q: 3 clusters Score -472797.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -472828.406250 Penalty: 811.743286
	Iteration 10Q: 3 clusters Score -472828.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -472846.781250 Penalty: 811.743286
	Iteration 11Q: 3 clusters Score -472846.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -472853.718750 Penalty: 811.743286
	Iteration 12Q: 3 clusters Score -472853.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -472860.031250 Penalty: 811.743286
	Iteration 13Q: 3 clusters Score -472860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -472866.000000 Penalty: 811.743286
	Iteration 14Q: 3 clusters Score -472866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -472875.781250 Penalty: 811.743286
	Iteration 15Q: 3 clusters Score -472875.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -472886.375000 Penalty: 811.743286
	Iteration 16Q: 3 clusters Score -472886.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -472895.781250 Penalty: 811.743286
	Iteration 17Q: 3 clusters Score -472895.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -472904.968750 Penalty: 811.743286
	Iteration 18Q: 3 clusters Score -472905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -472911.062500 Penalty: 811.743286
	Iteration 19Q: 3 clusters Score -472911.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -472921.375000 Penalty: 811.743286
	Iteration 20F: 3 clusters Score -472921.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -472935.906250 Penalty: 811.743286
	Iteration 21Q: 3 clusters Score -472935.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -472949.500000 Penalty: 811.743286
	Iteration 22Q: 3 clusters Score -472949.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -472963.875000 Penalty: 811.743286
	Iteration 23Q: 3 clusters Score -472963.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -472981.718750 Penalty: 811.743286
	Iteration 24Q: 3 clusters Score -472981.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -472997.437500 Penalty: 811.743286
	Iteration 25Q: 3 clusters Score -472997.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -473017.968750 Penalty: 811.743286
	Iteration 26Q: 3 clusters Score -473018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -473037.093750 Penalty: 811.743286
	Iteration 27Q: 3 clusters Score -473037.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -473067.718750 Penalty: 811.743286
	Iteration 28Q: 3 clusters Score -473067.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -473101.968750 Penalty: 811.743286
	Iteration 29Q: 3 clusters Score -473102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -473138.656250 Penalty: 811.743286
	Iteration 30Q: 3 clusters Score -473138.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -473181.843750 Penalty: 811.743286
	Iteration 31Q: 3 clusters Score -473181.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -473227.187500 Penalty: 811.743286
	Iteration 32Q: 3 clusters Score -473227.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -473263.156250 Penalty: 811.743286
	Iteration 33Q: 3 clusters Score -473263.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -473303.312500 Penalty: 811.743286
	Iteration 34Q: 3 clusters Score -473303.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -473337.218750 Penalty: 811.743286
	Iteration 35Q: 3 clusters Score -473337.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -473366.656250 Penalty: 811.743286
	Iteration 36Q: 3 clusters Score -473366.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -473392.031250 Penalty: 811.743286
	Iteration 37Q: 3 clusters Score -473392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -473418.093750 Penalty: 811.743286
	Iteration 38Q: 3 clusters Score -473418.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -473447.218750 Penalty: 811.743286
	Iteration 39Q: 3 clusters Score -473447.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -473481.500000 Penalty: 811.743286
	Iteration 40F: 3 clusters Score -473481.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -473512.593750 Penalty: 811.743286
	Iteration 41Q: 3 clusters Score -473512.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -473540.156250 Penalty: 811.743286
	Iteration 42Q: 3 clusters Score -473540.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -473571.156250 Penalty: 811.743286
	Iteration 43Q: 3 clusters Score -473571.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -473593.906250 Penalty: 811.743286
	Iteration 44Q: 3 clusters Score -473593.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -473617.000000 Penalty: 811.743286
	Iteration 45Q: 3 clusters Score -473617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -473647.187500 Penalty: 811.743286
	Iteration 46Q: 3 clusters Score -473647.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -473667.187500 Penalty: 811.743286
	Iteration 47Q: 3 clusters Score -473667.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -473687.375000 Penalty: 811.743286
	Iteration 48Q: 3 clusters Score -473687.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -473703.656250 Penalty: 811.743286
	Iteration 49Q: 3 clusters Score -473703.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -473721.468750 Penalty: 811.743286
	Iteration 50Q: 3 clusters Score -473721.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -473741.781250 Penalty: 811.743286
	Iteration 51Q: 3 clusters Score -473741.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -473763.687500 Penalty: 811.743286
	Iteration 52Q: 3 clusters Score -473763.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -473787.218750 Penalty: 811.743286
	Iteration 53Q: 3 clusters Score -473787.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -473805.718750 Penalty: 811.743286
	Iteration 54Q: 3 clusters Score -473805.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -473816.875000 Penalty: 811.743286
	Iteration 55Q: 3 clusters Score -473816.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -473827.625000 Penalty: 811.743286
	Iteration 56Q: 3 clusters Score -473827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -473834.593750 Penalty: 811.743286
	Iteration 57Q: 3 clusters Score -473834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -473838.875000 Penalty: 811.743286
	Iteration 58Q: 3 clusters Score -473838.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -473843.000000 Penalty: 811.743286
	Iteration 59Q: 3 clusters Score -473843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -473849.562500 Penalty: 811.743286
	Iteration 60F: 3 clusters Score -473849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -473854.125000 Penalty: 811.743286
	Iteration 61Q: 3 clusters Score -473854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -473856.875000 Penalty: 811.743286
	Iteration 62Q: 3 clusters Score -473856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -473859.968750 Penalty: 811.743286
	Iteration 63Q: 3 clusters Score -473860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -473862.375000 Penalty: 811.743286
	Iteration 64Q: 3 clusters Score -473862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -473863.031250 Penalty: 811.743286
	Iteration 65Q: 3 clusters Score -473863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -473862.812500 Penalty: 811.743286
	Iteration 66Q: 3 clusters Score -473862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -473862.812500 Penalty: 811.743286
	Iteration 67F: 3 clusters Score -473862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -26701.871094 Penalty: 280.907257
	Iteration 0F: 2 clusters Score -26701.87 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 240 members 
Entering Unmasked Estep 
Score: -26236.292969 Penalty: 561.814514
	Iteration 0F: 3 clusters Score -26236.29 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26403.576172 Penalty: 561.814514
	Iteration 1F: 3 clusters Score -26403.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26452.054688 Penalty: 561.814514
	Iteration 2F: 3 clusters Score -26452.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26487.087891 Penalty: 561.814514
	Iteration 3F: 3 clusters Score -26487.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26507.109375 Penalty: 561.814514
	Iteration 4Q: 3 clusters Score -26507.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26521.236328 Penalty: 561.814514
	Iteration 5Q: 3 clusters Score -26521.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26531.203125 Penalty: 561.814514
	Iteration 6Q: 3 clusters Score -26531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26535.035156 Penalty: 561.814514
	Iteration 7Q: 3 clusters Score -26535.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26536.949219 Penalty: 561.814514
	Iteration 8Q: 3 clusters Score -26536.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26537.673828 Penalty: 561.814514
	Iteration 9Q: 3 clusters Score -26537.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26537.970703 Penalty: 561.814514
	Iteration 10Q: 3 clusters Score -26537.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26538.208984 Penalty: 561.814514
	Iteration 11Q: 3 clusters Score -26538.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26541.318359 Penalty: 561.814514
	Iteration 12Q: 3 clusters Score -26541.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26544.083984 Penalty: 561.814514
	Iteration 13Q: 3 clusters Score -26544.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26549.816406 Penalty: 561.814514
	Iteration 14Q: 3 clusters Score -26549.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26566.230469 Penalty: 561.814514
	Iteration 15Q: 3 clusters Score -26566.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26573.884766 Penalty: 561.814514
	Iteration 16Q: 3 clusters Score -26573.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -26576.119141 Penalty: 561.814514
	Iteration 17Q: 3 clusters Score -26576.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26578.322266 Penalty: 561.814514
	Iteration 18Q: 3 clusters Score -26578.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26580.000000 Penalty: 561.814514
	Iteration 19Q: 3 clusters Score -26580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26582.062500 Penalty: 561.814514
	Iteration 20F: 3 clusters Score -26582.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26584.138672 Penalty: 561.814514
	Iteration 21Q: 3 clusters Score -26584.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26584.138672 Penalty: 561.814514
	Iteration 22F: 3 clusters Score -26584.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 47 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 183782 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41264 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 16812 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059392.000000 Penalty: 15284.933594
Iteration 159Q: 27 clusters Score -2.305939e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 3172 members 
Mstep: Class 1 contains 127284 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 183625 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41194 members 
Mstep: Class 15 contains 3571 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 858 members 
Mstep: Class 18 contains 4812 members 
Mstep: Class 19 contains 16806 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 7668 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059606.000000 Penalty: 15284.933594
Iteration 160F: 27 clusters Score -2.305961e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 392 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 48 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 183428 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41138 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 16805 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 7875 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059520.000000 Penalty: 15284.933594
Iteration 161Q: 27 clusters Score -2.305952e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 371 members 
Mstep: Class 3 contains 392 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 48 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 183241 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41082 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 16801 members 
Mstep: Class 20 contains 6188 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 8074 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059530.000000 Penalty: 15284.933594
Iteration 162Q: 27 clusters Score -2.305953e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3352 members 
Mstep: Class 10 contains 183070 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 4575 members 
Mstep: Class 19 contains 16793 members 
Mstep: Class 20 contains 6187 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 8259 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059458.000000 Penalty: 15284.933594
Iteration 163Q: 27 clusters Score -2.305946e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127755 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 182891 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40958 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 4512 members 
Mstep: Class 19 contains 16780 members 
Mstep: Class 20 contains 6187 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 8454 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059528.000000 Penalty: 15284.933594
Iteration 164Q: 27 clusters Score -2.305953e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127887 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 182724 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40900 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 16741 members 
Mstep: Class 20 contains 6186 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059650.000000 Penalty: 15284.933594
Iteration 165Q: 27 clusters Score -2.305965e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 182619 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40843 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 16697 members 
Mstep: Class 20 contains 6182 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 8818 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059694.000000 Penalty: 15284.933594
Iteration 166Q: 27 clusters Score -2.305969e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 182535 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40770 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 16661 members 
Mstep: Class 20 contains 6180 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 9001 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059694.000000 Penalty: 15284.933594
Iteration 167Q: 27 clusters Score -2.305969e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 182438 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40708 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 904 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 16632 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 9195 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059664.000000 Penalty: 15284.933594
Iteration 168Q: 27 clusters Score -2.305966e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 182331 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40643 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 908 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 16617 members 
Mstep: Class 20 contains 6175 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 9371 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059668.000000 Penalty: 15284.933594
Iteration 169Q: 27 clusters Score -2.305967e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128212 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 390 members 
Mstep: Class 4 contains 147 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 182213 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40580 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 16592 members 
Mstep: Class 20 contains 6176 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 9524 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059650.000000 Penalty: 15284.933594
Iteration 170Q: 27 clusters Score -2.305965e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 182123 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40520 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 4071 members 
Mstep: Class 19 contains 16581 members 
Mstep: Class 20 contains 6176 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059698.000000 Penalty: 15284.933594
Iteration 171Q: 27 clusters Score -2.30597e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 182006 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40462 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 4024 members 
Mstep: Class 19 contains 16574 members 
Mstep: Class 20 contains 6176 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 9858 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059718.000000 Penalty: 15284.933594
Iteration 172Q: 27 clusters Score -2.305972e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128377 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 181899 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40404 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 16563 members 
Mstep: Class 20 contains 6173 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059684.000000 Penalty: 15284.933594
Iteration 173Q: 27 clusters Score -2.305968e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 181816 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40361 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 16547 members 
Mstep: Class 20 contains 6171 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10149 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059740.000000 Penalty: 15284.933594
Iteration 174Q: 27 clusters Score -2.305974e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128404 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3399 members 
Mstep: Class 10 contains 181745 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40299 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 16527 members 
Mstep: Class 20 contains 6171 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059766.000000 Penalty: 15284.933594
Iteration 175Q: 27 clusters Score -2.305977e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 181695 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40239 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 16507 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10461 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059794.000000 Penalty: 15284.933594
Iteration 176Q: 27 clusters Score -2.305979e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 181611 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40202 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 921 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 16485 members 
Mstep: Class 20 contains 6164 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10617 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059720.000000 Penalty: 15284.933594
Iteration 177Q: 27 clusters Score -2.305972e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 181490 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 16477 members 
Mstep: Class 20 contains 6162 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10765 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059738.000000 Penalty: 15284.933594
Iteration 178Q: 27 clusters Score -2.305974e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128425 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 10 contains 181368 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40137 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 16468 members 
Mstep: Class 20 contains 6162 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10915 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059746.000000 Penalty: 15284.933594
Iteration 179Q: 27 clusters Score -2.305975e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 181244 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40103 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 16460 members 
Mstep: Class 20 contains 6162 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 11051 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059788.000000 Penalty: 15284.933594
Iteration 180F: 27 clusters Score -2.305979e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128439 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 389 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 181167 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1466 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40076 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 3850 members 
Mstep: Class 19 contains 16431 members 
Mstep: Class 20 contains 6160 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 11174 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059830.000000 Penalty: 15284.933594
Iteration 181Q: 27 clusters Score -2.305983e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 181091 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40044 members 
Mstep: Class 15 contains 3729 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 16402 members 
Mstep: Class 20 contains 6156 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 11279 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059828.000000 Penalty: 15284.933594
Iteration 182Q: 27 clusters Score -2.305983e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128495 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 181011 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1469 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 40007 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 16378 members 
Mstep: Class 20 contains 6153 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 11390 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059908.000000 Penalty: 15284.933594
Iteration 183Q: 27 clusters Score -2.305991e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 180938 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1472 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39963 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 16362 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 11470 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059970.000000 Penalty: 15284.933594
Iteration 184Q: 27 clusters Score -2.305997e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 180855 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39920 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 16354 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059918.000000 Penalty: 15284.933594
Iteration 185Q: 27 clusters Score -2.305992e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128620 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180788 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39877 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 16339 members 
Mstep: Class 20 contains 6153 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 11645 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059854.000000 Penalty: 15284.933594
Iteration 186Q: 27 clusters Score -2.305985e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128651 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180740 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1483 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39833 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 16331 members 
Mstep: Class 20 contains 6153 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 11712 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059818.000000 Penalty: 15284.933594
Iteration 187Q: 27 clusters Score -2.305982e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128700 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180666 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1486 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39801 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 16325 members 
Mstep: Class 20 contains 6150 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 11775 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059802.000000 Penalty: 15284.933594
Iteration 188Q: 27 clusters Score -2.30598e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128736 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180618 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39760 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 16319 members 
Mstep: Class 20 contains 6149 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 11836 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059798.000000 Penalty: 15284.933594
Iteration 189Q: 27 clusters Score -2.30598e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128762 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 180575 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1493 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39719 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 16317 members 
Mstep: Class 20 contains 6146 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 11899 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059774.000000 Penalty: 15284.933594
Iteration 190Q: 27 clusters Score -2.305977e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128768 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 180539 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1494 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39685 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 16315 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 11965 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059770.000000 Penalty: 15284.933594
Iteration 191Q: 27 clusters Score -2.305977e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128785 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180490 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39662 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 16312 members 
Mstep: Class 20 contains 6143 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12027 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059774.000000 Penalty: 15284.933594
Iteration 192Q: 27 clusters Score -2.305977e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180449 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39643 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 19 contains 16303 members 
Mstep: Class 20 contains 6139 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12091 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059808.000000 Penalty: 15284.933594
Iteration 193Q: 27 clusters Score -2.305981e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180422 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39629 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 3767 members 
Mstep: Class 19 contains 16298 members 
Mstep: Class 20 contains 6134 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12144 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059804.000000 Penalty: 15284.933594
Iteration 194Q: 27 clusters Score -2.30598e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128789 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180419 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39611 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 16294 members 
Mstep: Class 20 contains 6127 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12191 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059836.000000 Penalty: 15284.933594
Iteration 195Q: 27 clusters Score -2.305984e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 924 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 180409 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39595 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 973 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 16288 members 
Mstep: Class 20 contains 6115 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12228 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059842.000000 Penalty: 15284.933594
Iteration 196Q: 27 clusters Score -2.305984e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128814 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180403 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39573 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 974 members 
Mstep: Class 18 contains 3737 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 6107 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12264 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059820.000000 Penalty: 15284.933594
Iteration 197Q: 27 clusters Score -2.305982e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180415 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39540 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 974 members 
Mstep: Class 18 contains 3717 members 
Mstep: Class 19 contains 16277 members 
Mstep: Class 20 contains 6102 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12305 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059776.000000 Penalty: 15284.933594
Iteration 198Q: 27 clusters Score -2.305978e+07 nChanged 174
Entering ConstructFrom: 
Score: -23059776.000000 Penalty: 15284.933594
Entering ConstructFrom: 
Trying to split cluster 1 (128827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Entering Unmasked Estep 
Score: -7696699.500000 Penalty: 535.363281
	Iteration 0F: 2 clusters Score -7696700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -7614818.500000 Penalty: 1070.726562
	Iteration 0F: 3 clusters Score -7614818 nChanged 63147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -7654425.000000 Penalty: 1070.726562
	Iteration 1F: 3 clusters Score -7654425 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -7657412.000000 Penalty: 1070.726562
	Iteration 2F: 3 clusters Score -7657412 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -7661813.500000 Penalty: 1070.726562
	Iteration 3F: 3 clusters Score -7661814 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7667829.000000 Penalty: 1070.726562
	Iteration 4F: 3 clusters Score -7667829 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -7674899.500000 Penalty: 1070.726562
	Iteration 5F: 3 clusters Score -7674900 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -7681156.500000 Penalty: 1070.726562
	Iteration 6F: 3 clusters Score -7681156 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7684367.500000 Penalty: 1070.726562
	Iteration 7Q: 3 clusters Score -7684368 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -7685961.500000 Penalty: 1070.726562
	Iteration 8Q: 3 clusters Score -7685962 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7686981.000000 Penalty: 1070.726562
	Iteration 9Q: 3 clusters Score -7686981 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7687771.500000 Penalty: 1070.726562
	Iteration 10Q: 3 clusters Score -7687772 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -7688492.500000 Penalty: 1070.726562
	Iteration 11Q: 3 clusters Score -7688492 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -7689103.000000 Penalty: 1070.726562
	Iteration 12Q: 3 clusters Score -7689103 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -7689736.000000 Penalty: 1070.726562
	Iteration 13Q: 3 clusters Score -7689736 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101277 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -7690357.000000 Penalty: 1070.726562
	Iteration 14Q: 3 clusters Score -7690357 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -7690946.500000 Penalty: 1070.726562
	Iteration 15Q: 3 clusters Score -7690946 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7691541.000000 Penalty: 1070.726562
	Iteration 16Q: 3 clusters Score -7691541 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108442 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -7692246.500000 Penalty: 1070.726562
	Iteration 17Q: 3 clusters Score -7692246 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -7692922.000000 Penalty: 1070.726562
	Iteration 18Q: 3 clusters Score -7692922 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -7693546.000000 Penalty: 1070.726562
	Iteration 19Q: 3 clusters Score -7693546 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114690 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -7694128.000000 Penalty: 1070.726562
	Iteration 20F: 3 clusters Score -7694128 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -7694658.500000 Penalty: 1070.726562
	Iteration 21Q: 3 clusters Score -7694658 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -7695179.500000 Penalty: 1070.726562
	Iteration 22Q: 3 clusters Score -7695180 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -7695667.000000 Penalty: 1070.726562
	Iteration 23Q: 3 clusters Score -7695667 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -7696055.000000 Penalty: 1070.726562
	Iteration 24Q: 3 clusters Score -7696055 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -7696461.000000 Penalty: 1070.726562
	Iteration 25Q: 3 clusters Score -7696461 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7696761.000000 Penalty: 1070.726562
	Iteration 26Q: 3 clusters Score -7696761 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123687 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -7696932.500000 Penalty: 1070.726562
	Iteration 27Q: 3 clusters Score -7696932 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124438 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7696968.000000 Penalty: 1070.726562
	Iteration 28Q: 3 clusters Score -7696968 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7696916.500000 Penalty: 1070.726562
	Iteration 29Q: 3 clusters Score -7696916 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7696953.000000 Penalty: 1070.726562
	Iteration 30Q: 3 clusters Score -7696953 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7696872.000000 Penalty: 1070.726562
	Iteration 31Q: 3 clusters Score -7696872 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7696880.000000 Penalty: 1070.726562
	Iteration 32Q: 3 clusters Score -7696880 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7696801.500000 Penalty: 1070.726562
	Iteration 33Q: 3 clusters Score -7696802 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7696718.000000 Penalty: 1070.726562
	Iteration 34Q: 3 clusters Score -7696718 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127348 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7696696.000000 Penalty: 1070.726562
	Iteration 35Q: 3 clusters Score -7696696 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7696697.000000 Penalty: 1070.726562
	Iteration 36Q: 3 clusters Score -7696697 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7696693.500000 Penalty: 1070.726562
	Iteration 37Q: 3 clusters Score -7696694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127790 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7696669.000000 Penalty: 1070.726562
	Iteration 38Q: 3 clusters Score -7696669 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7696663.000000 Penalty: 1070.726562
	Iteration 39Q: 3 clusters Score -7696663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127998 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7696647.000000 Penalty: 1070.726562
	Iteration 40F: 3 clusters Score -7696647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7696631.500000 Penalty: 1070.726562
	Iteration 41Q: 3 clusters Score -7696632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7696616.000000 Penalty: 1070.726562
	Iteration 42Q: 3 clusters Score -7696616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7696607.000000 Penalty: 1070.726562
	Iteration 43Q: 3 clusters Score -7696607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128224 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7696591.000000 Penalty: 1070.726562
	Iteration 44Q: 3 clusters Score -7696591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7696588.500000 Penalty: 1070.726562
	Iteration 45Q: 3 clusters Score -7696588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7696586.000000 Penalty: 1070.726562
	Iteration 46Q: 3 clusters Score -7696586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128327 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7696568.500000 Penalty: 1070.726562
	Iteration 47Q: 3 clusters Score -7696568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128347 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7696564.500000 Penalty: 1070.726562
	Iteration 48Q: 3 clusters Score -7696564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128367 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7696558.000000 Penalty: 1070.726562
	Iteration 49Q: 3 clusters Score -7696558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128378 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7696564.500000 Penalty: 1070.726562
	Iteration 50Q: 3 clusters Score -7696564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7696548.000000 Penalty: 1070.726562
	Iteration 51Q: 3 clusters Score -7696548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128403 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7696538.500000 Penalty: 1070.726562
	Iteration 52Q: 3 clusters Score -7696538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128409 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7696547.000000 Penalty: 1070.726562
	Iteration 53Q: 3 clusters Score -7696547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128417 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7696535.000000 Penalty: 1070.726562
	Iteration 54Q: 3 clusters Score -7696535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128422 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7696533.500000 Penalty: 1070.726562
	Iteration 55Q: 3 clusters Score -7696534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128425 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7696537.500000 Penalty: 1070.726562
	Iteration 56Q: 3 clusters Score -7696538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128430 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7696541.000000 Penalty: 1070.726562
	Iteration 57Q: 3 clusters Score -7696541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128434 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7696541.500000 Penalty: 1070.726562
	Iteration 58Q: 3 clusters Score -7696542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7696526.500000 Penalty: 1070.726562
	Iteration 59Q: 3 clusters Score -7696526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7696531.500000 Penalty: 1070.726562
	Iteration 60F: 3 clusters Score -7696532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19573.380859 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19573.38 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19749.771484 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19749.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19805.115234 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19805.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19821.542969 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -19821.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19834.800781 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19848.720703 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19848.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19855.861328 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19855.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19857.748047 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19857.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19860.246094 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19860.25 nChanged 2
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: -19862.351562 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19862.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19864.619141 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -19864.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19864.619141 Penalty: 537.882507
	Iteration 11F: 3 clusters Score -19864.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -22950.359375 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -22950.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22538.974609 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -22538.97 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22655.794922 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -22655.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22680.664062 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -22680.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22708.255859 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -22708.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22724.177734 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -22724.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22733.726562 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -22733.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22739.238281 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -22739.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22743.066406 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -22743.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22749.646484 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -22749.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22753.906250 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -22753.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22759.796875 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -22759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22762.945312 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -22762.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22767.429688 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -22767.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22770.287109 Penalty: 542.216614
	Iteration 13Q: 3 clusters Score -22770.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22770.800781 Penalty: 542.216614
	Iteration 14Q: 3 clusters Score -22770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22771.794922 Penalty: 542.216614
	Iteration 15Q: 3 clusters Score -22771.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22772.441406 Penalty: 542.216614
	Iteration 16Q: 3 clusters Score -22772.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22772.744141 Penalty: 542.216614
	Iteration 17Q: 3 clusters Score -22772.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22772.744141 Penalty: 542.216614
	Iteration 18F: 3 clusters Score -22772.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 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 76 members 
Entering Unmasked Estep 
Score: -7015.370117 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7015.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7088.406250 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7088.406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7117.523926 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7117.524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7127.911621 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7127.912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7133.280273 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7133.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7136.870605 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7136.871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7141.997559 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7141.998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7142.770996 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7142.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7142.770996 Penalty: 454.746338
	Iteration 8F: 3 clusters Score -7142.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1804.241089 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1804.241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1844.302856 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1844.303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1832.118164 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1832.118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1859.732300 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1859.732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7624.011719 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7624.012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7744.500977 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7744.501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7846.541992 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7846.542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7873.023438 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -7873.023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7899.952637 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7899.953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7909.841309 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -7909.841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7915.695801 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -7915.696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7920.118652 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -7920.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7921.301270 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -7921.301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7921.301270 Penalty: 464.087830
	Iteration 9F: 3 clusters Score -7921.301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 50 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180433 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39500 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 16274 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12347 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
Score: -23059462.000000 Penalty: 15872.815430
Splitting cluster 7 changes total score from -23059776.000000 to -23059462.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -48308.906250 Penalty: 310.853882
	Iteration 0F: 2 clusters Score -48308.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -47566.464844 Penalty: 621.707764
	Iteration 0F: 3 clusters Score -47566.46 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47782.253906 Penalty: 621.707764
	Iteration 1F: 3 clusters Score -47782.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -47819.476562 Penalty: 621.707764
	Iteration 2F: 3 clusters Score -47819.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47840.386719 Penalty: 621.707764
	Iteration 3Q: 3 clusters Score -47840.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47853.488281 Penalty: 621.707764
	Iteration 4Q: 3 clusters Score -47853.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47863.414062 Penalty: 621.707764
	Iteration 5Q: 3 clusters Score -47863.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47869.035156 Penalty: 621.707764
	Iteration 6Q: 3 clusters Score -47869.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47879.832031 Penalty: 621.707764
	Iteration 7Q: 3 clusters Score -47879.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -47887.628906 Penalty: 621.707764
	Iteration 8Q: 3 clusters Score -47887.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47910.867188 Penalty: 621.707764
	Iteration 9Q: 3 clusters Score -47910.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47937.628906 Penalty: 621.707764
	Iteration 10Q: 3 clusters Score -47937.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -47948.128906 Penalty: 621.707764
	Iteration 11Q: 3 clusters Score -47948.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47953.066406 Penalty: 621.707764
	Iteration 12Q: 3 clusters Score -47953.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47957.468750 Penalty: 621.707764
	Iteration 13Q: 3 clusters Score -47957.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47962.699219 Penalty: 621.707764
	Iteration 14Q: 3 clusters Score -47962.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47972.632812 Penalty: 621.707764
	Iteration 15Q: 3 clusters Score -47972.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47981.699219 Penalty: 621.707764
	Iteration 16Q: 3 clusters Score -47981.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47992.699219 Penalty: 621.707764
	Iteration 17Q: 3 clusters Score -47992.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47999.152344 Penalty: 621.707764
	Iteration 18Q: 3 clusters Score -47999.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48004.957031 Penalty: 621.707764
	Iteration 19Q: 3 clusters Score -48004.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -48008.863281 Penalty: 621.707764
	Iteration 20F: 3 clusters Score -48008.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48012.324219 Penalty: 621.707764
	Iteration 21Q: 3 clusters Score -48012.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -48013.437500 Penalty: 621.707764
	Iteration 22Q: 3 clusters Score -48013.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48015.179688 Penalty: 621.707764
	Iteration 23Q: 3 clusters Score -48015.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48015.964844 Penalty: 621.707764
	Iteration 24Q: 3 clusters Score -48015.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -48016.261719 Penalty: 621.707764
	Iteration 25Q: 3 clusters Score -48016.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48016.535156 Penalty: 621.707764
	Iteration 26Q: 3 clusters Score -48016.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -48017.101562 Penalty: 621.707764
	Iteration 27Q: 3 clusters Score -48017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -48017.101562 Penalty: 621.707764
	Iteration 28F: 3 clusters Score -48017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -180434.765625 Penalty: 370.118256
	Iteration 0F: 2 clusters Score -180434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -178093.390625 Penalty: 740.236511
	Iteration 0F: 3 clusters Score -178093.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -178981.000000 Penalty: 740.236511
	Iteration 1F: 3 clusters Score -178981 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -179082.843750 Penalty: 740.236511
	Iteration 2F: 3 clusters Score -179082.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -179194.531250 Penalty: 740.236511
	Iteration 3F: 3 clusters Score -179194.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -179333.734375 Penalty: 740.236511
	Iteration 4F: 3 clusters Score -179333.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -179470.765625 Penalty: 740.236511
	Iteration 5F: 3 clusters Score -179470.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -179643.796875 Penalty: 740.236511
	Iteration 6F: 3 clusters Score -179643.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -179798.031250 Penalty: 740.236511
	Iteration 7F: 3 clusters Score -179798 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -179919.531250 Penalty: 740.236511
	Iteration 8Q: 3 clusters Score -179919.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -179999.328125 Penalty: 740.236511
	Iteration 9Q: 3 clusters Score -179999.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -180054.609375 Penalty: 740.236511
	Iteration 10Q: 3 clusters Score -180054.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -180091.406250 Penalty: 740.236511
	Iteration 11Q: 3 clusters Score -180091.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -180119.484375 Penalty: 740.236511
	Iteration 12Q: 3 clusters Score -180119.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -180143.265625 Penalty: 740.236511
	Iteration 13Q: 3 clusters Score -180143.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -180160.953125 Penalty: 740.236511
	Iteration 14Q: 3 clusters Score -180161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -180172.968750 Penalty: 740.236511
	Iteration 15Q: 3 clusters Score -180173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -180184.453125 Penalty: 740.236511
	Iteration 16Q: 3 clusters Score -180184.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -180190.640625 Penalty: 740.236511
	Iteration 17Q: 3 clusters Score -180190.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -180200.859375 Penalty: 740.236511
	Iteration 18Q: 3 clusters Score -180200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -180210.781250 Penalty: 740.236511
	Iteration 19Q: 3 clusters Score -180210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -180219.609375 Penalty: 740.236511
	Iteration 20F: 3 clusters Score -180219.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -180226.406250 Penalty: 740.236511
	Iteration 21Q: 3 clusters Score -180226.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -180232.671875 Penalty: 740.236511
	Iteration 22Q: 3 clusters Score -180232.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -180238.062500 Penalty: 740.236511
	Iteration 23Q: 3 clusters Score -180238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -180245.296875 Penalty: 740.236511
	Iteration 24Q: 3 clusters Score -180245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -180248.968750 Penalty: 740.236511
	Iteration 25Q: 3 clusters Score -180249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -180250.843750 Penalty: 740.236511
	Iteration 26Q: 3 clusters Score -180250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -180252.171875 Penalty: 740.236511
	Iteration 27Q: 3 clusters Score -180252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -180252.718750 Penalty: 740.236511
	Iteration 28Q: 3 clusters Score -180252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -180253.609375 Penalty: 740.236511
	Iteration 29Q: 3 clusters Score -180253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -180256.156250 Penalty: 740.236511
	Iteration 30Q: 3 clusters Score -180256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -180258.406250 Penalty: 740.236511
	Iteration 31Q: 3 clusters Score -180258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -180260.343750 Penalty: 740.236511
	Iteration 32Q: 3 clusters Score -180260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -180261.093750 Penalty: 740.236511
	Iteration 33Q: 3 clusters Score -180261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -180261.093750 Penalty: 740.236511
	Iteration 34F: 3 clusters Score -180261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Entering Unmasked Estep 
Score: -10527748.000000 Penalty: 550.691711
	Iteration 0F: 2 clusters Score -1.052775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -10414594.000000 Penalty: 1101.383423
	Iteration 0F: 3 clusters Score -1.041459e+07 nChanged 88693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -10471541.000000 Penalty: 1101.383423
	Iteration 1F: 3 clusters Score -1.047154e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -10474893.000000 Penalty: 1101.383423
	Iteration 2Q: 3 clusters Score -1.047489e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -10479913.000000 Penalty: 1101.383423
	Iteration 3Q: 3 clusters Score -1.047991e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -10486983.000000 Penalty: 1101.383423
	Iteration 4F: 3 clusters Score -1.048698e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -10495372.000000 Penalty: 1101.383423
	Iteration 5F: 3 clusters Score -1.049537e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -10501602.000000 Penalty: 1101.383423
	Iteration 6F: 3 clusters Score -1.05016e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -10504296.000000 Penalty: 1101.383423
	Iteration 7Q: 3 clusters Score -1.05043e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -10505264.000000 Penalty: 1101.383423
	Iteration 8Q: 3 clusters Score -1.050526e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -10505776.000000 Penalty: 1101.383423
	Iteration 9Q: 3 clusters Score -1.050578e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -10506280.000000 Penalty: 1101.383423
	Iteration 10Q: 3 clusters Score -1.050628e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -10506865.000000 Penalty: 1101.383423
	Iteration 11Q: 3 clusters Score -1.050686e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117487 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -10507343.000000 Penalty: 1101.383423
	Iteration 12Q: 3 clusters Score -1.050734e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -10508007.000000 Penalty: 1101.383423
	Iteration 13Q: 3 clusters Score -1.050801e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122251 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -10508581.000000 Penalty: 1101.383423
	Iteration 14Q: 3 clusters Score -1.050858e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124951 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -10509232.000000 Penalty: 1101.383423
	Iteration 15Q: 3 clusters Score -1.050923e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127797 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -10510024.000000 Penalty: 1101.383423
	Iteration 16Q: 3 clusters Score -1.051002e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -10510880.000000 Penalty: 1101.383423
	Iteration 17Q: 3 clusters Score -1.051088e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -10511797.000000 Penalty: 1101.383423
	Iteration 18Q: 3 clusters Score -1.05118e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -10512972.000000 Penalty: 1101.383423
	Iteration 19Q: 3 clusters Score -1.051297e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -10514214.000000 Penalty: 1101.383423
	Iteration 20F: 3 clusters Score -1.051421e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -10515243.000000 Penalty: 1101.383423
	Iteration 21Q: 3 clusters Score -1.051524e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -10516321.000000 Penalty: 1101.383423
	Iteration 22Q: 3 clusters Score -1.051632e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -10517236.000000 Penalty: 1101.383423
	Iteration 23Q: 3 clusters Score -1.051724e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156925 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -10518149.000000 Penalty: 1101.383423
	Iteration 24Q: 3 clusters Score -1.051815e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160506 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -10519130.000000 Penalty: 1101.383423
	Iteration 25Q: 3 clusters Score -1.051913e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163757 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -10520164.000000 Penalty: 1101.383423
	Iteration 26Q: 3 clusters Score -1.052016e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166718 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -10521184.000000 Penalty: 1101.383423
	Iteration 27Q: 3 clusters Score -1.052118e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -10522261.000000 Penalty: 1101.383423
	Iteration 28Q: 3 clusters Score -1.052226e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -10523233.000000 Penalty: 1101.383423
	Iteration 29Q: 3 clusters Score -1.052323e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173478 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -10524174.000000 Penalty: 1101.383423
	Iteration 30Q: 3 clusters Score -1.052417e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -10525034.000000 Penalty: 1101.383423
	Iteration 31Q: 3 clusters Score -1.052503e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176130 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -10525618.000000 Penalty: 1101.383423
	Iteration 32Q: 3 clusters Score -1.052562e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10525982.000000 Penalty: 1101.383423
	Iteration 33Q: 3 clusters Score -1.052598e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10526366.000000 Penalty: 1101.383423
	Iteration 34Q: 3 clusters Score -1.052637e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178353 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10526593.000000 Penalty: 1101.383423
	Iteration 35Q: 3 clusters Score -1.052659e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178739 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10526697.000000 Penalty: 1101.383423
	Iteration 36Q: 3 clusters Score -1.05267e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179029 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10526825.000000 Penalty: 1101.383423
	Iteration 37Q: 3 clusters Score -1.052682e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179250 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10526899.000000 Penalty: 1101.383423
	Iteration 38Q: 3 clusters Score -1.05269e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179443 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10526956.000000 Penalty: 1101.383423
	Iteration 39Q: 3 clusters Score -1.052696e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179596 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10527080.000000 Penalty: 1101.383423
	Iteration 40F: 3 clusters Score -1.052708e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179720 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10527159.000000 Penalty: 1101.383423
	Iteration 41Q: 3 clusters Score -1.052716e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10527217.000000 Penalty: 1101.383423
	Iteration 42Q: 3 clusters Score -1.052722e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179867 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10527243.000000 Penalty: 1101.383423
	Iteration 43Q: 3 clusters Score -1.052724e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179908 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10527249.000000 Penalty: 1101.383423
	Iteration 44Q: 3 clusters Score -1.052725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179941 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10527273.000000 Penalty: 1101.383423
	Iteration 45Q: 3 clusters Score -1.052727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10527279.000000 Penalty: 1101.383423
	Iteration 46Q: 3 clusters Score -1.052728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10527286.000000 Penalty: 1101.383423
	Iteration 47Q: 3 clusters Score -1.052729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10527296.000000 Penalty: 1101.383423
	Iteration 48Q: 3 clusters Score -1.05273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180021 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10527311.000000 Penalty: 1101.383423
	Iteration 49Q: 3 clusters Score -1.052731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180037 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10527325.000000 Penalty: 1101.383423
	Iteration 50Q: 3 clusters Score -1.052732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180043 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10527318.000000 Penalty: 1101.383423
	Iteration 51Q: 3 clusters Score -1.052732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180050 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10527316.000000 Penalty: 1101.383423
	Iteration 52Q: 3 clusters Score -1.052732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180058 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10527329.000000 Penalty: 1101.383423
	Iteration 53Q: 3 clusters Score -1.052733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180064 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10527328.000000 Penalty: 1101.383423
	Iteration 54Q: 3 clusters Score -1.052733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180068 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10527324.000000 Penalty: 1101.383423
	Iteration 55Q: 3 clusters Score -1.052732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180072 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10527332.000000 Penalty: 1101.383423
	Iteration 56Q: 3 clusters Score -1.052733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180081 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10527339.000000 Penalty: 1101.383423
	Iteration 57Q: 3 clusters Score -1.052734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180084 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10527349.000000 Penalty: 1101.383423
	Iteration 58Q: 3 clusters Score -1.052735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180088 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10527332.000000 Penalty: 1101.383423
	Iteration 59Q: 3 clusters Score -1.052733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10527333.000000 Penalty: 1101.383423
	Iteration 60F: 3 clusters Score -1.052733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10527337.000000 Penalty: 1101.383423
	Iteration 61Q: 3 clusters Score -1.052734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10527344.000000 Penalty: 1101.383423
	Iteration 62Q: 3 clusters Score -1.052734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180106 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10527349.000000 Penalty: 1101.383423
	Iteration 63Q: 3 clusters Score -1.052735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180110 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10527352.000000 Penalty: 1101.383423
	Iteration 64Q: 3 clusters Score -1.052735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180112 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10527351.000000 Penalty: 1101.383423
	Iteration 65Q: 3 clusters Score -1.052735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10527352.000000 Penalty: 1101.383423
	Iteration 66Q: 3 clusters Score -1.052735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180115 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10527354.000000 Penalty: 1101.383423
	Iteration 67Q: 3 clusters Score -1.052735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10527355.000000 Penalty: 1101.383423
	Iteration 68Q: 3 clusters Score -1.052736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10527350.000000 Penalty: 1101.383423
	Iteration 69Q: 3 clusters Score -1.052735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10527350.000000 Penalty: 1101.383423
	Iteration 70F: 3 clusters Score -1.052735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 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 574 members 
Entering Unmasked Estep 
Score: -58117.554688 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58117.55 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -58417.757812 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58417.76 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -58533.234375 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58533.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -58606.691406 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58606.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -58655.632812 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -58655.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -58696.433594 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -58696.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -58734.296875 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -58734.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -58798.863281 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58798.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -58882.355469 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58882.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -58949.566406 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58949.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58977.406250 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58977.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -58986.527344 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58986.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -58994.906250 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58994.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -59005.683594 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -59005.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59011.691406 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -59011.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59012.753906 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -59012.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59012.753906 Penalty: 633.650269
	Iteration 16F: 3 clusters Score -59012.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180433 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39500 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 16274 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12347 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 769 members 
Entering Unmasked Estep 
Score: -23059506.000000 Penalty: 15872.815430
Splitting cluster 11 changes total score from -23059776.000000 to -23059506.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -81727.304688 Penalty: 332.721191
	Iteration 0F: 2 clusters Score -81727.3 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 749 members 
Entering Unmasked Estep 
Score: -80603.585938 Penalty: 665.442383
	Iteration 0F: 3 clusters Score -80603.59 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -80934.828125 Penalty: 665.442383
	Iteration 1F: 3 clusters Score -80934.83 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -80986.109375 Penalty: 665.442383
	Iteration 2F: 3 clusters Score -80986.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -81024.859375 Penalty: 665.442383
	Iteration 3F: 3 clusters Score -81024.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81055.914062 Penalty: 665.442383
	Iteration 4Q: 3 clusters Score -81055.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -81076.070312 Penalty: 665.442383
	Iteration 5Q: 3 clusters Score -81076.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -81089.445312 Penalty: 665.442383
	Iteration 6Q: 3 clusters Score -81089.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -81102.242188 Penalty: 665.442383
	Iteration 7Q: 3 clusters Score -81102.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -81121.578125 Penalty: 665.442383
	Iteration 8Q: 3 clusters Score -81121.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -81139.234375 Penalty: 665.442383
	Iteration 9Q: 3 clusters Score -81139.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -81159.164062 Penalty: 665.442383
	Iteration 10Q: 3 clusters Score -81159.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -81180.765625 Penalty: 665.442383
	Iteration 11Q: 3 clusters Score -81180.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -81198.812500 Penalty: 665.442383
	Iteration 12Q: 3 clusters Score -81198.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -81216.234375 Penalty: 665.442383
	Iteration 13Q: 3 clusters Score -81216.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -81237.484375 Penalty: 665.442383
	Iteration 14Q: 3 clusters Score -81237.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -81261.648438 Penalty: 665.442383
	Iteration 15Q: 3 clusters Score -81261.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -81280.593750 Penalty: 665.442383
	Iteration 16Q: 3 clusters Score -81280.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -81288.554688 Penalty: 665.442383
	Iteration 17Q: 3 clusters Score -81288.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -81297.140625 Penalty: 665.442383
	Iteration 18Q: 3 clusters Score -81297.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -81310.765625 Penalty: 665.442383
	Iteration 19Q: 3 clusters Score -81310.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -81325.437500 Penalty: 665.442383
	Iteration 20F: 3 clusters Score -81325.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -81334.468750 Penalty: 665.442383
	Iteration 21Q: 3 clusters Score -81334.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -81347.359375 Penalty: 665.442383
	Iteration 22Q: 3 clusters Score -81347.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -81357.687500 Penalty: 665.442383
	Iteration 23Q: 3 clusters Score -81357.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -81366.710938 Penalty: 665.442383
	Iteration 24Q: 3 clusters Score -81366.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -81375.468750 Penalty: 665.442383
	Iteration 25Q: 3 clusters Score -81375.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -81389.218750 Penalty: 665.442383
	Iteration 26Q: 3 clusters Score -81389.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -81404.726562 Penalty: 665.442383
	Iteration 27Q: 3 clusters Score -81404.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -81416.859375 Penalty: 665.442383
	Iteration 28Q: 3 clusters Score -81416.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -81419.085938 Penalty: 665.442383
	Iteration 29Q: 3 clusters Score -81419.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -81421.367188 Penalty: 665.442383
	Iteration 30Q: 3 clusters Score -81421.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -81424.546875 Penalty: 665.442383
	Iteration 31Q: 3 clusters Score -81424.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -81427.312500 Penalty: 665.442383
	Iteration 32Q: 3 clusters Score -81427.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -81436.453125 Penalty: 665.442383
	Iteration 33Q: 3 clusters Score -81436.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -81438.093750 Penalty: 665.442383
	Iteration 34Q: 3 clusters Score -81438.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -81438.546875 Penalty: 665.442383
	Iteration 35Q: 3 clusters Score -81438.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -81439.843750 Penalty: 665.442383
	Iteration 36Q: 3 clusters Score -81439.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -81440.257812 Penalty: 665.442383
	Iteration 37Q: 3 clusters Score -81440.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -81440.554688 Penalty: 665.442383
	Iteration 38Q: 3 clusters Score -81440.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -81440.632812 Penalty: 665.442383
	Iteration 39Q: 3 clusters Score -81440.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -81440.632812 Penalty: 665.442383
	Iteration 40F: 3 clusters Score -81440.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -86824.867188 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86824.87 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -87206.976562 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87206.98 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -87310.710938 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87310.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -87431.234375 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87431.23 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -87524.531250 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -87524.53 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -87599.953125 Penalty: 670.058411
	Iteration 5F: 3 clusters Score -87599.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -87662.031250 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87662.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -87703.062500 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87703.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -87731.703125 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87731.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -87747.375000 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87747.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -87766.179688 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87766.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -87783.125000 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87783.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -87791.476562 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87791.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -87798.234375 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87798.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -87803.218750 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87803.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -87804.398438 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -87804.664062 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87804.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -87804.859375 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87804.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -87805.070312 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87805.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -87805.070312 Penalty: 670.058411
	Iteration 19F: 3 clusters Score -87805.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Entering Unmasked Estep 
Score: -2204115.000000 Penalty: 481.574554
	Iteration 0F: 2 clusters Score -2204115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2177394.750000 Penalty: 963.149109
	Iteration 0F: 3 clusters Score -2177395 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2189238.500000 Penalty: 963.149109
	Iteration 1F: 3 clusters Score -2189238 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2190187.000000 Penalty: 963.149109
	Iteration 2Q: 3 clusters Score -2190187 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2191600.250000 Penalty: 963.149109
	Iteration 3F: 3 clusters Score -2191600 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2193542.500000 Penalty: 963.149109
	Iteration 4F: 3 clusters Score -2193542 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -2195700.000000 Penalty: 963.149109
	Iteration 5F: 3 clusters Score -2195700 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -2197772.750000 Penalty: 963.149109
	Iteration 6F: 3 clusters Score -2197773 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -2199332.750000 Penalty: 963.149109
	Iteration 7F: 3 clusters Score -2199333 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -2200460.500000 Penalty: 963.149109
	Iteration 8Q: 3 clusters Score -2200460 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -2201317.000000 Penalty: 963.149109
	Iteration 9Q: 3 clusters Score -2201317 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -2202005.250000 Penalty: 963.149109
	Iteration 10Q: 3 clusters Score -2202005 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -2202526.000000 Penalty: 963.149109
	Iteration 11Q: 3 clusters Score -2202526 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -2202948.000000 Penalty: 963.149109
	Iteration 12Q: 3 clusters Score -2202948 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -2203226.250000 Penalty: 963.149109
	Iteration 13Q: 3 clusters Score -2203226 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -2203408.750000 Penalty: 963.149109
	Iteration 14Q: 3 clusters Score -2203409 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -2203545.750000 Penalty: 963.149109
	Iteration 15Q: 3 clusters Score -2203546 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -2203636.000000 Penalty: 963.149109
	Iteration 16Q: 3 clusters Score -2203636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -2203692.250000 Penalty: 963.149109
	Iteration 17Q: 3 clusters Score -2203692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -2203743.750000 Penalty: 963.149109
	Iteration 18Q: 3 clusters Score -2203744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -2203780.250000 Penalty: 963.149109
	Iteration 19Q: 3 clusters Score -2203780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -2203788.000000 Penalty: 963.149109
	Iteration 20F: 3 clusters Score -2203788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -2203790.750000 Penalty: 963.149109
	Iteration 21Q: 3 clusters Score -2203791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -2203793.750000 Penalty: 963.149109
	Iteration 22Q: 3 clusters Score -2203794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -2203798.250000 Penalty: 963.149109
	Iteration 23Q: 3 clusters Score -2203798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -2203802.750000 Penalty: 963.149109
	Iteration 24Q: 3 clusters Score -2203803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -2203807.500000 Penalty: 963.149109
	Iteration 25Q: 3 clusters Score -2203808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -2203811.750000 Penalty: 963.149109
	Iteration 26Q: 3 clusters Score -2203812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -2203814.000000 Penalty: 963.149109
	Iteration 27Q: 3 clusters Score -2203814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -2203815.750000 Penalty: 963.149109
	Iteration 28Q: 3 clusters Score -2203816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -2203815.750000 Penalty: 963.149109
	Iteration 29F: 3 clusters Score -2203816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -213904.390625 Penalty: 374.648560
	Iteration 0F: 2 clusters Score -213904.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -211332.531250 Penalty: 749.297119
	Iteration 0F: 3 clusters Score -211332.5 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -212334.375000 Penalty: 749.297119
	Iteration 1F: 3 clusters Score -212334.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -212481.578125 Penalty: 749.297119
	Iteration 2F: 3 clusters Score -212481.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -212597.906250 Penalty: 749.297119
	Iteration 3F: 3 clusters Score -212597.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -212709.375000 Penalty: 749.297119
	Iteration 4F: 3 clusters Score -212709.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -212819.015625 Penalty: 749.297119
	Iteration 5Q: 3 clusters Score -212819 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -212935.234375 Penalty: 749.297119
	Iteration 6Q: 3 clusters Score -212935.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -213063.875000 Penalty: 749.297119
	Iteration 7Q: 3 clusters Score -213063.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -213183.265625 Penalty: 749.297119
	Iteration 8Q: 3 clusters Score -213183.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -213298.218750 Penalty: 749.297119
	Iteration 9Q: 3 clusters Score -213298.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -213375.953125 Penalty: 749.297119
	Iteration 10Q: 3 clusters Score -213376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -213446.312500 Penalty: 749.297119
	Iteration 11Q: 3 clusters Score -213446.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -213498.906250 Penalty: 749.297119
	Iteration 12Q: 3 clusters Score -213498.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -213527.765625 Penalty: 749.297119
	Iteration 13Q: 3 clusters Score -213527.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -213547.296875 Penalty: 749.297119
	Iteration 14Q: 3 clusters Score -213547.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -213566.703125 Penalty: 749.297119
	Iteration 15Q: 3 clusters Score -213566.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -213576.859375 Penalty: 749.297119
	Iteration 16Q: 3 clusters Score -213576.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -213592.843750 Penalty: 749.297119
	Iteration 17Q: 3 clusters Score -213592.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -213603.718750 Penalty: 749.297119
	Iteration 18Q: 3 clusters Score -213603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -213612.968750 Penalty: 749.297119
	Iteration 19Q: 3 clusters Score -213613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -213619.546875 Penalty: 749.297119
	Iteration 20F: 3 clusters Score -213619.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -213624.671875 Penalty: 749.297119
	Iteration 21Q: 3 clusters Score -213624.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -213627.750000 Penalty: 749.297119
	Iteration 22Q: 3 clusters Score -213627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -213630.796875 Penalty: 749.297119
	Iteration 23Q: 3 clusters Score -213630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -213631.109375 Penalty: 749.297119
	Iteration 24Q: 3 clusters Score -213631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -213631.234375 Penalty: 749.297119
	Iteration 25Q: 3 clusters Score -213631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -213631.843750 Penalty: 749.297119
	Iteration 26Q: 3 clusters Score -213631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -213633.687500 Penalty: 749.297119
	Iteration 27Q: 3 clusters Score -213633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -213634.984375 Penalty: 749.297119
	Iteration 28Q: 3 clusters Score -213635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -213638.765625 Penalty: 749.297119
	Iteration 29Q: 3 clusters Score -213638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -213643.265625 Penalty: 749.297119
	Iteration 30Q: 3 clusters Score -213643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -213645.156250 Penalty: 749.297119
	Iteration 31Q: 3 clusters Score -213645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -213645.734375 Penalty: 749.297119
	Iteration 32Q: 3 clusters Score -213645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -213645.734375 Penalty: 749.297119
	Iteration 33F: 3 clusters Score -213645.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11349.324219 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11349.32 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 110 members 
Entering Unmasked Estep 
Score: -11065.721680 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11065.72 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11143.687500 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11143.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11194.761719 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11194.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11234.989258 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -11234.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11250.891602 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11250.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11270.296875 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11273.559570 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11273.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11278.213867 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11278.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11282.374023 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11282.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11285.291016 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11285.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11292.100586 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -11292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11316.558594 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -11316.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11320.644531 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -11320.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11323.375000 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -11323.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11326.386719 Penalty: 495.260010
	Iteration 14F: 3 clusters Score -11326.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11347.643555 Penalty: 495.260010
	Iteration 15Q: 3 clusters Score -11347.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11373.552734 Penalty: 495.260010
	Iteration 16Q: 3 clusters Score -11373.55 nChanged 8
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: -11400.856445 Penalty: 495.260010
	Iteration 17Q: 3 clusters Score -11400.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11427.891602 Penalty: 495.260010
	Iteration 18Q: 3 clusters Score -11427.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11446.164062 Penalty: 495.260010
	Iteration 19Q: 3 clusters Score -11446.16 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: -11458.901367 Penalty: 495.260010
	Iteration 20F: 3 clusters Score -11458.9 nChanged 2
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: -11463.716797 Penalty: 495.260010
	Iteration 21Q: 3 clusters Score -11463.72 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: -11467.128906 Penalty: 495.260010
	Iteration 22Q: 3 clusters Score -11467.13 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: -11469.798828 Penalty: 495.260010
	Iteration 23Q: 3 clusters Score -11469.8 nChanged 2
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: -11473.333984 Penalty: 495.260010
	Iteration 24Q: 3 clusters Score -11473.33 nChanged 0
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: -11473.333984 Penalty: 495.260010
	Iteration 25F: 3 clusters Score -11473.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180433 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39500 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 106 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 16274 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12347 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 125 members 
Entering Unmasked Estep 
Score: -23059544.000000 Penalty: 15872.815430
Splitting cluster 16 changes total score from -23059776.000000 to -23059544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -57856.140625 Penalty: 313.150909
	Iteration 0F: 2 clusters Score -57856.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57086.226562 Penalty: 626.301819
	Iteration 0F: 3 clusters Score -57086.23 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57336.261719 Penalty: 626.301819
	Iteration 1F: 3 clusters Score -57336.26 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57399.113281 Penalty: 626.301819
	Iteration 2F: 3 clusters Score -57399.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57450.164062 Penalty: 626.301819
	Iteration 3Q: 3 clusters Score -57450.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57504.925781 Penalty: 626.301819
	Iteration 4Q: 3 clusters Score -57504.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -57575.164062 Penalty: 626.301819
	Iteration 5F: 3 clusters Score -57575.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57621.519531 Penalty: 626.301819
	Iteration 6F: 3 clusters Score -57621.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57663.578125 Penalty: 626.301819
	Iteration 7Q: 3 clusters Score -57663.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -57685.273438 Penalty: 626.301819
	Iteration 8Q: 3 clusters Score -57685.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -57697.992188 Penalty: 626.301819
	Iteration 9Q: 3 clusters Score -57697.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -57711.855469 Penalty: 626.301819
	Iteration 10Q: 3 clusters Score -57711.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -57718.023438 Penalty: 626.301819
	Iteration 11Q: 3 clusters Score -57718.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -57721.089844 Penalty: 626.301819
	Iteration 12Q: 3 clusters Score -57721.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57722.812500 Penalty: 626.301819
	Iteration 13Q: 3 clusters Score -57722.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57723.074219 Penalty: 626.301819
	Iteration 14Q: 3 clusters Score -57723.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57723.074219 Penalty: 626.301819
	Iteration 15F: 3 clusters Score -57723.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -228038.718750 Penalty: 373.868896
	Iteration 0F: 2 clusters Score -228038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -225453.765625 Penalty: 747.737793
	Iteration 0F: 3 clusters Score -225453.8 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -226398.968750 Penalty: 747.737793
	Iteration 1F: 3 clusters Score -226399 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -226511.421875 Penalty: 747.737793
	Iteration 2F: 3 clusters Score -226511.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -226637.531250 Penalty: 747.737793
	Iteration 3F: 3 clusters Score -226637.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -226757.640625 Penalty: 747.737793
	Iteration 4F: 3 clusters Score -226757.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -226869.453125 Penalty: 747.737793
	Iteration 5F: 3 clusters Score -226869.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -226974.390625 Penalty: 747.737793
	Iteration 6Q: 3 clusters Score -226974.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -227072.000000 Penalty: 747.737793
	Iteration 7Q: 3 clusters Score -227072 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -227132.453125 Penalty: 747.737793
	Iteration 8Q: 3 clusters Score -227132.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -227173.390625 Penalty: 747.737793
	Iteration 9Q: 3 clusters Score -227173.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -227202.609375 Penalty: 747.737793
	Iteration 10Q: 3 clusters Score -227202.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -227222.046875 Penalty: 747.737793
	Iteration 11Q: 3 clusters Score -227222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -227233.843750 Penalty: 747.737793
	Iteration 12Q: 3 clusters Score -227233.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -227243.765625 Penalty: 747.737793
	Iteration 13Q: 3 clusters Score -227243.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -227255.796875 Penalty: 747.737793
	Iteration 14Q: 3 clusters Score -227255.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -227269.234375 Penalty: 747.737793
	Iteration 15Q: 3 clusters Score -227269.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -227279.156250 Penalty: 747.737793
	Iteration 16Q: 3 clusters Score -227279.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -227287.531250 Penalty: 747.737793
	Iteration 17Q: 3 clusters Score -227287.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -227293.765625 Penalty: 747.737793
	Iteration 18Q: 3 clusters Score -227293.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -227298.812500 Penalty: 747.737793
	Iteration 19Q: 3 clusters Score -227298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -227302.656250 Penalty: 747.737793
	Iteration 20F: 3 clusters Score -227302.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -227307.968750 Penalty: 747.737793
	Iteration 21Q: 3 clusters Score -227308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -227312.843750 Penalty: 747.737793
	Iteration 22Q: 3 clusters Score -227312.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -227316.984375 Penalty: 747.737793
	Iteration 23Q: 3 clusters Score -227317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -227321.312500 Penalty: 747.737793
	Iteration 24Q: 3 clusters Score -227321.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -227325.937500 Penalty: 747.737793
	Iteration 25Q: 3 clusters Score -227325.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -227330.875000 Penalty: 747.737793
	Iteration 26Q: 3 clusters Score -227330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -227333.890625 Penalty: 747.737793
	Iteration 27Q: 3 clusters Score -227333.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -227335.468750 Penalty: 747.737793
	Iteration 28Q: 3 clusters Score -227335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -227336.984375 Penalty: 747.737793
	Iteration 29Q: 3 clusters Score -227337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -227337.671875 Penalty: 747.737793
	Iteration 30Q: 3 clusters Score -227337.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -227339.171875 Penalty: 747.737793
	Iteration 31Q: 3 clusters Score -227339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -227340.796875 Penalty: 747.737793
	Iteration 32Q: 3 clusters Score -227340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -227341.937500 Penalty: 747.737793
	Iteration 33Q: 3 clusters Score -227341.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -227343.921875 Penalty: 747.737793
	Iteration 34Q: 3 clusters Score -227343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -227346.281250 Penalty: 747.737793
	Iteration 35Q: 3 clusters Score -227346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -227348.343750 Penalty: 747.737793
	Iteration 36Q: 3 clusters Score -227348.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -227349.718750 Penalty: 747.737793
	Iteration 37Q: 3 clusters Score -227349.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -227350.093750 Penalty: 747.737793
	Iteration 38Q: 3 clusters Score -227350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -227350.406250 Penalty: 747.737793
	Iteration 39Q: 3 clusters Score -227350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -227350.453125 Penalty: 747.737793
	Iteration 40F: 3 clusters Score -227350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -227350.546875 Penalty: 747.737793
	Iteration 41Q: 3 clusters Score -227350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -227350.546875 Penalty: 747.737793
	Iteration 42F: 3 clusters Score -227350.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Entering Unmasked Estep 
Score: -938515.750000 Penalty: 441.228241
	Iteration 0F: 2 clusters Score -938515.8 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 8079 members 
Entering Unmasked Estep 
Score: -927632.000000 Penalty: 882.456482
	Iteration 0F: 3 clusters Score -927632 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -931857.562500 Penalty: 882.456482
	Iteration 1F: 3 clusters Score -931857.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -932063.625000 Penalty: 882.456482
	Iteration 2Q: 3 clusters Score -932063.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -932416.062500 Penalty: 882.456482
	Iteration 3F: 3 clusters Score -932416.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -933089.250000 Penalty: 882.456482
	Iteration 4F: 3 clusters Score -933089.2 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -934130.875000 Penalty: 882.456482
	Iteration 5F: 3 clusters Score -934130.9 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -935456.437500 Penalty: 882.456482
	Iteration 6F: 3 clusters Score -935456.4 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -936587.875000 Penalty: 882.456482
	Iteration 7F: 3 clusters Score -936587.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -937317.687500 Penalty: 882.456482
	Iteration 8Q: 3 clusters Score -937317.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -937718.250000 Penalty: 882.456482
	Iteration 9Q: 3 clusters Score -937718.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -937946.062500 Penalty: 882.456482
	Iteration 10Q: 3 clusters Score -937946.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -938083.625000 Penalty: 882.456482
	Iteration 11Q: 3 clusters Score -938083.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -938161.500000 Penalty: 882.456482
	Iteration 12Q: 3 clusters Score -938161.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -938201.625000 Penalty: 882.456482
	Iteration 13Q: 3 clusters Score -938201.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -938221.000000 Penalty: 882.456482
	Iteration 14Q: 3 clusters Score -938221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -938226.000000 Penalty: 882.456482
	Iteration 15Q: 3 clusters Score -938226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -938225.250000 Penalty: 882.456482
	Iteration 16Q: 3 clusters Score -938225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -938227.500000 Penalty: 882.456482
	Iteration 17Q: 3 clusters Score -938227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -938227.500000 Penalty: 882.456482
	Iteration 18F: 3 clusters Score -938227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -331890.875000 Penalty: 396.550171
	Iteration 0F: 2 clusters Score -331890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -327749.531250 Penalty: 793.100342
	Iteration 0F: 3 clusters Score -327749.5 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -329362.625000 Penalty: 793.100342
	Iteration 1F: 3 clusters Score -329362.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -329534.375000 Penalty: 793.100342
	Iteration 2F: 3 clusters Score -329534.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -329742.156250 Penalty: 793.100342
	Iteration 3F: 3 clusters Score -329742.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -329977.406250 Penalty: 793.100342
	Iteration 4F: 3 clusters Score -329977.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -330285.781250 Penalty: 793.100342
	Iteration 5F: 3 clusters Score -330285.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -330669.187500 Penalty: 793.100342
	Iteration 6F: 3 clusters Score -330669.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -331029.718750 Penalty: 793.100342
	Iteration 7F: 3 clusters Score -331029.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -331286.468750 Penalty: 793.100342
	Iteration 8Q: 3 clusters Score -331286.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -331471.156250 Penalty: 793.100342
	Iteration 9Q: 3 clusters Score -331471.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -331575.781250 Penalty: 793.100342
	Iteration 10Q: 3 clusters Score -331575.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -331622.750000 Penalty: 793.100342
	Iteration 11Q: 3 clusters Score -331622.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -331650.500000 Penalty: 793.100342
	Iteration 12Q: 3 clusters Score -331650.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -331662.000000 Penalty: 793.100342
	Iteration 13Q: 3 clusters Score -331662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -331668.718750 Penalty: 793.100342
	Iteration 14Q: 3 clusters Score -331668.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -331673.937500 Penalty: 793.100342
	Iteration 15Q: 3 clusters Score -331673.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -331677.093750 Penalty: 793.100342
	Iteration 16Q: 3 clusters Score -331677.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -331678.531250 Penalty: 793.100342
	Iteration 17Q: 3 clusters Score -331678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -331678.968750 Penalty: 793.100342
	Iteration 18Q: 3 clusters Score -331679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -331680.562500 Penalty: 793.100342
	Iteration 19Q: 3 clusters Score -331680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -331682.093750 Penalty: 793.100342
	Iteration 20F: 3 clusters Score -331682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -331683.125000 Penalty: 793.100342
	Iteration 21Q: 3 clusters Score -331683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -331683.531250 Penalty: 793.100342
	Iteration 22Q: 3 clusters Score -331683.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -331684.718750 Penalty: 793.100342
	Iteration 23Q: 3 clusters Score -331684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -331685.343750 Penalty: 793.100342
	Iteration 24Q: 3 clusters Score -331685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -331685.156250 Penalty: 793.100342
	Iteration 25Q: 3 clusters Score -331685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -331685.531250 Penalty: 793.100342
	Iteration 26Q: 3 clusters Score -331685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -331686.593750 Penalty: 793.100342
	Iteration 27Q: 3 clusters Score -331686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -331687.781250 Penalty: 793.100342
	Iteration 28Q: 3 clusters Score -331687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -331687.968750 Penalty: 793.100342
	Iteration 29Q: 3 clusters Score -331688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -331688.718750 Penalty: 793.100342
	Iteration 30Q: 3 clusters Score -331688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -331688.406250 Penalty: 793.100342
	Iteration 31Q: 3 clusters Score -331688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -331688.625000 Penalty: 793.100342
	Iteration 32Q: 3 clusters Score -331688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -331689.375000 Penalty: 793.100342
	Iteration 33Q: 3 clusters Score -331689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -331689.062500 Penalty: 793.100342
	Iteration 34Q: 3 clusters Score -331689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -331689.312500 Penalty: 793.100342
	Iteration 35Q: 3 clusters Score -331689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -331689.937500 Penalty: 793.100342
	Iteration 36Q: 3 clusters Score -331689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -331690.187500 Penalty: 793.100342
	Iteration 37Q: 3 clusters Score -331690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -331689.906250 Penalty: 793.100342
	Iteration 38Q: 3 clusters Score -331689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -331689.312500 Penalty: 793.100342
	Iteration 39Q: 3 clusters Score -331689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -331689.562500 Penalty: 793.100342
	Iteration 40F: 3 clusters Score -331689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -331689.375000 Penalty: 793.100342
	Iteration 41Q: 3 clusters Score -331689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -331689.187500 Penalty: 793.100342
	Iteration 42Q: 3 clusters Score -331689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -331689.406250 Penalty: 793.100342
	Iteration 43Q: 3 clusters Score -331689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -331689.406250 Penalty: 793.100342
	Iteration 44F: 3 clusters Score -331689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 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 1002 members 
Entering Unmasked Estep 
Score: -106111.984375 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106112 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -106608.828125 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106608.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -106756.531250 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106756.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -106875.039062 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106875 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -106967.984375 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -106968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -107017.968750 Penalty: 687.634949
	Iteration 5Q: 3 clusters Score -107018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -107049.968750 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -107050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -107077.148438 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107077.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -107094.679688 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107094.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -107105.406250 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -107118.640625 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107118.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -107135.796875 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107135.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -107150.992188 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -107164.945312 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -107176.281250 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107176.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -107185.492188 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -107190.515625 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107190.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -107195.710938 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107195.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -107200.460938 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -107201.445312 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -107202.648438 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107202.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45240.832031 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45240.83 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45425.332031 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45425.33 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45474.863281 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45474.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45510.546875 Penalty: 609.654541
	Iteration 3F: 3 clusters Score -45510.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45535.101562 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45535.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -45557.148438 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45557.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -45573.222656 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45573.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -45580.968750 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45580.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -45588.015625 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45588.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -45598.210938 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45598.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45606.730469 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45606.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -45613.496094 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -45621.734375 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45621.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -45628.777344 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45628.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -45634.789062 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45634.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -45643.312500 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45643.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -45652.769531 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45652.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -45657.367188 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45657.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -45669.972656 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45669.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -45684.835938 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45684.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -45690.726562 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45690.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -45693.320312 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45693.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -45696.832031 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45696.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -45700.828125 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45700.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -45700.828125 Penalty: 609.654541
	Iteration 24F: 3 clusters Score -45700.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13154.557617 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13154.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12845.147461 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -12845.15 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12970.185547 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -12970.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13006.937500 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -13006.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13019.621094 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -13019.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13028.424805 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -13028.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13029.535156 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -13029.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13029.535156 Penalty: 504.965912
	Iteration 6F: 3 clusters Score -13029.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Entering Unmasked Estep 
Score: -779622.062500 Penalty: 428.663147
	Iteration 0F: 2 clusters Score -779622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -771285.562500 Penalty: 857.326294
	Iteration 0F: 3 clusters Score -771285.6 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -774777.000000 Penalty: 857.326294
	Iteration 1F: 3 clusters Score -774777 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -775118.000000 Penalty: 857.326294
	Iteration 2F: 3 clusters Score -775118 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -775590.875000 Penalty: 857.326294
	Iteration 3F: 3 clusters Score -775590.9 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -776258.375000 Penalty: 857.326294
	Iteration 4F: 3 clusters Score -776258.4 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -777007.875000 Penalty: 857.326294
	Iteration 5F: 3 clusters Score -777007.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -777764.187500 Penalty: 857.326294
	Iteration 6F: 3 clusters Score -777764.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -778371.812500 Penalty: 857.326294
	Iteration 7F: 3 clusters Score -778371.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -778806.937500 Penalty: 857.326294
	Iteration 8Q: 3 clusters Score -778806.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -779025.187500 Penalty: 857.326294
	Iteration 9Q: 3 clusters Score -779025.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -779121.937500 Penalty: 857.326294
	Iteration 10Q: 3 clusters Score -779121.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -779171.687500 Penalty: 857.326294
	Iteration 11Q: 3 clusters Score -779171.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -779189.375000 Penalty: 857.326294
	Iteration 12Q: 3 clusters Score -779189.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -779205.937500 Penalty: 857.326294
	Iteration 13Q: 3 clusters Score -779205.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -779218.812500 Penalty: 857.326294
	Iteration 14Q: 3 clusters Score -779218.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -779228.312500 Penalty: 857.326294
	Iteration 15Q: 3 clusters Score -779228.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -779234.812500 Penalty: 857.326294
	Iteration 16Q: 3 clusters Score -779234.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -779237.000000 Penalty: 857.326294
	Iteration 17Q: 3 clusters Score -779237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -779239.562500 Penalty: 857.326294
	Iteration 18Q: 3 clusters Score -779239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -779239.562500 Penalty: 857.326294
	Iteration 19Q: 3 clusters Score -779239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -779242.562500 Penalty: 857.326294
	Iteration 20F: 3 clusters Score -779242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -779244.187500 Penalty: 857.326294
	Iteration 21Q: 3 clusters Score -779244.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -779247.062500 Penalty: 857.326294
	Iteration 22Q: 3 clusters Score -779247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -779246.562500 Penalty: 857.326294
	Iteration 23Q: 3 clusters Score -779246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -779246.750000 Penalty: 857.326294
	Iteration 24Q: 3 clusters Score -779246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -779248.875000 Penalty: 857.326294
	Iteration 25Q: 3 clusters Score -779248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -779248.875000 Penalty: 857.326294
	Iteration 26Q: 3 clusters Score -779248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -779250.187500 Penalty: 857.326294
	Iteration 27Q: 3 clusters Score -779250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -779250.625000 Penalty: 857.326294
	Iteration 28Q: 3 clusters Score -779250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -779250.937500 Penalty: 857.326294
	Iteration 29Q: 3 clusters Score -779250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -779252.062500 Penalty: 857.326294
	Iteration 30Q: 3 clusters Score -779252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -779251.500000 Penalty: 857.326294
	Iteration 31Q: 3 clusters Score -779251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -779251.062500 Penalty: 857.326294
	Iteration 32Q: 3 clusters Score -779251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -779252.375000 Penalty: 857.326294
	Iteration 33Q: 3 clusters Score -779252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -779253.000000 Penalty: 857.326294
	Iteration 34Q: 3 clusters Score -779253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -779255.937500 Penalty: 857.326294
	Iteration 35Q: 3 clusters Score -779255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -779255.375000 Penalty: 857.326294
	Iteration 36Q: 3 clusters Score -779255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -779255.500000 Penalty: 857.326294
	Iteration 37Q: 3 clusters Score -779255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -779255.500000 Penalty: 857.326294
	Iteration 38Q: 3 clusters Score -779255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -779255.812500 Penalty: 857.326294
	Iteration 39Q: 3 clusters Score -779255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -779256.375000 Penalty: 857.326294
	Iteration 40F: 3 clusters Score -779256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 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 241 members 
Entering Unmasked Estep 
Score: -26268.900391 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26268.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26435.476562 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26435.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26510.054688 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26510.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26541.865234 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -26541.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26562.964844 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -26562.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26576.943359 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26576.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26590.710938 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26590.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26597.082031 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26597.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26603.355469 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26603.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26606.271484 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26606.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26607.416016 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26607.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26608.312500 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26608.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26608.724609 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -26608.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26609.191406 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -26609.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26609.535156 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -26609.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26610.082031 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -26610.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26610.304688 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -26610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26611.771484 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -26611.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26612.363281 Penalty: 562.003906
	Iteration 18Q: 3 clusters Score -26612.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26613.369141 Penalty: 562.003906
	Iteration 19Q: 3 clusters Score -26613.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26614.357422 Penalty: 562.003906
	Iteration 20F: 3 clusters Score -26614.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26616.427734 Penalty: 562.003906
	Iteration 21Q: 3 clusters Score -26616.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26619.945312 Penalty: 562.003906
	Iteration 22Q: 3 clusters Score -26619.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26623.933594 Penalty: 562.003906
	Iteration 23Q: 3 clusters Score -26623.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26627.873047 Penalty: 562.003906
	Iteration 24Q: 3 clusters Score -26627.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26632.712891 Penalty: 562.003906
	Iteration 25Q: 3 clusters Score -26632.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26634.496094 Penalty: 562.003906
	Iteration 26Q: 3 clusters Score -26634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26637.744141 Penalty: 562.003906
	Iteration 27Q: 3 clusters Score -26637.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26641.599609 Penalty: 562.003906
	Iteration 28Q: 3 clusters Score -26641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26643.894531 Penalty: 562.003906
	Iteration 29Q: 3 clusters Score -26643.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26644.974609 Penalty: 562.003906
	Iteration 30Q: 3 clusters Score -26644.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26647.042969 Penalty: 562.003906
	Iteration 31Q: 3 clusters Score -26647.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26648.144531 Penalty: 562.003906
	Iteration 32Q: 3 clusters Score -26648.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26648.144531 Penalty: 562.003906
	Iteration 33F: 3 clusters Score -26648.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7790.834961 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7790.835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7833.196777 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7833.197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7879.284668 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -7879.285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7905.453613 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -7905.454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7930.636719 Penalty: 464.641052
	Iteration 4F: 3 clusters Score -7930.637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7940.382812 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -7940.383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7950.151855 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -7950.152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7952.823730 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -7952.824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7952.823730 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -7952.824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180433 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39500 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 16274 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12347 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059756.000000 Penalty: 15284.933594
Iteration 199Q: 27 clusters Score -2.305976e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180424 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39475 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 16270 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12382 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059758.000000 Penalty: 15284.933594
Iteration 200F: 27 clusters Score -2.305976e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128849 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180422 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 980 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 16270 members 
Mstep: Class 20 contains 6085 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12409 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059772.000000 Penalty: 15284.933594
Iteration 201Q: 27 clusters Score -2.305977e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128867 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180414 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39439 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 16270 members 
Mstep: Class 20 contains 6079 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12436 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059770.000000 Penalty: 15284.933594
Iteration 202Q: 27 clusters Score -2.305977e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128900 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180401 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39427 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 16265 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12451 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059778.000000 Penalty: 15284.933594
Iteration 203Q: 27 clusters Score -2.305978e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 180401 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39406 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 16256 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12474 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059772.000000 Penalty: 15284.933594
Iteration 204Q: 27 clusters Score -2.305977e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128935 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 180411 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39378 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 16245 members 
Mstep: Class 20 contains 6067 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12501 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059796.000000 Penalty: 15284.933594
Iteration 205Q: 27 clusters Score -2.30598e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 180415 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 16239 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12533 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059826.000000 Penalty: 15284.933594
Iteration 206Q: 27 clusters Score -2.305983e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 180394 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39324 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12567 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059880.000000 Penalty: 15284.933594
Iteration 207Q: 27 clusters Score -2.305988e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 180396 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12597 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059892.000000 Penalty: 15284.933594
Iteration 208Q: 27 clusters Score -2.305989e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 180395 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39272 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 16215 members 
Mstep: Class 20 contains 6053 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12630 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059890.000000 Penalty: 15284.933594
Iteration 209Q: 27 clusters Score -2.305989e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129001 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 936 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 180365 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 16212 members 
Mstep: Class 20 contains 6049 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059858.000000 Penalty: 15284.933594
Iteration 210Q: 27 clusters Score -2.305986e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 937 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180342 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 16212 members 
Mstep: Class 20 contains 6045 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059870.000000 Penalty: 15284.933594
Iteration 211Q: 27 clusters Score -2.305987e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180327 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39212 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 16223 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059840.000000 Penalty: 15284.933594
Iteration 212Q: 27 clusters Score -2.305984e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180318 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39190 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 16229 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12730 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059868.000000 Penalty: 15284.933594
Iteration 213Q: 27 clusters Score -2.305987e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129052 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 180302 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39170 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12750 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059916.000000 Penalty: 15284.933594
Iteration 214Q: 27 clusters Score -2.305992e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129093 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 180280 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39147 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 6038 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12761 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059860.000000 Penalty: 15284.933594
Iteration 215Q: 27 clusters Score -2.305986e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129106 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180282 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39127 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 16225 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12773 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059912.000000 Penalty: 15284.933594
Iteration 216Q: 27 clusters Score -2.305991e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180298 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39107 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 16223 members 
Mstep: Class 20 contains 6034 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12795 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059904.000000 Penalty: 15284.933594
Iteration 217Q: 27 clusters Score -2.30599e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 180291 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39090 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 16229 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12819 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059900.000000 Penalty: 15284.933594
Iteration 218Q: 27 clusters Score -2.30599e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129097 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 180295 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39069 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 16227 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12841 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059892.000000 Penalty: 15284.933594
Iteration 219Q: 27 clusters Score -2.305989e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129104 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180297 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39053 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 16237 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12851 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059880.000000 Penalty: 15284.933594
Iteration 220F: 27 clusters Score -2.305988e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129105 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 180304 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39034 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 16243 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12868 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059904.000000 Penalty: 15284.933594
Iteration 221Q: 27 clusters Score -2.30599e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180305 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 39012 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 16250 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12883 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059930.000000 Penalty: 15284.933594
Iteration 222Q: 27 clusters Score -2.305993e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129115 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180299 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38987 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 16263 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12900 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059934.000000 Penalty: 15284.933594
Iteration 223Q: 27 clusters Score -2.305993e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180288 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38973 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 16275 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059908.000000 Penalty: 15284.933594
Iteration 224Q: 27 clusters Score -2.305991e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129116 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180285 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38958 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 16281 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12926 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059950.000000 Penalty: 15284.933594
Iteration 225Q: 27 clusters Score -2.305995e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180279 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38953 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059942.000000 Penalty: 15284.933594
Iteration 226Q: 27 clusters Score -2.305994e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129127 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180272 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38945 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12948 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059946.000000 Penalty: 15284.933594
Iteration 227Q: 27 clusters Score -2.305995e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 180280 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38939 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12955 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059962.000000 Penalty: 15284.933594
Iteration 228Q: 27 clusters Score -2.305996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129131 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180269 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38934 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 998 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12962 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059962.000000 Penalty: 15284.933594
Iteration 229Q: 27 clusters Score -2.305996e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129129 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 180266 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38925 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12969 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059916.000000 Penalty: 15284.933594
Iteration 230Q: 27 clusters Score -2.305992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 180258 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38919 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 16290 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12975 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059936.000000 Penalty: 15284.933594
Iteration 231Q: 27 clusters Score -2.305994e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129133 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 180245 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38907 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 16303 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12981 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059928.000000 Penalty: 15284.933594
Iteration 232Q: 27 clusters Score -2.305993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129135 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180238 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38895 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 16311 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12985 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059932.000000 Penalty: 15284.933594
Iteration 233Q: 27 clusters Score -2.305993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129133 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 180240 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38882 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 16317 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12992 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059956.000000 Penalty: 15284.933594
Iteration 234Q: 27 clusters Score -2.305996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 180241 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38868 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 16320 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 12998 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059984.000000 Penalty: 15284.933594
Iteration 235Q: 27 clusters Score -2.305998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129146 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180238 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38862 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16319 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13002 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059974.000000 Penalty: 15284.933594
Iteration 236Q: 27 clusters Score -2.305997e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180239 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38860 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16318 members 
Mstep: Class 20 contains 6020 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13008 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059950.000000 Penalty: 15284.933594
Iteration 237Q: 27 clusters Score -2.305995e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180248 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38855 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16321 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13013 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059952.000000 Penalty: 15284.933594
Iteration 238Q: 27 clusters Score -2.305995e+07 nChanged 42
Entering ConstructFrom: 
Score: -23059952.000000 Penalty: 15284.933594
Entering ConstructFrom: 
Trying to split cluster 1 (129142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129142 members 
Entering Unmasked Estep 
Score: -7713415.500000 Penalty: 535.474426
	Iteration 0F: 2 clusters Score -7713416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -7631360.500000 Penalty: 1070.948853
	Iteration 0F: 3 clusters Score -7631360 nChanged 63435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -7670236.000000 Penalty: 1070.948853
	Iteration 1F: 3 clusters Score -7670236 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -7673209.000000 Penalty: 1070.948853
	Iteration 2F: 3 clusters Score -7673209 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -7677945.000000 Penalty: 1070.948853
	Iteration 3F: 3 clusters Score -7677945 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -7684967.500000 Penalty: 1070.948853
	Iteration 4F: 3 clusters Score -7684968 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -7692572.500000 Penalty: 1070.948853
	Iteration 5F: 3 clusters Score -7692572 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -7696966.000000 Penalty: 1070.948853
	Iteration 6F: 3 clusters Score -7696966 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -7698454.500000 Penalty: 1070.948853
	Iteration 7Q: 3 clusters Score -7698454 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -7699094.000000 Penalty: 1070.948853
	Iteration 8Q: 3 clusters Score -7699094 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -7699666.000000 Penalty: 1070.948853
	Iteration 9Q: 3 clusters Score -7699666 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -7700144.000000 Penalty: 1070.948853
	Iteration 10Q: 3 clusters Score -7700144 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -7700641.500000 Penalty: 1070.948853
	Iteration 11Q: 3 clusters Score -7700642 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -7701164.000000 Penalty: 1070.948853
	Iteration 12Q: 3 clusters Score -7701164 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -7701826.500000 Penalty: 1070.948853
	Iteration 13Q: 3 clusters Score -7701826 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -7702602.000000 Penalty: 1070.948853
	Iteration 14Q: 3 clusters Score -7702602 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -7703461.500000 Penalty: 1070.948853
	Iteration 15Q: 3 clusters Score -7703462 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -7704455.000000 Penalty: 1070.948853
	Iteration 16Q: 3 clusters Score -7704455 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -7705449.500000 Penalty: 1070.948853
	Iteration 17Q: 3 clusters Score -7705450 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -7706328.000000 Penalty: 1070.948853
	Iteration 18Q: 3 clusters Score -7706328 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -7707222.500000 Penalty: 1070.948853
	Iteration 19Q: 3 clusters Score -7707222 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -7707836.000000 Penalty: 1070.948853
	Iteration 20F: 3 clusters Score -7707836 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -7708342.000000 Penalty: 1070.948853
	Iteration 21Q: 3 clusters Score -7708342 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -7708639.500000 Penalty: 1070.948853
	Iteration 22Q: 3 clusters Score -7708640 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -7708898.000000 Penalty: 1070.948853
	Iteration 23Q: 3 clusters Score -7708898 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -7709049.500000 Penalty: 1070.948853
	Iteration 24Q: 3 clusters Score -7709050 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -7709174.000000 Penalty: 1070.948853
	Iteration 25Q: 3 clusters Score -7709174 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -7709255.000000 Penalty: 1070.948853
	Iteration 26Q: 3 clusters Score -7709255 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -7709326.000000 Penalty: 1070.948853
	Iteration 27Q: 3 clusters Score -7709326 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 85942 members 
Entering Unmasked Estep 
Score: -7709373.500000 Penalty: 1070.948853
	Iteration 28Q: 3 clusters Score -7709374 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -7709382.500000 Penalty: 1070.948853
	Iteration 29Q: 3 clusters Score -7709382 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -7709381.500000 Penalty: 1070.948853
	Iteration 30Q: 3 clusters Score -7709382 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -7709413.000000 Penalty: 1070.948853
	Iteration 31Q: 3 clusters Score -7709413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -7709449.500000 Penalty: 1070.948853
	Iteration 32Q: 3 clusters Score -7709450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -7709456.500000 Penalty: 1070.948853
	Iteration 33Q: 3 clusters Score -7709456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -7709462.500000 Penalty: 1070.948853
	Iteration 34Q: 3 clusters Score -7709462 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -7709426.500000 Penalty: 1070.948853
	Iteration 35Q: 3 clusters Score -7709426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -7709426.500000 Penalty: 1070.948853
	Iteration 36Q: 3 clusters Score -7709426 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -7709422.000000 Penalty: 1070.948853
	Iteration 37Q: 3 clusters Score -7709422 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -7709414.000000 Penalty: 1070.948853
	Iteration 38Q: 3 clusters Score -7709414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -7709414.500000 Penalty: 1070.948853
	Iteration 39Q: 3 clusters Score -7709414 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -7709390.500000 Penalty: 1070.948853
	Iteration 40F: 3 clusters Score -7709390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -7709381.500000 Penalty: 1070.948853
	Iteration 41Q: 3 clusters Score -7709382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -7709366.000000 Penalty: 1070.948853
	Iteration 42Q: 3 clusters Score -7709366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -7709368.500000 Penalty: 1070.948853
	Iteration 43Q: 3 clusters Score -7709368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -7709391.500000 Penalty: 1070.948853
	Iteration 44Q: 3 clusters Score -7709392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -7709383.000000 Penalty: 1070.948853
	Iteration 45Q: 3 clusters Score -7709383 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -7709390.000000 Penalty: 1070.948853
	Iteration 46Q: 3 clusters Score -7709390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -7709380.000000 Penalty: 1070.948853
	Iteration 47Q: 3 clusters Score -7709380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -7709373.500000 Penalty: 1070.948853
	Iteration 48Q: 3 clusters Score -7709374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -7709371.500000 Penalty: 1070.948853
	Iteration 49Q: 3 clusters Score -7709372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -7709364.000000 Penalty: 1070.948853
	Iteration 50Q: 3 clusters Score -7709364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -7709361.000000 Penalty: 1070.948853
	Iteration 51Q: 3 clusters Score -7709361 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -7709337.000000 Penalty: 1070.948853
	Iteration 52Q: 3 clusters Score -7709337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 88645 members 
Entering Unmasked Estep 
Score: -7709348.000000 Penalty: 1070.948853
	Iteration 53Q: 3 clusters Score -7709348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -7709337.500000 Penalty: 1070.948853
	Iteration 54Q: 3 clusters Score -7709338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -7709330.000000 Penalty: 1070.948853
	Iteration 55Q: 3 clusters Score -7709330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -7709330.000000 Penalty: 1070.948853
	Iteration 56Q: 3 clusters Score -7709330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -7709332.500000 Penalty: 1070.948853
	Iteration 57Q: 3 clusters Score -7709332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -7709333.500000 Penalty: 1070.948853
	Iteration 58Q: 3 clusters Score -7709334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -7709343.500000 Penalty: 1070.948853
	Iteration 59Q: 3 clusters Score -7709344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -7709334.500000 Penalty: 1070.948853
	Iteration 60F: 3 clusters Score -7709334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -7709327.500000 Penalty: 1070.948853
	Iteration 61Q: 3 clusters Score -7709328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -7709329.500000 Penalty: 1070.948853
	Iteration 62Q: 3 clusters Score -7709330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 89106 members 
Entering Unmasked Estep 
Score: -7709335.500000 Penalty: 1070.948853
	Iteration 63Q: 3 clusters Score -7709336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -7709323.500000 Penalty: 1070.948853
	Iteration 64Q: 3 clusters Score -7709324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -7709318.000000 Penalty: 1070.948853
	Iteration 65Q: 3 clusters Score -7709318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -7709311.000000 Penalty: 1070.948853
	Iteration 66Q: 3 clusters Score -7709311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -7709324.000000 Penalty: 1070.948853
	Iteration 67Q: 3 clusters Score -7709324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -7709321.000000 Penalty: 1070.948853
	Iteration 68Q: 3 clusters Score -7709321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -7709326.000000 Penalty: 1070.948853
	Iteration 69Q: 3 clusters Score -7709326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 89326 members 
Entering Unmasked Estep 
Score: -7709332.000000 Penalty: 1070.948853
	Iteration 70Q: 3 clusters Score -7709332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -7709327.000000 Penalty: 1070.948853
	Iteration 71Q: 3 clusters Score -7709327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -7709323.000000 Penalty: 1070.948853
	Iteration 72Q: 3 clusters Score -7709323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -7709330.500000 Penalty: 1070.948853
	Iteration 73Q: 3 clusters Score -7709330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -7709332.000000 Penalty: 1070.948853
	Iteration 74Q: 3 clusters Score -7709332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -7709328.000000 Penalty: 1070.948853
	Iteration 75Q: 3 clusters Score -7709328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -7709321.500000 Penalty: 1070.948853
	Iteration 76Q: 3 clusters Score -7709322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -7709328.000000 Penalty: 1070.948853
	Iteration 77Q: 3 clusters Score -7709328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -7709319.500000 Penalty: 1070.948853
	Iteration 78Q: 3 clusters Score -7709320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -7709319.500000 Penalty: 1070.948853
	Iteration 79Q: 3 clusters Score -7709320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -7709318.000000 Penalty: 1070.948853
	Iteration 80F: 3 clusters Score -7709318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -7709313.500000 Penalty: 1070.948853
	Iteration 81Q: 3 clusters Score -7709314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -7709311.500000 Penalty: 1070.948853
	Iteration 82Q: 3 clusters Score -7709312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -7709305.500000 Penalty: 1070.948853
	Iteration 83Q: 3 clusters Score -7709306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -7709307.500000 Penalty: 1070.948853
	Iteration 84Q: 3 clusters Score -7709308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -7709304.500000 Penalty: 1070.948853
	Iteration 85Q: 3 clusters Score -7709304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -7709306.500000 Penalty: 1070.948853
	Iteration 86Q: 3 clusters Score -7709306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -7709301.500000 Penalty: 1070.948853
	Iteration 87Q: 3 clusters Score -7709302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 89696 members 
Entering Unmasked Estep 
Score: -7709301.500000 Penalty: 1070.948853
	Iteration 88Q: 3 clusters Score -7709302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -7709299.000000 Penalty: 1070.948853
	Iteration 89Q: 3 clusters Score -7709299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -7709304.000000 Penalty: 1070.948853
	Iteration 90Q: 3 clusters Score -7709304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -7709308.000000 Penalty: 1070.948853
	Iteration 91Q: 3 clusters Score -7709308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -7709312.000000 Penalty: 1070.948853
	Iteration 92Q: 3 clusters Score -7709312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -7709305.500000 Penalty: 1070.948853
	Iteration 93Q: 3 clusters Score -7709306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -7709305.500000 Penalty: 1070.948853
	Iteration 94Q: 3 clusters Score -7709306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -7709300.000000 Penalty: 1070.948853
	Iteration 95Q: 3 clusters Score -7709300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -7709307.500000 Penalty: 1070.948853
	Iteration 96Q: 3 clusters Score -7709308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -7709307.500000 Penalty: 1070.948853
	Iteration 97F: 3 clusters Score -7709308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19537.962891 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19537.96 nChanged 123
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: -19693.662109 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19693.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19825.253906 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19825.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19869.269531 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19869.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19896.220703 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19896.22 nChanged 14
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: -19927.421875 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19927.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19941.281250 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19941.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19945.775391 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19945.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19945.775391 Penalty: 537.882507
	Iteration 8F: 3 clusters Score -19945.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129142 members 
Mstep: Class 2 contains 63 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 180247 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16324 members 
Mstep: Class 20 contains 6011 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 306 members 
Entering Unmasked Estep 
Score: -23059666.000000 Penalty: 15872.815430
Splitting cluster 2 changes total score from -23059952.000000 to -23059666.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22829.105469 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22829.11 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 213 members 
Entering Unmasked Estep 
Score: -22398.052734 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22398.05 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22489.597656 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22489.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22531.128906 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22531.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22570.974609 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -22570.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22594.478516 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22594.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22609.257812 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22609.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22617.103516 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22626.375000 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22626.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22634.796875 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -22635.826172 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22635.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22636.554688 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22636.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22637.283203 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -22637.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22637.283203 Penalty: 541.745117
	Iteration 12F: 3 clusters Score -22637.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 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 78 members 
Entering Unmasked Estep 
Score: -7014.187988 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7014.188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7123.575684 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7123.576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7142.628418 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7142.628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7159.286621 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7159.287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7166.537109 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7166.537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7171.932129 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7171.932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7174.010254 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7174.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7174.010254 Penalty: 454.746338
	Iteration 7F: 3 clusters Score -7174.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1796.097778 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1796.098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1840.953735 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1840.954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1865.255615 Penalty: 369.500305
	Iteration 2F: 3 clusters Score -1865.256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1879.584351 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -1879.584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1886.466064 Penalty: 369.500305
	Iteration 4Q: 3 clusters Score -1886.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1886.466064 Penalty: 369.500305
	Iteration 5F: 3 clusters Score -1886.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1837.150391 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1837.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1847.096313 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1847.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1848.921997 Penalty: 355.994110
	Iteration 2Q: 3 clusters Score -1848.922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1848.921997 Penalty: 355.994110
	Iteration 3F: 3 clusters Score -1848.922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7746.383789 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7746.384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7869.285156 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7869.285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7900.964355 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7900.964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -7907.489746 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -7907.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -7907.489746 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7907.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129142 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 180247 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16324 members 
Mstep: Class 20 contains 6011 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 31 members 
Entering Unmasked Estep 
Score: -23059660.000000 Penalty: 15872.815430
Splitting cluster 7 changes total score from -23059952.000000 to -23059660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -48921.066406 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -48921.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48145.566406 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -48145.57 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -48374.683594 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -48374.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48428.476562 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -48428.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48457.062500 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -48457.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48469.820312 Penalty: 622.878174
	Iteration 4Q: 3 clusters Score -48469.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48486.968750 Penalty: 622.878174
	Iteration 5Q: 3 clusters Score -48486.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -48505.503906 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -48505.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48517.441406 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -48517.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48527.699219 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -48527.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48533.589844 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -48533.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48541.406250 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -48541.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48544.402344 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -48544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48546.835938 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -48546.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48550.695312 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -48550.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48554.234375 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -48554.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48555.453125 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -48555.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48556.550781 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -48556.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48556.820312 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -48556.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48559.785156 Penalty: 622.878174
	Iteration 18Q: 3 clusters Score -48559.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48563.941406 Penalty: 622.878174
	Iteration 19Q: 3 clusters Score -48563.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48568.394531 Penalty: 622.878174
	Iteration 20F: 3 clusters Score -48568.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48571.152344 Penalty: 622.878174
	Iteration 21Q: 3 clusters Score -48571.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48572.789062 Penalty: 622.878174
	Iteration 22Q: 3 clusters Score -48572.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48573.203125 Penalty: 622.878174
	Iteration 23Q: 3 clusters Score -48573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48573.308594 Penalty: 622.878174
	Iteration 24Q: 3 clusters Score -48573.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48573.445312 Penalty: 622.878174
	Iteration 25Q: 3 clusters Score -48573.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48573.445312 Penalty: 622.878174
	Iteration 26F: 3 clusters Score -48573.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -180694.234375 Penalty: 370.184937
	Iteration 0F: 2 clusters Score -180694.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -178346.812500 Penalty: 740.369873
	Iteration 0F: 3 clusters Score -178346.8 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -179135.328125 Penalty: 740.369873
	Iteration 1F: 3 clusters Score -179135.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -179226.109375 Penalty: 740.369873
	Iteration 2F: 3 clusters Score -179226.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -179297.875000 Penalty: 740.369873
	Iteration 3Q: 3 clusters Score -179297.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -179360.484375 Penalty: 740.369873
	Iteration 4Q: 3 clusters Score -179360.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -179421.531250 Penalty: 740.369873
	Iteration 5Q: 3 clusters Score -179421.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -179485.125000 Penalty: 740.369873
	Iteration 6Q: 3 clusters Score -179485.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -179575.609375 Penalty: 740.369873
	Iteration 7Q: 3 clusters Score -179575.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -179687.703125 Penalty: 740.369873
	Iteration 8Q: 3 clusters Score -179687.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -179804.406250 Penalty: 740.369873
	Iteration 9Q: 3 clusters Score -179804.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -179911.046875 Penalty: 740.369873
	Iteration 10Q: 3 clusters Score -179911 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -180010.203125 Penalty: 740.369873
	Iteration 11Q: 3 clusters Score -180010.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -180097.875000 Penalty: 740.369873
	Iteration 12Q: 3 clusters Score -180097.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -180185.171875 Penalty: 740.369873
	Iteration 13Q: 3 clusters Score -180185.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -180266.953125 Penalty: 740.369873
	Iteration 14Q: 3 clusters Score -180267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -180324.062500 Penalty: 740.369873
	Iteration 15Q: 3 clusters Score -180324.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -180370.296875 Penalty: 740.369873
	Iteration 16Q: 3 clusters Score -180370.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180403.343750 Penalty: 740.369873
	Iteration 17Q: 3 clusters Score -180403.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -180427.093750 Penalty: 740.369873
	Iteration 18Q: 3 clusters Score -180427.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -180443.937500 Penalty: 740.369873
	Iteration 19Q: 3 clusters Score -180443.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -180453.640625 Penalty: 740.369873
	Iteration 20F: 3 clusters Score -180453.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -180460.859375 Penalty: 740.369873
	Iteration 21Q: 3 clusters Score -180460.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -180466.437500 Penalty: 740.369873
	Iteration 22Q: 3 clusters Score -180466.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -180470.828125 Penalty: 740.369873
	Iteration 23Q: 3 clusters Score -180470.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -180475.468750 Penalty: 740.369873
	Iteration 24Q: 3 clusters Score -180475.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -180478.640625 Penalty: 740.369873
	Iteration 25Q: 3 clusters Score -180478.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -180480.750000 Penalty: 740.369873
	Iteration 26Q: 3 clusters Score -180480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -180482.140625 Penalty: 740.369873
	Iteration 27Q: 3 clusters Score -180482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -180482.984375 Penalty: 740.369873
	Iteration 28Q: 3 clusters Score -180483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -180484.859375 Penalty: 740.369873
	Iteration 29Q: 3 clusters Score -180484.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -180486.218750 Penalty: 740.369873
	Iteration 30Q: 3 clusters Score -180486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -180486.296875 Penalty: 740.369873
	Iteration 31Q: 3 clusters Score -180486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -180486.421875 Penalty: 740.369873
	Iteration 32Q: 3 clusters Score -180486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -180486.421875 Penalty: 740.369873
	Iteration 33F: 3 clusters Score -180486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180247 members 
Entering Unmasked Estep 
Score: -10515269.000000 Penalty: 550.644775
	Iteration 0F: 2 clusters Score -1.051527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -10401530.000000 Penalty: 1101.289551
	Iteration 0F: 3 clusters Score -1.040153e+07 nChanged 88981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -10456038.000000 Penalty: 1101.289551
	Iteration 1F: 3 clusters Score -1.045604e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -10460447.000000 Penalty: 1101.289551
	Iteration 2F: 3 clusters Score -1.046045e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118168 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -10468153.000000 Penalty: 1101.289551
	Iteration 3F: 3 clusters Score -1.046815e+07 nChanged 15259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -10479947.000000 Penalty: 1101.289551
	Iteration 4F: 3 clusters Score -1.047995e+07 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146966 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -10492117.000000 Penalty: 1101.289551
	Iteration 5F: 3 clusters Score -1.049212e+07 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -10501745.000000 Penalty: 1101.289551
	Iteration 6F: 3 clusters Score -1.050174e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171004 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -10508520.000000 Penalty: 1101.289551
	Iteration 7F: 3 clusters Score -1.050852e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -10512223.000000 Penalty: 1101.289551
	Iteration 8Q: 3 clusters Score -1.051222e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178622 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10513862.000000 Penalty: 1101.289551
	Iteration 9Q: 3 clusters Score -1.051386e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179450 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10514566.000000 Penalty: 1101.289551
	Iteration 10Q: 3 clusters Score -1.051457e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179687 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10514787.000000 Penalty: 1101.289551
	Iteration 11Q: 3 clusters Score -1.051479e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179771 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10514899.000000 Penalty: 1101.289551
	Iteration 12Q: 3 clusters Score -1.05149e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10514943.000000 Penalty: 1101.289551
	Iteration 13Q: 3 clusters Score -1.051494e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179835 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10514972.000000 Penalty: 1101.289551
	Iteration 14Q: 3 clusters Score -1.051497e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179854 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10514982.000000 Penalty: 1101.289551
	Iteration 15Q: 3 clusters Score -1.051498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179872 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10514982.000000 Penalty: 1101.289551
	Iteration 16Q: 3 clusters Score -1.051498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179885 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10514989.000000 Penalty: 1101.289551
	Iteration 17Q: 3 clusters Score -1.051499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179900 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10514995.000000 Penalty: 1101.289551
	Iteration 18Q: 3 clusters Score -1.0515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10514998.000000 Penalty: 1101.289551
	Iteration 19Q: 3 clusters Score -1.0515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10514995.000000 Penalty: 1101.289551
	Iteration 20F: 3 clusters Score -1.0515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179923 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10514988.000000 Penalty: 1101.289551
	Iteration 21Q: 3 clusters Score -1.051499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179926 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10514984.000000 Penalty: 1101.289551
	Iteration 22Q: 3 clusters Score -1.051498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179930 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10514984.000000 Penalty: 1101.289551
	Iteration 23Q: 3 clusters Score -1.051498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179933 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10514988.000000 Penalty: 1101.289551
	Iteration 24Q: 3 clusters Score -1.051499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179936 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10514987.000000 Penalty: 1101.289551
	Iteration 25Q: 3 clusters Score -1.051499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179939 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10514993.000000 Penalty: 1101.289551
	Iteration 26Q: 3 clusters Score -1.051499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179940 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10514980.000000 Penalty: 1101.289551
	Iteration 27Q: 3 clusters Score -1.051498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179940 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10514980.000000 Penalty: 1101.289551
	Iteration 28F: 3 clusters Score -1.051498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58101.285156 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58101.29 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58348.812500 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58348.81 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58417.550781 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58417.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -58485.492188 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58485.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -58602.753906 Penalty: 633.650269
	Iteration 4F: 3 clusters Score -58602.75 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58729.558594 Penalty: 633.650269
	Iteration 5F: 3 clusters Score -58729.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -58789.960938 Penalty: 633.650269
	Iteration 6F: 3 clusters Score -58789.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58816.015625 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58816.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58826.839844 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58826.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58833.468750 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58833.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58841.164062 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58841.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58849.625000 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58849.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -58860.421875 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58860.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58870.886719 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58870.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -58882.050781 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -58882.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -58888.292969 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -58888.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58891.421875 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -58891.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -58892.765625 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -58892.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -58892.984375 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -58892.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -58892.984375 Penalty: 633.650269
	Iteration 19F: 3 clusters Score -58892.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -82621.453125 Penalty: 333.204254
	Iteration 0F: 2 clusters Score -82621.45 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 772 members 
Entering Unmasked Estep 
Score: -81501.234375 Penalty: 666.408508
	Iteration 0F: 3 clusters Score -81501.23 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -81858.312500 Penalty: 666.408508
	Iteration 1F: 3 clusters Score -81858.31 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -81933.953125 Penalty: 666.408508
	Iteration 2F: 3 clusters Score -81933.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -82000.164062 Penalty: 666.408508
	Iteration 3F: 3 clusters Score -82000.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -82065.718750 Penalty: 666.408508
	Iteration 4F: 3 clusters Score -82065.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -82130.304688 Penalty: 666.408508
	Iteration 5F: 3 clusters Score -82130.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -82170.117188 Penalty: 666.408508
	Iteration 6Q: 3 clusters Score -82170.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -82194.007812 Penalty: 666.408508
	Iteration 7Q: 3 clusters Score -82194.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -82218.171875 Penalty: 666.408508
	Iteration 8Q: 3 clusters Score -82218.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -82234.039062 Penalty: 666.408508
	Iteration 9Q: 3 clusters Score -82234.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -82250.500000 Penalty: 666.408508
	Iteration 10Q: 3 clusters Score -82250.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -82261.929688 Penalty: 666.408508
	Iteration 11Q: 3 clusters Score -82261.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82273.875000 Penalty: 666.408508
	Iteration 12Q: 3 clusters Score -82273.88 nChanged 19
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: -82280.304688 Penalty: 666.408508
	Iteration 13Q: 3 clusters Score -82280.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -82286.015625 Penalty: 666.408508
	Iteration 14Q: 3 clusters Score -82286.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -82290.406250 Penalty: 666.408508
	Iteration 15Q: 3 clusters Score -82290.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -82296.500000 Penalty: 666.408508
	Iteration 16Q: 3 clusters Score -82296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -82300.015625 Penalty: 666.408508
	Iteration 17Q: 3 clusters Score -82300.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -82302.765625 Penalty: 666.408508
	Iteration 18Q: 3 clusters Score -82302.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -82306.242188 Penalty: 666.408508
	Iteration 19Q: 3 clusters Score -82306.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -82311.773438 Penalty: 666.408508
	Iteration 20F: 3 clusters Score -82311.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -82313.109375 Penalty: 666.408508
	Iteration 21Q: 3 clusters Score -82313.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -82314.875000 Penalty: 666.408508
	Iteration 22Q: 3 clusters Score -82314.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -82316.046875 Penalty: 666.408508
	Iteration 23Q: 3 clusters Score -82316.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -82316.312500 Penalty: 666.408508
	Iteration 24Q: 3 clusters Score -82316.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -82317.085938 Penalty: 666.408508
	Iteration 25Q: 3 clusters Score -82317.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -82317.960938 Penalty: 666.408508
	Iteration 26Q: 3 clusters Score -82317.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -82318.335938 Penalty: 666.408508
	Iteration 27Q: 3 clusters Score -82318.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -82318.445312 Penalty: 666.408508
	Iteration 28Q: 3 clusters Score -82318.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -82318.968750 Penalty: 666.408508
	Iteration 29Q: 3 clusters Score -82318.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -82320.164062 Penalty: 666.408508
	Iteration 30Q: 3 clusters Score -82320.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -82320.460938 Penalty: 666.408508
	Iteration 31Q: 3 clusters Score -82320.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -82320.460938 Penalty: 666.408508
	Iteration 32F: 3 clusters Score -82320.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -86864.890625 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86864.89 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87213.406250 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87213.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87274.687500 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87274.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -87312.164062 Penalty: 670.058411
	Iteration 3Q: 3 clusters Score -87312.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -87334.640625 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -87334.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -87358.414062 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -87358.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -87385.023438 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87385.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87409.601562 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87409.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -87441.000000 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87476.796875 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87476.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87510.117188 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87510.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87540.242188 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87540.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87558.554688 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87558.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87581.890625 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87581.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87603.296875 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87603.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87617.710938 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87617.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87629.992188 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87629.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87637.781250 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87637.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -87646.539062 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87646.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -87649.656250 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87649.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87651.281250 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87651.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -87653.000000 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -87654.546875 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -87654.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -87656.343750 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -87656.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87657.515625 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -87657.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -87658.593750 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -87658.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87659.812500 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -87659.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -87662.226562 Penalty: 670.058411
	Iteration 27Q: 3 clusters Score -87662.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -87668.296875 Penalty: 670.058411
	Iteration 28Q: 3 clusters Score -87668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -87673.921875 Penalty: 670.058411
	Iteration 29Q: 3 clusters Score -87673.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -87677.007812 Penalty: 670.058411
	Iteration 30Q: 3 clusters Score -87677.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -87679.250000 Penalty: 670.058411
	Iteration 31Q: 3 clusters Score -87679.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -87681.476562 Penalty: 670.058411
	Iteration 32Q: 3 clusters Score -87681.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -87683.562500 Penalty: 670.058411
	Iteration 33Q: 3 clusters Score -87683.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -87685.601562 Penalty: 670.058411
	Iteration 34Q: 3 clusters Score -87685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -87686.664062 Penalty: 670.058411
	Iteration 35Q: 3 clusters Score -87686.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -87686.992188 Penalty: 670.058411
	Iteration 36Q: 3 clusters Score -87686.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -87688.812500 Penalty: 670.058411
	Iteration 37Q: 3 clusters Score -87688.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -87690.117188 Penalty: 670.058411
	Iteration 38Q: 3 clusters Score -87690.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -87690.820312 Penalty: 670.058411
	Iteration 39Q: 3 clusters Score -87690.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -87691.156250 Penalty: 670.058411
	Iteration 40F: 3 clusters Score -87691.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -87691.921875 Penalty: 670.058411
	Iteration 41Q: 3 clusters Score -87691.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -87695.382812 Penalty: 670.058411
	Iteration 42Q: 3 clusters Score -87695.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87699.335938 Penalty: 670.058411
	Iteration 43Q: 3 clusters Score -87699.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -87702.789062 Penalty: 670.058411
	Iteration 44Q: 3 clusters Score -87702.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -87705.187500 Penalty: 670.058411
	Iteration 45Q: 3 clusters Score -87705.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -87708.898438 Penalty: 670.058411
	Iteration 46Q: 3 clusters Score -87708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -87714.476562 Penalty: 670.058411
	Iteration 47Q: 3 clusters Score -87714.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -87716.992188 Penalty: 670.058411
	Iteration 48Q: 3 clusters Score -87716.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -87720.343750 Penalty: 670.058411
	Iteration 49Q: 3 clusters Score -87720.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -87723.281250 Penalty: 670.058411
	Iteration 50Q: 3 clusters Score -87723.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -87724.929688 Penalty: 670.058411
	Iteration 51Q: 3 clusters Score -87724.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -87726.781250 Penalty: 670.058411
	Iteration 52Q: 3 clusters Score -87726.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -87729.523438 Penalty: 670.058411
	Iteration 53Q: 3 clusters Score -87729.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -87732.039062 Penalty: 670.058411
	Iteration 54Q: 3 clusters Score -87732.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -87736.835938 Penalty: 670.058411
	Iteration 55Q: 3 clusters Score -87736.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -87742.179688 Penalty: 670.058411
	Iteration 56Q: 3 clusters Score -87742.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -87745.929688 Penalty: 670.058411
	Iteration 57Q: 3 clusters Score -87745.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -87750.046875 Penalty: 670.058411
	Iteration 58Q: 3 clusters Score -87750.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -87756.765625 Penalty: 670.058411
	Iteration 59Q: 3 clusters Score -87756.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -87758.210938 Penalty: 670.058411
	Iteration 60F: 3 clusters Score -87758.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Entering Unmasked Estep 
Score: -2167455.000000 Penalty: 480.814880
	Iteration 0F: 2 clusters Score -2167455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2141548.500000 Penalty: 961.629761
	Iteration 0F: 3 clusters Score -2141548 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2152807.500000 Penalty: 961.629761
	Iteration 1F: 3 clusters Score -2152808 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2153392.750000 Penalty: 961.629761
	Iteration 2Q: 3 clusters Score -2153393 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2154147.000000 Penalty: 961.629761
	Iteration 3Q: 3 clusters Score -2154147 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2155081.000000 Penalty: 961.629761
	Iteration 4Q: 3 clusters Score -2155081 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2156182.750000 Penalty: 961.629761
	Iteration 5F: 3 clusters Score -2156183 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2157531.750000 Penalty: 961.629761
	Iteration 6F: 3 clusters Score -2157532 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2158999.000000 Penalty: 961.629761
	Iteration 7F: 3 clusters Score -2158999 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2160249.500000 Penalty: 961.629761
	Iteration 8F: 3 clusters Score -2160250 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2160942.750000 Penalty: 961.629761
	Iteration 9Q: 3 clusters Score -2160943 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2161326.500000 Penalty: 961.629761
	Iteration 10Q: 3 clusters Score -2161326 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2161624.500000 Penalty: 961.629761
	Iteration 11Q: 3 clusters Score -2161624 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2161888.500000 Penalty: 961.629761
	Iteration 12Q: 3 clusters Score -2161888 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2162146.000000 Penalty: 961.629761
	Iteration 13Q: 3 clusters Score -2162146 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2162418.250000 Penalty: 961.629761
	Iteration 14Q: 3 clusters Score -2162418 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2162731.000000 Penalty: 961.629761
	Iteration 15Q: 3 clusters Score -2162731 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2163093.000000 Penalty: 961.629761
	Iteration 16Q: 3 clusters Score -2163093 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2163544.750000 Penalty: 961.629761
	Iteration 17Q: 3 clusters Score -2163545 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2163980.000000 Penalty: 961.629761
	Iteration 18Q: 3 clusters Score -2163980 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2164386.000000 Penalty: 961.629761
	Iteration 19Q: 3 clusters Score -2164386 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2164785.750000 Penalty: 961.629761
	Iteration 20F: 3 clusters Score -2164786 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2165135.250000 Penalty: 961.629761
	Iteration 21Q: 3 clusters Score -2165135 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2165456.750000 Penalty: 961.629761
	Iteration 22Q: 3 clusters Score -2165457 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2165736.500000 Penalty: 961.629761
	Iteration 23Q: 3 clusters Score -2165736 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2165964.750000 Penalty: 961.629761
	Iteration 24Q: 3 clusters Score -2165965 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2166169.250000 Penalty: 961.629761
	Iteration 25Q: 3 clusters Score -2166169 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2166334.500000 Penalty: 961.629761
	Iteration 26Q: 3 clusters Score -2166334 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2166485.750000 Penalty: 961.629761
	Iteration 27Q: 3 clusters Score -2166486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2166641.750000 Penalty: 961.629761
	Iteration 28Q: 3 clusters Score -2166642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2166772.000000 Penalty: 961.629761
	Iteration 29Q: 3 clusters Score -2166772 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2166869.750000 Penalty: 961.629761
	Iteration 30Q: 3 clusters Score -2166870 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2166942.500000 Penalty: 961.629761
	Iteration 31Q: 3 clusters Score -2166942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2166993.000000 Penalty: 961.629761
	Iteration 32Q: 3 clusters Score -2166993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2167039.000000 Penalty: 961.629761
	Iteration 33Q: 3 clusters Score -2167039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2167060.500000 Penalty: 961.629761
	Iteration 34Q: 3 clusters Score -2167060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2167072.500000 Penalty: 961.629761
	Iteration 35Q: 3 clusters Score -2167072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2167079.250000 Penalty: 961.629761
	Iteration 36Q: 3 clusters Score -2167079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2167082.750000 Penalty: 961.629761
	Iteration 37Q: 3 clusters Score -2167083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2167087.000000 Penalty: 961.629761
	Iteration 38Q: 3 clusters Score -2167087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2167096.500000 Penalty: 961.629761
	Iteration 39Q: 3 clusters Score -2167096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2167099.500000 Penalty: 961.629761
	Iteration 40F: 3 clusters Score -2167100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2167101.750000 Penalty: 961.629761
	Iteration 41Q: 3 clusters Score -2167102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2167101.750000 Penalty: 961.629761
	Iteration 42Q: 3 clusters Score -2167102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2167104.750000 Penalty: 961.629761
	Iteration 43Q: 3 clusters Score -2167105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2167105.000000 Penalty: 961.629761
	Iteration 44Q: 3 clusters Score -2167105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2167111.750000 Penalty: 961.629761
	Iteration 45Q: 3 clusters Score -2167112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2167118.000000 Penalty: 961.629761
	Iteration 46Q: 3 clusters Score -2167118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2167118.000000 Penalty: 961.629761
	Iteration 47Q: 3 clusters Score -2167118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2167117.000000 Penalty: 961.629761
	Iteration 48Q: 3 clusters Score -2167117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2167118.000000 Penalty: 961.629761
	Iteration 49Q: 3 clusters Score -2167118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2167119.250000 Penalty: 961.629761
	Iteration 50Q: 3 clusters Score -2167119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2167121.000000 Penalty: 961.629761
	Iteration 51Q: 3 clusters Score -2167121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2167123.250000 Penalty: 961.629761
	Iteration 52Q: 3 clusters Score -2167123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2167123.500000 Penalty: 961.629761
	Iteration 53Q: 3 clusters Score -2167124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2167124.750000 Penalty: 961.629761
	Iteration 54Q: 3 clusters Score -2167125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2167125.750000 Penalty: 961.629761
	Iteration 55Q: 3 clusters Score -2167126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2167126.000000 Penalty: 961.629761
	Iteration 56Q: 3 clusters Score -2167126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2167128.250000 Penalty: 961.629761
	Iteration 57Q: 3 clusters Score -2167128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2167128.250000 Penalty: 961.629761
	Iteration 58F: 3 clusters Score -2167128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -216143.671875 Penalty: 375.129150
	Iteration 0F: 2 clusters Score -216143.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -213545.875000 Penalty: 750.258301
	Iteration 0F: 3 clusters Score -213545.9 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -214573.812500 Penalty: 750.258301
	Iteration 1F: 3 clusters Score -214573.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -214794.281250 Penalty: 750.258301
	Iteration 2F: 3 clusters Score -214794.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -214974.359375 Penalty: 750.258301
	Iteration 3F: 3 clusters Score -214974.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -215104.171875 Penalty: 750.258301
	Iteration 4F: 3 clusters Score -215104.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -215207.484375 Penalty: 750.258301
	Iteration 5Q: 3 clusters Score -215207.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -215274.796875 Penalty: 750.258301
	Iteration 6Q: 3 clusters Score -215274.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215321.093750 Penalty: 750.258301
	Iteration 7Q: 3 clusters Score -215321.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -215361.671875 Penalty: 750.258301
	Iteration 8Q: 3 clusters Score -215361.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -215395.109375 Penalty: 750.258301
	Iteration 9Q: 3 clusters Score -215395.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -215425.062500 Penalty: 750.258301
	Iteration 10Q: 3 clusters Score -215425.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -215462.890625 Penalty: 750.258301
	Iteration 11Q: 3 clusters Score -215462.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -215501.078125 Penalty: 750.258301
	Iteration 12Q: 3 clusters Score -215501.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -215543.546875 Penalty: 750.258301
	Iteration 13Q: 3 clusters Score -215543.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215578.875000 Penalty: 750.258301
	Iteration 14Q: 3 clusters Score -215578.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -215607.718750 Penalty: 750.258301
	Iteration 15Q: 3 clusters Score -215607.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -215630.250000 Penalty: 750.258301
	Iteration 16Q: 3 clusters Score -215630.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -215656.515625 Penalty: 750.258301
	Iteration 17Q: 3 clusters Score -215656.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -215679.984375 Penalty: 750.258301
	Iteration 18Q: 3 clusters Score -215680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215705.359375 Penalty: 750.258301
	Iteration 19Q: 3 clusters Score -215705.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215723.078125 Penalty: 750.258301
	Iteration 20F: 3 clusters Score -215723.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215733.312500 Penalty: 750.258301
	Iteration 21Q: 3 clusters Score -215733.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -215740.312500 Penalty: 750.258301
	Iteration 22Q: 3 clusters Score -215740.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -215745.843750 Penalty: 750.258301
	Iteration 23Q: 3 clusters Score -215745.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -215750.937500 Penalty: 750.258301
	Iteration 24Q: 3 clusters Score -215750.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -215754.875000 Penalty: 750.258301
	Iteration 25Q: 3 clusters Score -215754.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -215764.250000 Penalty: 750.258301
	Iteration 26Q: 3 clusters Score -215764.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215772.328125 Penalty: 750.258301
	Iteration 27Q: 3 clusters Score -215772.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -215778.234375 Penalty: 750.258301
	Iteration 28Q: 3 clusters Score -215778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215786.953125 Penalty: 750.258301
	Iteration 29Q: 3 clusters Score -215787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -215793.343750 Penalty: 750.258301
	Iteration 30Q: 3 clusters Score -215793.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -215797.578125 Penalty: 750.258301
	Iteration 31Q: 3 clusters Score -215797.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215803.281250 Penalty: 750.258301
	Iteration 32Q: 3 clusters Score -215803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -215809.484375 Penalty: 750.258301
	Iteration 33Q: 3 clusters Score -215809.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -215814.078125 Penalty: 750.258301
	Iteration 34Q: 3 clusters Score -215814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -215815.296875 Penalty: 750.258301
	Iteration 35Q: 3 clusters Score -215815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -215816.687500 Penalty: 750.258301
	Iteration 36Q: 3 clusters Score -215816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -215817.625000 Penalty: 750.258301
	Iteration 37Q: 3 clusters Score -215817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -215820.093750 Penalty: 750.258301
	Iteration 38Q: 3 clusters Score -215820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215821.890625 Penalty: 750.258301
	Iteration 39Q: 3 clusters Score -215821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -215822.875000 Penalty: 750.258301
	Iteration 40F: 3 clusters Score -215822.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -215823.640625 Penalty: 750.258301
	Iteration 41Q: 3 clusters Score -215823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -215823.562500 Penalty: 750.258301
	Iteration 42Q: 3 clusters Score -215823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -215823.984375 Penalty: 750.258301
	Iteration 43Q: 3 clusters Score -215824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -215823.812500 Penalty: 750.258301
	Iteration 44Q: 3 clusters Score -215823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -215823.812500 Penalty: 750.258301
	Iteration 45F: 3 clusters Score -215823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11350.822266 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11350.82 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 110 members 
Entering Unmasked Estep 
Score: -11050.587891 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11050.59 nChanged 72
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: -11140.824219 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11140.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11168.935547 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11168.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11185.580078 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -11185.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11203.515625 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11203.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11215.105469 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11215.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11218.670898 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11218.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11221.879883 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11221.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11221.879883 Penalty: 495.260010
	Iteration 8F: 3 clusters Score -11221.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -59324.546875 Penalty: 314.257355
	Iteration 0F: 2 clusters Score -59324.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58509.335938 Penalty: 628.514709
	Iteration 0F: 3 clusters Score -58509.34 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58797.445312 Penalty: 628.514709
	Iteration 1F: 3 clusters Score -58797.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58917.609375 Penalty: 628.514709
	Iteration 2F: 3 clusters Score -58917.61 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -59041.699219 Penalty: 628.514709
	Iteration 3F: 3 clusters Score -59041.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59121.128906 Penalty: 628.514709
	Iteration 4F: 3 clusters Score -59121.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59157.941406 Penalty: 628.514709
	Iteration 5F: 3 clusters Score -59157.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59189.058594 Penalty: 628.514709
	Iteration 6Q: 3 clusters Score -59189.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59225.488281 Penalty: 628.514709
	Iteration 7Q: 3 clusters Score -59225.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59249.976562 Penalty: 628.514709
	Iteration 8Q: 3 clusters Score -59249.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59262.609375 Penalty: 628.514709
	Iteration 9Q: 3 clusters Score -59262.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59267.339844 Penalty: 628.514709
	Iteration 10Q: 3 clusters Score -59267.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59270.769531 Penalty: 628.514709
	Iteration 11Q: 3 clusters Score -59270.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59275.054688 Penalty: 628.514709
	Iteration 12Q: 3 clusters Score -59275.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59277.457031 Penalty: 628.514709
	Iteration 13Q: 3 clusters Score -59277.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59278.269531 Penalty: 628.514709
	Iteration 14Q: 3 clusters Score -59278.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59278.269531 Penalty: 628.514709
	Iteration 15F: 3 clusters Score -59278.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -215343.515625 Penalty: 371.238556
	Iteration 0F: 2 clusters Score -215343.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -212906.453125 Penalty: 742.477112
	Iteration 0F: 3 clusters Score -212906.5 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -213740.359375 Penalty: 742.477112
	Iteration 1F: 3 clusters Score -213740.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -213793.562500 Penalty: 742.477112
	Iteration 2Q: 3 clusters Score -213793.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -213842.437500 Penalty: 742.477112
	Iteration 3Q: 3 clusters Score -213842.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -213894.593750 Penalty: 742.477112
	Iteration 4Q: 3 clusters Score -213894.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -213951.984375 Penalty: 742.477112
	Iteration 5Q: 3 clusters Score -213952 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -214037.546875 Penalty: 742.477112
	Iteration 6Q: 3 clusters Score -214037.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -214120.250000 Penalty: 742.477112
	Iteration 7Q: 3 clusters Score -214120.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -214210.484375 Penalty: 742.477112
	Iteration 8Q: 3 clusters Score -214210.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -214335.625000 Penalty: 742.477112
	Iteration 9Q: 3 clusters Score -214335.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -214464.156250 Penalty: 742.477112
	Iteration 10Q: 3 clusters Score -214464.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -214578.031250 Penalty: 742.477112
	Iteration 11Q: 3 clusters Score -214578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -214680.265625 Penalty: 742.477112
	Iteration 12Q: 3 clusters Score -214680.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -214754.968750 Penalty: 742.477112
	Iteration 13Q: 3 clusters Score -214755 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -214788.765625 Penalty: 742.477112
	Iteration 14Q: 3 clusters Score -214788.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -214819.890625 Penalty: 742.477112
	Iteration 15Q: 3 clusters Score -214819.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -214847.796875 Penalty: 742.477112
	Iteration 16Q: 3 clusters Score -214847.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -214867.187500 Penalty: 742.477112
	Iteration 17Q: 3 clusters Score -214867.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -214885.015625 Penalty: 742.477112
	Iteration 18Q: 3 clusters Score -214885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -214893.218750 Penalty: 742.477112
	Iteration 19Q: 3 clusters Score -214893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -214899.218750 Penalty: 742.477112
	Iteration 20F: 3 clusters Score -214899.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -214903.265625 Penalty: 742.477112
	Iteration 21Q: 3 clusters Score -214903.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -214906.562500 Penalty: 742.477112
	Iteration 22Q: 3 clusters Score -214906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -214909.453125 Penalty: 742.477112
	Iteration 23Q: 3 clusters Score -214909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -214912.453125 Penalty: 742.477112
	Iteration 24Q: 3 clusters Score -214912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -214915.578125 Penalty: 742.477112
	Iteration 25Q: 3 clusters Score -214915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -214919.015625 Penalty: 742.477112
	Iteration 26Q: 3 clusters Score -214919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -214922.062500 Penalty: 742.477112
	Iteration 27Q: 3 clusters Score -214922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -214925.390625 Penalty: 742.477112
	Iteration 28Q: 3 clusters Score -214925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -214927.328125 Penalty: 742.477112
	Iteration 29Q: 3 clusters Score -214927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -214930.625000 Penalty: 742.477112
	Iteration 30Q: 3 clusters Score -214930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -214932.921875 Penalty: 742.477112
	Iteration 31Q: 3 clusters Score -214932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -214935.203125 Penalty: 742.477112
	Iteration 32Q: 3 clusters Score -214935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -214937.500000 Penalty: 742.477112
	Iteration 33Q: 3 clusters Score -214937.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -214941.281250 Penalty: 742.477112
	Iteration 34Q: 3 clusters Score -214941.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -214944.171875 Penalty: 742.477112
	Iteration 35Q: 3 clusters Score -214944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -214947.328125 Penalty: 742.477112
	Iteration 36Q: 3 clusters Score -214947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -214949.796875 Penalty: 742.477112
	Iteration 37Q: 3 clusters Score -214949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -214953.281250 Penalty: 742.477112
	Iteration 38Q: 3 clusters Score -214953.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -214955.734375 Penalty: 742.477112
	Iteration 39Q: 3 clusters Score -214955.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -214956.984375 Penalty: 742.477112
	Iteration 40F: 3 clusters Score -214957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -214958.890625 Penalty: 742.477112
	Iteration 41Q: 3 clusters Score -214958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -214959.578125 Penalty: 742.477112
	Iteration 42Q: 3 clusters Score -214959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -214960.609375 Penalty: 742.477112
	Iteration 43Q: 3 clusters Score -214960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -214961.218750 Penalty: 742.477112
	Iteration 44Q: 3 clusters Score -214961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -214962.453125 Penalty: 742.477112
	Iteration 45Q: 3 clusters Score -214962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -214966.484375 Penalty: 742.477112
	Iteration 46Q: 3 clusters Score -214966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -214970.968750 Penalty: 742.477112
	Iteration 47Q: 3 clusters Score -214971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -214972.640625 Penalty: 742.477112
	Iteration 48Q: 3 clusters Score -214972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -214974.750000 Penalty: 742.477112
	Iteration 49Q: 3 clusters Score -214974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -214975.906250 Penalty: 742.477112
	Iteration 50Q: 3 clusters Score -214975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -214977.937500 Penalty: 742.477112
	Iteration 51Q: 3 clusters Score -214977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -214979.625000 Penalty: 742.477112
	Iteration 52Q: 3 clusters Score -214979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -214982.531250 Penalty: 742.477112
	Iteration 53Q: 3 clusters Score -214982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -214985.156250 Penalty: 742.477112
	Iteration 54Q: 3 clusters Score -214985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -214987.140625 Penalty: 742.477112
	Iteration 55Q: 3 clusters Score -214987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -214989.250000 Penalty: 742.477112
	Iteration 56Q: 3 clusters Score -214989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -214993.515625 Penalty: 742.477112
	Iteration 57Q: 3 clusters Score -214993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -214995.437500 Penalty: 742.477112
	Iteration 58Q: 3 clusters Score -214995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -215000.765625 Penalty: 742.477112
	Iteration 59Q: 3 clusters Score -215000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -215007.421875 Penalty: 742.477112
	Iteration 60F: 3 clusters Score -215007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -215009.484375 Penalty: 742.477112
	Iteration 61Q: 3 clusters Score -215009.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -215013.703125 Penalty: 742.477112
	Iteration 62Q: 3 clusters Score -215013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -215017.984375 Penalty: 742.477112
	Iteration 63Q: 3 clusters Score -215018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -215019.000000 Penalty: 742.477112
	Iteration 64Q: 3 clusters Score -215019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -215019.390625 Penalty: 742.477112
	Iteration 65Q: 3 clusters Score -215019.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -215019.390625 Penalty: 742.477112
	Iteration 66F: 3 clusters Score -215019.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Entering Unmasked Estep 
Score: -940892.125000 Penalty: 441.367828
	Iteration 0F: 2 clusters Score -940892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -929996.500000 Penalty: 882.735657
	Iteration 0F: 3 clusters Score -929996.5 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -934961.500000 Penalty: 882.735657
	Iteration 1F: 3 clusters Score -934961.5 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -935606.125000 Penalty: 882.735657
	Iteration 2F: 3 clusters Score -935606.1 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -936351.750000 Penalty: 882.735657
	Iteration 3F: 3 clusters Score -936351.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -937214.875000 Penalty: 882.735657
	Iteration 4F: 3 clusters Score -937214.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -937931.125000 Penalty: 882.735657
	Iteration 5F: 3 clusters Score -937931.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -938345.687500 Penalty: 882.735657
	Iteration 6Q: 3 clusters Score -938345.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -938537.125000 Penalty: 882.735657
	Iteration 7Q: 3 clusters Score -938537.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -938660.875000 Penalty: 882.735657
	Iteration 8Q: 3 clusters Score -938660.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -938752.562500 Penalty: 882.735657
	Iteration 9Q: 3 clusters Score -938752.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -938839.812500 Penalty: 882.735657
	Iteration 10Q: 3 clusters Score -938839.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -938916.500000 Penalty: 882.735657
	Iteration 11Q: 3 clusters Score -938916.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -938986.812500 Penalty: 882.735657
	Iteration 12Q: 3 clusters Score -938986.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -939068.375000 Penalty: 882.735657
	Iteration 13Q: 3 clusters Score -939068.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -939148.812500 Penalty: 882.735657
	Iteration 14Q: 3 clusters Score -939148.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -939236.812500 Penalty: 882.735657
	Iteration 15Q: 3 clusters Score -939236.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -939338.750000 Penalty: 882.735657
	Iteration 16Q: 3 clusters Score -939338.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -939458.625000 Penalty: 882.735657
	Iteration 17Q: 3 clusters Score -939458.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -939575.375000 Penalty: 882.735657
	Iteration 18Q: 3 clusters Score -939575.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -939691.187500 Penalty: 882.735657
	Iteration 19Q: 3 clusters Score -939691.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -939800.812500 Penalty: 882.735657
	Iteration 20F: 3 clusters Score -939800.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -939901.750000 Penalty: 882.735657
	Iteration 21Q: 3 clusters Score -939901.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -939994.312500 Penalty: 882.735657
	Iteration 22Q: 3 clusters Score -939994.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -940081.687500 Penalty: 882.735657
	Iteration 23Q: 3 clusters Score -940081.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -940158.812500 Penalty: 882.735657
	Iteration 24Q: 3 clusters Score -940158.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -940220.000000 Penalty: 882.735657
	Iteration 25Q: 3 clusters Score -940220 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -940266.375000 Penalty: 882.735657
	Iteration 26Q: 3 clusters Score -940266.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -940305.937500 Penalty: 882.735657
	Iteration 27Q: 3 clusters Score -940305.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -940343.250000 Penalty: 882.735657
	Iteration 28Q: 3 clusters Score -940343.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -940379.562500 Penalty: 882.735657
	Iteration 29Q: 3 clusters Score -940379.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -940403.062500 Penalty: 882.735657
	Iteration 30Q: 3 clusters Score -940403.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -940429.125000 Penalty: 882.735657
	Iteration 31Q: 3 clusters Score -940429.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -940449.937500 Penalty: 882.735657
	Iteration 32Q: 3 clusters Score -940449.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -940461.375000 Penalty: 882.735657
	Iteration 33Q: 3 clusters Score -940461.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -940474.062500 Penalty: 882.735657
	Iteration 34Q: 3 clusters Score -940474.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -940483.250000 Penalty: 882.735657
	Iteration 35Q: 3 clusters Score -940483.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -940497.437500 Penalty: 882.735657
	Iteration 36Q: 3 clusters Score -940497.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -940501.187500 Penalty: 882.735657
	Iteration 37Q: 3 clusters Score -940501.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -940509.500000 Penalty: 882.735657
	Iteration 38Q: 3 clusters Score -940509.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -940517.312500 Penalty: 882.735657
	Iteration 39Q: 3 clusters Score -940517.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -940524.312500 Penalty: 882.735657
	Iteration 40F: 3 clusters Score -940524.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -940526.937500 Penalty: 882.735657
	Iteration 41Q: 3 clusters Score -940526.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -940533.500000 Penalty: 882.735657
	Iteration 42Q: 3 clusters Score -940533.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -940532.562500 Penalty: 882.735657
	Iteration 43Q: 3 clusters Score -940532.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -940535.812500 Penalty: 882.735657
	Iteration 44Q: 3 clusters Score -940535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -940541.250000 Penalty: 882.735657
	Iteration 45Q: 3 clusters Score -940541.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -940544.062500 Penalty: 882.735657
	Iteration 46Q: 3 clusters Score -940544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -940543.812500 Penalty: 882.735657
	Iteration 47Q: 3 clusters Score -940543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -940545.187500 Penalty: 882.735657
	Iteration 48Q: 3 clusters Score -940545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -940547.750000 Penalty: 882.735657
	Iteration 49Q: 3 clusters Score -940547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -940550.125000 Penalty: 882.735657
	Iteration 50Q: 3 clusters Score -940550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -940549.937500 Penalty: 882.735657
	Iteration 51Q: 3 clusters Score -940549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -940552.375000 Penalty: 882.735657
	Iteration 52Q: 3 clusters Score -940552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -940552.750000 Penalty: 882.735657
	Iteration 53Q: 3 clusters Score -940552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -940552.625000 Penalty: 882.735657
	Iteration 54Q: 3 clusters Score -940552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -940553.937500 Penalty: 882.735657
	Iteration 55Q: 3 clusters Score -940553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -940553.812500 Penalty: 882.735657
	Iteration 56Q: 3 clusters Score -940553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -940556.062500 Penalty: 882.735657
	Iteration 57Q: 3 clusters Score -940556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -940557.187500 Penalty: 882.735657
	Iteration 58Q: 3 clusters Score -940557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -940558.187500 Penalty: 882.735657
	Iteration 59Q: 3 clusters Score -940558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -940558.125000 Penalty: 882.735657
	Iteration 60F: 3 clusters Score -940558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -940557.187500 Penalty: 882.735657
	Iteration 61Q: 3 clusters Score -940557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -940558.312500 Penalty: 882.735657
	Iteration 62Q: 3 clusters Score -940558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -940557.500000 Penalty: 882.735657
	Iteration 63Q: 3 clusters Score -940557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -940557.500000 Penalty: 882.735657
	Iteration 64F: 3 clusters Score -940557.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -327339.843750 Penalty: 395.911255
	Iteration 0F: 2 clusters Score -327339.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -323289.437500 Penalty: 791.822510
	Iteration 0F: 3 clusters Score -323289.4 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -324891.875000 Penalty: 791.822510
	Iteration 1F: 3 clusters Score -324891.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -325102.031250 Penalty: 791.822510
	Iteration 2F: 3 clusters Score -325102 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -325321.406250 Penalty: 791.822510
	Iteration 3F: 3 clusters Score -325321.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -325553.937500 Penalty: 791.822510
	Iteration 4F: 3 clusters Score -325553.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -325787.718750 Penalty: 791.822510
	Iteration 5F: 3 clusters Score -325787.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -326013.437500 Penalty: 791.822510
	Iteration 6F: 3 clusters Score -326013.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -326227.437500 Penalty: 791.822510
	Iteration 7Q: 3 clusters Score -326227.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -326364.312500 Penalty: 791.822510
	Iteration 8Q: 3 clusters Score -326364.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -326443.937500 Penalty: 791.822510
	Iteration 9Q: 3 clusters Score -326443.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -326510.531250 Penalty: 791.822510
	Iteration 10Q: 3 clusters Score -326510.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -326559.875000 Penalty: 791.822510
	Iteration 11Q: 3 clusters Score -326559.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -326601.968750 Penalty: 791.822510
	Iteration 12Q: 3 clusters Score -326602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -326639.593750 Penalty: 791.822510
	Iteration 13Q: 3 clusters Score -326639.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -326670.718750 Penalty: 791.822510
	Iteration 14Q: 3 clusters Score -326670.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -326688.375000 Penalty: 791.822510
	Iteration 15Q: 3 clusters Score -326688.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -326704.468750 Penalty: 791.822510
	Iteration 16Q: 3 clusters Score -326704.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -326725.750000 Penalty: 791.822510
	Iteration 17Q: 3 clusters Score -326725.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -326745.562500 Penalty: 791.822510
	Iteration 18Q: 3 clusters Score -326745.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -326764.187500 Penalty: 791.822510
	Iteration 19Q: 3 clusters Score -326764.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -326780.906250 Penalty: 791.822510
	Iteration 20F: 3 clusters Score -326780.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -326799.906250 Penalty: 791.822510
	Iteration 21Q: 3 clusters Score -326799.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -326825.312500 Penalty: 791.822510
	Iteration 22Q: 3 clusters Score -326825.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -326856.937500 Penalty: 791.822510
	Iteration 23Q: 3 clusters Score -326856.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -326905.250000 Penalty: 791.822510
	Iteration 24Q: 3 clusters Score -326905.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -326950.781250 Penalty: 791.822510
	Iteration 25Q: 3 clusters Score -326950.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -326986.437500 Penalty: 791.822510
	Iteration 26Q: 3 clusters Score -326986.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -327009.781250 Penalty: 791.822510
	Iteration 27Q: 3 clusters Score -327009.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -327024.781250 Penalty: 791.822510
	Iteration 28Q: 3 clusters Score -327024.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -327034.187500 Penalty: 791.822510
	Iteration 29Q: 3 clusters Score -327034.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -327046.875000 Penalty: 791.822510
	Iteration 30Q: 3 clusters Score -327046.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -327059.187500 Penalty: 791.822510
	Iteration 31Q: 3 clusters Score -327059.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -327068.031250 Penalty: 791.822510
	Iteration 32Q: 3 clusters Score -327068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -327076.375000 Penalty: 791.822510
	Iteration 33Q: 3 clusters Score -327076.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -327085.500000 Penalty: 791.822510
	Iteration 34Q: 3 clusters Score -327085.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -327092.656250 Penalty: 791.822510
	Iteration 35Q: 3 clusters Score -327092.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -327101.718750 Penalty: 791.822510
	Iteration 36Q: 3 clusters Score -327101.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -327108.937500 Penalty: 791.822510
	Iteration 37Q: 3 clusters Score -327108.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -327113.937500 Penalty: 791.822510
	Iteration 38Q: 3 clusters Score -327113.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -327115.812500 Penalty: 791.822510
	Iteration 39Q: 3 clusters Score -327115.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -327117.656250 Penalty: 791.822510
	Iteration 40F: 3 clusters Score -327117.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -327118.968750 Penalty: 791.822510
	Iteration 41Q: 3 clusters Score -327119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -327120.031250 Penalty: 791.822510
	Iteration 42Q: 3 clusters Score -327120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -327121.156250 Penalty: 791.822510
	Iteration 43Q: 3 clusters Score -327121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -327121.343750 Penalty: 791.822510
	Iteration 44Q: 3 clusters Score -327121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -327121.593750 Penalty: 791.822510
	Iteration 45Q: 3 clusters Score -327121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -327122.031250 Penalty: 791.822510
	Iteration 46Q: 3 clusters Score -327122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -327122.531250 Penalty: 791.822510
	Iteration 47Q: 3 clusters Score -327122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -327122.531250 Penalty: 791.822510
	Iteration 48F: 3 clusters Score -327122.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 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 991 members 
Entering Unmasked Estep 
Score: -106125.015625 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106125 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -106579.718750 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106579.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -106675.898438 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106675.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -106759.695312 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106759.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -106847.937500 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -106847.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -106959.789062 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -106959.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -107056.351562 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -107056.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -107118.765625 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107118.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -107162.609375 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107162.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -107202.453125 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107202.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -107220.789062 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107220.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -107234.882812 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -107243.382812 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107243.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -107251.703125 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -107258.617188 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -107259.687500 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -107260.171875 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -107261.515625 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -107264.218750 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -107266.812500 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -107270.843750 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -107279.445312 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -107279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -107283.296875 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -107283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -107285.945312 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -107285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -107287.937500 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -107287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -107290.960938 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -107291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -107292.906250 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -107292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -107294.718750 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -107294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -107296.468750 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -107296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -107296.718750 Penalty: 687.634949
	Iteration 29Q: 3 clusters Score -107296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -107296.718750 Penalty: 687.634949
	Iteration 30F: 3 clusters Score -107296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45215.414062 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45215.41 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -45377.332031 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45377.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -45424.312500 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45424.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -45456.339844 Penalty: 609.654541
	Iteration 3F: 3 clusters Score -45456.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45476.480469 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45476.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -45491.824219 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45491.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45504.250000 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45504.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45522.816406 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45522.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45537.468750 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45537.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45551.988281 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45551.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45573.222656 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45573.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45593.226562 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45593.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45604.867188 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45604.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45612.601562 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45612.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45619.503906 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45622.886719 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45622.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45625.410156 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45625.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45628.648438 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45628.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45633.617188 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45633.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45636.078125 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45636.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45639.140625 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45639.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45643.027344 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45643.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45646.371094 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45646.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45648.328125 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45648.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45649.324219 Penalty: 609.654541
	Iteration 24Q: 3 clusters Score -45649.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45650.722656 Penalty: 609.654541
	Iteration 25Q: 3 clusters Score -45650.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45650.722656 Penalty: 609.654541
	Iteration 26F: 3 clusters Score -45650.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13154.557617 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13154.56 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 133 members 
Entering Unmasked Estep 
Score: -12826.893555 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -12826.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12896.442383 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -12896.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12932.242188 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -12932.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12955.465820 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -12955.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12971.590820 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -12971.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12985.280273 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -12985.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12993.121094 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -12993.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13000.108398 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -13000.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13007.471680 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -13007.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13027.644531 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -13027.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13033.852539 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -13033.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13035.075195 Penalty: 504.965912
	Iteration 11Q: 3 clusters Score -13035.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13036.860352 Penalty: 504.965912
	Iteration 12Q: 3 clusters Score -13036.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13036.860352 Penalty: 504.965912
	Iteration 13F: 3 clusters Score -13036.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Entering Unmasked Estep 
Score: -821988.687500 Penalty: 431.078033
	Iteration 0F: 2 clusters Score -821988.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -813461.687500 Penalty: 862.156067
	Iteration 0F: 3 clusters Score -813461.7 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -817372.687500 Penalty: 862.156067
	Iteration 1F: 3 clusters Score -817372.7 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -818234.000000 Penalty: 862.156067
	Iteration 2F: 3 clusters Score -818234 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -819202.250000 Penalty: 862.156067
	Iteration 3F: 3 clusters Score -819202.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -820021.687500 Penalty: 862.156067
	Iteration 4F: 3 clusters Score -820021.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -820399.500000 Penalty: 862.156067
	Iteration 5F: 3 clusters Score -820399.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -820580.687500 Penalty: 862.156067
	Iteration 6Q: 3 clusters Score -820580.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -820671.437500 Penalty: 862.156067
	Iteration 7Q: 3 clusters Score -820671.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -820734.437500 Penalty: 862.156067
	Iteration 8Q: 3 clusters Score -820734.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -820784.750000 Penalty: 862.156067
	Iteration 9Q: 3 clusters Score -820784.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -820835.937500 Penalty: 862.156067
	Iteration 10Q: 3 clusters Score -820835.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -820876.500000 Penalty: 862.156067
	Iteration 11Q: 3 clusters Score -820876.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -820914.875000 Penalty: 862.156067
	Iteration 12Q: 3 clusters Score -820914.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -820957.625000 Penalty: 862.156067
	Iteration 13Q: 3 clusters Score -820957.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -821000.812500 Penalty: 862.156067
	Iteration 14Q: 3 clusters Score -821000.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -821046.687500 Penalty: 862.156067
	Iteration 15Q: 3 clusters Score -821046.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -821084.187500 Penalty: 862.156067
	Iteration 16Q: 3 clusters Score -821084.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -821119.812500 Penalty: 862.156067
	Iteration 17Q: 3 clusters Score -821119.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -821142.250000 Penalty: 862.156067
	Iteration 18Q: 3 clusters Score -821142.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -821159.562500 Penalty: 862.156067
	Iteration 19Q: 3 clusters Score -821159.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -821181.375000 Penalty: 862.156067
	Iteration 20F: 3 clusters Score -821181.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -821201.312500 Penalty: 862.156067
	Iteration 21Q: 3 clusters Score -821201.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -821217.625000 Penalty: 862.156067
	Iteration 22Q: 3 clusters Score -821217.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -821233.500000 Penalty: 862.156067
	Iteration 23Q: 3 clusters Score -821233.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -821246.812500 Penalty: 862.156067
	Iteration 24Q: 3 clusters Score -821246.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -821262.687500 Penalty: 862.156067
	Iteration 25Q: 3 clusters Score -821262.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -821278.125000 Penalty: 862.156067
	Iteration 26Q: 3 clusters Score -821278.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -821294.312500 Penalty: 862.156067
	Iteration 27Q: 3 clusters Score -821294.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -821315.000000 Penalty: 862.156067
	Iteration 28Q: 3 clusters Score -821315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -821333.000000 Penalty: 862.156067
	Iteration 29Q: 3 clusters Score -821333 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -821349.750000 Penalty: 862.156067
	Iteration 30Q: 3 clusters Score -821349.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -821368.875000 Penalty: 862.156067
	Iteration 31Q: 3 clusters Score -821368.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -821385.250000 Penalty: 862.156067
	Iteration 32Q: 3 clusters Score -821385.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -821398.437500 Penalty: 862.156067
	Iteration 33Q: 3 clusters Score -821398.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -821413.437500 Penalty: 862.156067
	Iteration 34Q: 3 clusters Score -821413.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -821430.312500 Penalty: 862.156067
	Iteration 35Q: 3 clusters Score -821430.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -821454.437500 Penalty: 862.156067
	Iteration 36Q: 3 clusters Score -821454.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -821471.625000 Penalty: 862.156067
	Iteration 37Q: 3 clusters Score -821471.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -821490.250000 Penalty: 862.156067
	Iteration 38Q: 3 clusters Score -821490.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -821499.687500 Penalty: 862.156067
	Iteration 39Q: 3 clusters Score -821499.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -821512.687500 Penalty: 862.156067
	Iteration 40F: 3 clusters Score -821512.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -821525.000000 Penalty: 862.156067
	Iteration 41Q: 3 clusters Score -821525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -821537.687500 Penalty: 862.156067
	Iteration 42Q: 3 clusters Score -821537.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -821550.062500 Penalty: 862.156067
	Iteration 43Q: 3 clusters Score -821550.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -821556.437500 Penalty: 862.156067
	Iteration 44Q: 3 clusters Score -821556.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -821563.187500 Penalty: 862.156067
	Iteration 45Q: 3 clusters Score -821563.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -821567.250000 Penalty: 862.156067
	Iteration 46Q: 3 clusters Score -821567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -821572.000000 Penalty: 862.156067
	Iteration 47Q: 3 clusters Score -821572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -821579.375000 Penalty: 862.156067
	Iteration 48Q: 3 clusters Score -821579.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -821583.437500 Penalty: 862.156067
	Iteration 49Q: 3 clusters Score -821583.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -821589.062500 Penalty: 862.156067
	Iteration 50Q: 3 clusters Score -821589.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -821591.562500 Penalty: 862.156067
	Iteration 51Q: 3 clusters Score -821591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -821597.625000 Penalty: 862.156067
	Iteration 52Q: 3 clusters Score -821597.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -821604.812500 Penalty: 862.156067
	Iteration 53Q: 3 clusters Score -821604.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -821613.937500 Penalty: 862.156067
	Iteration 54Q: 3 clusters Score -821613.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -821618.062500 Penalty: 862.156067
	Iteration 55Q: 3 clusters Score -821618.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -821626.125000 Penalty: 862.156067
	Iteration 56Q: 3 clusters Score -821626.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -821632.750000 Penalty: 862.156067
	Iteration 57Q: 3 clusters Score -821632.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -821638.562500 Penalty: 862.156067
	Iteration 58Q: 3 clusters Score -821638.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -821643.500000 Penalty: 862.156067
	Iteration 59Q: 3 clusters Score -821643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -821645.500000 Penalty: 862.156067
	Iteration 60F: 3 clusters Score -821645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -821645.250000 Penalty: 862.156067
	Iteration 61Q: 3 clusters Score -821645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -821646.625000 Penalty: 862.156067
	Iteration 62Q: 3 clusters Score -821646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -821653.812500 Penalty: 862.156067
	Iteration 63Q: 3 clusters Score -821653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -821659.312500 Penalty: 862.156067
	Iteration 64Q: 3 clusters Score -821659.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -821664.062500 Penalty: 862.156067
	Iteration 65Q: 3 clusters Score -821664.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -821674.250000 Penalty: 862.156067
	Iteration 66Q: 3 clusters Score -821674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -821679.250000 Penalty: 862.156067
	Iteration 67Q: 3 clusters Score -821679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -821678.500000 Penalty: 862.156067
	Iteration 68Q: 3 clusters Score -821678.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -821681.000000 Penalty: 862.156067
	Iteration 69Q: 3 clusters Score -821681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -821681.062500 Penalty: 862.156067
	Iteration 70Q: 3 clusters Score -821681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -821681.250000 Penalty: 862.156067
	Iteration 71Q: 3 clusters Score -821681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -821680.812500 Penalty: 862.156067
	Iteration 72Q: 3 clusters Score -821680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -821683.125000 Penalty: 862.156067
	Iteration 73Q: 3 clusters Score -821683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -821683.812500 Penalty: 862.156067
	Iteration 74Q: 3 clusters Score -821683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -821683.812500 Penalty: 862.156067
	Iteration 75F: 3 clusters Score -821683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 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 243 members 
Entering Unmasked Estep 
Score: -26269.738281 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26269.74 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26435.175781 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26435.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26485.169922 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26485.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26511.515625 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -26511.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26531.275391 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -26531.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26553.292969 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26553.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26580.822266 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26580.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26596.982422 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26596.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26604.107422 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26604.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26608.818359 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26608.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26618.539062 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26618.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26628.910156 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26628.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26639.318359 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -26639.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -26654.357422 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -26654.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -26665.746094 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -26665.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26675.617188 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -26675.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26683.677734 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -26683.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26685.156250 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -26685.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26685.156250 Penalty: 562.003906
	Iteration 18F: 3 clusters Score -26685.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7801.932617 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7801.933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7848.979492 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7848.979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7875.198730 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -7875.199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7885.237793 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -7885.238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7895.551270 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -7895.551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7903.865234 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -7903.865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7918.990723 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -7918.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7920.986816 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -7920.987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7921.517090 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -7921.517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7921.517090 Penalty: 464.641052
	Iteration 9F: 3 clusters Score -7921.517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129142 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 180247 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38846 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16324 members 
Mstep: Class 20 contains 6011 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059966.000000 Penalty: 15284.933594
Iteration 239Q: 27 clusters Score -2.305997e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 180247 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38834 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16324 members 
Mstep: Class 20 contains 6009 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13029 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059980.000000 Penalty: 15284.933594
Iteration 240F: 27 clusters Score -2.305998e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 180248 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38825 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16318 members 
Mstep: Class 20 contains 6008 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13035 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059952.000000 Penalty: 15284.933594
Iteration 241Q: 27 clusters Score -2.305995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129166 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180245 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38822 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16310 members 
Mstep: Class 20 contains 6006 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13042 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059964.000000 Penalty: 15284.933594
Iteration 242Q: 27 clusters Score -2.305996e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180238 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38818 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16304 members 
Mstep: Class 20 contains 6005 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13050 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059948.000000 Penalty: 15284.933594
Iteration 243Q: 27 clusters Score -2.305995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129185 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180236 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38815 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16297 members 
Mstep: Class 20 contains 6004 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13054 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059930.000000 Penalty: 15284.933594
Iteration 244Q: 27 clusters Score -2.305993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129191 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180235 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38814 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16290 members 
Mstep: Class 20 contains 6004 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13056 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059932.000000 Penalty: 15284.933594
Iteration 245Q: 27 clusters Score -2.305993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129194 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180234 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38813 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16286 members 
Mstep: Class 20 contains 6004 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13058 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059940.000000 Penalty: 15284.933594
Iteration 246Q: 27 clusters Score -2.305994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129197 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180233 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38813 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 6004 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13059 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059950.000000 Penalty: 15284.933594
Iteration 247Q: 27 clusters Score -2.305995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180232 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38811 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 6004 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13060 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059950.000000 Penalty: 15284.933594
Iteration 248Q: 27 clusters Score -2.305995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129206 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180235 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38810 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 16281 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13061 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059938.000000 Penalty: 15284.933594
Iteration 249Q: 27 clusters Score -2.305994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180238 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38808 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 16278 members 
Mstep: Class 20 contains 6001 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13062 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059938.000000 Penalty: 15284.933594
Iteration 250Q: 27 clusters Score -2.305994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129223 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 180239 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38805 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 16274 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13063 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059932.000000 Penalty: 15284.933594
Iteration 251Q: 27 clusters Score -2.305993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129231 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 180240 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38798 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 16273 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13064 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059926.000000 Penalty: 15284.933594
Iteration 252Q: 27 clusters Score -2.305993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129235 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 180247 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38792 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16268 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13066 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059934.000000 Penalty: 15284.933594
Iteration 253Q: 27 clusters Score -2.305993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129237 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180259 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38782 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16263 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13068 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059950.000000 Penalty: 15284.933594
Iteration 254Q: 27 clusters Score -2.305995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180265 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38778 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16255 members 
Mstep: Class 20 contains 5997 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13068 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059948.000000 Penalty: 15284.933594
Iteration 255Q: 27 clusters Score -2.305995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 180271 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38774 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16247 members 
Mstep: Class 20 contains 5997 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13067 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059950.000000 Penalty: 15284.933594
Iteration 256Q: 27 clusters Score -2.305995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 180274 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38775 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16238 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13068 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059930.000000 Penalty: 15284.933594
Iteration 257Q: 27 clusters Score -2.305993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 180287 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38776 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16229 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 13072 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059938.000000 Penalty: 15284.933594
Iteration 258Q: 27 clusters Score -2.305994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129251 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180296 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38774 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16219 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13075 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059950.000000 Penalty: 15284.933594
Iteration 259Q: 27 clusters Score -2.305995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180306 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38773 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16207 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13074 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059960.000000 Penalty: 15284.933594
Iteration 260F: 27 clusters Score -2.305996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 180309 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38772 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16202 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13074 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059958.000000 Penalty: 15284.933594
Iteration 261Q: 27 clusters Score -2.305996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 180316 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38770 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16196 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13075 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059960.000000 Penalty: 15284.933594
Iteration 262Q: 27 clusters Score -2.305996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 180322 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38770 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16190 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13079 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059952.000000 Penalty: 15284.933594
Iteration 263Q: 27 clusters Score -2.305995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180330 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38769 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16185 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13080 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059964.000000 Penalty: 15284.933594
Iteration 264Q: 27 clusters Score -2.305996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180342 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38768 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16178 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13082 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059946.000000 Penalty: 15284.933594
Iteration 265Q: 27 clusters Score -2.305995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129243 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180346 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38768 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16173 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13087 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059944.000000 Penalty: 15284.933594
Iteration 266Q: 27 clusters Score -2.305994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129241 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180348 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38767 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16170 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13091 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059978.000000 Penalty: 15284.933594
Iteration 267Q: 27 clusters Score -2.305998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129240 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180348 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38766 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16169 members 
Mstep: Class 20 contains 5994 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059952.000000 Penalty: 15284.933594
Iteration 268Q: 27 clusters Score -2.305995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129241 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180345 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38766 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16168 members 
Mstep: Class 20 contains 5993 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059956.000000 Penalty: 15284.933594
Iteration 269Q: 27 clusters Score -2.305996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180348 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38764 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 16164 members 
Mstep: Class 20 contains 5991 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13103 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059946.000000 Penalty: 15284.933594
Iteration 270Q: 27 clusters Score -2.305995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180346 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38762 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 16164 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059934.000000 Penalty: 15284.933594
Iteration 271Q: 27 clusters Score -2.305993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180345 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38761 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 16163 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059940.000000 Penalty: 15284.933594
Iteration 272Q: 27 clusters Score -2.305994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129252 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180348 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38760 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 16158 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059938.000000 Penalty: 15284.933594
Iteration 273Q: 27 clusters Score -2.305994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180353 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38757 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3486 members 
Mstep: Class 19 contains 16156 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059938.000000 Penalty: 15284.933594
Iteration 274Q: 27 clusters Score -2.305994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180358 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38757 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059946.000000 Penalty: 15284.933594
Iteration 275Q: 27 clusters Score -2.305995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180358 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38757 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16152 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059940.000000 Penalty: 15284.933594
Iteration 276Q: 27 clusters Score -2.305994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180360 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38757 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16152 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059954.000000 Penalty: 15284.933594
Iteration 277Q: 27 clusters Score -2.305995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180362 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38756 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16151 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059940.000000 Penalty: 15284.933594
Iteration 278Q: 27 clusters Score -2.305994e+07 nChanged 11
Entering ConstructFrom: 
Score: -23059940.000000 Penalty: 15284.933594
Entering ConstructFrom: 
Trying to split cluster 1 (129254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Entering Unmasked Estep 
Score: -7719459.000000 Penalty: 535.513855
	Iteration 0F: 2 clusters Score -7719459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -7636911.000000 Penalty: 1071.027710
	Iteration 0F: 3 clusters Score -7636911 nChanged 63344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -7676121.500000 Penalty: 1071.027710
	Iteration 1F: 3 clusters Score -7676122 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -7678571.500000 Penalty: 1071.027710
	Iteration 2Q: 3 clusters Score -7678572 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -7682009.000000 Penalty: 1071.027710
	Iteration 3F: 3 clusters Score -7682009 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -7686894.500000 Penalty: 1071.027710
	Iteration 4F: 3 clusters Score -7686894 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -7692721.000000 Penalty: 1071.027710
	Iteration 5F: 3 clusters Score -7692721 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -7697912.000000 Penalty: 1071.027710
	Iteration 6F: 3 clusters Score -7697912 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -7700676.500000 Penalty: 1071.027710
	Iteration 7Q: 3 clusters Score -7700676 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -7701693.000000 Penalty: 1071.027710
	Iteration 8Q: 3 clusters Score -7701693 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -7702310.500000 Penalty: 1071.027710
	Iteration 9Q: 3 clusters Score -7702310 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -7702930.500000 Penalty: 1071.027710
	Iteration 10Q: 3 clusters Score -7702930 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -7703514.500000 Penalty: 1071.027710
	Iteration 11Q: 3 clusters Score -7703514 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -7704206.000000 Penalty: 1071.027710
	Iteration 12Q: 3 clusters Score -7704206 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -7704917.500000 Penalty: 1071.027710
	Iteration 13Q: 3 clusters Score -7704918 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -7705660.500000 Penalty: 1071.027710
	Iteration 14Q: 3 clusters Score -7705660 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -7706598.500000 Penalty: 1071.027710
	Iteration 15Q: 3 clusters Score -7706598 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -7707522.000000 Penalty: 1071.027710
	Iteration 16Q: 3 clusters Score -7707522 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -7708532.500000 Penalty: 1071.027710
	Iteration 17Q: 3 clusters Score -7708532 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -7709414.500000 Penalty: 1071.027710
	Iteration 18Q: 3 clusters Score -7709414 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7710395 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7711295 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -7712084.500000 Penalty: 1071.027710
	Iteration 21Q: 3 clusters Score -7712084 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -7712745.000000 Penalty: 1071.027710
	Iteration 22Q: 3 clusters Score -7712745 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7713368 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -7713797.000000 Penalty: 1071.027710
	Iteration 24Q: 3 clusters Score -7713797 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -7714158.000000 Penalty: 1071.027710
	Iteration 25Q: 3 clusters Score -7714158 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -7714456.500000 Penalty: 1071.027710
	Iteration 26Q: 3 clusters Score -7714456 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -7714649.500000 Penalty: 1071.027710
	Iteration 27Q: 3 clusters Score -7714650 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7714788 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7714918 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7714982 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -7715077.000000 Penalty: 1071.027710
	Iteration 31Q: 3 clusters Score -7715077 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -7715152.000000 Penalty: 1071.027710
	Iteration 32Q: 3 clusters Score -7715152 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -7715251.500000 Penalty: 1071.027710
	Iteration 33Q: 3 clusters Score -7715252 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -7715301.500000 Penalty: 1071.027710
	Iteration 34Q: 3 clusters Score -7715302 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -7715363.000000 Penalty: 1071.027710
	Iteration 35Q: 3 clusters Score -7715363 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -7715439.500000 Penalty: 1071.027710
	Iteration 36Q: 3 clusters Score -7715440 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -7715527.000000 Penalty: 1071.027710
	Iteration 37Q: 3 clusters Score -7715527 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7715500 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -7715531.500000 Penalty: 1071.027710
	Iteration 39Q: 3 clusters Score -7715532 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -7715524.000000 Penalty: 1071.027710
	Iteration 40F: 3 clusters Score -7715524 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7715537 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -7715519.500000 Penalty: 1071.027710
	Iteration 42Q: 3 clusters Score -7715520 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7715500 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7715530 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -7715549.500000 Penalty: 1071.027710
	Iteration 45Q: 3 clusters Score -7715550 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7715582 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7715584 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -7715573.500000 Penalty: 1071.027710
	Iteration 48Q: 3 clusters Score -7715574 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -7715559.000000 Penalty: 1071.027710
	Iteration 49Q: 3 clusters Score -7715559 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -7715548.000000 Penalty: 1071.027710
	Iteration 50Q: 3 clusters Score -7715548 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -7715552.500000 Penalty: 1071.027710
	Iteration 51Q: 3 clusters Score -7715552 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -7715577.500000 Penalty: 1071.027710
	Iteration 52Q: 3 clusters Score -7715578 nChanged 274
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Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -7715583.000000 Penalty: 1071.027710
	Iteration 53Q: 3 clusters Score -7715583 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -7715581.500000 Penalty: 1071.027710
	Iteration 54Q: 3 clusters Score -7715582 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -7715591.000000 Penalty: 1071.027710
	Iteration 55Q: 3 clusters Score -7715591 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7715569 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7715548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -7715515.000000 Penalty: 1071.027710
	Iteration 58Q: 3 clusters Score -7715515 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -7715534.000000 Penalty: 1071.027710
	Iteration 59Q: 3 clusters Score -7715534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -7715522.500000 Penalty: 1071.027710
	Iteration 60F: 3 clusters Score -7715522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -7715530.500000 Penalty: 1071.027710
	Iteration 61Q: 3 clusters Score -7715530 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -7715515.500000 Penalty: 1071.027710
	Iteration 62Q: 3 clusters Score -7715516 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -7715503.500000 Penalty: 1071.027710
	Iteration 63Q: 3 clusters Score -7715504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -7715506.000000 Penalty: 1071.027710
	Iteration 64Q: 3 clusters Score -7715506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -7715496.500000 Penalty: 1071.027710
	Iteration 65Q: 3 clusters Score -7715496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -7715505.000000 Penalty: 1071.027710
	Iteration 66Q: 3 clusters Score -7715505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7715502.000000 Penalty: 1071.027710
	Iteration 67Q: 3 clusters Score -7715502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -7715489.500000 Penalty: 1071.027710
	Iteration 68Q: 3 clusters Score -7715490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -7715494.000000 Penalty: 1071.027710
	Iteration 69Q: 3 clusters Score -7715494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7715496 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -7715480.000000 Penalty: 1071.027710
	Iteration 71Q: 3 clusters Score -7715480 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7715470 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -7715451.000000 Penalty: 1071.027710
	Iteration 73Q: 3 clusters Score -7715451 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7715464.500000 Penalty: 1071.027710
	Iteration 74Q: 3 clusters Score -7715464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -7715440.000000 Penalty: 1071.027710
	Iteration 75Q: 3 clusters Score -7715440 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -7715447.500000 Penalty: 1071.027710
	Iteration 76Q: 3 clusters Score -7715448 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7715433.000000 Penalty: 1071.027710
	Iteration 77Q: 3 clusters Score -7715433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7715431 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7715446 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -7715443.500000 Penalty: 1071.027710
	Iteration 80F: 3 clusters Score -7715444 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -7715442.000000 Penalty: 1071.027710
	Iteration 81Q: 3 clusters Score -7715442 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7715433 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7715430.500000 Penalty: 1071.027710
	Iteration 83Q: 3 clusters Score -7715430 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -7715419.500000 Penalty: 1071.027710
	Iteration 84Q: 3 clusters Score -7715420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7715410 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -7715403.500000 Penalty: 1071.027710
	Iteration 86Q: 3 clusters Score -7715404 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -7715393.500000 Penalty: 1071.027710
	Iteration 87Q: 3 clusters Score -7715394 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -7715389.500000 Penalty: 1071.027710
	Iteration 88Q: 3 clusters Score -7715390 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7715370.500000 Penalty: 1071.027710
	Iteration 89Q: 3 clusters Score -7715370 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7715381.500000 Penalty: 1071.027710
	Iteration 90Q: 3 clusters Score -7715382 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7715390 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7715403.500000 Penalty: 1071.027710
	Iteration 92Q: 3 clusters Score -7715404 nChanged 38
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Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -7715392.500000 Penalty: 1071.027710
	Iteration 93Q: 3 clusters Score -7715392 nChanged 38
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Mstep: Class 1 contains 89083 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7715382 nChanged 29
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Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7715378 nChanged 25
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Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7715370 nChanged 13
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Mstep: Class 1 contains 89150 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7715376 nChanged 12
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Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7715376 nChanged 15
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7715374 nChanged 20
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Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -7715362.500000 Penalty: 1071.027710
	Iteration 100F: 3 clusters Score -7715362 nChanged 15
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Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7715359 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7715357 nChanged 33
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Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7715356 nChanged 26
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Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7715371 nChanged 25
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7715367 nChanged 27
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7715359 nChanged 27
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Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7715366 nChanged 19
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Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7715371 nChanged 16
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Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7715370 nChanged 20
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Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7715368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -7715370.000000 Penalty: 1071.027710
	Iteration 111Q: 3 clusters Score -7715370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7715365.000000 Penalty: 1071.027710
	Iteration 112Q: 3 clusters Score -7715365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7715361.500000 Penalty: 1071.027710
	Iteration 113Q: 3 clusters Score -7715362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7715349.500000 Penalty: 1071.027710
	Iteration 114Q: 3 clusters Score -7715350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -7715349.000000 Penalty: 1071.027710
	Iteration 115Q: 3 clusters Score -7715349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7715352.000000 Penalty: 1071.027710
	Iteration 116Q: 3 clusters Score -7715352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -7715349.500000 Penalty: 1071.027710
	Iteration 117Q: 3 clusters Score -7715350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7715344.500000 Penalty: 1071.027710
	Iteration 118Q: 3 clusters Score -7715344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -7715353.000000 Penalty: 1071.027710
	Iteration 119Q: 3 clusters Score -7715353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -7715342.000000 Penalty: 1071.027710
	Iteration 120F: 3 clusters Score -7715342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7715340.000000 Penalty: 1071.027710
	Iteration 121Q: 3 clusters Score -7715340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7715339.000000 Penalty: 1071.027710
	Iteration 122Q: 3 clusters Score -7715339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -7715343.000000 Penalty: 1071.027710
	Iteration 123Q: 3 clusters Score -7715343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7715348.500000 Penalty: 1071.027710
	Iteration 124Q: 3 clusters Score -7715348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -7715346.000000 Penalty: 1071.027710
	Iteration 125Q: 3 clusters Score -7715346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7715349.500000 Penalty: 1071.027710
	Iteration 126Q: 3 clusters Score -7715350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7715341.500000 Penalty: 1071.027710
	Iteration 127Q: 3 clusters Score -7715342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -7715343.000000 Penalty: 1071.027710
	Iteration 128Q: 3 clusters Score -7715343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -7715342.000000 Penalty: 1071.027710
	Iteration 129Q: 3 clusters Score -7715342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -7715345.500000 Penalty: 1071.027710
	Iteration 130Q: 3 clusters Score -7715346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -7715344.500000 Penalty: 1071.027710
	Iteration 131Q: 3 clusters Score -7715344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7715345.500000 Penalty: 1071.027710
	Iteration 132Q: 3 clusters Score -7715346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7715337.000000 Penalty: 1071.027710
	Iteration 133Q: 3 clusters Score -7715337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -7715337.500000 Penalty: 1071.027710
	Iteration 134Q: 3 clusters Score -7715338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7715336.500000 Penalty: 1071.027710
	Iteration 135Q: 3 clusters Score -7715336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7715340.500000 Penalty: 1071.027710
	Iteration 136Q: 3 clusters Score -7715340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7715344.500000 Penalty: 1071.027710
	Iteration 137Q: 3 clusters Score -7715344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -7715343.500000 Penalty: 1071.027710
	Iteration 138Q: 3 clusters Score -7715344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -7715341.500000 Penalty: 1071.027710
	Iteration 139Q: 3 clusters Score -7715342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -7715344.000000 Penalty: 1071.027710
	Iteration 140F: 3 clusters Score -7715344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7715347.000000 Penalty: 1071.027710
	Iteration 141Q: 3 clusters Score -7715347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89758 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7715348.000000 Penalty: 1071.027710
	Iteration 142Q: 3 clusters Score -7715348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7715347.500000 Penalty: 1071.027710
	Iteration 143Q: 3 clusters Score -7715348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7715347.500000 Penalty: 1071.027710
	Iteration 144Q: 3 clusters Score -7715348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -7715347.500000 Penalty: 1071.027710
	Iteration 145Q: 3 clusters Score -7715348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7715351.000000 Penalty: 1071.027710
	Iteration 146Q: 3 clusters Score -7715351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7715351.000000 Penalty: 1071.027710
	Iteration 147F: 3 clusters Score -7715351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 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 191 members 
Entering Unmasked Estep 
Score: -19568.232422 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19568.23 nChanged 110
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: -19731.316406 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19731.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19782.843750 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19782.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19842.865234 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19842.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19896.869141 Penalty: 537.882507
	Iteration 4F: 3 clusters Score -19896.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19942.042969 Penalty: 537.882507
	Iteration 5F: 3 clusters Score -19942.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19976.035156 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19976.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20001.595703 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -20001.6 nChanged 4
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: -20007.880859 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -20007.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20012.544922 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -20012.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20014.902344 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -20014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20015.533203 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -20015.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20015.533203 Penalty: 537.882507
	Iteration 12F: 3 clusters Score -20015.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 286 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180365 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38753 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 83 members 
Entering Unmasked Estep 
Score: -23059704.000000 Penalty: 15872.815430
Splitting cluster 2 changes total score from -23059940.000000 to -23059704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22829.105469 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22829.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22433.251953 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22433.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22520.111328 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22520.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22534.046875 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22534.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22539.320312 Penalty: 541.745117
	Iteration 3Q: 3 clusters Score -22539.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22546.578125 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22546.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22551.919922 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22551.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22559.312500 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22559.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22572.498047 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22577.447266 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22577.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22579.855469 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22579.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22580.761719 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22580.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22582.000000 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -22582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22583.158203 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -22583.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22583.158203 Penalty: 541.745117
	Iteration 13F: 3 clusters Score -22583.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7010.093750 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7010.094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7099.914551 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7099.915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7135.554688 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7135.555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7153.459473 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7153.459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7161.232422 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7161.232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7172.138672 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7172.139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7178.933594 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7178.934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7189.371094 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7189.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7191.029297 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7191.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7191.029297 Penalty: 454.746338
	Iteration 9F: 3 clusters Score -7191.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1807.115234 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1807.115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1915.164185 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1915.164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1928.779785 Penalty: 369.500305
	Iteration 2F: 3 clusters Score -1928.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1936.731323 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -1936.731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1952.453613 Penalty: 369.500305
	Iteration 4Q: 3 clusters Score -1952.454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1952.453613 Penalty: 369.500305
	Iteration 5F: 3 clusters Score -1952.454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 36 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180365 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38753 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 22 members 
Entering Unmasked Estep 
Score: -23059556.000000 Penalty: 15872.815430
Splitting cluster 5 changes total score from -23059940.000000 to -23059556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1820.930542 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1820.931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1837.260742 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1837.261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7726.332520 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7726.333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7856.248047 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7856.248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7894.168457 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7894.168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7909.435059 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -7909.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7909.435059 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7909.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 30 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180365 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38753 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 134 members 
Entering Unmasked Estep 
Score: -23059648.000000 Penalty: 15872.815430
Splitting cluster 7 changes total score from -23059940.000000 to -23059648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -48921.066406 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -48921.07 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 437 members 
Entering Unmasked Estep 
Score: -48162.542969 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -48162.54 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -48408.234375 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -48408.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48473.144531 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -48473.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -48523.824219 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -48523.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -48562.042969 Penalty: 622.878174
	Iteration 4F: 3 clusters Score -48562.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48583.023438 Penalty: 622.878174
	Iteration 5Q: 3 clusters Score -48583.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -48593.453125 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -48593.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -48605.792969 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -48605.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -48614.894531 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -48614.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -48618.253906 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -48618.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -48619.859375 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -48619.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48620.562500 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -48620.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48625.847656 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -48625.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48628.292969 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -48628.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48632.375000 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -48632.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48634.015625 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -48634.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48634.214844 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -48634.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48634.511719 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -48634.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48634.621094 Penalty: 622.878174
	Iteration 18Q: 3 clusters Score -48634.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48634.621094 Penalty: 622.878174
	Iteration 19F: 3 clusters Score -48634.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -180256.390625 Penalty: 370.078247
	Iteration 0F: 2 clusters Score -180256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -177935.890625 Penalty: 740.156494
	Iteration 0F: 3 clusters Score -177935.9 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -178803.921875 Penalty: 740.156494
	Iteration 1F: 3 clusters Score -178803.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -179002.062500 Penalty: 740.156494
	Iteration 2F: 3 clusters Score -179002.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -179202.484375 Penalty: 740.156494
	Iteration 3F: 3 clusters Score -179202.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -179416.500000 Penalty: 740.156494
	Iteration 4F: 3 clusters Score -179416.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179626.390625 Penalty: 740.156494
	Iteration 5F: 3 clusters Score -179626.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -179778.406250 Penalty: 740.156494
	Iteration 6F: 3 clusters Score -179778.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -179872.250000 Penalty: 740.156494
	Iteration 7Q: 3 clusters Score -179872.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -179924.718750 Penalty: 740.156494
	Iteration 8Q: 3 clusters Score -179924.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -179957.562500 Penalty: 740.156494
	Iteration 9Q: 3 clusters Score -179957.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -179983.437500 Penalty: 740.156494
	Iteration 10Q: 3 clusters Score -179983.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -180001.875000 Penalty: 740.156494
	Iteration 11Q: 3 clusters Score -180001.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -180020.109375 Penalty: 740.156494
	Iteration 12Q: 3 clusters Score -180020.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -180036.890625 Penalty: 740.156494
	Iteration 13Q: 3 clusters Score -180036.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -180051.593750 Penalty: 740.156494
	Iteration 14Q: 3 clusters Score -180051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -180063.375000 Penalty: 740.156494
	Iteration 15Q: 3 clusters Score -180063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -180067.765625 Penalty: 740.156494
	Iteration 16Q: 3 clusters Score -180067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -180078.500000 Penalty: 740.156494
	Iteration 17Q: 3 clusters Score -180078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -180082.046875 Penalty: 740.156494
	Iteration 18Q: 3 clusters Score -180082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -180085.437500 Penalty: 740.156494
	Iteration 19Q: 3 clusters Score -180085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -180087.875000 Penalty: 740.156494
	Iteration 20F: 3 clusters Score -180087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -180089.437500 Penalty: 740.156494
	Iteration 21Q: 3 clusters Score -180089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -180089.437500 Penalty: 740.156494
	Iteration 22F: 3 clusters Score -180089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180365 members 
Entering Unmasked Estep 
Score: -10521628.000000 Penalty: 550.674561
	Iteration 0F: 2 clusters Score -1.052163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -10408917.000000 Penalty: 1101.349121
	Iteration 0F: 3 clusters Score -1.040892e+07 nChanged 88625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -10466477.000000 Penalty: 1101.349121
	Iteration 1F: 3 clusters Score -1.046648e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -10472992.000000 Penalty: 1101.349121
	Iteration 2F: 3 clusters Score -1.047299e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -10482415.000000 Penalty: 1101.349121
	Iteration 3F: 3 clusters Score -1.048242e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -10492411.000000 Penalty: 1101.349121
	Iteration 4F: 3 clusters Score -1.049241e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -10498756.000000 Penalty: 1101.349121
	Iteration 5F: 3 clusters Score -1.049876e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -10501353.000000 Penalty: 1101.349121
	Iteration 6Q: 3 clusters Score -1.050135e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -10502534.000000 Penalty: 1101.349121
	Iteration 7Q: 3 clusters Score -1.050253e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 120226 members 
Entering Unmasked Estep 
Score: -10503331.000000 Penalty: 1101.349121
	Iteration 8Q: 3 clusters Score -1.050333e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 123290 members 
Entering Unmasked Estep 
Score: -10504175.000000 Penalty: 1101.349121
	Iteration 9Q: 3 clusters Score -1.050418e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 126512 members 
Entering Unmasked Estep 
Score: -10504974.000000 Penalty: 1101.349121
	Iteration 10Q: 3 clusters Score -1.050497e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -10505880.000000 Penalty: 1101.349121
	Iteration 11Q: 3 clusters Score -1.050588e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 133329 members 
Entering Unmasked Estep 
Score: -10506762.000000 Penalty: 1101.349121
	Iteration 12Q: 3 clusters Score -1.050676e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -10507743.000000 Penalty: 1101.349121
	Iteration 13Q: 3 clusters Score -1.050774e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -10508747.000000 Penalty: 1101.349121
	Iteration 14Q: 3 clusters Score -1.050875e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 143467 members 
Entering Unmasked Estep 
Score: -10509552.000000 Penalty: 1101.349121
	Iteration 15Q: 3 clusters Score -1.050955e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 146665 members 
Entering Unmasked Estep 
Score: -10510318.000000 Penalty: 1101.349121
	Iteration 16Q: 3 clusters Score -1.051032e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 149613 members 
Entering Unmasked Estep 
Score: -10510947.000000 Penalty: 1101.349121
	Iteration 17Q: 3 clusters Score -1.051095e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -10511666.000000 Penalty: 1101.349121
	Iteration 18Q: 3 clusters Score -1.051167e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -10512190.000000 Penalty: 1101.349121
	Iteration 19Q: 3 clusters Score -1.051219e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -10512744.000000 Penalty: 1101.349121
	Iteration 20F: 3 clusters Score -1.051274e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 159393 members 
Entering Unmasked Estep 
Score: -10513099.000000 Penalty: 1101.349121
	Iteration 21Q: 3 clusters Score -1.05131e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 161375 members 
Entering Unmasked Estep 
Score: -10513605.000000 Penalty: 1101.349121
	Iteration 22Q: 3 clusters Score -1.05136e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -10514008.000000 Penalty: 1101.349121
	Iteration 23Q: 3 clusters Score -1.051401e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -10514474.000000 Penalty: 1101.349121
	Iteration 24Q: 3 clusters Score -1.051447e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -10515056.000000 Penalty: 1101.349121
	Iteration 25Q: 3 clusters Score -1.051506e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 168247 members 
Entering Unmasked Estep 
Score: -10515609.000000 Penalty: 1101.349121
	Iteration 26Q: 3 clusters Score -1.051561e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 169799 members 
Entering Unmasked Estep 
Score: -10516226.000000 Penalty: 1101.349121
	Iteration 27Q: 3 clusters Score -1.051623e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -10516910.000000 Penalty: 1101.349121
	Iteration 28Q: 3 clusters Score -1.051691e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 172528 members 
Entering Unmasked Estep 
Score: -10517497.000000 Penalty: 1101.349121
	Iteration 29Q: 3 clusters Score -1.05175e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 173733 members 
Entering Unmasked Estep 
Score: -10518132.000000 Penalty: 1101.349121
	Iteration 30Q: 3 clusters Score -1.051813e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -10518865.000000 Penalty: 1101.349121
	Iteration 31Q: 3 clusters Score -1.051886e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -10519293.000000 Penalty: 1101.349121
	Iteration 32Q: 3 clusters Score -1.051929e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -10519699.000000 Penalty: 1101.349121
	Iteration 33Q: 3 clusters Score -1.05197e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 177160 members 
Entering Unmasked Estep 
Score: -10519969.000000 Penalty: 1101.349121
	Iteration 34Q: 3 clusters Score -1.051997e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 177704 members 
Entering Unmasked Estep 
Score: -10520282.000000 Penalty: 1101.349121
	Iteration 35Q: 3 clusters Score -1.052028e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 178121 members 
Entering Unmasked Estep 
Score: -10520477.000000 Penalty: 1101.349121
	Iteration 36Q: 3 clusters Score -1.052048e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -10520654.000000 Penalty: 1101.349121
	Iteration 37Q: 3 clusters Score -1.052065e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -10520791.000000 Penalty: 1101.349121
	Iteration 38Q: 3 clusters Score -1.052079e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -10520844.000000 Penalty: 1101.349121
	Iteration 39Q: 3 clusters Score -1.052084e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 179008 members 
Entering Unmasked Estep 
Score: -10520953.000000 Penalty: 1101.349121
	Iteration 40F: 3 clusters Score -1.052095e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 179129 members 
Entering Unmasked Estep 
Score: -10520980.000000 Penalty: 1101.349121
	Iteration 41Q: 3 clusters Score -1.052098e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 179219 members 
Entering Unmasked Estep 
Score: -10521032.000000 Penalty: 1101.349121
	Iteration 42Q: 3 clusters Score -1.052103e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 179301 members 
Entering Unmasked Estep 
Score: -10521099.000000 Penalty: 1101.349121
	Iteration 43Q: 3 clusters Score -1.05211e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 179360 members 
Entering Unmasked Estep 
Score: -10521155.000000 Penalty: 1101.349121
	Iteration 44Q: 3 clusters Score -1.052116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 179404 members 
Entering Unmasked Estep 
Score: -10521205.000000 Penalty: 1101.349121
	Iteration 45Q: 3 clusters Score -1.05212e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 179446 members 
Entering Unmasked Estep 
Score: -10521233.000000 Penalty: 1101.349121
	Iteration 46Q: 3 clusters Score -1.052123e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -10521266.000000 Penalty: 1101.349121
	Iteration 47Q: 3 clusters Score -1.052127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 179478 members 
Entering Unmasked Estep 
Score: -10521287.000000 Penalty: 1101.349121
	Iteration 48Q: 3 clusters Score -1.052129e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -10521301.000000 Penalty: 1101.349121
	Iteration 49Q: 3 clusters Score -1.05213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 179501 members 
Entering Unmasked Estep 
Score: -10521291.000000 Penalty: 1101.349121
	Iteration 50Q: 3 clusters Score -1.052129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 179503 members 
Entering Unmasked Estep 
Score: -10521291.000000 Penalty: 1101.349121
	Iteration 51Q: 3 clusters Score -1.052129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 179500 members 
Entering Unmasked Estep 
Score: -10521297.000000 Penalty: 1101.349121
	Iteration 52Q: 3 clusters Score -1.05213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 179499 members 
Entering Unmasked Estep 
Score: -10521300.000000 Penalty: 1101.349121
	Iteration 53Q: 3 clusters Score -1.05213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 179502 members 
Entering Unmasked Estep 
Score: -10521308.000000 Penalty: 1101.349121
	Iteration 54Q: 3 clusters Score -1.052131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 179510 members 
Entering Unmasked Estep 
Score: -10521315.000000 Penalty: 1101.349121
	Iteration 55Q: 3 clusters Score -1.052132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 179519 members 
Entering Unmasked Estep 
Score: -10521311.000000 Penalty: 1101.349121
	Iteration 56Q: 3 clusters Score -1.052131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -10521315.000000 Penalty: 1101.349121
	Iteration 57Q: 3 clusters Score -1.052132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 179538 members 
Entering Unmasked Estep 
Score: -10521327.000000 Penalty: 1101.349121
	Iteration 58Q: 3 clusters Score -1.052133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 179545 members 
Entering Unmasked Estep 
Score: -10521335.000000 Penalty: 1101.349121
	Iteration 59Q: 3 clusters Score -1.052134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 179550 members 
Entering Unmasked Estep 
Score: -10521340.000000 Penalty: 1101.349121
	Iteration 60F: 3 clusters Score -1.052134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179555 members 
Entering Unmasked Estep 
Score: -10521343.000000 Penalty: 1101.349121
	Iteration 61Q: 3 clusters Score -1.052134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 179565 members 
Entering Unmasked Estep 
Score: -10521339.000000 Penalty: 1101.349121
	Iteration 62Q: 3 clusters Score -1.052134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 179579 members 
Entering Unmasked Estep 
Score: -10521333.000000 Penalty: 1101.349121
	Iteration 63Q: 3 clusters Score -1.052133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 179590 members 
Entering Unmasked Estep 
Score: -10521337.000000 Penalty: 1101.349121
	Iteration 64Q: 3 clusters Score -1.052134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 179593 members 
Entering Unmasked Estep 
Score: -10521349.000000 Penalty: 1101.349121
	Iteration 65Q: 3 clusters Score -1.052135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 179593 members 
Entering Unmasked Estep 
Score: -10521361.000000 Penalty: 1101.349121
	Iteration 66Q: 3 clusters Score -1.052136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 179602 members 
Entering Unmasked Estep 
Score: -10521365.000000 Penalty: 1101.349121
	Iteration 67Q: 3 clusters Score -1.052136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 179611 members 
Entering Unmasked Estep 
Score: -10521371.000000 Penalty: 1101.349121
	Iteration 68Q: 3 clusters Score -1.052137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 179617 members 
Entering Unmasked Estep 
Score: -10521376.000000 Penalty: 1101.349121
	Iteration 69Q: 3 clusters Score -1.052138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 179624 members 
Entering Unmasked Estep 
Score: -10521373.000000 Penalty: 1101.349121
	Iteration 70Q: 3 clusters Score -1.052137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 179627 members 
Entering Unmasked Estep 
Score: -10521379.000000 Penalty: 1101.349121
	Iteration 71Q: 3 clusters Score -1.052138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 179629 members 
Entering Unmasked Estep 
Score: -10521376.000000 Penalty: 1101.349121
	Iteration 72Q: 3 clusters Score -1.052138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 179631 members 
Entering Unmasked Estep 
Score: -10521373.000000 Penalty: 1101.349121
	Iteration 73Q: 3 clusters Score -1.052137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 179633 members 
Entering Unmasked Estep 
Score: -10521387.000000 Penalty: 1101.349121
	Iteration 74Q: 3 clusters Score -1.052139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 179633 members 
Entering Unmasked Estep 
Score: -10521387.000000 Penalty: 1101.349121
	Iteration 75Q: 3 clusters Score -1.052139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 179634 members 
Entering Unmasked Estep 
Score: -10521387.000000 Penalty: 1101.349121
	Iteration 76Q: 3 clusters Score -1.052139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 179634 members 
Entering Unmasked Estep 
Score: -10521387.000000 Penalty: 1101.349121
	Iteration 77F: 3 clusters Score -1.052139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58118.226562 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58118.23 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58388.835938 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58388.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -58450.226562 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58450.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -58491.242188 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58491.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -58529.765625 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -58529.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -58564.710938 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -58564.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58582.070312 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -58582.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58599.093750 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58599.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58619.273438 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58619.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58645.671875 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58645.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58669.210938 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58669.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58685.496094 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58685.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -58691.816406 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58691.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58697.460938 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58697.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58700.445312 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -58700.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58701.480469 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -58701.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58702.308594 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -58702.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58703.414062 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -58703.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58704.804688 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -58704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58706.183594 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -58706.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58707.035156 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -58707.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58707.214844 Penalty: 633.650269
	Iteration 21Q: 3 clusters Score -58707.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58707.296875 Penalty: 633.650269
	Iteration 22Q: 3 clusters Score -58707.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58707.296875 Penalty: 633.650269
	Iteration 23F: 3 clusters Score -58707.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -82567.984375 Penalty: 333.174225
	Iteration 0F: 2 clusters Score -82567.98 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 764 members 
Entering Unmasked Estep 
Score: -81417.164062 Penalty: 666.348450
	Iteration 0F: 3 clusters Score -81417.16 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81757.437500 Penalty: 666.348450
	Iteration 1F: 3 clusters Score -81757.44 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -81817.921875 Penalty: 666.348450
	Iteration 2F: 3 clusters Score -81817.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -81860.203125 Penalty: 666.348450
	Iteration 3F: 3 clusters Score -81860.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -81878.726562 Penalty: 666.348450
	Iteration 4Q: 3 clusters Score -81878.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -81896.085938 Penalty: 666.348450
	Iteration 5Q: 3 clusters Score -81896.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -81911.335938 Penalty: 666.348450
	Iteration 6Q: 3 clusters Score -81911.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -81927.250000 Penalty: 666.348450
	Iteration 7Q: 3 clusters Score -81927.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -81949.507812 Penalty: 666.348450
	Iteration 8Q: 3 clusters Score -81949.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -81972.140625 Penalty: 666.348450
	Iteration 9Q: 3 clusters Score -81972.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -81997.578125 Penalty: 666.348450
	Iteration 10Q: 3 clusters Score -81997.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -82019.031250 Penalty: 666.348450
	Iteration 11Q: 3 clusters Score -82019.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -82044.125000 Penalty: 666.348450
	Iteration 12Q: 3 clusters Score -82044.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -82065.859375 Penalty: 666.348450
	Iteration 13Q: 3 clusters Score -82065.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -82087.523438 Penalty: 666.348450
	Iteration 14Q: 3 clusters Score -82087.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -82103.492188 Penalty: 666.348450
	Iteration 15Q: 3 clusters Score -82103.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -82113.507812 Penalty: 666.348450
	Iteration 16Q: 3 clusters Score -82113.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -82125.031250 Penalty: 666.348450
	Iteration 17Q: 3 clusters Score -82125.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -82139.000000 Penalty: 666.348450
	Iteration 18Q: 3 clusters Score -82139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -82153.765625 Penalty: 666.348450
	Iteration 19Q: 3 clusters Score -82153.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -82167.398438 Penalty: 666.348450
	Iteration 20F: 3 clusters Score -82167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -82184.453125 Penalty: 666.348450
	Iteration 21Q: 3 clusters Score -82184.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -82196.656250 Penalty: 666.348450
	Iteration 22Q: 3 clusters Score -82196.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -82206.234375 Penalty: 666.348450
	Iteration 23Q: 3 clusters Score -82206.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -82217.601562 Penalty: 666.348450
	Iteration 24Q: 3 clusters Score -82217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -82225.085938 Penalty: 666.348450
	Iteration 25Q: 3 clusters Score -82225.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -82232.593750 Penalty: 666.348450
	Iteration 26Q: 3 clusters Score -82232.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -82239.773438 Penalty: 666.348450
	Iteration 27Q: 3 clusters Score -82239.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -82248.203125 Penalty: 666.348450
	Iteration 28Q: 3 clusters Score -82248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -82257.328125 Penalty: 666.348450
	Iteration 29Q: 3 clusters Score -82257.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -82263.796875 Penalty: 666.348450
	Iteration 30Q: 3 clusters Score -82263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -82269.460938 Penalty: 666.348450
	Iteration 31Q: 3 clusters Score -82269.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -82277.640625 Penalty: 666.348450
	Iteration 32Q: 3 clusters Score -82277.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -82285.765625 Penalty: 666.348450
	Iteration 33Q: 3 clusters Score -82285.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -82289.312500 Penalty: 666.348450
	Iteration 34Q: 3 clusters Score -82289.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -82290.671875 Penalty: 666.348450
	Iteration 35Q: 3 clusters Score -82290.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -82292.773438 Penalty: 666.348450
	Iteration 36Q: 3 clusters Score -82292.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -82294.812500 Penalty: 666.348450
	Iteration 37Q: 3 clusters Score -82294.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -82296.437500 Penalty: 666.348450
	Iteration 38Q: 3 clusters Score -82296.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -82298.398438 Penalty: 666.348450
	Iteration 39Q: 3 clusters Score -82298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -82298.929688 Penalty: 666.348450
	Iteration 40F: 3 clusters Score -82298.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -86900.281250 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86900.28 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -87239.789062 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87239.79 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -87305.453125 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87305.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -87348.546875 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87348.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -87385.867188 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -87385.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -87416.406250 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -87416.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -87448.593750 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87448.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -87482.718750 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87482.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -87526.945312 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87526.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -87579.546875 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87579.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -87637.273438 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87637.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -87700.921875 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87700.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -87728.984375 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87728.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -87741.414062 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87741.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -87750.203125 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -87755.156250 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87755.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -87759.890625 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87759.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -87763.953125 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87763.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -87766.703125 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -87768.609375 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87768.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -87769.460938 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87769.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -87772.140625 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87772.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -87774.859375 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -87774.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -87777.460938 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -87777.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -87780.609375 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -87780.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -87781.125000 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -87781.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -87783.671875 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -87783.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -87784.796875 Penalty: 670.058411
	Iteration 27Q: 3 clusters Score -87784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -87785.414062 Penalty: 670.058411
	Iteration 28Q: 3 clusters Score -87785.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -87787.367188 Penalty: 670.058411
	Iteration 29Q: 3 clusters Score -87787.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -87789.078125 Penalty: 670.058411
	Iteration 30Q: 3 clusters Score -87789.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -87790.492188 Penalty: 670.058411
	Iteration 31Q: 3 clusters Score -87790.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -87791.718750 Penalty: 670.058411
	Iteration 32Q: 3 clusters Score -87791.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -87792.531250 Penalty: 670.058411
	Iteration 33Q: 3 clusters Score -87792.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -87792.984375 Penalty: 670.058411
	Iteration 34Q: 3 clusters Score -87792.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -87793.484375 Penalty: 670.058411
	Iteration 35Q: 3 clusters Score -87793.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -87793.484375 Penalty: 670.058411
	Iteration 36F: 3 clusters Score -87793.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Entering Unmasked Estep 
Score: -2162186.000000 Penalty: 480.705841
	Iteration 0F: 2 clusters Score -2162186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2136053.250000 Penalty: 961.411682
	Iteration 0F: 3 clusters Score -2136053 nChanged 18849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2147872.750000 Penalty: 961.411682
	Iteration 1F: 3 clusters Score -2147873 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2149043.500000 Penalty: 961.411682
	Iteration 2F: 3 clusters Score -2149044 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2150532.750000 Penalty: 961.411682
	Iteration 3F: 3 clusters Score -2150533 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2152290.250000 Penalty: 961.411682
	Iteration 4F: 3 clusters Score -2152290 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2154028.250000 Penalty: 961.411682
	Iteration 5F: 3 clusters Score -2154028 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2155303.000000 Penalty: 961.411682
	Iteration 6F: 3 clusters Score -2155303 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2155977.750000 Penalty: 961.411682
	Iteration 7Q: 3 clusters Score -2155978 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2156404.500000 Penalty: 961.411682
	Iteration 8Q: 3 clusters Score -2156404 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2156760.250000 Penalty: 961.411682
	Iteration 9Q: 3 clusters Score -2156760 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2157146.250000 Penalty: 961.411682
	Iteration 10Q: 3 clusters Score -2157146 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2157572.750000 Penalty: 961.411682
	Iteration 11Q: 3 clusters Score -2157573 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2158017.000000 Penalty: 961.411682
	Iteration 12Q: 3 clusters Score -2158017 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2158504.250000 Penalty: 961.411682
	Iteration 13Q: 3 clusters Score -2158504 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2158993.250000 Penalty: 961.411682
	Iteration 14Q: 3 clusters Score -2158993 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2159434.500000 Penalty: 961.411682
	Iteration 15Q: 3 clusters Score -2159434 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2159832.500000 Penalty: 961.411682
	Iteration 16Q: 3 clusters Score -2159832 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2160200.500000 Penalty: 961.411682
	Iteration 17Q: 3 clusters Score -2160200 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2160547.250000 Penalty: 961.411682
	Iteration 18Q: 3 clusters Score -2160547 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2160870.500000 Penalty: 961.411682
	Iteration 19Q: 3 clusters Score -2160870 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2161129.000000 Penalty: 961.411682
	Iteration 20F: 3 clusters Score -2161129 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2161321.000000 Penalty: 961.411682
	Iteration 21Q: 3 clusters Score -2161321 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2161467.000000 Penalty: 961.411682
	Iteration 22Q: 3 clusters Score -2161467 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2161579.750000 Penalty: 961.411682
	Iteration 23Q: 3 clusters Score -2161580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2161660.750000 Penalty: 961.411682
	Iteration 24Q: 3 clusters Score -2161661 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2161729.000000 Penalty: 961.411682
	Iteration 25Q: 3 clusters Score -2161729 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2161766.250000 Penalty: 961.411682
	Iteration 26Q: 3 clusters Score -2161766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2161790.250000 Penalty: 961.411682
	Iteration 27Q: 3 clusters Score -2161790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2161812.000000 Penalty: 961.411682
	Iteration 28Q: 3 clusters Score -2161812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2161819.750000 Penalty: 961.411682
	Iteration 29Q: 3 clusters Score -2161820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2161834.000000 Penalty: 961.411682
	Iteration 30Q: 3 clusters Score -2161834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2161833.500000 Penalty: 961.411682
	Iteration 31Q: 3 clusters Score -2161834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2161836.000000 Penalty: 961.411682
	Iteration 32Q: 3 clusters Score -2161836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2161841.750000 Penalty: 961.411682
	Iteration 33Q: 3 clusters Score -2161842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2161843.500000 Penalty: 961.411682
	Iteration 34Q: 3 clusters Score -2161844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2161843.250000 Penalty: 961.411682
	Iteration 35Q: 3 clusters Score -2161843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2161846.000000 Penalty: 961.411682
	Iteration 36Q: 3 clusters Score -2161846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2161844.250000 Penalty: 961.411682
	Iteration 37Q: 3 clusters Score -2161844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2161844.250000 Penalty: 961.411682
	Iteration 38F: 3 clusters Score -2161844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -215520.031250 Penalty: 374.997498
	Iteration 0F: 2 clusters Score -215520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -212946.812500 Penalty: 749.994995
	Iteration 0F: 3 clusters Score -212946.8 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -214023.468750 Penalty: 749.994995
	Iteration 1F: 3 clusters Score -214023.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -214168.328125 Penalty: 749.994995
	Iteration 2F: 3 clusters Score -214168.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -214301.906250 Penalty: 749.994995
	Iteration 3F: 3 clusters Score -214301.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -214436.031250 Penalty: 749.994995
	Iteration 4F: 3 clusters Score -214436 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -214560.250000 Penalty: 749.994995
	Iteration 5Q: 3 clusters Score -214560.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -214637.796875 Penalty: 749.994995
	Iteration 6Q: 3 clusters Score -214637.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214704.140625 Penalty: 749.994995
	Iteration 7Q: 3 clusters Score -214704.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -214749.750000 Penalty: 749.994995
	Iteration 8Q: 3 clusters Score -214749.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -214784.453125 Penalty: 749.994995
	Iteration 9Q: 3 clusters Score -214784.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -214810.515625 Penalty: 749.994995
	Iteration 10Q: 3 clusters Score -214810.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -214841.656250 Penalty: 749.994995
	Iteration 11Q: 3 clusters Score -214841.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -214870.156250 Penalty: 749.994995
	Iteration 12Q: 3 clusters Score -214870.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -214891.859375 Penalty: 749.994995
	Iteration 13Q: 3 clusters Score -214891.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -214918.812500 Penalty: 749.994995
	Iteration 14Q: 3 clusters Score -214918.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -214959.859375 Penalty: 749.994995
	Iteration 15Q: 3 clusters Score -214959.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -214998.671875 Penalty: 749.994995
	Iteration 16Q: 3 clusters Score -214998.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -215029.531250 Penalty: 749.994995
	Iteration 17Q: 3 clusters Score -215029.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -215063.265625 Penalty: 749.994995
	Iteration 18Q: 3 clusters Score -215063.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -215082.375000 Penalty: 749.994995
	Iteration 19Q: 3 clusters Score -215082.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -215097.015625 Penalty: 749.994995
	Iteration 20F: 3 clusters Score -215097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -215106.312500 Penalty: 749.994995
	Iteration 21Q: 3 clusters Score -215106.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -215111.187500 Penalty: 749.994995
	Iteration 22Q: 3 clusters Score -215111.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -215114.828125 Penalty: 749.994995
	Iteration 23Q: 3 clusters Score -215114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -215116.859375 Penalty: 749.994995
	Iteration 24Q: 3 clusters Score -215116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -215117.500000 Penalty: 749.994995
	Iteration 25Q: 3 clusters Score -215117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -215119.187500 Penalty: 749.994995
	Iteration 26Q: 3 clusters Score -215119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -215119.843750 Penalty: 749.994995
	Iteration 27Q: 3 clusters Score -215119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -215121.062500 Penalty: 749.994995
	Iteration 28Q: 3 clusters Score -215121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -215121.734375 Penalty: 749.994995
	Iteration 29Q: 3 clusters Score -215121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -215122.890625 Penalty: 749.994995
	Iteration 30Q: 3 clusters Score -215122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -215122.843750 Penalty: 749.994995
	Iteration 31Q: 3 clusters Score -215122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -215122.906250 Penalty: 749.994995
	Iteration 32Q: 3 clusters Score -215122.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -215122.906250 Penalty: 749.994995
	Iteration 33F: 3 clusters Score -215122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11350.822266 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11350.82 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 125 members 
Entering Unmasked Estep 
Score: -11038.524414 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11038.52 nChanged 67
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: -11151.308594 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11151.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11227.916992 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11227.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11261.243164 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -11261.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11267.148438 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11267.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11276.757812 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11276.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11292.083008 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11292.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11293.789062 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11293.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11293.789062 Penalty: 495.260010
	Iteration 8F: 3 clusters Score -11293.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -59444.976562 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -59444.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58629.351562 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -58629.35 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58976.984375 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -58976.98 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -59145.011719 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -59145.01 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59253.710938 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -59253.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -59314.953125 Penalty: 628.696716
	Iteration 4F: 3 clusters Score -59314.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -59357.230469 Penalty: 628.696716
	Iteration 5F: 3 clusters Score -59357.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -59379.625000 Penalty: 628.696716
	Iteration 6Q: 3 clusters Score -59379.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -59386.605469 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -59386.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -59389.687500 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -59389.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59392.027344 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -59392.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -59394.445312 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -59394.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -59396.312500 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -59396.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -59400.546875 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -59400.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -59403.535156 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -59403.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -59406.984375 Penalty: 628.696716
	Iteration 14Q: 3 clusters Score -59406.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -59409.312500 Penalty: 628.696716
	Iteration 15Q: 3 clusters Score -59409.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59410.152344 Penalty: 628.696716
	Iteration 16Q: 3 clusters Score -59410.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -59412.851562 Penalty: 628.696716
	Iteration 17Q: 3 clusters Score -59412.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -59416.070312 Penalty: 628.696716
	Iteration 18Q: 3 clusters Score -59416.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -59418.160156 Penalty: 628.696716
	Iteration 19Q: 3 clusters Score -59418.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -59419.792969 Penalty: 628.696716
	Iteration 20F: 3 clusters Score -59419.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59421.343750 Penalty: 628.696716
	Iteration 21Q: 3 clusters Score -59421.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -59421.578125 Penalty: 628.696716
	Iteration 22Q: 3 clusters Score -59421.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -59421.578125 Penalty: 628.696716
	Iteration 23F: 3 clusters Score -59421.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -214617.625000 Penalty: 371.082031
	Iteration 0F: 2 clusters Score -214617.6 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: -212210.265625 Penalty: 742.164062
	Iteration 0F: 3 clusters Score -212210.3 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -213013.625000 Penalty: 742.164062
	Iteration 1F: 3 clusters Score -213013.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -213108.234375 Penalty: 742.164062
	Iteration 2F: 3 clusters Score -213108.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -213227.234375 Penalty: 742.164062
	Iteration 3F: 3 clusters Score -213227.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -213375.859375 Penalty: 742.164062
	Iteration 4F: 3 clusters Score -213375.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -213584.218750 Penalty: 742.164062
	Iteration 5F: 3 clusters Score -213584.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -213794.140625 Penalty: 742.164062
	Iteration 6F: 3 clusters Score -213794.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -213943.484375 Penalty: 742.164062
	Iteration 7Q: 3 clusters Score -213943.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -214057.953125 Penalty: 742.164062
	Iteration 8Q: 3 clusters Score -214058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -214138.156250 Penalty: 742.164062
	Iteration 9Q: 3 clusters Score -214138.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -214181.312500 Penalty: 742.164062
	Iteration 10Q: 3 clusters Score -214181.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -214207.843750 Penalty: 742.164062
	Iteration 11Q: 3 clusters Score -214207.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -214227.921875 Penalty: 742.164062
	Iteration 12Q: 3 clusters Score -214227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -214242.687500 Penalty: 742.164062
	Iteration 13Q: 3 clusters Score -214242.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -214252.656250 Penalty: 742.164062
	Iteration 14Q: 3 clusters Score -214252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -214256.296875 Penalty: 742.164062
	Iteration 15Q: 3 clusters Score -214256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -214259.109375 Penalty: 742.164062
	Iteration 16Q: 3 clusters Score -214259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -214262.921875 Penalty: 742.164062
	Iteration 17Q: 3 clusters Score -214262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -214266.468750 Penalty: 742.164062
	Iteration 18Q: 3 clusters Score -214266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -214272.203125 Penalty: 742.164062
	Iteration 19Q: 3 clusters Score -214272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -214275.718750 Penalty: 742.164062
	Iteration 20F: 3 clusters Score -214275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -214277.781250 Penalty: 742.164062
	Iteration 21Q: 3 clusters Score -214277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -214279.703125 Penalty: 742.164062
	Iteration 22Q: 3 clusters Score -214279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -214282.921875 Penalty: 742.164062
	Iteration 23Q: 3 clusters Score -214282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -214285.390625 Penalty: 742.164062
	Iteration 24Q: 3 clusters Score -214285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -214287.312500 Penalty: 742.164062
	Iteration 25Q: 3 clusters Score -214287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -214287.859375 Penalty: 742.164062
	Iteration 26Q: 3 clusters Score -214287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -214288.109375 Penalty: 742.164062
	Iteration 27Q: 3 clusters Score -214288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -214288.109375 Penalty: 742.164062
	Iteration 28F: 3 clusters Score -214288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Entering Unmasked Estep 
Score: -930895.375000 Penalty: 440.888702
	Iteration 0F: 2 clusters Score -930895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -920083.812500 Penalty: 881.777405
	Iteration 0F: 3 clusters Score -920083.8 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -925007.000000 Penalty: 881.777405
	Iteration 1F: 3 clusters Score -925007 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -925715.500000 Penalty: 881.777405
	Iteration 2F: 3 clusters Score -925715.5 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -926571.625000 Penalty: 881.777405
	Iteration 3F: 3 clusters Score -926571.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -927435.937500 Penalty: 881.777405
	Iteration 4F: 3 clusters Score -927435.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -928133.687500 Penalty: 881.777405
	Iteration 5F: 3 clusters Score -928133.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -928518.312500 Penalty: 881.777405
	Iteration 6Q: 3 clusters Score -928518.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -928734.375000 Penalty: 881.777405
	Iteration 7Q: 3 clusters Score -928734.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -928861.125000 Penalty: 881.777405
	Iteration 8Q: 3 clusters Score -928861.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -928949.000000 Penalty: 881.777405
	Iteration 9Q: 3 clusters Score -928949 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -929024.312500 Penalty: 881.777405
	Iteration 10Q: 3 clusters Score -929024.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -929092.625000 Penalty: 881.777405
	Iteration 11Q: 3 clusters Score -929092.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -929169.625000 Penalty: 881.777405
	Iteration 12Q: 3 clusters Score -929169.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -929228.562500 Penalty: 881.777405
	Iteration 13Q: 3 clusters Score -929228.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -929295.687500 Penalty: 881.777405
	Iteration 14Q: 3 clusters Score -929295.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -929357.750000 Penalty: 881.777405
	Iteration 15Q: 3 clusters Score -929357.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -929421.125000 Penalty: 881.777405
	Iteration 16Q: 3 clusters Score -929421.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -929483.625000 Penalty: 881.777405
	Iteration 17Q: 3 clusters Score -929483.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -929538.750000 Penalty: 881.777405
	Iteration 18Q: 3 clusters Score -929538.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -929607.562500 Penalty: 881.777405
	Iteration 19Q: 3 clusters Score -929607.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -929690.000000 Penalty: 881.777405
	Iteration 20F: 3 clusters Score -929690 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -929760.562500 Penalty: 881.777405
	Iteration 21Q: 3 clusters Score -929760.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -929840.375000 Penalty: 881.777405
	Iteration 22Q: 3 clusters Score -929840.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -929907.500000 Penalty: 881.777405
	Iteration 23Q: 3 clusters Score -929907.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -929979.687500 Penalty: 881.777405
	Iteration 24Q: 3 clusters Score -929979.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -930038.312500 Penalty: 881.777405
	Iteration 25Q: 3 clusters Score -930038.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -930097.750000 Penalty: 881.777405
	Iteration 26Q: 3 clusters Score -930097.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -930155.312500 Penalty: 881.777405
	Iteration 27Q: 3 clusters Score -930155.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -930198.812500 Penalty: 881.777405
	Iteration 28Q: 3 clusters Score -930198.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -930238.062500 Penalty: 881.777405
	Iteration 29Q: 3 clusters Score -930238.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -930281.125000 Penalty: 881.777405
	Iteration 30Q: 3 clusters Score -930281.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -930314.875000 Penalty: 881.777405
	Iteration 31Q: 3 clusters Score -930314.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -930337.562500 Penalty: 881.777405
	Iteration 32Q: 3 clusters Score -930337.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -930359.500000 Penalty: 881.777405
	Iteration 33Q: 3 clusters Score -930359.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -930378.937500 Penalty: 881.777405
	Iteration 34Q: 3 clusters Score -930378.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -930401.125000 Penalty: 881.777405
	Iteration 35Q: 3 clusters Score -930401.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -930423.937500 Penalty: 881.777405
	Iteration 36Q: 3 clusters Score -930423.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -930442.875000 Penalty: 881.777405
	Iteration 37Q: 3 clusters Score -930442.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -930462.437500 Penalty: 881.777405
	Iteration 38Q: 3 clusters Score -930462.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -930475.687500 Penalty: 881.777405
	Iteration 39Q: 3 clusters Score -930475.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -930486.062500 Penalty: 881.777405
	Iteration 40F: 3 clusters Score -930486.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -930496.750000 Penalty: 881.777405
	Iteration 41Q: 3 clusters Score -930496.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -930501.187500 Penalty: 881.777405
	Iteration 42Q: 3 clusters Score -930501.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -930503.187500 Penalty: 881.777405
	Iteration 43Q: 3 clusters Score -930503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -930508.687500 Penalty: 881.777405
	Iteration 44Q: 3 clusters Score -930508.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -930513.062500 Penalty: 881.777405
	Iteration 45Q: 3 clusters Score -930513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -930516.500000 Penalty: 881.777405
	Iteration 46Q: 3 clusters Score -930516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -930518.875000 Penalty: 881.777405
	Iteration 47Q: 3 clusters Score -930518.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -930521.812500 Penalty: 881.777405
	Iteration 48Q: 3 clusters Score -930521.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -930522.250000 Penalty: 881.777405
	Iteration 49Q: 3 clusters Score -930522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -930523.375000 Penalty: 881.777405
	Iteration 50Q: 3 clusters Score -930523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -930528.062500 Penalty: 881.777405
	Iteration 51Q: 3 clusters Score -930528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -930530.625000 Penalty: 881.777405
	Iteration 52Q: 3 clusters Score -930530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -930532.937500 Penalty: 881.777405
	Iteration 53Q: 3 clusters Score -930532.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -930534.062500 Penalty: 881.777405
	Iteration 54Q: 3 clusters Score -930534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -930536.625000 Penalty: 881.777405
	Iteration 55Q: 3 clusters Score -930536.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -930539.062500 Penalty: 881.777405
	Iteration 56Q: 3 clusters Score -930539.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -930543.125000 Penalty: 881.777405
	Iteration 57Q: 3 clusters Score -930543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -930543.875000 Penalty: 881.777405
	Iteration 58Q: 3 clusters Score -930543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -930545.937500 Penalty: 881.777405
	Iteration 59Q: 3 clusters Score -930545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -930546.750000 Penalty: 881.777405
	Iteration 60F: 3 clusters Score -930546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -930546.062500 Penalty: 881.777405
	Iteration 61Q: 3 clusters Score -930546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -930548.375000 Penalty: 881.777405
	Iteration 62Q: 3 clusters Score -930548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -930549.062500 Penalty: 881.777405
	Iteration 63Q: 3 clusters Score -930549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -930549.500000 Penalty: 881.777405
	Iteration 64Q: 3 clusters Score -930549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -930548.750000 Penalty: 881.777405
	Iteration 65Q: 3 clusters Score -930548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -930547.875000 Penalty: 881.777405
	Iteration 66Q: 3 clusters Score -930547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -930548.125000 Penalty: 881.777405
	Iteration 67Q: 3 clusters Score -930548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -930548.125000 Penalty: 881.777405
	Iteration 68F: 3 clusters Score -930548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -326121.968750 Penalty: 395.744415
	Iteration 0F: 2 clusters Score -326122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -322160.093750 Penalty: 791.488831
	Iteration 0F: 3 clusters Score -322160.1 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -323613.656250 Penalty: 791.488831
	Iteration 1F: 3 clusters Score -323613.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -323790.781250 Penalty: 791.488831
	Iteration 2F: 3 clusters Score -323790.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -324008.187500 Penalty: 791.488831
	Iteration 3F: 3 clusters Score -324008.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -324263.031250 Penalty: 791.488831
	Iteration 4F: 3 clusters Score -324263 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -324551.125000 Penalty: 791.488831
	Iteration 5F: 3 clusters Score -324551.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324857.406250 Penalty: 791.488831
	Iteration 6F: 3 clusters Score -324857.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -325135.875000 Penalty: 791.488831
	Iteration 7F: 3 clusters Score -325135.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -325351.187500 Penalty: 791.488831
	Iteration 8Q: 3 clusters Score -325351.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -325518.531250 Penalty: 791.488831
	Iteration 9Q: 3 clusters Score -325518.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -325641.281250 Penalty: 791.488831
	Iteration 10Q: 3 clusters Score -325641.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -325729.375000 Penalty: 791.488831
	Iteration 11Q: 3 clusters Score -325729.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325795.031250 Penalty: 791.488831
	Iteration 12Q: 3 clusters Score -325795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -325841.562500 Penalty: 791.488831
	Iteration 13Q: 3 clusters Score -325841.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -325863.750000 Penalty: 791.488831
	Iteration 14Q: 3 clusters Score -325863.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -325879.843750 Penalty: 791.488831
	Iteration 15Q: 3 clusters Score -325879.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -325888.375000 Penalty: 791.488831
	Iteration 16Q: 3 clusters Score -325888.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -325894.562500 Penalty: 791.488831
	Iteration 17Q: 3 clusters Score -325894.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -325897.375000 Penalty: 791.488831
	Iteration 18Q: 3 clusters Score -325897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -325899.343750 Penalty: 791.488831
	Iteration 19Q: 3 clusters Score -325899.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -325900.687500 Penalty: 791.488831
	Iteration 20F: 3 clusters Score -325900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -325900.937500 Penalty: 791.488831
	Iteration 21Q: 3 clusters Score -325900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -325902.531250 Penalty: 791.488831
	Iteration 22Q: 3 clusters Score -325902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -325904.687500 Penalty: 791.488831
	Iteration 23Q: 3 clusters Score -325904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -325906.812500 Penalty: 791.488831
	Iteration 24Q: 3 clusters Score -325906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -325907.687500 Penalty: 791.488831
	Iteration 25Q: 3 clusters Score -325907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -325908.968750 Penalty: 791.488831
	Iteration 26Q: 3 clusters Score -325909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -325909.687500 Penalty: 791.488831
	Iteration 27Q: 3 clusters Score -325909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -325910.281250 Penalty: 791.488831
	Iteration 28Q: 3 clusters Score -325910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -325910.500000 Penalty: 791.488831
	Iteration 29Q: 3 clusters Score -325910.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -325911.125000 Penalty: 791.488831
	Iteration 30Q: 3 clusters Score -325911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -325912.187500 Penalty: 791.488831
	Iteration 31Q: 3 clusters Score -325912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -325912.250000 Penalty: 791.488831
	Iteration 32Q: 3 clusters Score -325912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -325913.562500 Penalty: 791.488831
	Iteration 33Q: 3 clusters Score -325913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -325913.437500 Penalty: 791.488831
	Iteration 34Q: 3 clusters Score -325913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -325913.343750 Penalty: 791.488831
	Iteration 35Q: 3 clusters Score -325913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -325914.156250 Penalty: 791.488831
	Iteration 36Q: 3 clusters Score -325914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -325914.687500 Penalty: 791.488831
	Iteration 37Q: 3 clusters Score -325914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -325914.812500 Penalty: 791.488831
	Iteration 38Q: 3 clusters Score -325914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -325914.812500 Penalty: 791.488831
	Iteration 39F: 3 clusters Score -325914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 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 969 members 
Entering Unmasked Estep 
Score: -106138.648438 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106138.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -106556.804688 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106556.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -106634.296875 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106634.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -106730.671875 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106730.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -106864.054688 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -106864.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -106991.945312 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -106991.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -107110.992188 Penalty: 687.634949
	Iteration 6F: 3 clusters Score -107111 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -107175.406250 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107175.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -107217.210938 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107217.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -107241.445312 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107241.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -107262.125000 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107262.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -107278.734375 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107278.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -107295.617188 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -107308.164062 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107308.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -107318.585938 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107318.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -107330.148438 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107330.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -107344.625000 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107344.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -107355.703125 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107355.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -107366.992188 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -107380.671875 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107380.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -107400.265625 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107400.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -107416.492188 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -107416.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -107434.835938 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -107434.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -107447.164062 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -107447.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -107459.960938 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -107460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -107472.789062 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -107472.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -107482.632812 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -107482.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -107489.718750 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -107489.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -107496.031250 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -107496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -107500.328125 Penalty: 687.634949
	Iteration 29Q: 3 clusters Score -107500.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -107502.835938 Penalty: 687.634949
	Iteration 30Q: 3 clusters Score -107502.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -107504.992188 Penalty: 687.634949
	Iteration 31Q: 3 clusters Score -107505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -107507.554688 Penalty: 687.634949
	Iteration 32Q: 3 clusters Score -107507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -107511.085938 Penalty: 687.634949
	Iteration 33Q: 3 clusters Score -107511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -107512.625000 Penalty: 687.634949
	Iteration 34Q: 3 clusters Score -107512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -107514.273438 Penalty: 687.634949
	Iteration 35Q: 3 clusters Score -107514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -107515.992188 Penalty: 687.634949
	Iteration 36Q: 3 clusters Score -107516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -107515.953125 Penalty: 687.634949
	Iteration 37Q: 3 clusters Score -107516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -107516.203125 Penalty: 687.634949
	Iteration 38Q: 3 clusters Score -107516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107516.304688 Penalty: 687.634949
	Iteration 39Q: 3 clusters Score -107516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107516.304688 Penalty: 687.634949
	Iteration 40F: 3 clusters Score -107516.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45225.933594 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45225.93 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45408.757812 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45408.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -45439.074219 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45439.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45464.757812 Penalty: 609.654541
	Iteration 3Q: 3 clusters Score -45464.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45495.558594 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45495.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -45523.878906 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45523.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -45554.558594 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45554.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -45584.792969 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45584.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45615.019531 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45615.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -45640.296875 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45640.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45652.519531 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45652.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -45655.101562 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -45656.195312 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45656.515625 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45656.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45656.515625 Penalty: 609.654541
	Iteration 14F: 3 clusters Score -45656.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -13198.780273 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -13198.78 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 131 members 
Entering Unmasked Estep 
Score: -12864.314453 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -12864.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12967.364258 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -12967.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13004.581055 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -13004.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13035.772461 Penalty: 505.319305
	Iteration 3F: 3 clusters Score -13035.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13055.041992 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -13055.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13061.834961 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -13061.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13064.515625 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -13064.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13067.556641 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -13067.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13069.618164 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -13069.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13070.293945 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -13070.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13070.293945 Penalty: 505.319305
	Iteration 10F: 3 clusters Score -13070.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Entering Unmasked Estep 
Score: -827271.625000 Penalty: 431.374084
	Iteration 0F: 2 clusters Score -827271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -818601.687500 Penalty: 862.748169
	Iteration 0F: 3 clusters Score -818601.7 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -822049.437500 Penalty: 862.748169
	Iteration 1F: 3 clusters Score -822049.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -822382.812500 Penalty: 862.748169
	Iteration 2F: 3 clusters Score -822382.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -822882.875000 Penalty: 862.748169
	Iteration 3F: 3 clusters Score -822882.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -823595.812500 Penalty: 862.748169
	Iteration 4F: 3 clusters Score -823595.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -824339.812500 Penalty: 862.748169
	Iteration 5F: 3 clusters Score -824339.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -824885.250000 Penalty: 862.748169
	Iteration 6F: 3 clusters Score -824885.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -825200.500000 Penalty: 862.748169
	Iteration 7Q: 3 clusters Score -825200.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -825371.062500 Penalty: 862.748169
	Iteration 8Q: 3 clusters Score -825371.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -825449.937500 Penalty: 862.748169
	Iteration 9Q: 3 clusters Score -825449.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -825510.000000 Penalty: 862.748169
	Iteration 10Q: 3 clusters Score -825510 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -825567.937500 Penalty: 862.748169
	Iteration 11Q: 3 clusters Score -825567.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -825625.625000 Penalty: 862.748169
	Iteration 12Q: 3 clusters Score -825625.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -825669.437500 Penalty: 862.748169
	Iteration 13Q: 3 clusters Score -825669.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -825710.562500 Penalty: 862.748169
	Iteration 14Q: 3 clusters Score -825710.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -825751.375000 Penalty: 862.748169
	Iteration 15Q: 3 clusters Score -825751.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -825785.625000 Penalty: 862.748169
	Iteration 16Q: 3 clusters Score -825785.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -825818.750000 Penalty: 862.748169
	Iteration 17Q: 3 clusters Score -825818.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -825839.437500 Penalty: 862.748169
	Iteration 18Q: 3 clusters Score -825839.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -825860.375000 Penalty: 862.748169
	Iteration 19Q: 3 clusters Score -825860.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -825883.687500 Penalty: 862.748169
	Iteration 20F: 3 clusters Score -825883.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -825909.500000 Penalty: 862.748169
	Iteration 21Q: 3 clusters Score -825909.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -825934.937500 Penalty: 862.748169
	Iteration 22Q: 3 clusters Score -825934.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -825955.625000 Penalty: 862.748169
	Iteration 23Q: 3 clusters Score -825955.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -825976.375000 Penalty: 862.748169
	Iteration 24Q: 3 clusters Score -825976.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -825994.500000 Penalty: 862.748169
	Iteration 25Q: 3 clusters Score -825994.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -826008.125000 Penalty: 862.748169
	Iteration 26Q: 3 clusters Score -826008.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -826016.625000 Penalty: 862.748169
	Iteration 27Q: 3 clusters Score -826016.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -826024.125000 Penalty: 862.748169
	Iteration 28Q: 3 clusters Score -826024.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -826034.062500 Penalty: 862.748169
	Iteration 29Q: 3 clusters Score -826034.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -826042.875000 Penalty: 862.748169
	Iteration 30Q: 3 clusters Score -826042.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -826050.437500 Penalty: 862.748169
	Iteration 31Q: 3 clusters Score -826050.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -826066.000000 Penalty: 862.748169
	Iteration 32Q: 3 clusters Score -826066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -826080.875000 Penalty: 862.748169
	Iteration 33Q: 3 clusters Score -826080.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -826103.000000 Penalty: 862.748169
	Iteration 34Q: 3 clusters Score -826103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -826116.312500 Penalty: 862.748169
	Iteration 35Q: 3 clusters Score -826116.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -826128.375000 Penalty: 862.748169
	Iteration 36Q: 3 clusters Score -826128.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -826145.687500 Penalty: 862.748169
	Iteration 37Q: 3 clusters Score -826145.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -826164.687500 Penalty: 862.748169
	Iteration 38Q: 3 clusters Score -826164.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -826180.625000 Penalty: 862.748169
	Iteration 39Q: 3 clusters Score -826180.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -826205.562500 Penalty: 862.748169
	Iteration 40F: 3 clusters Score -826205.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -826224.562500 Penalty: 862.748169
	Iteration 41Q: 3 clusters Score -826224.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -826245.562500 Penalty: 862.748169
	Iteration 42Q: 3 clusters Score -826245.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -826257.375000 Penalty: 862.748169
	Iteration 43Q: 3 clusters Score -826257.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -826270.625000 Penalty: 862.748169
	Iteration 44Q: 3 clusters Score -826270.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -826284.687500 Penalty: 862.748169
	Iteration 45Q: 3 clusters Score -826284.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -826296.375000 Penalty: 862.748169
	Iteration 46Q: 3 clusters Score -826296.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -826307.812500 Penalty: 862.748169
	Iteration 47Q: 3 clusters Score -826307.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -826320.500000 Penalty: 862.748169
	Iteration 48Q: 3 clusters Score -826320.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -826329.000000 Penalty: 862.748169
	Iteration 49Q: 3 clusters Score -826329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -826340.562500 Penalty: 862.748169
	Iteration 50Q: 3 clusters Score -826340.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -826352.250000 Penalty: 862.748169
	Iteration 51Q: 3 clusters Score -826352.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -826359.062500 Penalty: 862.748169
	Iteration 52Q: 3 clusters Score -826359.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -826367.437500 Penalty: 862.748169
	Iteration 53Q: 3 clusters Score -826367.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -826375.062500 Penalty: 862.748169
	Iteration 54Q: 3 clusters Score -826375.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -826381.125000 Penalty: 862.748169
	Iteration 55Q: 3 clusters Score -826381.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -826385.937500 Penalty: 862.748169
	Iteration 56Q: 3 clusters Score -826385.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -826394.375000 Penalty: 862.748169
	Iteration 57Q: 3 clusters Score -826394.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -826401.375000 Penalty: 862.748169
	Iteration 58Q: 3 clusters Score -826401.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -826406.625000 Penalty: 862.748169
	Iteration 59Q: 3 clusters Score -826406.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -826416.625000 Penalty: 862.748169
	Iteration 60F: 3 clusters Score -826416.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -826428.875000 Penalty: 862.748169
	Iteration 61Q: 3 clusters Score -826428.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -826432.875000 Penalty: 862.748169
	Iteration 62Q: 3 clusters Score -826432.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -826437.062500 Penalty: 862.748169
	Iteration 63Q: 3 clusters Score -826437.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -826443.687500 Penalty: 862.748169
	Iteration 64Q: 3 clusters Score -826443.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -826447.312500 Penalty: 862.748169
	Iteration 65Q: 3 clusters Score -826447.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -826458.250000 Penalty: 862.748169
	Iteration 66Q: 3 clusters Score -826458.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -826472.812500 Penalty: 862.748169
	Iteration 67Q: 3 clusters Score -826472.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -826488.187500 Penalty: 862.748169
	Iteration 68Q: 3 clusters Score -826488.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -826499.687500 Penalty: 862.748169
	Iteration 69Q: 3 clusters Score -826499.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -826512.437500 Penalty: 862.748169
	Iteration 70Q: 3 clusters Score -826512.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -826521.125000 Penalty: 862.748169
	Iteration 71Q: 3 clusters Score -826521.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -826527.375000 Penalty: 862.748169
	Iteration 72Q: 3 clusters Score -826527.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -826534.000000 Penalty: 862.748169
	Iteration 73Q: 3 clusters Score -826534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -826539.062500 Penalty: 862.748169
	Iteration 74Q: 3 clusters Score -826539.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -826548.250000 Penalty: 862.748169
	Iteration 75Q: 3 clusters Score -826548.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -826559.000000 Penalty: 862.748169
	Iteration 76Q: 3 clusters Score -826559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -826570.500000 Penalty: 862.748169
	Iteration 77Q: 3 clusters Score -826570.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -826587.000000 Penalty: 862.748169
	Iteration 78Q: 3 clusters Score -826587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -826605.375000 Penalty: 862.748169
	Iteration 79Q: 3 clusters Score -826605.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -826625.000000 Penalty: 862.748169
	Iteration 80F: 3 clusters Score -826625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -826641.250000 Penalty: 862.748169
	Iteration 81Q: 3 clusters Score -826641.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -826663.500000 Penalty: 862.748169
	Iteration 82Q: 3 clusters Score -826663.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -826677.625000 Penalty: 862.748169
	Iteration 83Q: 3 clusters Score -826677.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -826692.000000 Penalty: 862.748169
	Iteration 84Q: 3 clusters Score -826692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -826709.187500 Penalty: 862.748169
	Iteration 85Q: 3 clusters Score -826709.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -826725.875000 Penalty: 862.748169
	Iteration 86Q: 3 clusters Score -826725.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -826746.562500 Penalty: 862.748169
	Iteration 87Q: 3 clusters Score -826746.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -826766.687500 Penalty: 862.748169
	Iteration 88Q: 3 clusters Score -826766.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -826781.500000 Penalty: 862.748169
	Iteration 89Q: 3 clusters Score -826781.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -826793.750000 Penalty: 862.748169
	Iteration 90Q: 3 clusters Score -826793.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -826807.187500 Penalty: 862.748169
	Iteration 91Q: 3 clusters Score -826807.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -826811.875000 Penalty: 862.748169
	Iteration 92Q: 3 clusters Score -826811.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -826815.562500 Penalty: 862.748169
	Iteration 93Q: 3 clusters Score -826815.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -826820.812500 Penalty: 862.748169
	Iteration 94Q: 3 clusters Score -826820.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -826825.625000 Penalty: 862.748169
	Iteration 95Q: 3 clusters Score -826825.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -826829.937500 Penalty: 862.748169
	Iteration 96Q: 3 clusters Score -826829.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -826835.062500 Penalty: 862.748169
	Iteration 97Q: 3 clusters Score -826835.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -826840.312500 Penalty: 862.748169
	Iteration 98Q: 3 clusters Score -826840.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -826851.000000 Penalty: 862.748169
	Iteration 99Q: 3 clusters Score -826851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -826858.062500 Penalty: 862.748169
	Iteration 100F: 3 clusters Score -826858.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -826861.875000 Penalty: 862.748169
	Iteration 101Q: 3 clusters Score -826861.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -826870.687500 Penalty: 862.748169
	Iteration 102Q: 3 clusters Score -826870.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -826883.062500 Penalty: 862.748169
	Iteration 103Q: 3 clusters Score -826883.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -826891.687500 Penalty: 862.748169
	Iteration 104Q: 3 clusters Score -826891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -826895.312500 Penalty: 862.748169
	Iteration 105Q: 3 clusters Score -826895.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -826899.437500 Penalty: 862.748169
	Iteration 106Q: 3 clusters Score -826899.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -826903.125000 Penalty: 862.748169
	Iteration 107Q: 3 clusters Score -826903.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -826905.062500 Penalty: 862.748169
	Iteration 108Q: 3 clusters Score -826905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -826906.375000 Penalty: 862.748169
	Iteration 109Q: 3 clusters Score -826906.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -826907.187500 Penalty: 862.748169
	Iteration 110Q: 3 clusters Score -826907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -826908.062500 Penalty: 862.748169
	Iteration 111Q: 3 clusters Score -826908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -826907.625000 Penalty: 862.748169
	Iteration 112Q: 3 clusters Score -826907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -826908.375000 Penalty: 862.748169
	Iteration 113Q: 3 clusters Score -826908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -826908.687500 Penalty: 862.748169
	Iteration 114Q: 3 clusters Score -826908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -826908.562500 Penalty: 862.748169
	Iteration 115Q: 3 clusters Score -826908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -826909.812500 Penalty: 862.748169
	Iteration 116Q: 3 clusters Score -826909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -826911.750000 Penalty: 862.748169
	Iteration 117Q: 3 clusters Score -826911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -826912.062500 Penalty: 862.748169
	Iteration 118Q: 3 clusters Score -826912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -826913.625000 Penalty: 862.748169
	Iteration 119Q: 3 clusters Score -826913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -826913.500000 Penalty: 862.748169
	Iteration 120F: 3 clusters Score -826913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -826912.875000 Penalty: 862.748169
	Iteration 121Q: 3 clusters Score -826912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -826912.875000 Penalty: 862.748169
	Iteration 122Q: 3 clusters Score -826912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -826913.187500 Penalty: 862.748169
	Iteration 123Q: 3 clusters Score -826913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -826914.125000 Penalty: 862.748169
	Iteration 124Q: 3 clusters Score -826914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -826914.437500 Penalty: 862.748169
	Iteration 125Q: 3 clusters Score -826914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -826914.375000 Penalty: 862.748169
	Iteration 126Q: 3 clusters Score -826914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -826915.625000 Penalty: 862.748169
	Iteration 127Q: 3 clusters Score -826915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -826914.562500 Penalty: 862.748169
	Iteration 128Q: 3 clusters Score -826914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -826915.187500 Penalty: 862.748169
	Iteration 129Q: 3 clusters Score -826915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -826914.312500 Penalty: 862.748169
	Iteration 130Q: 3 clusters Score -826914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -826913.937500 Penalty: 862.748169
	Iteration 131Q: 3 clusters Score -826913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -826914.812500 Penalty: 862.748169
	Iteration 132Q: 3 clusters Score -826914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -826914.687500 Penalty: 862.748169
	Iteration 133Q: 3 clusters Score -826914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -826913.875000 Penalty: 862.748169
	Iteration 134Q: 3 clusters Score -826913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -826914.125000 Penalty: 862.748169
	Iteration 135Q: 3 clusters Score -826914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -826914.375000 Penalty: 862.748169
	Iteration 136Q: 3 clusters Score -826914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -826916.312500 Penalty: 862.748169
	Iteration 137Q: 3 clusters Score -826916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -826917.187500 Penalty: 862.748169
	Iteration 138Q: 3 clusters Score -826917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -826917.500000 Penalty: 862.748169
	Iteration 139Q: 3 clusters Score -826917.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -826917.500000 Penalty: 862.748169
	Iteration 140F: 3 clusters Score -826917.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26291.378906 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26291.38 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26470.064453 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26470.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26523.529297 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26523.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26555.941406 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -26555.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26577.818359 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -26577.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26596.197266 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26596.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26619.685547 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26619.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26632.820312 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26632.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26648.322266 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26648.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26655.878906 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26655.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26661.927734 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26661.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26666.990234 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26666.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26666.990234 Penalty: 562.003906
	Iteration 12F: 3 clusters Score -26666.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7788.307617 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7788.308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7854.869141 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7854.869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7876.627930 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -7876.628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7881.479492 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -7881.479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7881.479492 Penalty: 464.641052
	Iteration 4F: 3 clusters Score -7881.479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180365 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38753 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059946.000000 Penalty: 15284.933594
Iteration 279Q: 27 clusters Score -2.305995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180369 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059956.000000 Penalty: 15284.933594
Iteration 280F: 27 clusters Score -2.305996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180368 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059960.000000 Penalty: 15284.933594
Iteration 281Q: 27 clusters Score -2.305996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180370 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38750 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059946.000000 Penalty: 15284.933594
Iteration 282Q: 27 clusters Score -2.305995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180371 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38749 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059946.000000 Penalty: 15284.933594
Iteration 283Q: 27 clusters Score -2.305995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180371 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38748 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059944.000000 Penalty: 15284.933594
Iteration 284Q: 27 clusters Score -2.305994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129258 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180371 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38747 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059954.000000 Penalty: 15284.933594
Iteration 285Q: 27 clusters Score -2.305995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180371 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38746 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059952.000000 Penalty: 15284.933594
Iteration 286Q: 27 clusters Score -2.305995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129258 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180373 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38745 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059956.000000 Penalty: 15284.933594
Iteration 287Q: 27 clusters Score -2.305996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180374 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059964.000000 Penalty: 15284.933594
Iteration 288Q: 27 clusters Score -2.305996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180373 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059962.000000 Penalty: 15284.933594
Iteration 289Q: 27 clusters Score -2.305996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180373 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059962.000000 Penalty: 15284.933594
Iteration 290F: 27 clusters Score -2.305996e+07 nChanged 0
Entering ConstructFrom: 
Score: -23059962.000000 Penalty: 15284.933594
Entering ConstructFrom: 
Trying to split cluster 1 (129257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129257 members 
Entering Unmasked Estep 
Score: -7719627.000000 Penalty: 535.514893
	Iteration 0F: 2 clusters Score -7719627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -7637346.500000 Penalty: 1071.029785
	Iteration 0F: 3 clusters Score -7637346 nChanged 63350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -7676232.000000 Penalty: 1071.029785
	Iteration 1F: 3 clusters Score -7676232 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -7678167.500000 Penalty: 1071.029785
	Iteration 2Q: 3 clusters Score -7678168 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -7680945.500000 Penalty: 1071.029785
	Iteration 3Q: 3 clusters Score -7680946 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -7685448.500000 Penalty: 1071.029785
	Iteration 4F: 3 clusters Score -7685448 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -7692150.500000 Penalty: 1071.029785
	Iteration 5F: 3 clusters Score -7692150 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -7699469.500000 Penalty: 1071.029785
	Iteration 6F: 3 clusters Score -7699470 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -7704836.500000 Penalty: 1071.029785
	Iteration 7F: 3 clusters Score -7704836 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -7707415.500000 Penalty: 1071.029785
	Iteration 8Q: 3 clusters Score -7707416 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -7708505.500000 Penalty: 1071.029785
	Iteration 9Q: 3 clusters Score -7708506 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -7709225.000000 Penalty: 1071.029785
	Iteration 10Q: 3 clusters Score -7709225 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -7709758.500000 Penalty: 1071.029785
	Iteration 11Q: 3 clusters Score -7709758 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -7710345.000000 Penalty: 1071.029785
	Iteration 12Q: 3 clusters Score -7710345 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -7710939.000000 Penalty: 1071.029785
	Iteration 13Q: 3 clusters Score -7710939 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -7711547.000000 Penalty: 1071.029785
	Iteration 14Q: 3 clusters Score -7711547 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -7712196.000000 Penalty: 1071.029785
	Iteration 15Q: 3 clusters Score -7712196 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -7712834.000000 Penalty: 1071.029785
	Iteration 16Q: 3 clusters Score -7712834 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -7713275.500000 Penalty: 1071.029785
	Iteration 17Q: 3 clusters Score -7713276 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -7713839.500000 Penalty: 1071.029785
	Iteration 18Q: 3 clusters Score -7713840 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 103444 members 
Entering Unmasked Estep 
Score: -7714302.500000 Penalty: 1071.029785
	Iteration 19Q: 3 clusters Score -7714302 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -7714916.000000 Penalty: 1071.029785
	Iteration 20F: 3 clusters Score -7714916 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -7715424.000000 Penalty: 1071.029785
	Iteration 21Q: 3 clusters Score -7715424 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -7716050.500000 Penalty: 1071.029785
	Iteration 22Q: 3 clusters Score -7716050 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -7716661.500000 Penalty: 1071.029785
	Iteration 23Q: 3 clusters Score -7716662 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -7717225.500000 Penalty: 1071.029785
	Iteration 24Q: 3 clusters Score -7717226 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -7717691.500000 Penalty: 1071.029785
	Iteration 25Q: 3 clusters Score -7717692 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 117746 members 
Entering Unmasked Estep 
Score: -7718186.000000 Penalty: 1071.029785
	Iteration 26Q: 3 clusters Score -7718186 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 119275 members 
Entering Unmasked Estep 
Score: -7718667.000000 Penalty: 1071.029785
	Iteration 27Q: 3 clusters Score -7718667 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 120575 members 
Entering Unmasked Estep 
Score: -7719075.500000 Penalty: 1071.029785
	Iteration 28Q: 3 clusters Score -7719076 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 121710 members 
Entering Unmasked Estep 
Score: -7719468.000000 Penalty: 1071.029785
	Iteration 29Q: 3 clusters Score -7719468 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -7719766.500000 Penalty: 1071.029785
	Iteration 30Q: 3 clusters Score -7719766 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -7719947.500000 Penalty: 1071.029785
	Iteration 31Q: 3 clusters Score -7719948 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -7719948.500000 Penalty: 1071.029785
	Iteration 32Q: 3 clusters Score -7719948 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -7719958.000000 Penalty: 1071.029785
	Iteration 33Q: 3 clusters Score -7719958 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -7719875.000000 Penalty: 1071.029785
	Iteration 34Q: 3 clusters Score -7719875 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -7719889.000000 Penalty: 1071.029785
	Iteration 35Q: 3 clusters Score -7719889 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 126852 members 
Entering Unmasked Estep 
Score: -7719853.000000 Penalty: 1071.029785
	Iteration 36Q: 3 clusters Score -7719853 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -7719771.000000 Penalty: 1071.029785
	Iteration 37Q: 3 clusters Score -7719771 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -7719733.500000 Penalty: 1071.029785
	Iteration 38Q: 3 clusters Score -7719734 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -7719735.000000 Penalty: 1071.029785
	Iteration 39Q: 3 clusters Score -7719735 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -7719697.500000 Penalty: 1071.029785
	Iteration 40F: 3 clusters Score -7719698 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -7719707.000000 Penalty: 1071.029785
	Iteration 41Q: 3 clusters Score -7719707 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 128200 members 
Entering Unmasked Estep 
Score: -7719684.500000 Penalty: 1071.029785
	Iteration 42Q: 3 clusters Score -7719684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 128320 members 
Entering Unmasked Estep 
Score: -7719626.000000 Penalty: 1071.029785
	Iteration 43Q: 3 clusters Score -7719626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 128416 members 
Entering Unmasked Estep 
Score: -7719648.000000 Penalty: 1071.029785
	Iteration 44Q: 3 clusters Score -7719648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -7719622.500000 Penalty: 1071.029785
	Iteration 45Q: 3 clusters Score -7719622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -7719609.500000 Penalty: 1071.029785
	Iteration 46Q: 3 clusters Score -7719610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -7719598.000000 Penalty: 1071.029785
	Iteration 47Q: 3 clusters Score -7719598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 128632 members 
Entering Unmasked Estep 
Score: -7719571.000000 Penalty: 1071.029785
	Iteration 48Q: 3 clusters Score -7719571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 128676 members 
Entering Unmasked Estep 
Score: -7719542.500000 Penalty: 1071.029785
	Iteration 49Q: 3 clusters Score -7719542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -7719525.500000 Penalty: 1071.029785
	Iteration 50Q: 3 clusters Score -7719526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 128755 members 
Entering Unmasked Estep 
Score: -7719504.000000 Penalty: 1071.029785
	Iteration 51Q: 3 clusters Score -7719504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 128779 members 
Entering Unmasked Estep 
Score: -7719497.500000 Penalty: 1071.029785
	Iteration 52Q: 3 clusters Score -7719498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -7719500.000000 Penalty: 1071.029785
	Iteration 53Q: 3 clusters Score -7719500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -7719499.000000 Penalty: 1071.029785
	Iteration 54Q: 3 clusters Score -7719499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -7719487.000000 Penalty: 1071.029785
	Iteration 55Q: 3 clusters Score -7719487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 128830 members 
Entering Unmasked Estep 
Score: -7719488.000000 Penalty: 1071.029785
	Iteration 56Q: 3 clusters Score -7719488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 128840 members 
Entering Unmasked Estep 
Score: -7719485.000000 Penalty: 1071.029785
	Iteration 57Q: 3 clusters Score -7719485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -7719485.000000 Penalty: 1071.029785
	Iteration 58Q: 3 clusters Score -7719485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 128859 members 
Entering Unmasked Estep 
Score: -7719487.500000 Penalty: 1071.029785
	Iteration 59Q: 3 clusters Score -7719488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 128866 members 
Entering Unmasked Estep 
Score: -7719487.500000 Penalty: 1071.029785
	Iteration 60F: 3 clusters Score -7719488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -7719486.500000 Penalty: 1071.029785
	Iteration 61Q: 3 clusters Score -7719486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 128875 members 
Entering Unmasked Estep 
Score: -7719487.500000 Penalty: 1071.029785
	Iteration 62Q: 3 clusters Score -7719488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -7719482.500000 Penalty: 1071.029785
	Iteration 63Q: 3 clusters Score -7719482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -7719476.000000 Penalty: 1071.029785
	Iteration 64Q: 3 clusters Score -7719476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -7719466.500000 Penalty: 1071.029785
	Iteration 65Q: 3 clusters Score -7719466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 128897 members 
Entering Unmasked Estep 
Score: -7719469.000000 Penalty: 1071.029785
	Iteration 66Q: 3 clusters Score -7719469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -7719477.000000 Penalty: 1071.029785
	Iteration 67Q: 3 clusters Score -7719477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -7719483.500000 Penalty: 1071.029785
	Iteration 68Q: 3 clusters Score -7719484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 128907 members 
Entering Unmasked Estep 
Score: -7719478.500000 Penalty: 1071.029785
	Iteration 69Q: 3 clusters Score -7719478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 128911 members 
Entering Unmasked Estep 
Score: -7719476.500000 Penalty: 1071.029785
	Iteration 70Q: 3 clusters Score -7719476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 128917 members 
Entering Unmasked Estep 
Score: -7719472.000000 Penalty: 1071.029785
	Iteration 71Q: 3 clusters Score -7719472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 128922 members 
Entering Unmasked Estep 
Score: -7719476.000000 Penalty: 1071.029785
	Iteration 72Q: 3 clusters Score -7719476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 128926 members 
Entering Unmasked Estep 
Score: -7719483.000000 Penalty: 1071.029785
	Iteration 73Q: 3 clusters Score -7719483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -7719477.500000 Penalty: 1071.029785
	Iteration 74Q: 3 clusters Score -7719478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 128930 members 
Entering Unmasked Estep 
Score: -7719474.000000 Penalty: 1071.029785
	Iteration 75Q: 3 clusters Score -7719474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 128935 members 
Entering Unmasked Estep 
Score: -7719482.500000 Penalty: 1071.029785
	Iteration 76Q: 3 clusters Score -7719482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -7719483.000000 Penalty: 1071.029785
	Iteration 77Q: 3 clusters Score -7719483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -7719483.000000 Penalty: 1071.029785
	Iteration 78F: 3 clusters Score -7719483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 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: -19541.865234 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19541.87 nChanged 113
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: -19651.123047 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19651.12 nChanged 23
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: -19712.306641 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19712.31 nChanged 22
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: -19737.646484 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19737.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19775.226562 Penalty: 537.882507
	Iteration 4F: 3 clusters Score -19775.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19809.839844 Penalty: 537.882507
	Iteration 5F: 3 clusters Score -19809.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19849.537109 Penalty: 537.882507
	Iteration 6F: 3 clusters Score -19849.54 nChanged 24
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: -19886.150391 Penalty: 537.882507
	Iteration 7F: 3 clusters Score -19886.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19912.355469 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19912.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19923.523438 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19923.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -19930.771484 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -19930.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -19940.191406 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -19940.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -19943.535156 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -19943.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -19945.722656 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -19945.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -19945.722656 Penalty: 537.882507
	Iteration 14F: 3 clusters Score -19945.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180373 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 55 members 
Entering Unmasked Estep 
Score: -23059654.000000 Penalty: 15872.815430
Splitting cluster 2 changes total score from -23059962.000000 to -23059654.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -22829.105469 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -22829.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22402.689453 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -22402.69 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22471.410156 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -22471.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22505.650391 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -22505.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22523.179688 Penalty: 541.745117
	Iteration 3Q: 3 clusters Score -22523.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22534.396484 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -22534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22541.515625 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -22541.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22550.654297 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -22550.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22559.095703 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -22559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22570.033203 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -22570.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22579.250000 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -22579.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22592.115234 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -22592.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22603.578125 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -22603.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22611.396484 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -22611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22616.570312 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -22616.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22619.056641 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -22619.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22622.330078 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -22622.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22627.589844 Penalty: 541.745117
	Iteration 16Q: 3 clusters Score -22627.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22635.888672 Penalty: 541.745117
	Iteration 17Q: 3 clusters Score -22635.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22646.162109 Penalty: 541.745117
	Iteration 18Q: 3 clusters Score -22646.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22650.878906 Penalty: 541.745117
	Iteration 19Q: 3 clusters Score -22650.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22656.056641 Penalty: 541.745117
	Iteration 20F: 3 clusters Score -22656.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22662.248047 Penalty: 541.745117
	Iteration 21Q: 3 clusters Score -22662.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22667.699219 Penalty: 541.745117
	Iteration 22Q: 3 clusters Score -22667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22668.056641 Penalty: 541.745117
	Iteration 23Q: 3 clusters Score -22668.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22668.388672 Penalty: 541.745117
	Iteration 24Q: 3 clusters Score -22668.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22668.388672 Penalty: 541.745117
	Iteration 25F: 3 clusters Score -22668.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 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 86 members 
Entering Unmasked Estep 
Score: -7032.450195 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7032.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7096.377930 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7096.378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7114.421387 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -7114.421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7118.268066 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7118.268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7123.460449 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7123.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7133.642090 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7133.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7133.642090 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -7133.642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1775.643921 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1775.644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1818.253418 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1818.253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1838.132202 Penalty: 369.500305
	Iteration 2F: 3 clusters Score -1838.132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1850.381470 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -1850.381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1850.381470 Penalty: 369.500305
	Iteration 4F: 3 clusters Score -1850.381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1831.026245 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1831.026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1837.771729 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1837.772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1840.698486 Penalty: 355.994110
	Iteration 2Q: 3 clusters Score -1840.698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1840.698486 Penalty: 355.994110
	Iteration 3F: 3 clusters Score -1840.698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7650.242676 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7650.243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7732.752930 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7732.753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7816.015137 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7816.015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7843.897461 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -7843.897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7861.328125 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -7861.328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7884.368652 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -7884.369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7894.865723 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -7894.866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7898.797852 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -7898.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7898.797852 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -7898.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 80 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 180373 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 84 members 
Entering Unmasked Estep 
Score: -23059650.000000 Penalty: 15872.815430
Splitting cluster 7 changes total score from -23059962.000000 to -23059650.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -48921.066406 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -48921.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48140.394531 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -48140.39 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48398.371094 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -48398.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48465.312500 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -48465.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48508.753906 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -48508.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48535.230469 Penalty: 622.878174
	Iteration 4Q: 3 clusters Score -48535.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48548.183594 Penalty: 622.878174
	Iteration 5Q: 3 clusters Score -48548.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48562.527344 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -48562.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48578.707031 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -48578.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48587.343750 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -48587.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48592.484375 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -48592.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48597.976562 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -48597.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48600.437500 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -48600.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48604.757812 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -48604.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48608.468750 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -48608.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48611.269531 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -48611.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48613.257812 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -48613.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48613.687500 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -48613.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48614.710938 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -48614.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48615.640625 Penalty: 622.878174
	Iteration 18Q: 3 clusters Score -48615.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48617.171875 Penalty: 622.878174
	Iteration 19Q: 3 clusters Score -48617.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48618.136719 Penalty: 622.878174
	Iteration 20F: 3 clusters Score -48618.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48618.792969 Penalty: 622.878174
	Iteration 21Q: 3 clusters Score -48618.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48619.683594 Penalty: 622.878174
	Iteration 22Q: 3 clusters Score -48619.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48621.652344 Penalty: 622.878174
	Iteration 23Q: 3 clusters Score -48621.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48623.343750 Penalty: 622.878174
	Iteration 24Q: 3 clusters Score -48623.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48626.199219 Penalty: 622.878174
	Iteration 25Q: 3 clusters Score -48626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48626.199219 Penalty: 622.878174
	Iteration 26F: 3 clusters Score -48626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -180256.390625 Penalty: 370.078247
	Iteration 0F: 2 clusters Score -180256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -177860.796875 Penalty: 740.156494
	Iteration 0F: 3 clusters Score -177860.8 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -178710.671875 Penalty: 740.156494
	Iteration 1F: 3 clusters Score -178710.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -178859.484375 Penalty: 740.156494
	Iteration 2F: 3 clusters Score -178859.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -178994.296875 Penalty: 740.156494
	Iteration 3F: 3 clusters Score -178994.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -179124.453125 Penalty: 740.156494
	Iteration 4F: 3 clusters Score -179124.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -179288.859375 Penalty: 740.156494
	Iteration 5F: 3 clusters Score -179288.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -179459.906250 Penalty: 740.156494
	Iteration 6F: 3 clusters Score -179459.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -179603.968750 Penalty: 740.156494
	Iteration 7F: 3 clusters Score -179604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179715.937500 Penalty: 740.156494
	Iteration 8Q: 3 clusters Score -179715.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179783.328125 Penalty: 740.156494
	Iteration 9Q: 3 clusters Score -179783.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179827.906250 Penalty: 740.156494
	Iteration 10Q: 3 clusters Score -179827.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -179862.718750 Penalty: 740.156494
	Iteration 11Q: 3 clusters Score -179862.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -179892.531250 Penalty: 740.156494
	Iteration 12Q: 3 clusters Score -179892.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -179917.062500 Penalty: 740.156494
	Iteration 13Q: 3 clusters Score -179917.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -179930.359375 Penalty: 740.156494
	Iteration 14Q: 3 clusters Score -179930.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -179943.078125 Penalty: 740.156494
	Iteration 15Q: 3 clusters Score -179943.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -179959.468750 Penalty: 740.156494
	Iteration 16Q: 3 clusters Score -179959.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -179977.203125 Penalty: 740.156494
	Iteration 17Q: 3 clusters Score -179977.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -179992.421875 Penalty: 740.156494
	Iteration 18Q: 3 clusters Score -179992.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -180003.093750 Penalty: 740.156494
	Iteration 19Q: 3 clusters Score -180003.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -180015.390625 Penalty: 740.156494
	Iteration 20F: 3 clusters Score -180015.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -180026.750000 Penalty: 740.156494
	Iteration 21Q: 3 clusters Score -180026.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -180034.437500 Penalty: 740.156494
	Iteration 22Q: 3 clusters Score -180034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -180040.218750 Penalty: 740.156494
	Iteration 23Q: 3 clusters Score -180040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -180042.859375 Penalty: 740.156494
	Iteration 24Q: 3 clusters Score -180042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -180046.187500 Penalty: 740.156494
	Iteration 25Q: 3 clusters Score -180046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -180049.015625 Penalty: 740.156494
	Iteration 26Q: 3 clusters Score -180049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -180054.046875 Penalty: 740.156494
	Iteration 27Q: 3 clusters Score -180054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -180058.687500 Penalty: 740.156494
	Iteration 28Q: 3 clusters Score -180058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -180061.093750 Penalty: 740.156494
	Iteration 29Q: 3 clusters Score -180061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -180064.718750 Penalty: 740.156494
	Iteration 30Q: 3 clusters Score -180064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -180067.343750 Penalty: 740.156494
	Iteration 31Q: 3 clusters Score -180067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -180068.984375 Penalty: 740.156494
	Iteration 32Q: 3 clusters Score -180069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -180073.156250 Penalty: 740.156494
	Iteration 33Q: 3 clusters Score -180073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -180078.000000 Penalty: 740.156494
	Iteration 34Q: 3 clusters Score -180078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -180080.562500 Penalty: 740.156494
	Iteration 35Q: 3 clusters Score -180080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -180081.703125 Penalty: 740.156494
	Iteration 36Q: 3 clusters Score -180081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -180081.875000 Penalty: 740.156494
	Iteration 37Q: 3 clusters Score -180081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -180082.031250 Penalty: 740.156494
	Iteration 38Q: 3 clusters Score -180082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -180082.750000 Penalty: 740.156494
	Iteration 39Q: 3 clusters Score -180082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -180083.250000 Penalty: 740.156494
	Iteration 40F: 3 clusters Score -180083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Entering Unmasked Estep 
Score: -10522048.000000 Penalty: 550.676575
	Iteration 0F: 2 clusters Score -1.052205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -10408945.000000 Penalty: 1101.353149
	Iteration 0F: 3 clusters Score -1.040894e+07 nChanged 88701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -10467037.000000 Penalty: 1101.353149
	Iteration 1F: 3 clusters Score -1.046704e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -10472349.000000 Penalty: 1101.353149
	Iteration 2F: 3 clusters Score -1.047235e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -10480448.000000 Penalty: 1101.353149
	Iteration 3F: 3 clusters Score -1.048045e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -10489937.000000 Penalty: 1101.353149
	Iteration 4F: 3 clusters Score -1.048994e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -10496354.000000 Penalty: 1101.353149
	Iteration 5F: 3 clusters Score -1.049635e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -10498622.000000 Penalty: 1101.353149
	Iteration 6Q: 3 clusters Score -1.049862e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -10499273.000000 Penalty: 1101.353149
	Iteration 7Q: 3 clusters Score -1.049927e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -10499564.000000 Penalty: 1101.353149
	Iteration 8Q: 3 clusters Score -1.049956e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -10499844.000000 Penalty: 1101.353149
	Iteration 9Q: 3 clusters Score -1.049984e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -10500069.000000 Penalty: 1101.353149
	Iteration 10Q: 3 clusters Score -1.050007e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -10500340.000000 Penalty: 1101.353149
	Iteration 11Q: 3 clusters Score -1.050034e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -10500690.000000 Penalty: 1101.353149
	Iteration 12Q: 3 clusters Score -1.050069e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -10500993.000000 Penalty: 1101.353149
	Iteration 13Q: 3 clusters Score -1.050099e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -10501377.000000 Penalty: 1101.353149
	Iteration 14Q: 3 clusters Score -1.050138e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -10501828.000000 Penalty: 1101.353149
	Iteration 15Q: 3 clusters Score -1.050183e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -10502194.000000 Penalty: 1101.353149
	Iteration 16Q: 3 clusters Score -1.050219e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 93731 members 
Entering Unmasked Estep 
Score: -10502612.000000 Penalty: 1101.353149
	Iteration 17Q: 3 clusters Score -1.050261e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -10503097.000000 Penalty: 1101.353149
	Iteration 18Q: 3 clusters Score -1.05031e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -10503510.000000 Penalty: 1101.353149
	Iteration 19Q: 3 clusters Score -1.050351e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -10503884.000000 Penalty: 1101.353149
	Iteration 20F: 3 clusters Score -1.050388e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -10504189.000000 Penalty: 1101.353149
	Iteration 21Q: 3 clusters Score -1.050419e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -10504483.000000 Penalty: 1101.353149
	Iteration 22Q: 3 clusters Score -1.050448e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -10504834.000000 Penalty: 1101.353149
	Iteration 23Q: 3 clusters Score -1.050483e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -10505179.000000 Penalty: 1101.353149
	Iteration 24Q: 3 clusters Score -1.050518e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -10505471.000000 Penalty: 1101.353149
	Iteration 25Q: 3 clusters Score -1.050547e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -10505835.000000 Penalty: 1101.353149
	Iteration 26Q: 3 clusters Score -1.050584e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -10506196.000000 Penalty: 1101.353149
	Iteration 27Q: 3 clusters Score -1.05062e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
Score: -10506553.000000 Penalty: 1101.353149
	Iteration 28Q: 3 clusters Score -1.050655e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -10506979.000000 Penalty: 1101.353149
	Iteration 29Q: 3 clusters Score -1.050698e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -10507341.000000 Penalty: 1101.353149
	Iteration 30Q: 3 clusters Score -1.050734e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -10507686.000000 Penalty: 1101.353149
	Iteration 31Q: 3 clusters Score -1.050769e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 110835 members 
Entering Unmasked Estep 
Score: -10508003.000000 Penalty: 1101.353149
	Iteration 32Q: 3 clusters Score -1.0508e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 112668 members 
Entering Unmasked Estep 
Score: -10508365.000000 Penalty: 1101.353149
	Iteration 33Q: 3 clusters Score -1.050836e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -10508742.000000 Penalty: 1101.353149
	Iteration 34Q: 3 clusters Score -1.050874e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 116461 members 
Entering Unmasked Estep 
Score: -10509163.000000 Penalty: 1101.353149
	Iteration 35Q: 3 clusters Score -1.050916e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -10509534.000000 Penalty: 1101.353149
	Iteration 36Q: 3 clusters Score -1.050953e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 120531 members 
Entering Unmasked Estep 
Score: -10509967.000000 Penalty: 1101.353149
	Iteration 37Q: 3 clusters Score -1.050997e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 122569 members 
Entering Unmasked Estep 
Score: -10510436.000000 Penalty: 1101.353149
	Iteration 38Q: 3 clusters Score -1.051044e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 124688 members 
Entering Unmasked Estep 
Score: -10510889.000000 Penalty: 1101.353149
	Iteration 39Q: 3 clusters Score -1.051089e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 126830 members 
Entering Unmasked Estep 
Score: -10511327.000000 Penalty: 1101.353149
	Iteration 40F: 3 clusters Score -1.051133e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -10511758.000000 Penalty: 1101.353149
	Iteration 41Q: 3 clusters Score -1.051176e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 130968 members 
Entering Unmasked Estep 
Score: -10512169.000000 Penalty: 1101.353149
	Iteration 42Q: 3 clusters Score -1.051217e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 132953 members 
Entering Unmasked Estep 
Score: -10512550.000000 Penalty: 1101.353149
	Iteration 43Q: 3 clusters Score -1.051255e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 134821 members 
Entering Unmasked Estep 
Score: -10512763.000000 Penalty: 1101.353149
	Iteration 44Q: 3 clusters Score -1.051276e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -10513085.000000 Penalty: 1101.353149
	Iteration 45Q: 3 clusters Score -1.051308e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 138540 members 
Entering Unmasked Estep 
Score: -10513377.000000 Penalty: 1101.353149
	Iteration 46Q: 3 clusters Score -1.051338e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -10513720.000000 Penalty: 1101.353149
	Iteration 47Q: 3 clusters Score -1.051372e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -10513992.000000 Penalty: 1101.353149
	Iteration 48Q: 3 clusters Score -1.051399e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 144152 members 
Entering Unmasked Estep 
Score: -10514233.000000 Penalty: 1101.353149
	Iteration 49Q: 3 clusters Score -1.051423e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 145961 members 
Entering Unmasked Estep 
Score: -10514562.000000 Penalty: 1101.353149
	Iteration 50Q: 3 clusters Score -1.051456e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 147776 members 
Entering Unmasked Estep 
Score: -10514838.000000 Penalty: 1101.353149
	Iteration 51Q: 3 clusters Score -1.051484e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 149606 members 
Entering Unmasked Estep 
Score: -10515019.000000 Penalty: 1101.353149
	Iteration 52Q: 3 clusters Score -1.051502e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -10515310.000000 Penalty: 1101.353149
	Iteration 53Q: 3 clusters Score -1.051531e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 153168 members 
Entering Unmasked Estep 
Score: -10515627.000000 Penalty: 1101.353149
	Iteration 54Q: 3 clusters Score -1.051563e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 155000 members 
Entering Unmasked Estep 
Score: -10515913.000000 Penalty: 1101.353149
	Iteration 55Q: 3 clusters Score -1.051591e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -10516213.000000 Penalty: 1101.353149
	Iteration 56Q: 3 clusters Score -1.051621e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -10516450.000000 Penalty: 1101.353149
	Iteration 57Q: 3 clusters Score -1.051645e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -10516787.000000 Penalty: 1101.353149
	Iteration 58Q: 3 clusters Score -1.051679e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -10517266.000000 Penalty: 1101.353149
	Iteration 59Q: 3 clusters Score -1.051727e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 164122 members 
Entering Unmasked Estep 
Score: -10517834.000000 Penalty: 1101.353149
	Iteration 60F: 3 clusters Score -1.051783e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -10518474.000000 Penalty: 1101.353149
	Iteration 61Q: 3 clusters Score -1.051847e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 167764 members 
Entering Unmasked Estep 
Score: -10519209.000000 Penalty: 1101.353149
	Iteration 62Q: 3 clusters Score -1.051921e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -10519848.000000 Penalty: 1101.353149
	Iteration 63Q: 3 clusters Score -1.051985e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 171000 members 
Entering Unmasked Estep 
Score: -10520426.000000 Penalty: 1101.353149
	Iteration 64Q: 3 clusters Score -1.052043e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 172350 members 
Entering Unmasked Estep 
Score: -10520903.000000 Penalty: 1101.353149
	Iteration 65Q: 3 clusters Score -1.05209e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -10521261.000000 Penalty: 1101.353149
	Iteration 66Q: 3 clusters Score -1.052126e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 174491 members 
Entering Unmasked Estep 
Score: -10521548.000000 Penalty: 1101.353149
	Iteration 67Q: 3 clusters Score -1.052155e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -10521735.000000 Penalty: 1101.353149
	Iteration 68Q: 3 clusters Score -1.052174e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 175968 members 
Entering Unmasked Estep 
Score: -10521862.000000 Penalty: 1101.353149
	Iteration 69Q: 3 clusters Score -1.052186e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 176480 members 
Entering Unmasked Estep 
Score: -10521915.000000 Penalty: 1101.353149
	Iteration 70Q: 3 clusters Score -1.052192e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 176909 members 
Entering Unmasked Estep 
Score: -10522051.000000 Penalty: 1101.353149
	Iteration 71Q: 3 clusters Score -1.052205e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -10522070.000000 Penalty: 1101.353149
	Iteration 72Q: 3 clusters Score -1.052207e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 177538 members 
Entering Unmasked Estep 
Score: -10522153.000000 Penalty: 1101.353149
	Iteration 73Q: 3 clusters Score -1.052215e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 177792 members 
Entering Unmasked Estep 
Score: -10522123.000000 Penalty: 1101.353149
	Iteration 74Q: 3 clusters Score -1.052212e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 177984 members 
Entering Unmasked Estep 
Score: -10522116.000000 Penalty: 1101.353149
	Iteration 75Q: 3 clusters Score -1.052212e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -10522152.000000 Penalty: 1101.353149
	Iteration 76Q: 3 clusters Score -1.052215e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 178246 members 
Entering Unmasked Estep 
Score: -10522182.000000 Penalty: 1101.353149
	Iteration 77Q: 3 clusters Score -1.052218e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -10522192.000000 Penalty: 1101.353149
	Iteration 78Q: 3 clusters Score -1.052219e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 178427 members 
Entering Unmasked Estep 
Score: -10522172.000000 Penalty: 1101.353149
	Iteration 79Q: 3 clusters Score -1.052217e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -10522168.000000 Penalty: 1101.353149
	Iteration 80F: 3 clusters Score -1.052217e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 178572 members 
Entering Unmasked Estep 
Score: -10522180.000000 Penalty: 1101.353149
	Iteration 81Q: 3 clusters Score -1.052218e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 178627 members 
Entering Unmasked Estep 
Score: -10522159.000000 Penalty: 1101.353149
	Iteration 82Q: 3 clusters Score -1.052216e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 178678 members 
Entering Unmasked Estep 
Score: -10522163.000000 Penalty: 1101.353149
	Iteration 83Q: 3 clusters Score -1.052216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 178714 members 
Entering Unmasked Estep 
Score: -10522165.000000 Penalty: 1101.353149
	Iteration 84Q: 3 clusters Score -1.052216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -10522167.000000 Penalty: 1101.353149
	Iteration 85Q: 3 clusters Score -1.052217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 178770 members 
Entering Unmasked Estep 
Score: -10522141.000000 Penalty: 1101.353149
	Iteration 86Q: 3 clusters Score -1.052214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 178793 members 
Entering Unmasked Estep 
Score: -10522140.000000 Penalty: 1101.353149
	Iteration 87Q: 3 clusters Score -1.052214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 178806 members 
Entering Unmasked Estep 
Score: -10522129.000000 Penalty: 1101.353149
	Iteration 88Q: 3 clusters Score -1.052213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 178818 members 
Entering Unmasked Estep 
Score: -10522131.000000 Penalty: 1101.353149
	Iteration 89Q: 3 clusters Score -1.052213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 178825 members 
Entering Unmasked Estep 
Score: -10522131.000000 Penalty: 1101.353149
	Iteration 90Q: 3 clusters Score -1.052213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 178831 members 
Entering Unmasked Estep 
Score: -10522120.000000 Penalty: 1101.353149
	Iteration 91Q: 3 clusters Score -1.052212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 178839 members 
Entering Unmasked Estep 
Score: -10522104.000000 Penalty: 1101.353149
	Iteration 92Q: 3 clusters Score -1.05221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 178851 members 
Entering Unmasked Estep 
Score: -10522113.000000 Penalty: 1101.353149
	Iteration 93Q: 3 clusters Score -1.052211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 178861 members 
Entering Unmasked Estep 
Score: -10522119.000000 Penalty: 1101.353149
	Iteration 94Q: 3 clusters Score -1.052212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 178872 members 
Entering Unmasked Estep 
Score: -10522126.000000 Penalty: 1101.353149
	Iteration 95Q: 3 clusters Score -1.052213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 178877 members 
Entering Unmasked Estep 
Score: -10522124.000000 Penalty: 1101.353149
	Iteration 96Q: 3 clusters Score -1.052212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -10522118.000000 Penalty: 1101.353149
	Iteration 97Q: 3 clusters Score -1.052212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -10522108.000000 Penalty: 1101.353149
	Iteration 98Q: 3 clusters Score -1.052211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 178919 members 
Entering Unmasked Estep 
Score: -10522102.000000 Penalty: 1101.353149
	Iteration 99Q: 3 clusters Score -1.05221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 178938 members 
Entering Unmasked Estep 
Score: -10522116.000000 Penalty: 1101.353149
	Iteration 100F: 3 clusters Score -1.052212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 178949 members 
Entering Unmasked Estep 
Score: -10522113.000000 Penalty: 1101.353149
	Iteration 101Q: 3 clusters Score -1.052211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 178962 members 
Entering Unmasked Estep 
Score: -10522125.000000 Penalty: 1101.353149
	Iteration 102Q: 3 clusters Score -1.052212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 178968 members 
Entering Unmasked Estep 
Score: -10522125.000000 Penalty: 1101.353149
	Iteration 103Q: 3 clusters Score -1.052212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 178976 members 
Entering Unmasked Estep 
Score: -10522115.000000 Penalty: 1101.353149
	Iteration 104Q: 3 clusters Score -1.052212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 178980 members 
Entering Unmasked Estep 
Score: -10522112.000000 Penalty: 1101.353149
	Iteration 105Q: 3 clusters Score -1.052211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 178986 members 
Entering Unmasked Estep 
Score: -10522111.000000 Penalty: 1101.353149
	Iteration 106Q: 3 clusters Score -1.052211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 178989 members 
Entering Unmasked Estep 
Score: -10522097.000000 Penalty: 1101.353149
	Iteration 107Q: 3 clusters Score -1.05221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 178990 members 
Entering Unmasked Estep 
Score: -10522106.000000 Penalty: 1101.353149
	Iteration 108Q: 3 clusters Score -1.052211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -10522104.000000 Penalty: 1101.353149
	Iteration 109Q: 3 clusters Score -1.05221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 178997 members 
Entering Unmasked Estep 
Score: -10522112.000000 Penalty: 1101.353149
	Iteration 110Q: 3 clusters Score -1.052211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -10522109.000000 Penalty: 1101.353149
	Iteration 111Q: 3 clusters Score -1.052211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 179000 members 
Entering Unmasked Estep 
Score: -10522113.000000 Penalty: 1101.353149
	Iteration 112Q: 3 clusters Score -1.052211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 179002 members 
Entering Unmasked Estep 
Score: -10522109.000000 Penalty: 1101.353149
	Iteration 113Q: 3 clusters Score -1.052211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 179005 members 
Entering Unmasked Estep 
Score: -10522108.000000 Penalty: 1101.353149
	Iteration 114Q: 3 clusters Score -1.052211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 179007 members 
Entering Unmasked Estep 
Score: -10522105.000000 Penalty: 1101.353149
	Iteration 115Q: 3 clusters Score -1.05221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 179011 members 
Entering Unmasked Estep 
Score: -10522106.000000 Penalty: 1101.353149
	Iteration 116Q: 3 clusters Score -1.052211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 179015 members 
Entering Unmasked Estep 
Score: -10522085.000000 Penalty: 1101.353149
	Iteration 117Q: 3 clusters Score -1.052208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 179019 members 
Entering Unmasked Estep 
Score: -10522095.000000 Penalty: 1101.353149
	Iteration 118Q: 3 clusters Score -1.05221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 179026 members 
Entering Unmasked Estep 
Score: -10522097.000000 Penalty: 1101.353149
	Iteration 119Q: 3 clusters Score -1.05221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -10522091.000000 Penalty: 1101.353149
	Iteration 120F: 3 clusters Score -1.052209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 179032 members 
Entering Unmasked Estep 
Score: -10522090.000000 Penalty: 1101.353149
	Iteration 121Q: 3 clusters Score -1.052209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 179036 members 
Entering Unmasked Estep 
Score: -10522087.000000 Penalty: 1101.353149
	Iteration 122Q: 3 clusters Score -1.052209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 179037 members 
Entering Unmasked Estep 
Score: -10522088.000000 Penalty: 1101.353149
	Iteration 123Q: 3 clusters Score -1.052209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 179038 members 
Entering Unmasked Estep 
Score: -10522093.000000 Penalty: 1101.353149
	Iteration 124Q: 3 clusters Score -1.052209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 179040 members 
Entering Unmasked Estep 
Score: -10522095.000000 Penalty: 1101.353149
	Iteration 125Q: 3 clusters Score -1.05221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 179043 members 
Entering Unmasked Estep 
Score: -10522094.000000 Penalty: 1101.353149
	Iteration 126Q: 3 clusters Score -1.052209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -10522092.000000 Penalty: 1101.353149
	Iteration 127Q: 3 clusters Score -1.052209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -10522091.000000 Penalty: 1101.353149
	Iteration 128Q: 3 clusters Score -1.052209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -10522091.000000 Penalty: 1101.353149
	Iteration 129F: 3 clusters Score -1.052209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 179044 members 
Entering Unmasked Estep 
Score: -23060016.000000 Penalty: 15872.815430
Splitting cluster 10 changes total score from -23059962.000000 to -23060016.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58070.589844 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58070.59 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -58321.980469 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58321.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58377.445312 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58377.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58429.917969 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58429.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58483.945312 Penalty: 633.650269
	Iteration 4F: 3 clusters Score -58483.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58535.277344 Penalty: 633.650269
	Iteration 5F: 3 clusters Score -58535.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58593.175781 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -58593.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -58659.808594 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58659.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58714.972656 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58714.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -58769.082031 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58769.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -58821.988281 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58821.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -58871.250000 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58871.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -58905.480469 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58905.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -58930.421875 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58930.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -58940.886719 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -58940.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58950.878906 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -58950.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58961.140625 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -58961.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58965.308594 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -58965.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -58973.046875 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -58973.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -58976.515625 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -58976.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -58977.332031 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -58977.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58977.472656 Penalty: 633.650269
	Iteration 21Q: 3 clusters Score -58977.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58977.472656 Penalty: 633.650269
	Iteration 22F: 3 clusters Score -58977.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 179044 members 
Mstep: Class 28 contains 655 members 
Entering Unmasked Estep 
Score: -23059762.000000 Penalty: 16460.697266
Splitting cluster 11 changes total score from -23059962.000000 to -23059762.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -82567.984375 Penalty: 333.174225
	Iteration 0F: 2 clusters Score -82567.98 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 779 members 
Entering Unmasked Estep 
Score: -81429.867188 Penalty: 666.348450
	Iteration 0F: 3 clusters Score -81429.87 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -81793.187500 Penalty: 666.348450
	Iteration 1F: 3 clusters Score -81793.19 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -81826.718750 Penalty: 666.348450
	Iteration 2F: 3 clusters Score -81826.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -81860.054688 Penalty: 666.348450
	Iteration 3Q: 3 clusters Score -81860.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -81885.070312 Penalty: 666.348450
	Iteration 4Q: 3 clusters Score -81885.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -81903.289062 Penalty: 666.348450
	Iteration 5Q: 3 clusters Score -81903.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -81921.835938 Penalty: 666.348450
	Iteration 6Q: 3 clusters Score -81921.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -81940.406250 Penalty: 666.348450
	Iteration 7Q: 3 clusters Score -81940.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -81959.632812 Penalty: 666.348450
	Iteration 8Q: 3 clusters Score -81959.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -81975.132812 Penalty: 666.348450
	Iteration 9Q: 3 clusters Score -81975.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -81990.585938 Penalty: 666.348450
	Iteration 10Q: 3 clusters Score -81990.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -82013.804688 Penalty: 666.348450
	Iteration 11Q: 3 clusters Score -82013.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -82036.140625 Penalty: 666.348450
	Iteration 12Q: 3 clusters Score -82036.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -82058.609375 Penalty: 666.348450
	Iteration 13Q: 3 clusters Score -82058.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -82082.718750 Penalty: 666.348450
	Iteration 14Q: 3 clusters Score -82082.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -82109.664062 Penalty: 666.348450
	Iteration 15Q: 3 clusters Score -82109.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -82139.835938 Penalty: 666.348450
	Iteration 16Q: 3 clusters Score -82139.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -82169.906250 Penalty: 666.348450
	Iteration 17Q: 3 clusters Score -82169.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -82194.375000 Penalty: 666.348450
	Iteration 18Q: 3 clusters Score -82194.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -82220.164062 Penalty: 666.348450
	Iteration 19Q: 3 clusters Score -82220.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -82235.921875 Penalty: 666.348450
	Iteration 20F: 3 clusters Score -82235.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -82246.429688 Penalty: 666.348450
	Iteration 21Q: 3 clusters Score -82246.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -82256.093750 Penalty: 666.348450
	Iteration 22Q: 3 clusters Score -82256.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -82259.054688 Penalty: 666.348450
	Iteration 23Q: 3 clusters Score -82259.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -82261.546875 Penalty: 666.348450
	Iteration 24Q: 3 clusters Score -82261.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -82264.015625 Penalty: 666.348450
	Iteration 25Q: 3 clusters Score -82264.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -82264.484375 Penalty: 666.348450
	Iteration 26Q: 3 clusters Score -82264.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -82265.953125 Penalty: 666.348450
	Iteration 27Q: 3 clusters Score -82265.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -82268.539062 Penalty: 666.348450
	Iteration 28Q: 3 clusters Score -82268.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -82271.242188 Penalty: 666.348450
	Iteration 29Q: 3 clusters Score -82271.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -82272.109375 Penalty: 666.348450
	Iteration 30Q: 3 clusters Score -82272.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -82272.812500 Penalty: 666.348450
	Iteration 31Q: 3 clusters Score -82272.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -82273.828125 Penalty: 666.348450
	Iteration 32Q: 3 clusters Score -82273.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -82273.828125 Penalty: 666.348450
	Iteration 33F: 3 clusters Score -82273.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -86847.507812 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86847.51 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -87207.476562 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87207.48 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -87279.835938 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87279.84 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -87338.968750 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87338.97 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87411.484375 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -87411.48 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87487.828125 Penalty: 670.058411
	Iteration 5F: 3 clusters Score -87487.83 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -87560.031250 Penalty: 670.058411
	Iteration 6F: 3 clusters Score -87560.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -87606.398438 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87606.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87628.015625 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87628.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87644.734375 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87644.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87666.781250 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87666.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87696.101562 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87696.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87712.015625 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87712.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -87726.085938 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87726.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -87738.320312 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87738.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -87757.640625 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87757.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87768.875000 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87768.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87776.359375 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87776.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87780.789062 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87780.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87784.179688 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87784.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87786.562500 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87786.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -87791.500000 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -87793.718750 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -87793.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -87794.250000 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -87794.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -87794.820312 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -87794.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87795.117188 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -87795.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87795.117188 Penalty: 670.058411
	Iteration 26F: 3 clusters Score -87795.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Entering Unmasked Estep 
Score: -2161686.000000 Penalty: 480.695282
	Iteration 0F: 2 clusters Score -2161686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2135741.000000 Penalty: 961.390564
	Iteration 0F: 3 clusters Score -2135741 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2147520.500000 Penalty: 961.390564
	Iteration 1F: 3 clusters Score -2147520 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2149278.750000 Penalty: 961.390564
	Iteration 2F: 3 clusters Score -2149279 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -2152069.750000 Penalty: 961.390564
	Iteration 3F: 3 clusters Score -2152070 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -2155328.250000 Penalty: 961.390564
	Iteration 4F: 3 clusters Score -2155328 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -2158061.000000 Penalty: 961.390564
	Iteration 5F: 3 clusters Score -2158061 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -2159892.250000 Penalty: 961.390564
	Iteration 6Q: 3 clusters Score -2159892 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -2160766.000000 Penalty: 961.390564
	Iteration 7Q: 3 clusters Score -2160766 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -2161077.500000 Penalty: 961.390564
	Iteration 8Q: 3 clusters Score -2161078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -2161200.000000 Penalty: 961.390564
	Iteration 9Q: 3 clusters Score -2161200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -2161249.000000 Penalty: 961.390564
	Iteration 10Q: 3 clusters Score -2161249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -2161266.250000 Penalty: 961.390564
	Iteration 11Q: 3 clusters Score -2161266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -2161269.750000 Penalty: 961.390564
	Iteration 12Q: 3 clusters Score -2161270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -2161272.250000 Penalty: 961.390564
	Iteration 13Q: 3 clusters Score -2161272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -2161276.500000 Penalty: 961.390564
	Iteration 14Q: 3 clusters Score -2161276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -2161279.750000 Penalty: 961.390564
	Iteration 15Q: 3 clusters Score -2161280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -2161281.750000 Penalty: 961.390564
	Iteration 16Q: 3 clusters Score -2161282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -2161284.000000 Penalty: 961.390564
	Iteration 17Q: 3 clusters Score -2161284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -2161281.750000 Penalty: 961.390564
	Iteration 18Q: 3 clusters Score -2161282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -2161284.500000 Penalty: 961.390564
	Iteration 19Q: 3 clusters Score -2161284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -2161284.250000 Penalty: 961.390564
	Iteration 20F: 3 clusters Score -2161284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -215579.734375 Penalty: 375.009460
	Iteration 0F: 2 clusters Score -215579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -212961.546875 Penalty: 750.018921
	Iteration 0F: 3 clusters Score -212961.5 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -213928.015625 Penalty: 750.018921
	Iteration 1F: 3 clusters Score -213928 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -214039.890625 Penalty: 750.018921
	Iteration 2F: 3 clusters Score -214039.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -214172.390625 Penalty: 750.018921
	Iteration 3F: 3 clusters Score -214172.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -214326.375000 Penalty: 750.018921
	Iteration 4F: 3 clusters Score -214326.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -214484.812500 Penalty: 750.018921
	Iteration 5F: 3 clusters Score -214484.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -214607.500000 Penalty: 750.018921
	Iteration 6F: 3 clusters Score -214607.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -214701.515625 Penalty: 750.018921
	Iteration 7Q: 3 clusters Score -214701.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -214741.437500 Penalty: 750.018921
	Iteration 8Q: 3 clusters Score -214741.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -214755.671875 Penalty: 750.018921
	Iteration 9Q: 3 clusters Score -214755.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -214764.203125 Penalty: 750.018921
	Iteration 10Q: 3 clusters Score -214764.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -214771.546875 Penalty: 750.018921
	Iteration 11Q: 3 clusters Score -214771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -214776.359375 Penalty: 750.018921
	Iteration 12Q: 3 clusters Score -214776.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -214780.265625 Penalty: 750.018921
	Iteration 13Q: 3 clusters Score -214780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -214784.234375 Penalty: 750.018921
	Iteration 14Q: 3 clusters Score -214784.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -214788.921875 Penalty: 750.018921
	Iteration 15Q: 3 clusters Score -214788.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -214796.546875 Penalty: 750.018921
	Iteration 16Q: 3 clusters Score -214796.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -214805.859375 Penalty: 750.018921
	Iteration 17Q: 3 clusters Score -214805.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -214811.937500 Penalty: 750.018921
	Iteration 18Q: 3 clusters Score -214811.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -214817.859375 Penalty: 750.018921
	Iteration 19Q: 3 clusters Score -214817.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -214825.046875 Penalty: 750.018921
	Iteration 20F: 3 clusters Score -214825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -214833.000000 Penalty: 750.018921
	Iteration 21Q: 3 clusters Score -214833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -214839.859375 Penalty: 750.018921
	Iteration 22Q: 3 clusters Score -214839.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -214846.843750 Penalty: 750.018921
	Iteration 23Q: 3 clusters Score -214846.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -214857.281250 Penalty: 750.018921
	Iteration 24Q: 3 clusters Score -214857.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -214870.421875 Penalty: 750.018921
	Iteration 25Q: 3 clusters Score -214870.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -214884.609375 Penalty: 750.018921
	Iteration 26Q: 3 clusters Score -214884.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -214908.093750 Penalty: 750.018921
	Iteration 27Q: 3 clusters Score -214908.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -214941.843750 Penalty: 750.018921
	Iteration 28Q: 3 clusters Score -214941.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -214975.015625 Penalty: 750.018921
	Iteration 29Q: 3 clusters Score -214975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -215009.734375 Penalty: 750.018921
	Iteration 30Q: 3 clusters Score -215009.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -215041.421875 Penalty: 750.018921
	Iteration 31Q: 3 clusters Score -215041.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -215086.328125 Penalty: 750.018921
	Iteration 32Q: 3 clusters Score -215086.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -215126.125000 Penalty: 750.018921
	Iteration 33Q: 3 clusters Score -215126.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -215157.515625 Penalty: 750.018921
	Iteration 34Q: 3 clusters Score -215157.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -215197.843750 Penalty: 750.018921
	Iteration 35Q: 3 clusters Score -215197.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -215227.203125 Penalty: 750.018921
	Iteration 36Q: 3 clusters Score -215227.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -215254.515625 Penalty: 750.018921
	Iteration 37Q: 3 clusters Score -215254.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -215274.671875 Penalty: 750.018921
	Iteration 38Q: 3 clusters Score -215274.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -215291.062500 Penalty: 750.018921
	Iteration 39Q: 3 clusters Score -215291.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -215298.500000 Penalty: 750.018921
	Iteration 40F: 3 clusters Score -215298.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -215308.078125 Penalty: 750.018921
	Iteration 41Q: 3 clusters Score -215308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -215315.031250 Penalty: 750.018921
	Iteration 42Q: 3 clusters Score -215315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -215318.750000 Penalty: 750.018921
	Iteration 43Q: 3 clusters Score -215318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -215321.812500 Penalty: 750.018921
	Iteration 44Q: 3 clusters Score -215321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -215324.531250 Penalty: 750.018921
	Iteration 45Q: 3 clusters Score -215324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -215326.031250 Penalty: 750.018921
	Iteration 46Q: 3 clusters Score -215326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -215326.031250 Penalty: 750.018921
	Iteration 47Q: 3 clusters Score -215326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -215327.078125 Penalty: 750.018921
	Iteration 48Q: 3 clusters Score -215327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -215327.609375 Penalty: 750.018921
	Iteration 49Q: 3 clusters Score -215327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -215328.203125 Penalty: 750.018921
	Iteration 50Q: 3 clusters Score -215328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -215328.046875 Penalty: 750.018921
	Iteration 51Q: 3 clusters Score -215328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -215328.843750 Penalty: 750.018921
	Iteration 52Q: 3 clusters Score -215328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -215328.843750 Penalty: 750.018921
	Iteration 53F: 3 clusters Score -215328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11350.822266 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -11350.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11047.166016 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11047.17 nChanged 68
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: -11126.988281 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11126.99 nChanged 19
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: -11185.358398 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -11185.36 nChanged 16
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: -11218.181641 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -11218.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11236.110352 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11236.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11240.943359 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11240.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11243.554688 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11243.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11244.579102 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11244.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11245.413086 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11245.41 nChanged 2
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: -11246.260742 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11246.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11250.809570 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -11250.81 nChanged 7
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: -11262.607422 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -11262.61 nChanged 7
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: -11271.400391 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -11271.4 nChanged 5
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: -11282.357422 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -11282.36 nChanged 4
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: -11293.748047 Penalty: 495.260010
	Iteration 14Q: 3 clusters Score -11293.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11297.483398 Penalty: 495.260010
	Iteration 15Q: 3 clusters Score -11297.48 nChanged 4
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: -11301.520508 Penalty: 495.260010
	Iteration 16Q: 3 clusters Score -11301.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11304.154297 Penalty: 495.260010
	Iteration 17Q: 3 clusters Score -11304.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11307.010742 Penalty: 495.260010
	Iteration 18Q: 3 clusters Score -11307.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11307.010742 Penalty: 495.260010
	Iteration 19F: 3 clusters Score -11307.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -59444.976562 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -59444.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -58635.839844 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -58635.84 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -58884.152344 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -58884.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -58976.316406 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -58976.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59078.523438 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -59078.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59156.269531 Penalty: 628.696716
	Iteration 4F: 3 clusters Score -59156.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59229.523438 Penalty: 628.696716
	Iteration 5F: 3 clusters Score -59229.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59289.132812 Penalty: 628.696716
	Iteration 6F: 3 clusters Score -59289.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59323.652344 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -59323.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59341.058594 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -59341.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59356.957031 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -59356.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59366.023438 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -59366.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59368.984375 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -59368.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59370.003906 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -59370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59370.550781 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -59370.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59370.550781 Penalty: 628.696716
	Iteration 14F: 3 clusters Score -59370.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -214617.625000 Penalty: 371.082031
	Iteration 0F: 2 clusters Score -214617.6 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 1722 members 
Entering Unmasked Estep 
Score: -212158.562500 Penalty: 742.164062
	Iteration 0F: 3 clusters Score -212158.6 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -213095.500000 Penalty: 742.164062
	Iteration 1F: 3 clusters Score -213095.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -213240.250000 Penalty: 742.164062
	Iteration 2F: 3 clusters Score -213240.2 nChanged 223
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: -213392.750000 Penalty: 742.164062
	Iteration 3F: 3 clusters Score -213392.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -213572.390625 Penalty: 742.164062
	Iteration 4F: 3 clusters Score -213572.4 nChanged 225
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: -213791.593750 Penalty: 742.164062
	Iteration 5F: 3 clusters Score -213791.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -213918.593750 Penalty: 742.164062
	Iteration 6F: 3 clusters Score -213918.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -213987.046875 Penalty: 742.164062
	Iteration 7Q: 3 clusters Score -213987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -214030.000000 Penalty: 742.164062
	Iteration 8Q: 3 clusters Score -214030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -214065.984375 Penalty: 742.164062
	Iteration 9Q: 3 clusters Score -214066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -214097.265625 Penalty: 742.164062
	Iteration 10Q: 3 clusters Score -214097.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -214122.500000 Penalty: 742.164062
	Iteration 11Q: 3 clusters Score -214122.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -214139.953125 Penalty: 742.164062
	Iteration 12Q: 3 clusters Score -214140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -214153.984375 Penalty: 742.164062
	Iteration 13Q: 3 clusters Score -214154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214163.125000 Penalty: 742.164062
	Iteration 14Q: 3 clusters Score -214163.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -214171.828125 Penalty: 742.164062
	Iteration 15Q: 3 clusters Score -214171.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -214179.375000 Penalty: 742.164062
	Iteration 16Q: 3 clusters Score -214179.4 nChanged 20
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: -214186.328125 Penalty: 742.164062
	Iteration 17Q: 3 clusters Score -214186.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -214192.859375 Penalty: 742.164062
	Iteration 18Q: 3 clusters Score -214192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -214195.843750 Penalty: 742.164062
	Iteration 19Q: 3 clusters Score -214195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -214197.984375 Penalty: 742.164062
	Iteration 20F: 3 clusters Score -214198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -214198.453125 Penalty: 742.164062
	Iteration 21Q: 3 clusters Score -214198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -214199.140625 Penalty: 742.164062
	Iteration 22Q: 3 clusters Score -214199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -214199.921875 Penalty: 742.164062
	Iteration 23Q: 3 clusters Score -214199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -214200.734375 Penalty: 742.164062
	Iteration 24Q: 3 clusters Score -214200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -214201.312500 Penalty: 742.164062
	Iteration 25Q: 3 clusters Score -214201.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -214203.125000 Penalty: 742.164062
	Iteration 26Q: 3 clusters Score -214203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -214204.281250 Penalty: 742.164062
	Iteration 27Q: 3 clusters Score -214204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -214205.484375 Penalty: 742.164062
	Iteration 28Q: 3 clusters Score -214205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -214206.015625 Penalty: 742.164062
	Iteration 29Q: 3 clusters Score -214206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -214206.453125 Penalty: 742.164062
	Iteration 30Q: 3 clusters Score -214206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -214206.968750 Penalty: 742.164062
	Iteration 31Q: 3 clusters Score -214207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -214207.312500 Penalty: 742.164062
	Iteration 32Q: 3 clusters Score -214207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -214207.750000 Penalty: 742.164062
	Iteration 33Q: 3 clusters Score -214207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -214207.734375 Penalty: 742.164062
	Iteration 34Q: 3 clusters Score -214207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -214208.015625 Penalty: 742.164062
	Iteration 35Q: 3 clusters Score -214208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -214208.484375 Penalty: 742.164062
	Iteration 36Q: 3 clusters Score -214208.5 nChanged 2
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: -214209.281250 Penalty: 742.164062
	Iteration 37Q: 3 clusters Score -214209.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -214211.953125 Penalty: 742.164062
	Iteration 38Q: 3 clusters Score -214212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -214214.843750 Penalty: 742.164062
	Iteration 39Q: 3 clusters Score -214214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -214216.046875 Penalty: 742.164062
	Iteration 40F: 3 clusters Score -214216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -214216.593750 Penalty: 742.164062
	Iteration 41Q: 3 clusters Score -214216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -214218.343750 Penalty: 742.164062
	Iteration 42Q: 3 clusters Score -214218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -214219.812500 Penalty: 742.164062
	Iteration 43Q: 3 clusters Score -214219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -214220.703125 Penalty: 742.164062
	Iteration 44Q: 3 clusters Score -214220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -214221.906250 Penalty: 742.164062
	Iteration 45Q: 3 clusters Score -214221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -214224.406250 Penalty: 742.164062
	Iteration 46Q: 3 clusters Score -214224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -214225.656250 Penalty: 742.164062
	Iteration 47Q: 3 clusters Score -214225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -214227.546875 Penalty: 742.164062
	Iteration 48Q: 3 clusters Score -214227.5 nChanged 7
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: -214228.296875 Penalty: 742.164062
	Iteration 49Q: 3 clusters Score -214228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -214230.703125 Penalty: 742.164062
	Iteration 50Q: 3 clusters Score -214230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -214235.296875 Penalty: 742.164062
	Iteration 51Q: 3 clusters Score -214235.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -214245.593750 Penalty: 742.164062
	Iteration 52Q: 3 clusters Score -214245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -214257.109375 Penalty: 742.164062
	Iteration 53Q: 3 clusters Score -214257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -214262.125000 Penalty: 742.164062
	Iteration 54Q: 3 clusters Score -214262.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -214268.234375 Penalty: 742.164062
	Iteration 55Q: 3 clusters Score -214268.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -214274.656250 Penalty: 742.164062
	Iteration 56Q: 3 clusters Score -214274.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -214277.437500 Penalty: 742.164062
	Iteration 57Q: 3 clusters Score -214277.4 nChanged 8
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: -214279.890625 Penalty: 742.164062
	Iteration 58Q: 3 clusters Score -214279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -214282.265625 Penalty: 742.164062
	Iteration 59Q: 3 clusters Score -214282.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -214283.718750 Penalty: 742.164062
	Iteration 60F: 3 clusters Score -214283.7 nChanged 8
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: -214286.500000 Penalty: 742.164062
	Iteration 61Q: 3 clusters Score -214286.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -214287.906250 Penalty: 742.164062
	Iteration 62Q: 3 clusters Score -214287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -214289.906250 Penalty: 742.164062
	Iteration 63Q: 3 clusters Score -214289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -214291.125000 Penalty: 742.164062
	Iteration 64Q: 3 clusters Score -214291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -214291.843750 Penalty: 742.164062
	Iteration 65Q: 3 clusters Score -214291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -214292.656250 Penalty: 742.164062
	Iteration 66Q: 3 clusters Score -214292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -214292.796875 Penalty: 742.164062
	Iteration 67Q: 3 clusters Score -214292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -214292.796875 Penalty: 742.164062
	Iteration 68F: 3 clusters Score -214292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Entering Unmasked Estep 
Score: -930730.125000 Penalty: 440.880219
	Iteration 0F: 2 clusters Score -930730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -919962.062500 Penalty: 881.760437
	Iteration 0F: 3 clusters Score -919962.1 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -924436.375000 Penalty: 881.760437
	Iteration 1F: 3 clusters Score -924436.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -924774.687500 Penalty: 881.760437
	Iteration 2F: 3 clusters Score -924774.7 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -925209.312500 Penalty: 881.760437
	Iteration 3F: 3 clusters Score -925209.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -925887.687500 Penalty: 881.760437
	Iteration 4F: 3 clusters Score -925887.7 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -926792.250000 Penalty: 881.760437
	Iteration 5F: 3 clusters Score -926792.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -927874.562500 Penalty: 881.760437
	Iteration 6F: 3 clusters Score -927874.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -928692.125000 Penalty: 881.760437
	Iteration 7F: 3 clusters Score -928692.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -929185.687500 Penalty: 881.760437
	Iteration 8Q: 3 clusters Score -929185.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -929483.062500 Penalty: 881.760437
	Iteration 9Q: 3 clusters Score -929483.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -929720.812500 Penalty: 881.760437
	Iteration 10Q: 3 clusters Score -929720.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -929898.500000 Penalty: 881.760437
	Iteration 11Q: 3 clusters Score -929898.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -930023.875000 Penalty: 881.760437
	Iteration 12Q: 3 clusters Score -930023.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -930116.875000 Penalty: 881.760437
	Iteration 13Q: 3 clusters Score -930116.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -930184.312500 Penalty: 881.760437
	Iteration 14Q: 3 clusters Score -930184.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -930236.062500 Penalty: 881.760437
	Iteration 15Q: 3 clusters Score -930236.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -930268.437500 Penalty: 881.760437
	Iteration 16Q: 3 clusters Score -930268.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -930296.375000 Penalty: 881.760437
	Iteration 17Q: 3 clusters Score -930296.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -930314.937500 Penalty: 881.760437
	Iteration 18Q: 3 clusters Score -930314.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -930330.437500 Penalty: 881.760437
	Iteration 19Q: 3 clusters Score -930330.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -930344.187500 Penalty: 881.760437
	Iteration 20F: 3 clusters Score -930344.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -930353.687500 Penalty: 881.760437
	Iteration 21Q: 3 clusters Score -930353.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -930360.875000 Penalty: 881.760437
	Iteration 22Q: 3 clusters Score -930360.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -930366.062500 Penalty: 881.760437
	Iteration 23Q: 3 clusters Score -930366.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -930370.875000 Penalty: 881.760437
	Iteration 24Q: 3 clusters Score -930370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -930374.812500 Penalty: 881.760437
	Iteration 25Q: 3 clusters Score -930374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -930380.437500 Penalty: 881.760437
	Iteration 26Q: 3 clusters Score -930380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -930381.062500 Penalty: 881.760437
	Iteration 27Q: 3 clusters Score -930381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -930383.000000 Penalty: 881.760437
	Iteration 28Q: 3 clusters Score -930383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -930385.562500 Penalty: 881.760437
	Iteration 29Q: 3 clusters Score -930385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -930386.312500 Penalty: 881.760437
	Iteration 30Q: 3 clusters Score -930386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -930386.500000 Penalty: 881.760437
	Iteration 31Q: 3 clusters Score -930386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -930388.187500 Penalty: 881.760437
	Iteration 32Q: 3 clusters Score -930388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -930388.375000 Penalty: 881.760437
	Iteration 33Q: 3 clusters Score -930388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -930389.812500 Penalty: 881.760437
	Iteration 34Q: 3 clusters Score -930389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -930391.000000 Penalty: 881.760437
	Iteration 35Q: 3 clusters Score -930391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -930393.250000 Penalty: 881.760437
	Iteration 36Q: 3 clusters Score -930393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -930393.687500 Penalty: 881.760437
	Iteration 37Q: 3 clusters Score -930393.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -930393.687500 Penalty: 881.760437
	Iteration 38F: 3 clusters Score -930393.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -326121.968750 Penalty: 395.744415
	Iteration 0F: 2 clusters Score -326122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -322146.937500 Penalty: 791.488831
	Iteration 0F: 3 clusters Score -322146.9 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -323701.875000 Penalty: 791.488831
	Iteration 1F: 3 clusters Score -323701.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -323810.375000 Penalty: 791.488831
	Iteration 2Q: 3 clusters Score -323810.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -323932.906250 Penalty: 791.488831
	Iteration 3Q: 3 clusters Score -323932.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -324126.468750 Penalty: 791.488831
	Iteration 4Q: 3 clusters Score -324126.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -324344.875000 Penalty: 791.488831
	Iteration 5F: 3 clusters Score -324344.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -324544.500000 Penalty: 791.488831
	Iteration 6F: 3 clusters Score -324544.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -324701.937500 Penalty: 791.488831
	Iteration 7Q: 3 clusters Score -324701.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -324780.156250 Penalty: 791.488831
	Iteration 8Q: 3 clusters Score -324780.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -324826.625000 Penalty: 791.488831
	Iteration 9Q: 3 clusters Score -324826.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -324867.593750 Penalty: 791.488831
	Iteration 10Q: 3 clusters Score -324867.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -324916.468750 Penalty: 791.488831
	Iteration 11Q: 3 clusters Score -324916.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -324951.625000 Penalty: 791.488831
	Iteration 12Q: 3 clusters Score -324951.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -324984.406250 Penalty: 791.488831
	Iteration 13Q: 3 clusters Score -324984.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -325016.093750 Penalty: 791.488831
	Iteration 14Q: 3 clusters Score -325016.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -325058.343750 Penalty: 791.488831
	Iteration 15Q: 3 clusters Score -325058.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -325095.187500 Penalty: 791.488831
	Iteration 16Q: 3 clusters Score -325095.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -325124.375000 Penalty: 791.488831
	Iteration 17Q: 3 clusters Score -325124.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -325146.500000 Penalty: 791.488831
	Iteration 18Q: 3 clusters Score -325146.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -325174.312500 Penalty: 791.488831
	Iteration 19Q: 3 clusters Score -325174.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -325197.968750 Penalty: 791.488831
	Iteration 20F: 3 clusters Score -325198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -325225.625000 Penalty: 791.488831
	Iteration 21Q: 3 clusters Score -325225.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -325260.906250 Penalty: 791.488831
	Iteration 22Q: 3 clusters Score -325260.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -325296.281250 Penalty: 791.488831
	Iteration 23Q: 3 clusters Score -325296.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -325331.906250 Penalty: 791.488831
	Iteration 24Q: 3 clusters Score -325331.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -325360.906250 Penalty: 791.488831
	Iteration 25Q: 3 clusters Score -325360.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -325386.156250 Penalty: 791.488831
	Iteration 26Q: 3 clusters Score -325386.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -325413.656250 Penalty: 791.488831
	Iteration 27Q: 3 clusters Score -325413.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -325449.906250 Penalty: 791.488831
	Iteration 28Q: 3 clusters Score -325449.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -325501.593750 Penalty: 791.488831
	Iteration 29Q: 3 clusters Score -325501.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -325562.468750 Penalty: 791.488831
	Iteration 30Q: 3 clusters Score -325562.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -325625.156250 Penalty: 791.488831
	Iteration 31Q: 3 clusters Score -325625.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -325680.187500 Penalty: 791.488831
	Iteration 32Q: 3 clusters Score -325680.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -325714.906250 Penalty: 791.488831
	Iteration 33Q: 3 clusters Score -325714.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -325740.437500 Penalty: 791.488831
	Iteration 34Q: 3 clusters Score -325740.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -325757.531250 Penalty: 791.488831
	Iteration 35Q: 3 clusters Score -325757.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -325774.937500 Penalty: 791.488831
	Iteration 36Q: 3 clusters Score -325774.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -325786.781250 Penalty: 791.488831
	Iteration 37Q: 3 clusters Score -325786.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -325793.750000 Penalty: 791.488831
	Iteration 38Q: 3 clusters Score -325793.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -325799.718750 Penalty: 791.488831
	Iteration 39Q: 3 clusters Score -325799.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -325811.687500 Penalty: 791.488831
	Iteration 40F: 3 clusters Score -325811.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -325822.031250 Penalty: 791.488831
	Iteration 41Q: 3 clusters Score -325822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -325834.875000 Penalty: 791.488831
	Iteration 42Q: 3 clusters Score -325834.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -325845.250000 Penalty: 791.488831
	Iteration 43Q: 3 clusters Score -325845.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -325855.062500 Penalty: 791.488831
	Iteration 44Q: 3 clusters Score -325855.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -325862.875000 Penalty: 791.488831
	Iteration 45Q: 3 clusters Score -325862.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -325870.593750 Penalty: 791.488831
	Iteration 46Q: 3 clusters Score -325870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -325878.906250 Penalty: 791.488831
	Iteration 47Q: 3 clusters Score -325878.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -325885.781250 Penalty: 791.488831
	Iteration 48Q: 3 clusters Score -325885.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -325889.531250 Penalty: 791.488831
	Iteration 49Q: 3 clusters Score -325889.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -325893.312500 Penalty: 791.488831
	Iteration 50Q: 3 clusters Score -325893.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -325894.843750 Penalty: 791.488831
	Iteration 51Q: 3 clusters Score -325894.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -325895.687500 Penalty: 791.488831
	Iteration 52Q: 3 clusters Score -325895.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -325897.218750 Penalty: 791.488831
	Iteration 53Q: 3 clusters Score -325897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -325897.593750 Penalty: 791.488831
	Iteration 54Q: 3 clusters Score -325897.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -325898.875000 Penalty: 791.488831
	Iteration 55Q: 3 clusters Score -325898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -325898.812500 Penalty: 791.488831
	Iteration 56Q: 3 clusters Score -325898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -325899.218750 Penalty: 791.488831
	Iteration 57Q: 3 clusters Score -325899.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -325899.218750 Penalty: 791.488831
	Iteration 58F: 3 clusters Score -325899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 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 945 members 
Entering Unmasked Estep 
Score: -106137.023438 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106137 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -106599.703125 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106599.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -106659.500000 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106659.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -106721.421875 Penalty: 687.634949
	Iteration 3Q: 3 clusters Score -106721.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -106815.671875 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -106815.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -106936.671875 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -106936.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107024.023438 Penalty: 687.634949
	Iteration 6F: 3 clusters Score -107024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -107119.929688 Penalty: 687.634949
	Iteration 7F: 3 clusters Score -107119.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -107205.328125 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107205.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107261.085938 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107261.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -107316.851562 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107316.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -107366.523438 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107366.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -107408.703125 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107408.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -107440.156250 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107440.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -107461.546875 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107461.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -107474.250000 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107474.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -107480.773438 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107480.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -107486.367188 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -107492.789062 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107492.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -107496.382812 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -107500.023438 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -107504.054688 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -107504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -107506.648438 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -107506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -107507.390625 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -107507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -107508.640625 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -107508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -107510.023438 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -107510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107512.218750 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -107512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -107513.515625 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -107513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -107514.062500 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -107514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -107514.992188 Penalty: 687.634949
	Iteration 29Q: 3 clusters Score -107515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -107515.523438 Penalty: 687.634949
	Iteration 30Q: 3 clusters Score -107515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -107515.812500 Penalty: 687.634949
	Iteration 31Q: 3 clusters Score -107515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -107515.812500 Penalty: 687.634949
	Iteration 32F: 3 clusters Score -107515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45253.070312 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45253.07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -45449.921875 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45449.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -45490.359375 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45490.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -45514.964844 Penalty: 609.654541
	Iteration 3F: 3 clusters Score -45514.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45526.304688 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45526.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45539.292969 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45539.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -45547.308594 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45547.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45556.460938 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45556.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45566.656250 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45566.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45576.566406 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45576.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -45584.324219 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45584.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -45591.863281 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45591.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -45599.289062 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45599.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -45607.339844 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45607.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -45612.519531 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45612.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -45616.078125 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45616.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -45624.234375 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45624.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -45630.566406 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45630.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -45633.585938 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45633.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45635.281250 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45635.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -45636.187500 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45636.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -13198.780273 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -13198.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12909.535156 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -12909.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13002.389648 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -13002.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13040.297852 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -13040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13070.993164 Penalty: 505.319305
	Iteration 3F: 3 clusters Score -13070.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13087.385742 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -13087.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13088.808594 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -13088.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13090.791992 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -13090.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13090.791992 Penalty: 505.319305
	Iteration 7F: 3 clusters Score -13090.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Entering Unmasked Estep 
Score: -827271.625000 Penalty: 431.374084
	Iteration 0F: 2 clusters Score -827271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -818459.125000 Penalty: 862.748169
	Iteration 0F: 3 clusters Score -818459.1 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -822069.125000 Penalty: 862.748169
	Iteration 1F: 3 clusters Score -822069.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -822605.625000 Penalty: 862.748169
	Iteration 2F: 3 clusters Score -822605.6 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -823471.625000 Penalty: 862.748169
	Iteration 3F: 3 clusters Score -823471.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -824613.812500 Penalty: 862.748169
	Iteration 4F: 3 clusters Score -824613.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -825543.187500 Penalty: 862.748169
	Iteration 5F: 3 clusters Score -825543.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -825969.562500 Penalty: 862.748169
	Iteration 6Q: 3 clusters Score -825969.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -826156.000000 Penalty: 862.748169
	Iteration 7Q: 3 clusters Score -826156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -826257.437500 Penalty: 862.748169
	Iteration 8Q: 3 clusters Score -826257.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -826337.125000 Penalty: 862.748169
	Iteration 9Q: 3 clusters Score -826337.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -826398.500000 Penalty: 862.748169
	Iteration 10Q: 3 clusters Score -826398.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -826453.437500 Penalty: 862.748169
	Iteration 11Q: 3 clusters Score -826453.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -826520.562500 Penalty: 862.748169
	Iteration 12Q: 3 clusters Score -826520.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -826569.500000 Penalty: 862.748169
	Iteration 13Q: 3 clusters Score -826569.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -826603.562500 Penalty: 862.748169
	Iteration 14Q: 3 clusters Score -826603.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -826637.687500 Penalty: 862.748169
	Iteration 15Q: 3 clusters Score -826637.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -826660.437500 Penalty: 862.748169
	Iteration 16Q: 3 clusters Score -826660.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -826682.687500 Penalty: 862.748169
	Iteration 17Q: 3 clusters Score -826682.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -826701.062500 Penalty: 862.748169
	Iteration 18Q: 3 clusters Score -826701.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -826721.375000 Penalty: 862.748169
	Iteration 19Q: 3 clusters Score -826721.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -826732.437500 Penalty: 862.748169
	Iteration 20F: 3 clusters Score -826732.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -826748.375000 Penalty: 862.748169
	Iteration 21Q: 3 clusters Score -826748.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -826761.437500 Penalty: 862.748169
	Iteration 22Q: 3 clusters Score -826761.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -826776.937500 Penalty: 862.748169
	Iteration 23Q: 3 clusters Score -826776.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -826790.312500 Penalty: 862.748169
	Iteration 24Q: 3 clusters Score -826790.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -826801.250000 Penalty: 862.748169
	Iteration 25Q: 3 clusters Score -826801.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -826812.750000 Penalty: 862.748169
	Iteration 26Q: 3 clusters Score -826812.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -826820.375000 Penalty: 862.748169
	Iteration 27Q: 3 clusters Score -826820.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -826823.750000 Penalty: 862.748169
	Iteration 28Q: 3 clusters Score -826823.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -826827.375000 Penalty: 862.748169
	Iteration 29Q: 3 clusters Score -826827.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -826832.187500 Penalty: 862.748169
	Iteration 30Q: 3 clusters Score -826832.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -826836.562500 Penalty: 862.748169
	Iteration 31Q: 3 clusters Score -826836.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -826841.875000 Penalty: 862.748169
	Iteration 32Q: 3 clusters Score -826841.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -826849.625000 Penalty: 862.748169
	Iteration 33Q: 3 clusters Score -826849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -826860.187500 Penalty: 862.748169
	Iteration 34Q: 3 clusters Score -826860.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -826868.250000 Penalty: 862.748169
	Iteration 35Q: 3 clusters Score -826868.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -826878.250000 Penalty: 862.748169
	Iteration 36Q: 3 clusters Score -826878.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -826886.687500 Penalty: 862.748169
	Iteration 37Q: 3 clusters Score -826886.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -826894.125000 Penalty: 862.748169
	Iteration 38Q: 3 clusters Score -826894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -826898.312500 Penalty: 862.748169
	Iteration 39Q: 3 clusters Score -826898.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -826901.062500 Penalty: 862.748169
	Iteration 40F: 3 clusters Score -826901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -826903.000000 Penalty: 862.748169
	Iteration 41Q: 3 clusters Score -826903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -826905.062500 Penalty: 862.748169
	Iteration 42Q: 3 clusters Score -826905.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -826906.375000 Penalty: 862.748169
	Iteration 43Q: 3 clusters Score -826906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -826908.937500 Penalty: 862.748169
	Iteration 44Q: 3 clusters Score -826908.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -826913.125000 Penalty: 862.748169
	Iteration 45Q: 3 clusters Score -826913.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -826914.062500 Penalty: 862.748169
	Iteration 46Q: 3 clusters Score -826914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -826919.812500 Penalty: 862.748169
	Iteration 47Q: 3 clusters Score -826919.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -826926.812500 Penalty: 862.748169
	Iteration 48Q: 3 clusters Score -826926.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -826929.812500 Penalty: 862.748169
	Iteration 49Q: 3 clusters Score -826929.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -826931.500000 Penalty: 862.748169
	Iteration 50Q: 3 clusters Score -826931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -826935.937500 Penalty: 862.748169
	Iteration 51Q: 3 clusters Score -826935.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -826938.312500 Penalty: 862.748169
	Iteration 52Q: 3 clusters Score -826938.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -826944.062500 Penalty: 862.748169
	Iteration 53Q: 3 clusters Score -826944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -826945.375000 Penalty: 862.748169
	Iteration 54Q: 3 clusters Score -826945.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -826951.437500 Penalty: 862.748169
	Iteration 55Q: 3 clusters Score -826951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -826959.437500 Penalty: 862.748169
	Iteration 56Q: 3 clusters Score -826959.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -826960.500000 Penalty: 862.748169
	Iteration 57Q: 3 clusters Score -826960.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -826962.000000 Penalty: 862.748169
	Iteration 58Q: 3 clusters Score -826962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -826963.250000 Penalty: 862.748169
	Iteration 59Q: 3 clusters Score -826963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -826964.750000 Penalty: 862.748169
	Iteration 60F: 3 clusters Score -826964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -826967.625000 Penalty: 862.748169
	Iteration 61Q: 3 clusters Score -826967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -826967.937500 Penalty: 862.748169
	Iteration 62Q: 3 clusters Score -826967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -826968.062500 Penalty: 862.748169
	Iteration 63Q: 3 clusters Score -826968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -826967.375000 Penalty: 862.748169
	Iteration 64Q: 3 clusters Score -826967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -826967.375000 Penalty: 862.748169
	Iteration 65F: 3 clusters Score -826967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26258.156250 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26258.16 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26405.267578 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26405.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26456.445312 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26456.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26486.623047 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -26486.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26515.490234 Penalty: 562.003906
	Iteration 4F: 3 clusters Score -26515.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26536.685547 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26536.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26544.527344 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26544.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26549.007812 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26549.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26554.828125 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26554.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26564.261719 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26564.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26567.640625 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26567.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26570.267578 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26570.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26570.804688 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -26570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26571.525391 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -26571.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26571.857422 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -26571.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26571.988281 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -26571.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26571.988281 Penalty: 562.003906
	Iteration 16F: 3 clusters Score -26571.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7805.182129 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7805.182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7853.837402 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7853.837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7870.127441 Penalty: 464.641052
	Iteration 2Q: 3 clusters Score -7870.127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7873.691406 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -7873.691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7876.034180 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -7876.034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7879.405762 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -7879.406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7884.851562 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -7884.852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7888.819824 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -7888.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7888.819824 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -7888.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16150 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060130.000000 Penalty: 15872.815430
Iteration 291F: 28 clusters Score -2.306013e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129462 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 1456 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 16139 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13117 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060156.000000 Penalty: 15872.815430
Iteration 292Q: 28 clusters Score -2.306016e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38509 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 16119 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13124 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060080.000000 Penalty: 15872.815430
Iteration 293Q: 28 clusters Score -2.306008e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129739 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38408 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 16104 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060124.000000 Penalty: 15872.815430
Iteration 294Q: 28 clusters Score -2.306012e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 1684 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38312 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 16091 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13155 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060130.000000 Penalty: 15872.815430
Iteration 295Q: 28 clusters Score -2.306013e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 1750 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38234 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 16080 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13174 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060092.000000 Penalty: 15872.815430
Iteration 296Q: 28 clusters Score -2.306009e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129866 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 1827 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38165 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 16050 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13198 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060064.000000 Penalty: 15872.815430
Iteration 297Q: 28 clusters Score -2.306006e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38110 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 16015 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13222 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060116.000000 Penalty: 15872.815430
Iteration 298Q: 28 clusters Score -2.306012e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129816 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 1969 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38056 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 15987 members 
Mstep: Class 20 contains 5937 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13248 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060186.000000 Penalty: 15872.815430
Iteration 299Q: 28 clusters Score -2.306019e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 38019 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 15958 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13268 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060254.000000 Penalty: 15872.815430
Iteration 300F: 28 clusters Score -2.306025e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129739 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37994 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 15933 members 
Mstep: Class 20 contains 5926 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13288 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060232.000000 Penalty: 15872.815430
Iteration 301Q: 28 clusters Score -2.306023e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129705 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37978 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 15903 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13307 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060290.000000 Penalty: 15872.815430
Iteration 302Q: 28 clusters Score -2.306029e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129643 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3399 members 
Mstep: Class 10 contains 2298 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37968 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 15873 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13326 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060306.000000 Penalty: 15872.815430
Iteration 303Q: 28 clusters Score -2.306031e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3399 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37958 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 15851 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13350 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060374.000000 Penalty: 15872.815430
Iteration 304Q: 28 clusters Score -2.306037e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129475 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37953 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13369 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060418.000000 Penalty: 15872.815430
Iteration 305Q: 28 clusters Score -2.306042e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129413 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37951 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 15815 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13384 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060416.000000 Penalty: 15872.815430
Iteration 306Q: 28 clusters Score -2.306042e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37952 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 15796 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13399 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060434.000000 Penalty: 15872.815430
Iteration 307Q: 28 clusters Score -2.306043e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129263 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37955 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 15781 members 
Mstep: Class 20 contains 5903 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060484.000000 Penalty: 15872.815430
Iteration 308Q: 28 clusters Score -2.306048e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129190 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37957 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 15772 members 
Mstep: Class 20 contains 5898 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13419 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060478.000000 Penalty: 15872.815430
Iteration 309Q: 28 clusters Score -2.306048e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129124 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37963 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 15762 members 
Mstep: Class 20 contains 5892 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13429 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060520.000000 Penalty: 15872.815430
Iteration 310Q: 28 clusters Score -2.306052e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 129039 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37969 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 15758 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060522.000000 Penalty: 15872.815430
Iteration 311Q: 28 clusters Score -2.306052e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37969 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 15751 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13457 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060570.000000 Penalty: 15872.815430
Iteration 312Q: 28 clusters Score -2.306057e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128890 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37966 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 15745 members 
Mstep: Class 20 contains 5883 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13469 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060672.000000 Penalty: 15872.815430
Iteration 313Q: 28 clusters Score -2.306067e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128795 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37962 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 15738 members 
Mstep: Class 20 contains 5881 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13477 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060706.000000 Penalty: 15872.815430
Iteration 314Q: 28 clusters Score -2.306071e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128704 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37961 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 15729 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13483 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060758.000000 Penalty: 15872.815430
Iteration 315Q: 28 clusters Score -2.306076e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37955 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3399 members 
Mstep: Class 19 contains 15720 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13492 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060756.000000 Penalty: 15872.815430
Iteration 316Q: 28 clusters Score -2.306076e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37954 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13506 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060798.000000 Penalty: 15872.815430
Iteration 317Q: 28 clusters Score -2.30608e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37947 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13509 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060872.000000 Penalty: 15872.815430
Iteration 318Q: 28 clusters Score -2.306087e+07 nChanged 260
Entering ConstructFrom: 
Score: -23060872.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (128401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Entering Unmasked Estep 
Score: -7664403.500000 Penalty: 535.212585
	Iteration 0F: 2 clusters Score -7664404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -7582407.000000 Penalty: 1070.425171
	Iteration 0F: 3 clusters Score -7582407 nChanged 63028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -7626616.000000 Penalty: 1070.425171
	Iteration 1F: 3 clusters Score -7626616 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -7632350.000000 Penalty: 1070.425171
	Iteration 2F: 3 clusters Score -7632350 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -7638668.500000 Penalty: 1070.425171
	Iteration 3F: 3 clusters Score -7638668 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -7644499.500000 Penalty: 1070.425171
	Iteration 4F: 3 clusters Score -7644500 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 74376 members 
Entering Unmasked Estep 
Score: -7648846.000000 Penalty: 1070.425171
	Iteration 5F: 3 clusters Score -7648846 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -7651431.500000 Penalty: 1070.425171
	Iteration 6Q: 3 clusters Score -7651432 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -7652538.500000 Penalty: 1070.425171
	Iteration 7Q: 3 clusters Score -7652538 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -7653030.000000 Penalty: 1070.425171
	Iteration 8Q: 3 clusters Score -7653030 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -7653324.000000 Penalty: 1070.425171
	Iteration 9Q: 3 clusters Score -7653324 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -7653568.000000 Penalty: 1070.425171
	Iteration 10Q: 3 clusters Score -7653568 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -7653863.000000 Penalty: 1070.425171
	Iteration 11Q: 3 clusters Score -7653863 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -7654114.000000 Penalty: 1070.425171
	Iteration 12Q: 3 clusters Score -7654114 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -7654428.000000 Penalty: 1070.425171
	Iteration 13Q: 3 clusters Score -7654428 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -7654840.500000 Penalty: 1070.425171
	Iteration 14Q: 3 clusters Score -7654840 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -7655184.500000 Penalty: 1070.425171
	Iteration 15Q: 3 clusters Score -7655184 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -7655449.500000 Penalty: 1070.425171
	Iteration 16Q: 3 clusters Score -7655450 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -7655903.500000 Penalty: 1070.425171
	Iteration 17Q: 3 clusters Score -7655904 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 89184 members 
Entering Unmasked Estep 
Score: -7656303.500000 Penalty: 1070.425171
	Iteration 18Q: 3 clusters Score -7656304 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -7656697.500000 Penalty: 1070.425171
	Iteration 19Q: 3 clusters Score -7656698 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -7657106.000000 Penalty: 1070.425171
	Iteration 20F: 3 clusters Score -7657106 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -7657541.000000 Penalty: 1070.425171
	Iteration 21Q: 3 clusters Score -7657541 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -7657938.500000 Penalty: 1070.425171
	Iteration 22Q: 3 clusters Score -7657938 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -7658519.500000 Penalty: 1070.425171
	Iteration 23Q: 3 clusters Score -7658520 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -7659078.500000 Penalty: 1070.425171
	Iteration 24Q: 3 clusters Score -7659078 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -7659824.500000 Penalty: 1070.425171
	Iteration 25Q: 3 clusters Score -7659824 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
Score: -7660573.500000 Penalty: 1070.425171
	Iteration 26Q: 3 clusters Score -7660574 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 112235 members 
Entering Unmasked Estep 
Score: -7661244.500000 Penalty: 1070.425171
	Iteration 27Q: 3 clusters Score -7661244 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -7661846.500000 Penalty: 1070.425171
	Iteration 28Q: 3 clusters Score -7661846 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -7662390.000000 Penalty: 1070.425171
	Iteration 29Q: 3 clusters Score -7662390 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -7662960.500000 Penalty: 1070.425171
	Iteration 30Q: 3 clusters Score -7662960 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -7663491.500000 Penalty: 1070.425171
	Iteration 31Q: 3 clusters Score -7663492 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -7663871.500000 Penalty: 1070.425171
	Iteration 32Q: 3 clusters Score -7663872 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 121812 members 
Entering Unmasked Estep 
Score: -7664285.000000 Penalty: 1070.425171
	Iteration 33Q: 3 clusters Score -7664285 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
Score: -7664587.500000 Penalty: 1070.425171
	Iteration 34Q: 3 clusters Score -7664588 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 123674 members 
Entering Unmasked Estep 
Score: -7664750.000000 Penalty: 1070.425171
	Iteration 35Q: 3 clusters Score -7664750 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -7664711.500000 Penalty: 1070.425171
	Iteration 36Q: 3 clusters Score -7664712 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 124923 members 
Entering Unmasked Estep 
Score: -7664725.500000 Penalty: 1070.425171
	Iteration 37Q: 3 clusters Score -7664726 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 125388 members 
Entering Unmasked Estep 
Score: -7664686.000000 Penalty: 1070.425171
	Iteration 38Q: 3 clusters Score -7664686 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 125752 members 
Entering Unmasked Estep 
Score: -7664701.500000 Penalty: 1070.425171
	Iteration 39Q: 3 clusters Score -7664702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -7664752.000000 Penalty: 1070.425171
	Iteration 40F: 3 clusters Score -7664752 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -7664708.500000 Penalty: 1070.425171
	Iteration 41Q: 3 clusters Score -7664708 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -7664659.000000 Penalty: 1070.425171
	Iteration 42Q: 3 clusters Score -7664659 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 126952 members 
Entering Unmasked Estep 
Score: -7664574.000000 Penalty: 1070.425171
	Iteration 43Q: 3 clusters Score -7664574 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -7664528.500000 Penalty: 1070.425171
	Iteration 44Q: 3 clusters Score -7664528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 127282 members 
Entering Unmasked Estep 
Score: -7664518.000000 Penalty: 1070.425171
	Iteration 45Q: 3 clusters Score -7664518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -7664499.500000 Penalty: 1070.425171
	Iteration 46Q: 3 clusters Score -7664500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -7664475.000000 Penalty: 1070.425171
	Iteration 47Q: 3 clusters Score -7664475 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -7664451.000000 Penalty: 1070.425171
	Iteration 48Q: 3 clusters Score -7664451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -7664421.000000 Penalty: 1070.425171
	Iteration 49Q: 3 clusters Score -7664421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -7664407.000000 Penalty: 1070.425171
	Iteration 50Q: 3 clusters Score -7664407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 127727 members 
Entering Unmasked Estep 
Score: -7664390.000000 Penalty: 1070.425171
	Iteration 51Q: 3 clusters Score -7664390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -7664380.000000 Penalty: 1070.425171
	Iteration 52Q: 3 clusters Score -7664380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 127804 members 
Entering Unmasked Estep 
Score: -7664384.000000 Penalty: 1070.425171
	Iteration 53Q: 3 clusters Score -7664384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 127830 members 
Entering Unmasked Estep 
Score: -7664354.000000 Penalty: 1070.425171
	Iteration 54Q: 3 clusters Score -7664354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 127856 members 
Entering Unmasked Estep 
Score: -7664370.000000 Penalty: 1070.425171
	Iteration 55Q: 3 clusters Score -7664370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 127883 members 
Entering Unmasked Estep 
Score: -7664363.000000 Penalty: 1070.425171
	Iteration 56Q: 3 clusters Score -7664363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 127908 members 
Entering Unmasked Estep 
Score: -7664345.000000 Penalty: 1070.425171
	Iteration 57Q: 3 clusters Score -7664345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 127930 members 
Entering Unmasked Estep 
Score: -7664345.500000 Penalty: 1070.425171
	Iteration 58Q: 3 clusters Score -7664346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 127949 members 
Entering Unmasked Estep 
Score: -7664340.500000 Penalty: 1070.425171
	Iteration 59Q: 3 clusters Score -7664340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 127962 members 
Entering Unmasked Estep 
Score: -7664329.500000 Penalty: 1070.425171
	Iteration 60F: 3 clusters Score -7664330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -7664328.500000 Penalty: 1070.425171
	Iteration 61Q: 3 clusters Score -7664328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -7664322.500000 Penalty: 1070.425171
	Iteration 62Q: 3 clusters Score -7664322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 127982 members 
Entering Unmasked Estep 
Score: -7664312.000000 Penalty: 1070.425171
	Iteration 63Q: 3 clusters Score -7664312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 127987 members 
Entering Unmasked Estep 
Score: -7664312.500000 Penalty: 1070.425171
	Iteration 64Q: 3 clusters Score -7664312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 127990 members 
Entering Unmasked Estep 
Score: -7664313.500000 Penalty: 1070.425171
	Iteration 65Q: 3 clusters Score -7664314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 127994 members 
Entering Unmasked Estep 
Score: -7664310.500000 Penalty: 1070.425171
	Iteration 66Q: 3 clusters Score -7664310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -7664309.000000 Penalty: 1070.425171
	Iteration 67Q: 3 clusters Score -7664309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -7664307.500000 Penalty: 1070.425171
	Iteration 68Q: 3 clusters Score -7664308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -7664307.500000 Penalty: 1070.425171
	Iteration 69F: 3 clusters Score -7664308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 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 178 members 
Entering Unmasked Estep 
Score: -19568.740234 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19568.74 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19807.562500 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19807.56 nChanged 48
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: -19919.921875 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19919.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19980.927734 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19980.93 nChanged 8
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: -19998.970703 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19998.97 nChanged 8
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: -20019.414062 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -20019.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20022.527344 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -20022.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20023.755859 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -20023.76 nChanged 2
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: -20025.347656 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -20025.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20025.951172 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -20025.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20026.521484 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -20026.52 nChanged 2
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: -20028.404297 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -20028.4 nChanged 1
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: -20029.013672 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -20029.01 nChanged 0
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: -20029.013672 Penalty: 537.882507
	Iteration 13F: 3 clusters Score -20029.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37944 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178484 members 
Mstep: Class 28 contains 96 members 
Entering Unmasked Estep 
Score: -23060676.000000 Penalty: 16460.697266
Splitting cluster 2 changes total score from -23060872.000000 to -23060676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -22705.558594 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -22705.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22291.455078 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -22291.46 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22367.759766 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -22367.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22388.419922 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -22388.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22410.408203 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -22410.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22426.955078 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -22426.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22440.398438 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -22440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22448.625000 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -22448.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22454.855469 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -22454.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22457.158203 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -22457.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22461.089844 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -22461.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22473.607422 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -22473.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22484.548828 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -22484.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22491.052734 Penalty: 541.271179
	Iteration 12Q: 3 clusters Score -22491.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22500.890625 Penalty: 541.271179
	Iteration 13Q: 3 clusters Score -22500.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22516.876953 Penalty: 541.271179
	Iteration 14Q: 3 clusters Score -22516.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22528.132812 Penalty: 541.271179
	Iteration 15Q: 3 clusters Score -22528.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22530.431641 Penalty: 541.271179
	Iteration 16Q: 3 clusters Score -22530.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22530.816406 Penalty: 541.271179
	Iteration 17Q: 3 clusters Score -22530.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22531.527344 Penalty: 541.271179
	Iteration 18Q: 3 clusters Score -22531.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22531.527344 Penalty: 541.271179
	Iteration 19F: 3 clusters Score -22531.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 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 81 members 
Entering Unmasked Estep 
Score: -7005.729004 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7005.729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7079.669434 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7079.669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7097.632324 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7097.632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7112.076172 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -7112.076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7121.688477 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7121.688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7129.602539 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7129.603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7132.724121 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7132.724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7138.865723 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7138.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7139.723633 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7139.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7139.723633 Penalty: 454.746338
	Iteration 9F: 3 clusters Score -7139.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1782.343872 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1782.344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1828.929321 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1828.929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1831.839966 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -1831.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1831.839966 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -1831.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1837.336426 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1837.336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1864.356689 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1864.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1868.627563 Penalty: 355.994110
	Iteration 2Q: 3 clusters Score -1868.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1882.835083 Penalty: 355.994110
	Iteration 3Q: 3 clusters Score -1882.835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1882.835083 Penalty: 355.994110
	Iteration 4F: 3 clusters Score -1882.835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7605.203125 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7605.203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7703.166992 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7703.167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7850.778809 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7850.779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7897.842773 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -7897.843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7924.318359 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7924.318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7953.718750 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -7953.719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -7961.636719 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -7961.637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -7961.636719 Penalty: 464.087830
	Iteration 7F: 3 clusters Score -7961.637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 135 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37944 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178484 members 
Mstep: Class 28 contains 29 members 
Entering Unmasked Estep 
Score: -23060650.000000 Penalty: 16460.697266
Splitting cluster 7 changes total score from -23060872.000000 to -23060650.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -48866.160156 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -48866.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48095.109375 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -48095.11 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48352.132812 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -48352.13 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48435.222656 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -48435.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -48496.839844 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -48496.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48553.917969 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -48553.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -48591.437500 Penalty: 622.781250
	Iteration 5F: 3 clusters Score -48591.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -48617.820312 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -48617.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -48632.109375 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -48632.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -48640.371094 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -48640.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48644.648438 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -48644.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -48649.222656 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -48649.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -48652.328125 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -48652.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -48656.050781 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -48656.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -48658.808594 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -48658.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -48661.214844 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -48661.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -48664.214844 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -48664.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -48667.328125 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -48667.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -48671.960938 Penalty: 622.781250
	Iteration 17Q: 3 clusters Score -48671.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -48674.746094 Penalty: 622.781250
	Iteration 18Q: 3 clusters Score -48674.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -48681.351562 Penalty: 622.781250
	Iteration 19Q: 3 clusters Score -48681.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -48683.792969 Penalty: 622.781250
	Iteration 20F: 3 clusters Score -48683.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -48687.726562 Penalty: 622.781250
	Iteration 21Q: 3 clusters Score -48687.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -48688.859375 Penalty: 622.781250
	Iteration 22Q: 3 clusters Score -48688.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -48688.859375 Penalty: 622.781250
	Iteration 23F: 3 clusters Score -48688.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -179013.015625 Penalty: 369.770020
	Iteration 0F: 2 clusters Score -179013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -176680.484375 Penalty: 739.540039
	Iteration 0F: 3 clusters Score -176680.5 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -177548.703125 Penalty: 739.540039
	Iteration 1F: 3 clusters Score -177548.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -177680.812500 Penalty: 739.540039
	Iteration 2F: 3 clusters Score -177680.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -177791.390625 Penalty: 739.540039
	Iteration 3F: 3 clusters Score -177791.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -177921.296875 Penalty: 739.540039
	Iteration 4F: 3 clusters Score -177921.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -178086.734375 Penalty: 739.540039
	Iteration 5F: 3 clusters Score -178086.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -178238.656250 Penalty: 739.540039
	Iteration 6F: 3 clusters Score -178238.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -178340.703125 Penalty: 739.540039
	Iteration 7F: 3 clusters Score -178340.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -178419.812500 Penalty: 739.540039
	Iteration 8Q: 3 clusters Score -178419.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -178483.109375 Penalty: 739.540039
	Iteration 9Q: 3 clusters Score -178483.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -178543.421875 Penalty: 739.540039
	Iteration 10Q: 3 clusters Score -178543.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -178604.953125 Penalty: 739.540039
	Iteration 11Q: 3 clusters Score -178605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -178646.609375 Penalty: 739.540039
	Iteration 12Q: 3 clusters Score -178646.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -178677.203125 Penalty: 739.540039
	Iteration 13Q: 3 clusters Score -178677.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -178706.546875 Penalty: 739.540039
	Iteration 14Q: 3 clusters Score -178706.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -178725.515625 Penalty: 739.540039
	Iteration 15Q: 3 clusters Score -178725.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -178740.187500 Penalty: 739.540039
	Iteration 16Q: 3 clusters Score -178740.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -178755.078125 Penalty: 739.540039
	Iteration 17Q: 3 clusters Score -178755.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -178768.171875 Penalty: 739.540039
	Iteration 18Q: 3 clusters Score -178768.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -178784.000000 Penalty: 739.540039
	Iteration 19Q: 3 clusters Score -178784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -178799.734375 Penalty: 739.540039
	Iteration 20F: 3 clusters Score -178799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -178805.859375 Penalty: 739.540039
	Iteration 21Q: 3 clusters Score -178805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -178810.734375 Penalty: 739.540039
	Iteration 22Q: 3 clusters Score -178810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -178814.546875 Penalty: 739.540039
	Iteration 23Q: 3 clusters Score -178814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -178819.750000 Penalty: 739.540039
	Iteration 24Q: 3 clusters Score -178819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -178820.312500 Penalty: 739.540039
	Iteration 25Q: 3 clusters Score -178820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -178820.703125 Penalty: 739.540039
	Iteration 26Q: 3 clusters Score -178820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -178820.703125 Penalty: 739.540039
	Iteration 27F: 3 clusters Score -178820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -248569.046875 Penalty: 375.652008
	Iteration 0F: 2 clusters Score -248569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -245912.171875 Penalty: 751.304016
	Iteration 0F: 3 clusters Score -245912.2 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -246819.093750 Penalty: 751.304016
	Iteration 1F: 3 clusters Score -246819.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -246911.265625 Penalty: 751.304016
	Iteration 2F: 3 clusters Score -246911.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -246990.015625 Penalty: 751.304016
	Iteration 3Q: 3 clusters Score -246990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -247061.812500 Penalty: 751.304016
	Iteration 4Q: 3 clusters Score -247061.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -247141.156250 Penalty: 751.304016
	Iteration 5Q: 3 clusters Score -247141.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -247226.843750 Penalty: 751.304016
	Iteration 6Q: 3 clusters Score -247226.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -247331.187500 Penalty: 751.304016
	Iteration 7Q: 3 clusters Score -247331.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -247473.031250 Penalty: 751.304016
	Iteration 8Q: 3 clusters Score -247473 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -247619.109375 Penalty: 751.304016
	Iteration 9Q: 3 clusters Score -247619.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -247732.671875 Penalty: 751.304016
	Iteration 10Q: 3 clusters Score -247732.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -247790.640625 Penalty: 751.304016
	Iteration 11Q: 3 clusters Score -247790.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -247822.265625 Penalty: 751.304016
	Iteration 12Q: 3 clusters Score -247822.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -247840.312500 Penalty: 751.304016
	Iteration 13Q: 3 clusters Score -247840.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -247853.718750 Penalty: 751.304016
	Iteration 14Q: 3 clusters Score -247853.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -247864.046875 Penalty: 751.304016
	Iteration 15Q: 3 clusters Score -247864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -247875.187500 Penalty: 751.304016
	Iteration 16Q: 3 clusters Score -247875.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -247889.281250 Penalty: 751.304016
	Iteration 17Q: 3 clusters Score -247889.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -247898.468750 Penalty: 751.304016
	Iteration 18Q: 3 clusters Score -247898.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -247905.859375 Penalty: 751.304016
	Iteration 19Q: 3 clusters Score -247905.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -247911.843750 Penalty: 751.304016
	Iteration 20F: 3 clusters Score -247911.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -247916.906250 Penalty: 751.304016
	Iteration 21Q: 3 clusters Score -247916.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -247919.562500 Penalty: 751.304016
	Iteration 22Q: 3 clusters Score -247919.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -247922.750000 Penalty: 751.304016
	Iteration 23Q: 3 clusters Score -247922.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -247925.609375 Penalty: 751.304016
	Iteration 24Q: 3 clusters Score -247925.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -247929.734375 Penalty: 751.304016
	Iteration 25Q: 3 clusters Score -247929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -247932.437500 Penalty: 751.304016
	Iteration 26Q: 3 clusters Score -247932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -247935.000000 Penalty: 751.304016
	Iteration 27Q: 3 clusters Score -247935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -247937.453125 Penalty: 751.304016
	Iteration 28Q: 3 clusters Score -247937.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -247939.828125 Penalty: 751.304016
	Iteration 29Q: 3 clusters Score -247939.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -247941.281250 Penalty: 751.304016
	Iteration 30Q: 3 clusters Score -247941.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -247943.875000 Penalty: 751.304016
	Iteration 31Q: 3 clusters Score -247943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -247946.843750 Penalty: 751.304016
	Iteration 32Q: 3 clusters Score -247946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -247948.875000 Penalty: 751.304016
	Iteration 33Q: 3 clusters Score -247948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -247949.937500 Penalty: 751.304016
	Iteration 34Q: 3 clusters Score -247949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -247950.093750 Penalty: 751.304016
	Iteration 35Q: 3 clusters Score -247950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -247950.484375 Penalty: 751.304016
	Iteration 36Q: 3 clusters Score -247950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -247950.921875 Penalty: 751.304016
	Iteration 37Q: 3 clusters Score -247950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -247950.906250 Penalty: 751.304016
	Iteration 38Q: 3 clusters Score -247950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -247951.515625 Penalty: 751.304016
	Iteration 39Q: 3 clusters Score -247951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -247951.453125 Penalty: 751.304016
	Iteration 40F: 3 clusters Score -247951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -247952.234375 Penalty: 751.304016
	Iteration 41Q: 3 clusters Score -247952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -247952.500000 Penalty: 751.304016
	Iteration 42Q: 3 clusters Score -247952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -247952.468750 Penalty: 751.304016
	Iteration 43Q: 3 clusters Score -247952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -247952.640625 Penalty: 751.304016
	Iteration 44Q: 3 clusters Score -247952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -247952.609375 Penalty: 751.304016
	Iteration 45Q: 3 clusters Score -247952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -247952.734375 Penalty: 751.304016
	Iteration 46Q: 3 clusters Score -247952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -247953.578125 Penalty: 751.304016
	Iteration 47Q: 3 clusters Score -247953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -247954.078125 Penalty: 751.304016
	Iteration 48Q: 3 clusters Score -247954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -247954.703125 Penalty: 751.304016
	Iteration 49Q: 3 clusters Score -247954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -247954.875000 Penalty: 751.304016
	Iteration 50Q: 3 clusters Score -247954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -247955.609375 Penalty: 751.304016
	Iteration 51Q: 3 clusters Score -247955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -247955.703125 Penalty: 751.304016
	Iteration 52Q: 3 clusters Score -247955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -247956.390625 Penalty: 751.304016
	Iteration 53Q: 3 clusters Score -247956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -247957.062500 Penalty: 751.304016
	Iteration 54Q: 3 clusters Score -247957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -247957.781250 Penalty: 751.304016
	Iteration 55Q: 3 clusters Score -247957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -247959.078125 Penalty: 751.304016
	Iteration 56Q: 3 clusters Score -247959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -247959.046875 Penalty: 751.304016
	Iteration 57Q: 3 clusters Score -247959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -247959.062500 Penalty: 751.304016
	Iteration 58Q: 3 clusters Score -247959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -247959.062500 Penalty: 751.304016
	Iteration 59F: 3 clusters Score -247959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58110.226562 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58110.23 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58338.910156 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58338.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -58409.917969 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58409.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58468.988281 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58468.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -58530.679688 Penalty: 633.650269
	Iteration 4F: 3 clusters Score -58530.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58566.328125 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -58566.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58616.542969 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -58616.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -58659.464844 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58659.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58687.472656 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58687.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -58710.527344 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58710.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -58725.816406 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58725.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -58750.167969 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58750.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -58784.859375 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58784.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -58824.117188 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58824.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -58866.195312 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -58866.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -58899.917969 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -58899.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -58934.859375 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -58934.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -58959.976562 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -58959.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -58975.609375 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -58975.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -58982.812500 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -58982.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -58984.695312 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -58984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -58989.824219 Penalty: 633.650269
	Iteration 21Q: 3 clusters Score -58989.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58991.425781 Penalty: 633.650269
	Iteration 22Q: 3 clusters Score -58991.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58991.886719 Penalty: 633.650269
	Iteration 23Q: 3 clusters Score -58991.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58991.886719 Penalty: 633.650269
	Iteration 24F: 3 clusters Score -58991.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 341 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37944 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178484 members 
Mstep: Class 28 contains 716 members 
Entering Unmasked Estep 
Score: -23060664.000000 Penalty: 16460.697266
Splitting cluster 11 changes total score from -23060872.000000 to -23060664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -83602.695312 Penalty: 333.741669
	Iteration 0F: 2 clusters Score -83602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -82460.164062 Penalty: 667.483337
	Iteration 0F: 3 clusters Score -82460.16 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82877.335938 Penalty: 667.483337
	Iteration 1F: 3 clusters Score -82877.34 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82949.367188 Penalty: 667.483337
	Iteration 2F: 3 clusters Score -82949.37 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -83015.179688 Penalty: 667.483337
	Iteration 3F: 3 clusters Score -83015.18 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83073.984375 Penalty: 667.483337
	Iteration 4F: 3 clusters Score -83073.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -83109.156250 Penalty: 667.483337
	Iteration 5Q: 3 clusters Score -83109.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83129.312500 Penalty: 667.483337
	Iteration 6Q: 3 clusters Score -83129.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83140.523438 Penalty: 667.483337
	Iteration 7Q: 3 clusters Score -83140.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83149.093750 Penalty: 667.483337
	Iteration 8Q: 3 clusters Score -83149.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83153.679688 Penalty: 667.483337
	Iteration 9Q: 3 clusters Score -83153.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83156.453125 Penalty: 667.483337
	Iteration 10Q: 3 clusters Score -83156.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83161.734375 Penalty: 667.483337
	Iteration 11Q: 3 clusters Score -83161.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83164.335938 Penalty: 667.483337
	Iteration 12Q: 3 clusters Score -83164.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83166.257812 Penalty: 667.483337
	Iteration 13Q: 3 clusters Score -83166.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83168.375000 Penalty: 667.483337
	Iteration 14Q: 3 clusters Score -83168.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83170.367188 Penalty: 667.483337
	Iteration 15Q: 3 clusters Score -83170.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83173.812500 Penalty: 667.483337
	Iteration 16Q: 3 clusters Score -83173.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83175.710938 Penalty: 667.483337
	Iteration 17Q: 3 clusters Score -83175.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83178.562500 Penalty: 667.483337
	Iteration 18Q: 3 clusters Score -83178.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83182.312500 Penalty: 667.483337
	Iteration 19Q: 3 clusters Score -83182.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83189.148438 Penalty: 667.483337
	Iteration 20F: 3 clusters Score -83189.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83197.132812 Penalty: 667.483337
	Iteration 21Q: 3 clusters Score -83197.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83200.328125 Penalty: 667.483337
	Iteration 22Q: 3 clusters Score -83200.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83204.195312 Penalty: 667.483337
	Iteration 23Q: 3 clusters Score -83204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83205.953125 Penalty: 667.483337
	Iteration 24Q: 3 clusters Score -83205.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83208.320312 Penalty: 667.483337
	Iteration 25Q: 3 clusters Score -83208.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83211.117188 Penalty: 667.483337
	Iteration 26Q: 3 clusters Score -83211.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83215.945312 Penalty: 667.483337
	Iteration 27Q: 3 clusters Score -83215.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83223.875000 Penalty: 667.483337
	Iteration 28Q: 3 clusters Score -83223.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83241.281250 Penalty: 667.483337
	Iteration 29Q: 3 clusters Score -83241.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83258.250000 Penalty: 667.483337
	Iteration 30Q: 3 clusters Score -83258.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83274.851562 Penalty: 667.483337
	Iteration 31Q: 3 clusters Score -83274.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83287.960938 Penalty: 667.483337
	Iteration 32Q: 3 clusters Score -83287.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83302.820312 Penalty: 667.483337
	Iteration 33Q: 3 clusters Score -83302.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83310.921875 Penalty: 667.483337
	Iteration 34Q: 3 clusters Score -83310.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83315.226562 Penalty: 667.483337
	Iteration 35Q: 3 clusters Score -83315.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83315.734375 Penalty: 667.483337
	Iteration 36Q: 3 clusters Score -83315.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83316.585938 Penalty: 667.483337
	Iteration 37Q: 3 clusters Score -83316.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83316.703125 Penalty: 667.483337
	Iteration 38Q: 3 clusters Score -83316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83316.703125 Penalty: 667.483337
	Iteration 39F: 3 clusters Score -83316.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 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 804 members 
Entering Unmasked Estep 
Score: -86849.398438 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86849.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -87267.929688 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87267.93 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -87348.890625 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87348.89 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -87434.812500 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87434.81 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -87516.304688 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -87516.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -87588.546875 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -87588.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -87650.843750 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87650.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -87706.828125 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87706.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -87749.570312 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87749.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -87776.593750 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87776.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -87790.093750 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87790.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -87795.609375 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87795.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -87798.500000 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -87799.750000 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87799.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -87800.484375 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87800.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -87800.882812 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87800.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -87801.281250 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87801.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -87801.304688 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -87801.765625 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87801.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -87802.843750 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87802.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -87803.070312 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87803.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -87803.421875 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87803.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -87803.421875 Penalty: 670.058411
	Iteration 22F: 3 clusters Score -87803.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Entering Unmasked Estep 
Score: -2116536.750000 Penalty: 479.745941
	Iteration 0F: 2 clusters Score -2116537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2090995.125000 Penalty: 959.491882
	Iteration 0F: 3 clusters Score -2090995 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2102847.000000 Penalty: 959.491882
	Iteration 1F: 3 clusters Score -2102847 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2103959.500000 Penalty: 959.491882
	Iteration 2F: 3 clusters Score -2103960 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2105348.750000 Penalty: 959.491882
	Iteration 3F: 3 clusters Score -2105349 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2106938.500000 Penalty: 959.491882
	Iteration 4F: 3 clusters Score -2106938 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2108259.000000 Penalty: 959.491882
	Iteration 5F: 3 clusters Score -2108259 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2109178.000000 Penalty: 959.491882
	Iteration 6Q: 3 clusters Score -2109178 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2109604.500000 Penalty: 959.491882
	Iteration 7Q: 3 clusters Score -2109604 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2109837.250000 Penalty: 959.491882
	Iteration 8Q: 3 clusters Score -2109837 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2110027.000000 Penalty: 959.491882
	Iteration 9Q: 3 clusters Score -2110027 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2110261.750000 Penalty: 959.491882
	Iteration 10Q: 3 clusters Score -2110262 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2110479.500000 Penalty: 959.491882
	Iteration 11Q: 3 clusters Score -2110480 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2110741.250000 Penalty: 959.491882
	Iteration 12Q: 3 clusters Score -2110741 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2111030.750000 Penalty: 959.491882
	Iteration 13Q: 3 clusters Score -2111031 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2111383.250000 Penalty: 959.491882
	Iteration 14Q: 3 clusters Score -2111383 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2111747.000000 Penalty: 959.491882
	Iteration 15Q: 3 clusters Score -2111747 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2112164.250000 Penalty: 959.491882
	Iteration 16Q: 3 clusters Score -2112164 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2112625.250000 Penalty: 959.491882
	Iteration 17Q: 3 clusters Score -2112625 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2113093.750000 Penalty: 959.491882
	Iteration 18Q: 3 clusters Score -2113094 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2113624.750000 Penalty: 959.491882
	Iteration 19Q: 3 clusters Score -2113625 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2114189.250000 Penalty: 959.491882
	Iteration 20F: 3 clusters Score -2114189 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2114688.750000 Penalty: 959.491882
	Iteration 21Q: 3 clusters Score -2114689 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2115082.750000 Penalty: 959.491882
	Iteration 22Q: 3 clusters Score -2115083 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2115426.500000 Penalty: 959.491882
	Iteration 23Q: 3 clusters Score -2115426 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2115704.000000 Penalty: 959.491882
	Iteration 24Q: 3 clusters Score -2115704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2115894.250000 Penalty: 959.491882
	Iteration 25Q: 3 clusters Score -2115894 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2116009.500000 Penalty: 959.491882
	Iteration 26Q: 3 clusters Score -2116010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2116066.250000 Penalty: 959.491882
	Iteration 27Q: 3 clusters Score -2116066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2116101.500000 Penalty: 959.491882
	Iteration 28Q: 3 clusters Score -2116102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2116133.250000 Penalty: 959.491882
	Iteration 29Q: 3 clusters Score -2116133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2116156.500000 Penalty: 959.491882
	Iteration 30Q: 3 clusters Score -2116156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2116164.000000 Penalty: 959.491882
	Iteration 31Q: 3 clusters Score -2116164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2116169.250000 Penalty: 959.491882
	Iteration 32Q: 3 clusters Score -2116169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2116175.250000 Penalty: 959.491882
	Iteration 33Q: 3 clusters Score -2116175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2116181.500000 Penalty: 959.491882
	Iteration 34Q: 3 clusters Score -2116182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2116186.500000 Penalty: 959.491882
	Iteration 35Q: 3 clusters Score -2116186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2116186.750000 Penalty: 959.491882
	Iteration 36Q: 3 clusters Score -2116187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2116188.250000 Penalty: 959.491882
	Iteration 37Q: 3 clusters Score -2116188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2116190.750000 Penalty: 959.491882
	Iteration 38Q: 3 clusters Score -2116191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2116192.500000 Penalty: 959.491882
	Iteration 39F: 3 clusters Score -2116192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2116194.250000 Penalty: 959.491882
	Iteration 40F: 3 clusters Score -2116194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2116196.500000 Penalty: 959.491882
	Iteration 41Q: 3 clusters Score -2116196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2116197.250000 Penalty: 959.491882
	Iteration 42Q: 3 clusters Score -2116197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2116197.250000 Penalty: 959.491882
	Iteration 43F: 3 clusters Score -2116197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -214798.171875 Penalty: 374.877472
	Iteration 0F: 2 clusters Score -214798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -212219.875000 Penalty: 749.754944
	Iteration 0F: 3 clusters Score -212219.9 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -213221.718750 Penalty: 749.754944
	Iteration 1F: 3 clusters Score -213221.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -213339.921875 Penalty: 749.754944
	Iteration 2F: 3 clusters Score -213339.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -213451.296875 Penalty: 749.754944
	Iteration 3F: 3 clusters Score -213451.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -213581.781250 Penalty: 749.754944
	Iteration 4F: 3 clusters Score -213581.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -213713.625000 Penalty: 749.754944
	Iteration 5F: 3 clusters Score -213713.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -213834.484375 Penalty: 749.754944
	Iteration 6Q: 3 clusters Score -213834.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -213986.250000 Penalty: 749.754944
	Iteration 7Q: 3 clusters Score -213986.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -214109.203125 Penalty: 749.754944
	Iteration 8Q: 3 clusters Score -214109.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -214232.984375 Penalty: 749.754944
	Iteration 9Q: 3 clusters Score -214233 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -214327.625000 Penalty: 749.754944
	Iteration 10Q: 3 clusters Score -214327.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -214386.343750 Penalty: 749.754944
	Iteration 11Q: 3 clusters Score -214386.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -214415.953125 Penalty: 749.754944
	Iteration 12Q: 3 clusters Score -214416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -214431.828125 Penalty: 749.754944
	Iteration 13Q: 3 clusters Score -214431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -214438.656250 Penalty: 749.754944
	Iteration 14Q: 3 clusters Score -214438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -214447.890625 Penalty: 749.754944
	Iteration 15Q: 3 clusters Score -214447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -214453.890625 Penalty: 749.754944
	Iteration 16Q: 3 clusters Score -214453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -214457.796875 Penalty: 749.754944
	Iteration 17Q: 3 clusters Score -214457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -214460.468750 Penalty: 749.754944
	Iteration 18Q: 3 clusters Score -214460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -214464.031250 Penalty: 749.754944
	Iteration 19Q: 3 clusters Score -214464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -214469.593750 Penalty: 749.754944
	Iteration 20F: 3 clusters Score -214469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -214471.156250 Penalty: 749.754944
	Iteration 21Q: 3 clusters Score -214471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -214475.500000 Penalty: 749.754944
	Iteration 22Q: 3 clusters Score -214475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -214475.968750 Penalty: 749.754944
	Iteration 23Q: 3 clusters Score -214476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -214476.203125 Penalty: 749.754944
	Iteration 24Q: 3 clusters Score -214476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -214476.343750 Penalty: 749.754944
	Iteration 25Q: 3 clusters Score -214476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -214476.812500 Penalty: 749.754944
	Iteration 26Q: 3 clusters Score -214476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -214476.812500 Penalty: 749.754944
	Iteration 27F: 3 clusters Score -214476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11296.939453 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11296.94 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 113 members 
Entering Unmasked Estep 
Score: -10983.656250 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -10983.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11081.600586 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11109.200195 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11123.040039 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -11123.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11140.644531 Penalty: 494.865234
	Iteration 4F: 3 clusters Score -11140.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11168.757812 Penalty: 494.865234
	Iteration 5F: 3 clusters Score -11168.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11189.224609 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11189.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11193.824219 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11193.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11193.824219 Penalty: 494.865234
	Iteration 8F: 3 clusters Score -11193.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -59805.195312 Penalty: 314.620270
	Iteration 0F: 2 clusters Score -59805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59021.636719 Penalty: 629.240540
	Iteration 0F: 3 clusters Score -59021.64 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -59312.628906 Penalty: 629.240540
	Iteration 1F: 3 clusters Score -59312.63 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59457.035156 Penalty: 629.240540
	Iteration 2F: 3 clusters Score -59457.04 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59544.773438 Penalty: 629.240540
	Iteration 3F: 3 clusters Score -59544.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59597.226562 Penalty: 629.240540
	Iteration 4F: 3 clusters Score -59597.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59632.125000 Penalty: 629.240540
	Iteration 5Q: 3 clusters Score -59632.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59658.437500 Penalty: 629.240540
	Iteration 6Q: 3 clusters Score -59658.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59690.003906 Penalty: 629.240540
	Iteration 7Q: 3 clusters Score -59690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59715.101562 Penalty: 629.240540
	Iteration 8Q: 3 clusters Score -59715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59726.714844 Penalty: 629.240540
	Iteration 9Q: 3 clusters Score -59726.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59736.183594 Penalty: 629.240540
	Iteration 10Q: 3 clusters Score -59736.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59741.015625 Penalty: 629.240540
	Iteration 11Q: 3 clusters Score -59741.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59741.449219 Penalty: 629.240540
	Iteration 12Q: 3 clusters Score -59741.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59741.648438 Penalty: 629.240540
	Iteration 13Q: 3 clusters Score -59741.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59741.648438 Penalty: 629.240540
	Iteration 14F: 3 clusters Score -59741.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -208144.984375 Penalty: 369.689270
	Iteration 0F: 2 clusters Score -208145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -205880.281250 Penalty: 739.378540
	Iteration 0F: 3 clusters Score -205880.3 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -206734.640625 Penalty: 739.378540
	Iteration 1F: 3 clusters Score -206734.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -206878.187500 Penalty: 739.378540
	Iteration 2F: 3 clusters Score -206878.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -207017.843750 Penalty: 739.378540
	Iteration 3F: 3 clusters Score -207017.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -207178.359375 Penalty: 739.378540
	Iteration 4F: 3 clusters Score -207178.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207354.203125 Penalty: 739.378540
	Iteration 5F: 3 clusters Score -207354.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -207497.109375 Penalty: 739.378540
	Iteration 6F: 3 clusters Score -207497.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -207570.453125 Penalty: 739.378540
	Iteration 7Q: 3 clusters Score -207570.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -207621.500000 Penalty: 739.378540
	Iteration 8Q: 3 clusters Score -207621.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -207662.890625 Penalty: 739.378540
	Iteration 9Q: 3 clusters Score -207662.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -207693.437500 Penalty: 739.378540
	Iteration 10Q: 3 clusters Score -207693.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -207715.062500 Penalty: 739.378540
	Iteration 11Q: 3 clusters Score -207715.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -207729.218750 Penalty: 739.378540
	Iteration 12Q: 3 clusters Score -207729.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -207736.156250 Penalty: 739.378540
	Iteration 13Q: 3 clusters Score -207736.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -207742.406250 Penalty: 739.378540
	Iteration 14Q: 3 clusters Score -207742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -207747.359375 Penalty: 739.378540
	Iteration 15Q: 3 clusters Score -207747.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -207753.125000 Penalty: 739.378540
	Iteration 16Q: 3 clusters Score -207753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -207757.406250 Penalty: 739.378540
	Iteration 17Q: 3 clusters Score -207757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -207759.718750 Penalty: 739.378540
	Iteration 18Q: 3 clusters Score -207759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -207760.125000 Penalty: 739.378540
	Iteration 19Q: 3 clusters Score -207760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -207761.640625 Penalty: 739.378540
	Iteration 20F: 3 clusters Score -207761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -207763.359375 Penalty: 739.378540
	Iteration 21Q: 3 clusters Score -207763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -207765.765625 Penalty: 739.378540
	Iteration 22Q: 3 clusters Score -207765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -207769.062500 Penalty: 739.378540
	Iteration 23Q: 3 clusters Score -207769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -207772.781250 Penalty: 739.378540
	Iteration 24Q: 3 clusters Score -207772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -207777.281250 Penalty: 739.378540
	Iteration 25Q: 3 clusters Score -207777.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -207785.609375 Penalty: 739.378540
	Iteration 26Q: 3 clusters Score -207785.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -207794.359375 Penalty: 739.378540
	Iteration 27Q: 3 clusters Score -207794.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -207798.968750 Penalty: 739.378540
	Iteration 28Q: 3 clusters Score -207799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -207805.375000 Penalty: 739.378540
	Iteration 29Q: 3 clusters Score -207805.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -207810.171875 Penalty: 739.378540
	Iteration 30Q: 3 clusters Score -207810.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -207816.687500 Penalty: 739.378540
	Iteration 31Q: 3 clusters Score -207816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -207823.562500 Penalty: 739.378540
	Iteration 32Q: 3 clusters Score -207823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -207829.640625 Penalty: 739.378540
	Iteration 33Q: 3 clusters Score -207829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -207832.062500 Penalty: 739.378540
	Iteration 34Q: 3 clusters Score -207832.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -207833.578125 Penalty: 739.378540
	Iteration 35Q: 3 clusters Score -207833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -207833.984375 Penalty: 739.378540
	Iteration 36Q: 3 clusters Score -207834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -207833.984375 Penalty: 739.378540
	Iteration 37F: 3 clusters Score -207834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Entering Unmasked Estep 
Score: -902680.187500 Penalty: 439.489990
	Iteration 0F: 2 clusters Score -902680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -892227.875000 Penalty: 878.979980
	Iteration 0F: 3 clusters Score -892227.9 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -896703.812500 Penalty: 878.979980
	Iteration 1F: 3 clusters Score -896703.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -897150.375000 Penalty: 878.979980
	Iteration 2F: 3 clusters Score -897150.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -897681.625000 Penalty: 878.979980
	Iteration 3F: 3 clusters Score -897681.6 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -898395.562500 Penalty: 878.979980
	Iteration 4F: 3 clusters Score -898395.6 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -899123.937500 Penalty: 878.979980
	Iteration 5F: 3 clusters Score -899123.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -899587.687500 Penalty: 878.979980
	Iteration 6F: 3 clusters Score -899587.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -899831.125000 Penalty: 878.979980
	Iteration 7Q: 3 clusters Score -899831.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -899986.812500 Penalty: 878.979980
	Iteration 8Q: 3 clusters Score -899986.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -900088.000000 Penalty: 878.979980
	Iteration 9Q: 3 clusters Score -900088 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -900190.875000 Penalty: 878.979980
	Iteration 10Q: 3 clusters Score -900190.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -900304.187500 Penalty: 878.979980
	Iteration 11Q: 3 clusters Score -900304.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -900410.937500 Penalty: 878.979980
	Iteration 12Q: 3 clusters Score -900410.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -900534.437500 Penalty: 878.979980
	Iteration 13Q: 3 clusters Score -900534.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -900668.562500 Penalty: 878.979980
	Iteration 14Q: 3 clusters Score -900668.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -900793.687500 Penalty: 878.979980
	Iteration 15Q: 3 clusters Score -900793.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -900924.562500 Penalty: 878.979980
	Iteration 16Q: 3 clusters Score -900924.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -901072.937500 Penalty: 878.979980
	Iteration 17Q: 3 clusters Score -901072.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -901224.750000 Penalty: 878.979980
	Iteration 18Q: 3 clusters Score -901224.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -901386.000000 Penalty: 878.979980
	Iteration 19Q: 3 clusters Score -901386 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -901560.000000 Penalty: 878.979980
	Iteration 20F: 3 clusters Score -901560 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -901731.250000 Penalty: 878.979980
	Iteration 21Q: 3 clusters Score -901731.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -901868.812500 Penalty: 878.979980
	Iteration 22Q: 3 clusters Score -901868.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -901989.625000 Penalty: 878.979980
	Iteration 23Q: 3 clusters Score -901989.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -902082.062500 Penalty: 878.979980
	Iteration 24Q: 3 clusters Score -902082.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -902127.375000 Penalty: 878.979980
	Iteration 25Q: 3 clusters Score -902127.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -902171.312500 Penalty: 878.979980
	Iteration 26Q: 3 clusters Score -902171.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -902212.875000 Penalty: 878.979980
	Iteration 27Q: 3 clusters Score -902212.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -902245.812500 Penalty: 878.979980
	Iteration 28Q: 3 clusters Score -902245.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -902273.375000 Penalty: 878.979980
	Iteration 29Q: 3 clusters Score -902273.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -902295.000000 Penalty: 878.979980
	Iteration 30Q: 3 clusters Score -902295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -902312.312500 Penalty: 878.979980
	Iteration 31Q: 3 clusters Score -902312.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -902327.500000 Penalty: 878.979980
	Iteration 32Q: 3 clusters Score -902327.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -902339.187500 Penalty: 878.979980
	Iteration 33Q: 3 clusters Score -902339.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -902346.875000 Penalty: 878.979980
	Iteration 34Q: 3 clusters Score -902346.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -902352.812500 Penalty: 878.979980
	Iteration 35Q: 3 clusters Score -902352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -902356.937500 Penalty: 878.979980
	Iteration 36Q: 3 clusters Score -902356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -902358.187500 Penalty: 878.979980
	Iteration 37Q: 3 clusters Score -902358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -902360.875000 Penalty: 878.979980
	Iteration 38Q: 3 clusters Score -902360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -902360.875000 Penalty: 878.979980
	Iteration 39Q: 3 clusters Score -902360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -902362.312500 Penalty: 878.979980
	Iteration 40F: 3 clusters Score -902362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -902364.312500 Penalty: 878.979980
	Iteration 41Q: 3 clusters Score -902364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -902363.562500 Penalty: 878.979980
	Iteration 42Q: 3 clusters Score -902363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -902364.500000 Penalty: 878.979980
	Iteration 43Q: 3 clusters Score -902364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -902362.812500 Penalty: 878.979980
	Iteration 44Q: 3 clusters Score -902362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -902363.312500 Penalty: 878.979980
	Iteration 45Q: 3 clusters Score -902363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -902363.312500 Penalty: 878.979980
	Iteration 46F: 3 clusters Score -902363.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Entering Unmasked Estep 
Score: -320092.468750 Penalty: 394.900970
	Iteration 0F: 2 clusters Score -320092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -316127.843750 Penalty: 789.801941
	Iteration 0F: 3 clusters Score -316127.8 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -317652.406250 Penalty: 789.801941
	Iteration 1F: 3 clusters Score -317652.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -317825.500000 Penalty: 789.801941
	Iteration 2F: 3 clusters Score -317825.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -318041.468750 Penalty: 789.801941
	Iteration 3F: 3 clusters Score -318041.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -318273.562500 Penalty: 789.801941
	Iteration 4F: 3 clusters Score -318273.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -318523.437500 Penalty: 789.801941
	Iteration 5F: 3 clusters Score -318523.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -318763.781250 Penalty: 789.801941
	Iteration 6F: 3 clusters Score -318763.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -318968.000000 Penalty: 789.801941
	Iteration 7Q: 3 clusters Score -318968 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -319126.343750 Penalty: 789.801941
	Iteration 8Q: 3 clusters Score -319126.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -319285.375000 Penalty: 789.801941
	Iteration 9Q: 3 clusters Score -319285.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -319389.687500 Penalty: 789.801941
	Iteration 10Q: 3 clusters Score -319389.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -319476.250000 Penalty: 789.801941
	Iteration 11Q: 3 clusters Score -319476.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -319541.250000 Penalty: 789.801941
	Iteration 12Q: 3 clusters Score -319541.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -319598.250000 Penalty: 789.801941
	Iteration 13Q: 3 clusters Score -319598.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -319662.156250 Penalty: 789.801941
	Iteration 14Q: 3 clusters Score -319662.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -319698.343750 Penalty: 789.801941
	Iteration 15Q: 3 clusters Score -319698.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -319717.093750 Penalty: 789.801941
	Iteration 16Q: 3 clusters Score -319717.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -319727.000000 Penalty: 789.801941
	Iteration 17Q: 3 clusters Score -319727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -319732.750000 Penalty: 789.801941
	Iteration 18Q: 3 clusters Score -319732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -319737.031250 Penalty: 789.801941
	Iteration 19Q: 3 clusters Score -319737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -319740.125000 Penalty: 789.801941
	Iteration 20F: 3 clusters Score -319740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -319742.812500 Penalty: 789.801941
	Iteration 21Q: 3 clusters Score -319742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -319745.531250 Penalty: 789.801941
	Iteration 22Q: 3 clusters Score -319745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -319747.375000 Penalty: 789.801941
	Iteration 23Q: 3 clusters Score -319747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -319748.062500 Penalty: 789.801941
	Iteration 24Q: 3 clusters Score -319748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -319750.687500 Penalty: 789.801941
	Iteration 25Q: 3 clusters Score -319750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -319752.031250 Penalty: 789.801941
	Iteration 26Q: 3 clusters Score -319752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -319753.125000 Penalty: 789.801941
	Iteration 27Q: 3 clusters Score -319753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -319753.093750 Penalty: 789.801941
	Iteration 28Q: 3 clusters Score -319753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -319753.406250 Penalty: 789.801941
	Iteration 29Q: 3 clusters Score -319753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -319753.406250 Penalty: 789.801941
	Iteration 30F: 3 clusters Score -319753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -106149.578125 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106149.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -106616.132812 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106616.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106672.703125 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106672.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106725.750000 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106725.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -106771.609375 Penalty: 687.634949
	Iteration 4Q: 3 clusters Score -106771.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -106830.960938 Penalty: 687.634949
	Iteration 5Q: 3 clusters Score -106831 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106913.437500 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -106913.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -107000.257812 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107000.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107053.382812 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107053.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107072.468750 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107072.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107085.085938 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107085.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107092.367188 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107092.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107098.617188 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107102.171875 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107105.320312 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107105.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107107.992188 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107109.609375 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107111.515625 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107111.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107115.757812 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107115.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -107119.140625 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107120.390625 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107121.812500 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -107121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107122.367188 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -107122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107123.453125 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -107123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107124.687500 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -107124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107126.937500 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -107126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107127.664062 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -107127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107128.382812 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -107128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107129.406250 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -107129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107129.890625 Penalty: 687.634949
	Iteration 29Q: 3 clusters Score -107129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107130.375000 Penalty: 687.634949
	Iteration 30Q: 3 clusters Score -107130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107130.804688 Penalty: 687.634949
	Iteration 31Q: 3 clusters Score -107130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107131.406250 Penalty: 687.634949
	Iteration 32Q: 3 clusters Score -107131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107131.468750 Penalty: 687.634949
	Iteration 33Q: 3 clusters Score -107131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107131.468750 Penalty: 687.634949
	Iteration 34F: 3 clusters Score -107131.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -45246.035156 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45246.04 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -45416.867188 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45416.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -45453.968750 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45453.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -45476.828125 Penalty: 609.654541
	Iteration 3Q: 3 clusters Score -45476.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45491.136719 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45491.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45500.953125 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45500.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45514.316406 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45514.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45523.816406 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45523.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -45528.554688 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45528.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -45536.738281 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45536.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -45547.195312 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45547.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -45556.773438 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45556.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -45562.464844 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45562.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -45569.417969 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45569.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -45573.894531 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45573.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -45579.585938 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45579.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -45586.207031 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45586.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -45594.988281 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45594.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -45604.976562 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45604.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -45610.417969 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45610.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -45615.089844 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45615.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -45619.148438 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45619.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45622.410156 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45622.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -45626.382812 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45626.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -45631.238281 Penalty: 609.654541
	Iteration 24Q: 3 clusters Score -45631.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -45637.433594 Penalty: 609.654541
	Iteration 25Q: 3 clusters Score -45637.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -45642.367188 Penalty: 609.654541
	Iteration 26Q: 3 clusters Score -45642.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -45647.062500 Penalty: 609.654541
	Iteration 27Q: 3 clusters Score -45647.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -45650.550781 Penalty: 609.654541
	Iteration 28Q: 3 clusters Score -45650.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -45654.312500 Penalty: 609.654541
	Iteration 29Q: 3 clusters Score -45654.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -45658.066406 Penalty: 609.654541
	Iteration 30Q: 3 clusters Score -45658.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -45659.808594 Penalty: 609.654541
	Iteration 31Q: 3 clusters Score -45659.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -45660.320312 Penalty: 609.654541
	Iteration 32Q: 3 clusters Score -45660.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -45660.320312 Penalty: 609.654541
	Iteration 33F: 3 clusters Score -45660.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -13198.780273 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -13198.78 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 139 members 
Entering Unmasked Estep 
Score: -12883.934570 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -12883.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12995.864258 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -12995.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13033.288086 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -13033.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13051.367188 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -13051.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13056.547852 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -13056.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13061.257812 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -13061.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13063.839844 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -13063.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13065.925781 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -13065.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13066.692383 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -13066.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13066.692383 Penalty: 505.319305
	Iteration 9F: 3 clusters Score -13066.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Entering Unmasked Estep 
Score: -852912.000000 Penalty: 432.769043
	Iteration 0F: 2 clusters Score -852912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -843858.187500 Penalty: 865.538086
	Iteration 0F: 3 clusters Score -843858.2 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -847385.687500 Penalty: 865.538086
	Iteration 1F: 3 clusters Score -847385.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -847562.687500 Penalty: 865.538086
	Iteration 2Q: 3 clusters Score -847562.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -847732.625000 Penalty: 865.538086
	Iteration 3Q: 3 clusters Score -847732.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -847934.250000 Penalty: 865.538086
	Iteration 4Q: 3 clusters Score -847934.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -848206.625000 Penalty: 865.538086
	Iteration 5Q: 3 clusters Score -848206.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -848624.812500 Penalty: 865.538086
	Iteration 6F: 3 clusters Score -848624.8 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -849337.812500 Penalty: 865.538086
	Iteration 7F: 3 clusters Score -849337.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -850350.062500 Penalty: 865.538086
	Iteration 8F: 3 clusters Score -850350.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -851429.062500 Penalty: 865.538086
	Iteration 9F: 3 clusters Score -851429.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -852113.437500 Penalty: 865.538086
	Iteration 10Q: 3 clusters Score -852113.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -852406.312500 Penalty: 865.538086
	Iteration 11Q: 3 clusters Score -852406.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -852504.062500 Penalty: 865.538086
	Iteration 12Q: 3 clusters Score -852504.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -852546.437500 Penalty: 865.538086
	Iteration 13Q: 3 clusters Score -852546.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -852574.750000 Penalty: 865.538086
	Iteration 14Q: 3 clusters Score -852574.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -852585.312500 Penalty: 865.538086
	Iteration 15Q: 3 clusters Score -852585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -852589.562500 Penalty: 865.538086
	Iteration 16Q: 3 clusters Score -852589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -852591.937500 Penalty: 865.538086
	Iteration 17Q: 3 clusters Score -852591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -852596.000000 Penalty: 865.538086
	Iteration 18Q: 3 clusters Score -852596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -852598.312500 Penalty: 865.538086
	Iteration 19Q: 3 clusters Score -852598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -852600.375000 Penalty: 865.538086
	Iteration 20F: 3 clusters Score -852600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -852602.500000 Penalty: 865.538086
	Iteration 21Q: 3 clusters Score -852602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -852601.812500 Penalty: 865.538086
	Iteration 22Q: 3 clusters Score -852601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -852603.312500 Penalty: 865.538086
	Iteration 23Q: 3 clusters Score -852603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -852605.125000 Penalty: 865.538086
	Iteration 24Q: 3 clusters Score -852605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -852604.812500 Penalty: 865.538086
	Iteration 25Q: 3 clusters Score -852604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -852605.625000 Penalty: 865.538086
	Iteration 26Q: 3 clusters Score -852605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -852605.625000 Penalty: 865.538086
	Iteration 27F: 3 clusters Score -852605.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 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 236 members 
Entering Unmasked Estep 
Score: -26277.460938 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26277.46 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26445.744141 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26445.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26507.121094 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26507.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26552.261719 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -26552.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26587.759766 Penalty: 562.003906
	Iteration 4F: 3 clusters Score -26587.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26604.322266 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26604.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26613.470703 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26613.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26627.839844 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26627.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26654.574219 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26654.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26668.796875 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26673.871094 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26673.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26675.636719 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26675.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26678.121094 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -26678.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26678.972656 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -26678.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26678.972656 Penalty: 562.003906
	Iteration 14F: 3 clusters Score -26678.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7798.670410 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7798.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7850.850586 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7850.851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7888.071777 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -7888.072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7902.470703 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -7902.471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7910.721191 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -7910.721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7913.552734 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -7913.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7913.552734 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -7913.553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (178484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178484 members 
Entering Unmasked Estep 
Score: -10406972.000000 Penalty: 550.197571
	Iteration 0F: 2 clusters Score -1.040697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -10294186.000000 Penalty: 1100.395142
	Iteration 0F: 3 clusters Score -1.029419e+07 nChanged 87770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -10348996.000000 Penalty: 1100.395142
	Iteration 1F: 3 clusters Score -1.0349e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -10351629.000000 Penalty: 1100.395142
	Iteration 2Q: 3 clusters Score -1.035163e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -10355526.000000 Penalty: 1100.395142
	Iteration 3Q: 3 clusters Score -1.035553e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -10361496.000000 Penalty: 1100.395142
	Iteration 4F: 3 clusters Score -1.03615e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -10369755.000000 Penalty: 1100.395142
	Iteration 5F: 3 clusters Score -1.036976e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -10379122.000000 Penalty: 1100.395142
	Iteration 6F: 3 clusters Score -1.037912e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -10386940.000000 Penalty: 1100.395142
	Iteration 7F: 3 clusters Score -1.038694e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -10391824.000000 Penalty: 1100.395142
	Iteration 8Q: 3 clusters Score -1.039182e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150880 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -10394539.000000 Penalty: 1100.395142
	Iteration 9Q: 3 clusters Score -1.039454e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154447 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -10396048.000000 Penalty: 1100.395142
	Iteration 10Q: 3 clusters Score -1.039605e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157433 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -10397316.000000 Penalty: 1100.395142
	Iteration 11Q: 3 clusters Score -1.039732e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -10398074.000000 Penalty: 1100.395142
	Iteration 12Q: 3 clusters Score -1.039807e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -10398939.000000 Penalty: 1100.395142
	Iteration 13Q: 3 clusters Score -1.039894e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164455 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -10399822.000000 Penalty: 1100.395142
	Iteration 14Q: 3 clusters Score -1.039982e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -10400681.000000 Penalty: 1100.395142
	Iteration 15Q: 3 clusters Score -1.040068e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -10401530.000000 Penalty: 1100.395142
	Iteration 16Q: 3 clusters Score -1.040153e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169637 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -10402340.000000 Penalty: 1100.395142
	Iteration 17Q: 3 clusters Score -1.040234e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171016 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -10402984.000000 Penalty: 1100.395142
	Iteration 18Q: 3 clusters Score -1.040298e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -10403510.000000 Penalty: 1100.395142
	Iteration 19Q: 3 clusters Score -1.040351e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173196 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -10403979.000000 Penalty: 1100.395142
	Iteration 20F: 3 clusters Score -1.040398e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174027 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -10404525.000000 Penalty: 1100.395142
	Iteration 21Q: 3 clusters Score -1.040452e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10405039.000000 Penalty: 1100.395142
	Iteration 22Q: 3 clusters Score -1.040504e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -10405391.000000 Penalty: 1100.395142
	Iteration 23Q: 3 clusters Score -1.040539e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175841 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10405621.000000 Penalty: 1100.395142
	Iteration 24Q: 3 clusters Score -1.040562e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176185 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -10405815.000000 Penalty: 1100.395142
	Iteration 25Q: 3 clusters Score -1.040582e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10405968.000000 Penalty: 1100.395142
	Iteration 26Q: 3 clusters Score -1.040597e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176704 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10406123.000000 Penalty: 1100.395142
	Iteration 27Q: 3 clusters Score -1.040612e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176882 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10406187.000000 Penalty: 1100.395142
	Iteration 28Q: 3 clusters Score -1.040619e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10406253.000000 Penalty: 1100.395142
	Iteration 29Q: 3 clusters Score -1.040625e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177147 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10406273.000000 Penalty: 1100.395142
	Iteration 30Q: 3 clusters Score -1.040627e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177246 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10406319.000000 Penalty: 1100.395142
	Iteration 31Q: 3 clusters Score -1.040632e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177325 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10406367.000000 Penalty: 1100.395142
	Iteration 32Q: 3 clusters Score -1.040637e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177393 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10406426.000000 Penalty: 1100.395142
	Iteration 33Q: 3 clusters Score -1.040643e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177445 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10406448.000000 Penalty: 1100.395142
	Iteration 34Q: 3 clusters Score -1.040645e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177488 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10406466.000000 Penalty: 1100.395142
	Iteration 35Q: 3 clusters Score -1.040647e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177533 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10406510.000000 Penalty: 1100.395142
	Iteration 36Q: 3 clusters Score -1.040651e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177563 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10406511.000000 Penalty: 1100.395142
	Iteration 37Q: 3 clusters Score -1.040651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10406500.000000 Penalty: 1100.395142
	Iteration 38Q: 3 clusters Score -1.04065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177599 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10406506.000000 Penalty: 1100.395142
	Iteration 39Q: 3 clusters Score -1.040651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10406501.000000 Penalty: 1100.395142
	Iteration 40F: 3 clusters Score -1.04065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177637 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10406511.000000 Penalty: 1100.395142
	Iteration 41Q: 3 clusters Score -1.040651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177647 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10406505.000000 Penalty: 1100.395142
	Iteration 42Q: 3 clusters Score -1.04065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177656 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10406501.000000 Penalty: 1100.395142
	Iteration 43Q: 3 clusters Score -1.04065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10406492.000000 Penalty: 1100.395142
	Iteration 44Q: 3 clusters Score -1.040649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177668 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10406506.000000 Penalty: 1100.395142
	Iteration 45Q: 3 clusters Score -1.040651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177673 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10406502.000000 Penalty: 1100.395142
	Iteration 46Q: 3 clusters Score -1.04065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10406501.000000 Penalty: 1100.395142
	Iteration 47Q: 3 clusters Score -1.04065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10406501.000000 Penalty: 1100.395142
	Iteration 48F: 3 clusters Score -1.04065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37944 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060906.000000 Penalty: 15872.815430
Iteration 319Q: 28 clusters Score -2.306091e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3982 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37935 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 15648 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061010.000000 Penalty: 15872.815430
Iteration 320F: 28 clusters Score -2.306101e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 128148 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37921 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 15639 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13520 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061070.000000 Penalty: 15872.815430
Iteration 321Q: 28 clusters Score -2.306107e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37912 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 5875 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13531 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061216.000000 Penalty: 15872.815430
Iteration 322Q: 28 clusters Score -2.306122e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37908 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 15611 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13534 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061186.000000 Penalty: 15872.815430
Iteration 323Q: 28 clusters Score -2.306119e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127661 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37908 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 15594 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13537 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061262.000000 Penalty: 15872.815430
Iteration 324Q: 28 clusters Score -2.306126e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37903 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 15569 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13546 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061304.000000 Penalty: 15872.815430
Iteration 325Q: 28 clusters Score -2.30613e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127390 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37903 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 15544 members 
Mstep: Class 20 contains 5856 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13548 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061356.000000 Penalty: 15872.815430
Iteration 326Q: 28 clusters Score -2.306136e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127253 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37899 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 15516 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13540 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061410.000000 Penalty: 15872.815430
Iteration 327Q: 28 clusters Score -2.306141e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37886 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 15492 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13538 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061448.000000 Penalty: 15872.815430
Iteration 328Q: 28 clusters Score -2.306145e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37878 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 15466 members 
Mstep: Class 20 contains 5850 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13537 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061472.000000 Penalty: 15872.815430
Iteration 329Q: 28 clusters Score -2.306147e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37864 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 3314 members 
Mstep: Class 19 contains 15441 members 
Mstep: Class 20 contains 5849 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13529 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061508.000000 Penalty: 15872.815430
Iteration 330Q: 28 clusters Score -2.306151e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37859 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 15409 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061586.000000 Penalty: 15872.815430
Iteration 331Q: 28 clusters Score -2.306159e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 5985 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37848 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 15374 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061630.000000 Penalty: 15872.815430
Iteration 332Q: 28 clusters Score -2.306163e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37835 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 15347 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061662.000000 Penalty: 15872.815430
Iteration 333Q: 28 clusters Score -2.306166e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 6259 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37818 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1010 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 15316 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13510 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061694.000000 Penalty: 15872.815430
Iteration 334Q: 28 clusters Score -2.306169e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 6383 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37805 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 15283 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13506 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061748.000000 Penalty: 15872.815430
Iteration 335Q: 28 clusters Score -2.306175e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 6492 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37794 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 15255 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13511 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061814.000000 Penalty: 15872.815430
Iteration 336Q: 28 clusters Score -2.306181e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126354 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37783 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13517 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061858.000000 Penalty: 15872.815430
Iteration 337Q: 28 clusters Score -2.306186e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 6734 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 15229 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061878.000000 Penalty: 15872.815430
Iteration 338Q: 28 clusters Score -2.306188e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37762 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061876.000000 Penalty: 15872.815430
Iteration 339Q: 28 clusters Score -2.306188e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37744 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061912.000000 Penalty: 15872.815430
Iteration 340F: 28 clusters Score -2.306191e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 126059 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 383 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37728 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 15172 members 
Mstep: Class 20 contains 5847 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061972.000000 Penalty: 15872.815430
Iteration 341Q: 28 clusters Score -2.306197e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125969 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37713 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 15161 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13526 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061994.000000 Penalty: 15872.815430
Iteration 342Q: 28 clusters Score -2.306199e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37701 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 15144 members 
Mstep: Class 20 contains 5844 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061996.000000 Penalty: 15872.815430
Iteration 343Q: 28 clusters Score -2.3062e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125821 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 7420 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37685 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 15117 members 
Mstep: Class 20 contains 5842 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062078.000000 Penalty: 15872.815430
Iteration 344Q: 28 clusters Score -2.306208e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125743 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37679 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 15095 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13510 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062080.000000 Penalty: 15872.815430
Iteration 345Q: 28 clusters Score -2.306208e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125692 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37668 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 15072 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13495 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062108.000000 Penalty: 15872.815430
Iteration 346Q: 28 clusters Score -2.306211e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37664 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 15053 members 
Mstep: Class 20 contains 5839 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13485 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062158.000000 Penalty: 15872.815430
Iteration 347Q: 28 clusters Score -2.306216e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125601 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 7730 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37658 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13481 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062150.000000 Penalty: 15872.815430
Iteration 348Q: 28 clusters Score -2.306215e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125577 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37654 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3297 members 
Mstep: Class 19 contains 15028 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13479 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062168.000000 Penalty: 15872.815430
Iteration 349Q: 28 clusters Score -2.306217e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125559 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37648 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13479 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062210.000000 Penalty: 15872.815430
Iteration 350Q: 28 clusters Score -2.306221e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125527 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37641 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 15010 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13483 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062236.000000 Penalty: 15872.815430
Iteration 351Q: 28 clusters Score -2.306224e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125494 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37631 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 15000 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13476 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062266.000000 Penalty: 15872.815430
Iteration 352Q: 28 clusters Score -2.306227e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37617 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 14993 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13474 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062258.000000 Penalty: 15872.815430
Iteration 353Q: 28 clusters Score -2.306226e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125423 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 8051 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37611 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 14981 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13473 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062316.000000 Penalty: 15872.815430
Iteration 354Q: 28 clusters Score -2.306232e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125390 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 8109 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37606 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 14964 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13470 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062318.000000 Penalty: 15872.815430
Iteration 355Q: 28 clusters Score -2.306232e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 8178 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37600 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 14951 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13461 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062352.000000 Penalty: 15872.815430
Iteration 356Q: 28 clusters Score -2.306235e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 8246 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37596 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 14943 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13456 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062340.000000 Penalty: 15872.815430
Iteration 357Q: 28 clusters Score -2.306234e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125248 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37592 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 14933 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13455 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062350.000000 Penalty: 15872.815430
Iteration 358Q: 28 clusters Score -2.306235e+07 nChanged 175
Entering ConstructFrom: 
Score: -23062350.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (125190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125190 members 
Entering Unmasked Estep 
Score: -7471466.500000 Penalty: 534.060242
	Iteration 0F: 2 clusters Score -7471466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -7390232.500000 Penalty: 1068.120483
	Iteration 0F: 3 clusters Score -7390232 nChanged 61347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -7428754.500000 Penalty: 1068.120483
	Iteration 1F: 3 clusters Score -7428754 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -7431440.000000 Penalty: 1068.120483
	Iteration 2F: 3 clusters Score -7431440 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -7434375.500000 Penalty: 1068.120483
	Iteration 3F: 3 clusters Score -7434376 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -7437835.500000 Penalty: 1068.120483
	Iteration 4F: 3 clusters Score -7437836 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -7442148.500000 Penalty: 1068.120483
	Iteration 5F: 3 clusters Score -7442148 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -7447694.500000 Penalty: 1068.120483
	Iteration 6F: 3 clusters Score -7447694 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 101985 members 
Entering Unmasked Estep 
Score: -7453600.000000 Penalty: 1068.120483
	Iteration 7Q: 3 clusters Score -7453600 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -7457999.500000 Penalty: 1068.120483
	Iteration 8Q: 3 clusters Score -7458000 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -7460388.500000 Penalty: 1068.120483
	Iteration 9Q: 3 clusters Score -7460388 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 110424 members 
Entering Unmasked Estep 
Score: -7461839.000000 Penalty: 1068.120483
	Iteration 10Q: 3 clusters Score -7461839 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 112399 members 
Entering Unmasked Estep 
Score: -7463046.000000 Penalty: 1068.120483
	Iteration 11Q: 3 clusters Score -7463046 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -7464101.000000 Penalty: 1068.120483
	Iteration 12Q: 3 clusters Score -7464101 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -7465100.500000 Penalty: 1068.120483
	Iteration 13Q: 3 clusters Score -7465100 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -7465940.000000 Penalty: 1068.120483
	Iteration 14Q: 3 clusters Score -7465940 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -7466795.000000 Penalty: 1068.120483
	Iteration 15Q: 3 clusters Score -7466795 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -7467647.000000 Penalty: 1068.120483
	Iteration 16Q: 3 clusters Score -7467647 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -7468404.000000 Penalty: 1068.120483
	Iteration 17Q: 3 clusters Score -7468404 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -7469061.500000 Penalty: 1068.120483
	Iteration 18Q: 3 clusters Score -7469062 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -7469578.000000 Penalty: 1068.120483
	Iteration 19Q: 3 clusters Score -7469578 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -7469932.500000 Penalty: 1068.120483
	Iteration 20F: 3 clusters Score -7469932 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -7470227.000000 Penalty: 1068.120483
	Iteration 21Q: 3 clusters Score -7470227 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -7470403.500000 Penalty: 1068.120483
	Iteration 22Q: 3 clusters Score -7470404 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -7470572.000000 Penalty: 1068.120483
	Iteration 23Q: 3 clusters Score -7470572 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -7470706.500000 Penalty: 1068.120483
	Iteration 24Q: 3 clusters Score -7470706 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -7470767.000000 Penalty: 1068.120483
	Iteration 25Q: 3 clusters Score -7470767 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 124277 members 
Entering Unmasked Estep 
Score: -7470814.000000 Penalty: 1068.120483
	Iteration 26Q: 3 clusters Score -7470814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 124371 members 
Entering Unmasked Estep 
Score: -7470866.500000 Penalty: 1068.120483
	Iteration 27Q: 3 clusters Score -7470866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -7470945.000000 Penalty: 1068.120483
	Iteration 28Q: 3 clusters Score -7470945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -7470978.000000 Penalty: 1068.120483
	Iteration 29Q: 3 clusters Score -7470978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -7471001.000000 Penalty: 1068.120483
	Iteration 30Q: 3 clusters Score -7471001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 124581 members 
Entering Unmasked Estep 
Score: -7471023.000000 Penalty: 1068.120483
	Iteration 31Q: 3 clusters Score -7471023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -7471036.500000 Penalty: 1068.120483
	Iteration 32Q: 3 clusters Score -7471036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -7471051.500000 Penalty: 1068.120483
	Iteration 33Q: 3 clusters Score -7471052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 124636 members 
Entering Unmasked Estep 
Score: -7471075.000000 Penalty: 1068.120483
	Iteration 34Q: 3 clusters Score -7471075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -7471082.500000 Penalty: 1068.120483
	Iteration 35Q: 3 clusters Score -7471082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -7471086.000000 Penalty: 1068.120483
	Iteration 36Q: 3 clusters Score -7471086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 124670 members 
Entering Unmasked Estep 
Score: -7471092.500000 Penalty: 1068.120483
	Iteration 37Q: 3 clusters Score -7471092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 124676 members 
Entering Unmasked Estep 
Score: -7471101.000000 Penalty: 1068.120483
	Iteration 38Q: 3 clusters Score -7471101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -7471104.000000 Penalty: 1068.120483
	Iteration 39Q: 3 clusters Score -7471104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -7471110.500000 Penalty: 1068.120483
	Iteration 40F: 3 clusters Score -7471110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -7471103.500000 Penalty: 1068.120483
	Iteration 41Q: 3 clusters Score -7471104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -7471100.000000 Penalty: 1068.120483
	Iteration 42Q: 3 clusters Score -7471100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -7471105.000000 Penalty: 1068.120483
	Iteration 43Q: 3 clusters Score -7471105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -7471106.000000 Penalty: 1068.120483
	Iteration 44Q: 3 clusters Score -7471106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 124693 members 
Entering Unmasked Estep 
Score: -7471109.500000 Penalty: 1068.120483
	Iteration 45Q: 3 clusters Score -7471110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -7471108.500000 Penalty: 1068.120483
	Iteration 46Q: 3 clusters Score -7471108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 124699 members 
Entering Unmasked Estep 
Score: -7471111.000000 Penalty: 1068.120483
	Iteration 47Q: 3 clusters Score -7471111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 124703 members 
Entering Unmasked Estep 
Score: -7471115.000000 Penalty: 1068.120483
	Iteration 48Q: 3 clusters Score -7471115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 124705 members 
Entering Unmasked Estep 
Score: -7471119.000000 Penalty: 1068.120483
	Iteration 49Q: 3 clusters Score -7471119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 124705 members 
Entering Unmasked Estep 
Score: -7471119.000000 Penalty: 1068.120483
	Iteration 50F: 3 clusters Score -7471119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19539.109375 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19539.11 nChanged 125
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: -19705.541016 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19705.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19799.210938 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19799.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19861.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19915.664062 Penalty: 537.882507
	Iteration 4F: 3 clusters Score -19915.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19952.552734 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19952.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19984.656250 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19984.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20006.037109 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -20006.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20017.054688 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -20017.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20018.052734 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -20018.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20018.052734 Penalty: 537.882507
	Iteration 10F: 3 clusters Score -20018.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 89 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37587 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13450 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178435 members 
Mstep: Class 28 contains 280 members 
Entering Unmasked Estep 
Score: -23062172.000000 Penalty: 16460.697266
Splitting cluster 2 changes total score from -23062350.000000 to -23062172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -22771.773438 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -22771.77 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 213 members 
Entering Unmasked Estep 
Score: -22356.841797 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -22356.84 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22476.906250 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -22476.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22504.181641 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -22504.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22515.855469 Penalty: 541.508484
	Iteration 3Q: 3 clusters Score -22515.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22532.970703 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -22532.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22562.568359 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -22562.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22575.464844 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -22575.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22586.505859 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -22586.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22590.589844 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -22590.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22594.736328 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -22594.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22600.638672 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -22600.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22610.287109 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -22610.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22614.564453 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -22614.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22615.478516 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -22615.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22615.857422 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -22615.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22615.857422 Penalty: 541.508484
	Iteration 15F: 3 clusters Score -22615.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7009.322266 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7009.322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7078.436035 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7078.436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7115.138184 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7115.138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7126.292969 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7126.293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7130.933105 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7130.933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7130.933105 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -7130.933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1808.991699 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1808.992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1823.113037 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1823.113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1835.937866 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -1835.938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1835.937866 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -1835.938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1820.805176 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1820.805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1834.926392 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1834.926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7614.512207 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7614.512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7688.181152 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7688.181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7766.978516 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7766.979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7798.609863 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -7798.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7825.780762 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7825.781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7845.048828 Penalty: 464.087830
	Iteration 5F: 3 clusters Score -7845.049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7853.042480 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -7853.042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7855.766602 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -7855.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7857.445801 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -7857.446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7857.445801 Penalty: 464.087830
	Iteration 9F: 3 clusters Score -7857.446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -48920.937500 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -48920.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48145.550781 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -48145.55 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48349.929688 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -48349.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -48412.464844 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -48412.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -48503.546875 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -48503.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -48572.933594 Penalty: 622.878174
	Iteration 4F: 3 clusters Score -48572.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -48621.343750 Penalty: 622.878174
	Iteration 5F: 3 clusters Score -48621.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -48652.679688 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -48652.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -48670.875000 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -48670.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -48688.351562 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -48688.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -48702.839844 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -48702.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -48712.738281 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -48712.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48726.875000 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -48726.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -48736.570312 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -48736.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -48743.917969 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -48743.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -48753.464844 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -48753.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -48757.769531 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -48757.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -48759.773438 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -48759.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -48762.042969 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -48762.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -48762.558594 Penalty: 622.878174
	Iteration 18Q: 3 clusters Score -48762.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -48763.460938 Penalty: 622.878174
	Iteration 19Q: 3 clusters Score -48763.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -48767.375000 Penalty: 622.878174
	Iteration 20F: 3 clusters Score -48767.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -48769.515625 Penalty: 622.878174
	Iteration 21Q: 3 clusters Score -48769.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -48769.976562 Penalty: 622.878174
	Iteration 22Q: 3 clusters Score -48769.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -48771.050781 Penalty: 622.878174
	Iteration 23Q: 3 clusters Score -48771.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -48771.628906 Penalty: 622.878174
	Iteration 24Q: 3 clusters Score -48771.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -48774.097656 Penalty: 622.878174
	Iteration 25Q: 3 clusters Score -48774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -48776.179688 Penalty: 622.878174
	Iteration 26Q: 3 clusters Score -48776.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -48777.976562 Penalty: 622.878174
	Iteration 27Q: 3 clusters Score -48777.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -48778.820312 Penalty: 622.878174
	Iteration 28Q: 3 clusters Score -48778.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -48778.820312 Penalty: 622.878174
	Iteration 29F: 3 clusters Score -48778.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -175935.406250 Penalty: 369.010742
	Iteration 0F: 2 clusters Score -175935.4 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 1665 members 
Entering Unmasked Estep 
Score: -173628.390625 Penalty: 738.021484
	Iteration 0F: 3 clusters Score -173628.4 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -174435.078125 Penalty: 738.021484
	Iteration 1F: 3 clusters Score -174435.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -174528.921875 Penalty: 738.021484
	Iteration 2F: 3 clusters Score -174528.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -174620.500000 Penalty: 738.021484
	Iteration 3F: 3 clusters Score -174620.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -174741.593750 Penalty: 738.021484
	Iteration 4F: 3 clusters Score -174741.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -174902.578125 Penalty: 738.021484
	Iteration 5F: 3 clusters Score -174902.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -175111.156250 Penalty: 738.021484
	Iteration 6F: 3 clusters Score -175111.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -175283.890625 Penalty: 738.021484
	Iteration 7F: 3 clusters Score -175283.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -175414.031250 Penalty: 738.021484
	Iteration 8F: 3 clusters Score -175414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -175491.562500 Penalty: 738.021484
	Iteration 9Q: 3 clusters Score -175491.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -175547.031250 Penalty: 738.021484
	Iteration 10Q: 3 clusters Score -175547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -175594.531250 Penalty: 738.021484
	Iteration 11Q: 3 clusters Score -175594.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -175628.328125 Penalty: 738.021484
	Iteration 12Q: 3 clusters Score -175628.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -175655.203125 Penalty: 738.021484
	Iteration 13Q: 3 clusters Score -175655.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -175684.296875 Penalty: 738.021484
	Iteration 14Q: 3 clusters Score -175684.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -175698.671875 Penalty: 738.021484
	Iteration 15Q: 3 clusters Score -175698.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -175708.734375 Penalty: 738.021484
	Iteration 16Q: 3 clusters Score -175708.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -175720.031250 Penalty: 738.021484
	Iteration 17Q: 3 clusters Score -175720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -175732.859375 Penalty: 738.021484
	Iteration 18Q: 3 clusters Score -175732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -175742.734375 Penalty: 738.021484
	Iteration 19Q: 3 clusters Score -175742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -175746.296875 Penalty: 738.021484
	Iteration 20F: 3 clusters Score -175746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -175748.625000 Penalty: 738.021484
	Iteration 21Q: 3 clusters Score -175748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -175750.875000 Penalty: 738.021484
	Iteration 22Q: 3 clusters Score -175750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -175752.687500 Penalty: 738.021484
	Iteration 23Q: 3 clusters Score -175752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -175753.906250 Penalty: 738.021484
	Iteration 24Q: 3 clusters Score -175753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -175755.765625 Penalty: 738.021484
	Iteration 25Q: 3 clusters Score -175755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -175756.390625 Penalty: 738.021484
	Iteration 26Q: 3 clusters Score -175756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -175756.671875 Penalty: 738.021484
	Iteration 27Q: 3 clusters Score -175756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -175756.671875 Penalty: 738.021484
	Iteration 28F: 3 clusters Score -175756.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Entering Unmasked Estep 
Score: -534053.500000 Penalty: 411.186127
	Iteration 0F: 2 clusters Score -534053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -528439.562500 Penalty: 822.372253
	Iteration 0F: 3 clusters Score -528439.6 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -530637.625000 Penalty: 822.372253
	Iteration 1F: 3 clusters Score -530637.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -530785.687500 Penalty: 822.372253
	Iteration 2Q: 3 clusters Score -530785.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -530991.937500 Penalty: 822.372253
	Iteration 3Q: 3 clusters Score -530991.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -531317.062500 Penalty: 822.372253
	Iteration 4F: 3 clusters Score -531317.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -531764.062500 Penalty: 822.372253
	Iteration 5F: 3 clusters Score -531764.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -532283.750000 Penalty: 822.372253
	Iteration 6F: 3 clusters Score -532283.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -532815.750000 Penalty: 822.372253
	Iteration 7F: 3 clusters Score -532815.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -533189.125000 Penalty: 822.372253
	Iteration 8Q: 3 clusters Score -533189.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -533408.875000 Penalty: 822.372253
	Iteration 9Q: 3 clusters Score -533408.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -533537.062500 Penalty: 822.372253
	Iteration 10Q: 3 clusters Score -533537.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -533595.250000 Penalty: 822.372253
	Iteration 11Q: 3 clusters Score -533595.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -533633.625000 Penalty: 822.372253
	Iteration 12Q: 3 clusters Score -533633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -533657.250000 Penalty: 822.372253
	Iteration 13Q: 3 clusters Score -533657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -533675.312500 Penalty: 822.372253
	Iteration 14Q: 3 clusters Score -533675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -533692.937500 Penalty: 822.372253
	Iteration 15Q: 3 clusters Score -533692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -533698.437500 Penalty: 822.372253
	Iteration 16Q: 3 clusters Score -533698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -533704.750000 Penalty: 822.372253
	Iteration 17Q: 3 clusters Score -533704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -533706.687500 Penalty: 822.372253
	Iteration 18Q: 3 clusters Score -533706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -533707.875000 Penalty: 822.372253
	Iteration 19Q: 3 clusters Score -533707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -533707.875000 Penalty: 822.372253
	Iteration 20F: 3 clusters Score -533707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58077.058594 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58077.06 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58365.277344 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58365.28 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -58417.917969 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58417.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -58455.453125 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58455.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -58490.128906 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -58490.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -58549.902344 Penalty: 633.650269
	Iteration 5F: 3 clusters Score -58549.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -58585.636719 Penalty: 633.650269
	Iteration 6F: 3 clusters Score -58585.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -58622.453125 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58622.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -58660.898438 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58660.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -58712.355469 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58712.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -58843.539062 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58843.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -58959.441406 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58959.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -58985.476562 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58985.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -58994.136719 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58994.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -58995.824219 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -58995.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -58998.191406 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -58998.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -59003.765625 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -59003.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59004.031250 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -59004.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59004.031250 Penalty: 633.650269
	Iteration 18F: 3 clusters Score -59004.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 337 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37587 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13450 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178435 members 
Mstep: Class 28 contains 720 members 
Entering Unmasked Estep 
Score: -23062170.000000 Penalty: 16460.697266
Splitting cluster 11 changes total score from -23062350.000000 to -23062170.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -83550.507812 Penalty: 333.711975
	Iteration 0F: 2 clusters Score -83550.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -82381.070312 Penalty: 667.423950
	Iteration 0F: 3 clusters Score -82381.07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -82770.296875 Penalty: 667.423950
	Iteration 1F: 3 clusters Score -82770.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -82853.984375 Penalty: 667.423950
	Iteration 2F: 3 clusters Score -82853.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -82911.156250 Penalty: 667.423950
	Iteration 3F: 3 clusters Score -82911.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -82972.398438 Penalty: 667.423950
	Iteration 4F: 3 clusters Score -82972.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -83025.335938 Penalty: 667.423950
	Iteration 5Q: 3 clusters Score -83025.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -83082.937500 Penalty: 667.423950
	Iteration 6Q: 3 clusters Score -83082.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -83139.265625 Penalty: 667.423950
	Iteration 7Q: 3 clusters Score -83139.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -83180.937500 Penalty: 667.423950
	Iteration 8Q: 3 clusters Score -83180.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -83209.179688 Penalty: 667.423950
	Iteration 9Q: 3 clusters Score -83209.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -83231.875000 Penalty: 667.423950
	Iteration 10Q: 3 clusters Score -83231.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -83247.773438 Penalty: 667.423950
	Iteration 11Q: 3 clusters Score -83247.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -83266.710938 Penalty: 667.423950
	Iteration 12Q: 3 clusters Score -83266.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -83278.687500 Penalty: 667.423950
	Iteration 13Q: 3 clusters Score -83278.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -83283.218750 Penalty: 667.423950
	Iteration 14Q: 3 clusters Score -83283.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83285.273438 Penalty: 667.423950
	Iteration 15Q: 3 clusters Score -83285.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83286.500000 Penalty: 667.423950
	Iteration 16Q: 3 clusters Score -83286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -83287.632812 Penalty: 667.423950
	Iteration 17Q: 3 clusters Score -83287.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83288.906250 Penalty: 667.423950
	Iteration 18Q: 3 clusters Score -83288.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -83289.398438 Penalty: 667.423950
	Iteration 19Q: 3 clusters Score -83289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -83289.468750 Penalty: 667.423950
	Iteration 20F: 3 clusters Score -83289.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -86845.710938 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86845.71 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -87221.640625 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87221.64 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87285.046875 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87285.05 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -87345.476562 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87345.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -87401.375000 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -87401.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87460.781250 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -87460.78 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87519.007812 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87519.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87590.593750 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87590.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87652.554688 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87652.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -87709.210938 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87709.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87735.937500 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87735.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -87756.101562 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87756.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -87778.820312 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87778.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -87790.195312 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -87799.148438 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87799.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -87805.289062 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87805.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -87812.445312 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87812.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -87814.929688 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87814.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -87816.937500 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87816.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -87818.437500 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87818.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -87818.679688 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87818.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -87818.914062 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87818.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -87819.296875 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -87819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -87819.296875 Penalty: 670.058411
	Iteration 23F: 3 clusters Score -87819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Entering Unmasked Estep 
Score: -2096495.375000 Penalty: 479.315796
	Iteration 0F: 2 clusters Score -2096495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2071314.375000 Penalty: 958.631592
	Iteration 0F: 3 clusters Score -2071314 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2082569.250000 Penalty: 958.631592
	Iteration 1F: 3 clusters Score -2082569 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2083379.125000 Penalty: 958.631592
	Iteration 2F: 3 clusters Score -2083379 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2084391.250000 Penalty: 958.631592
	Iteration 3F: 3 clusters Score -2084391 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2085593.625000 Penalty: 958.631592
	Iteration 4F: 3 clusters Score -2085594 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2086786.500000 Penalty: 958.631592
	Iteration 5F: 3 clusters Score -2086786 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -2087815.250000 Penalty: 958.631592
	Iteration 6F: 3 clusters Score -2087815 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -2088720.250000 Penalty: 958.631592
	Iteration 7Q: 3 clusters Score -2088720 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -2089666.250000 Penalty: 958.631592
	Iteration 8Q: 3 clusters Score -2089666 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -2090614.625000 Penalty: 958.631592
	Iteration 9Q: 3 clusters Score -2090615 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -2091610.750000 Penalty: 958.631592
	Iteration 10Q: 3 clusters Score -2091611 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -2092557.875000 Penalty: 958.631592
	Iteration 11Q: 3 clusters Score -2092558 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -2093334.375000 Penalty: 958.631592
	Iteration 12Q: 3 clusters Score -2093334 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -2093931.750000 Penalty: 958.631592
	Iteration 13Q: 3 clusters Score -2093932 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -2094389.500000 Penalty: 958.631592
	Iteration 14Q: 3 clusters Score -2094390 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -2094774.375000 Penalty: 958.631592
	Iteration 15Q: 3 clusters Score -2094774 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -2095128.125000 Penalty: 958.631592
	Iteration 16Q: 3 clusters Score -2095128 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -2095415.250000 Penalty: 958.631592
	Iteration 17Q: 3 clusters Score -2095415 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -2095637.125000 Penalty: 958.631592
	Iteration 18Q: 3 clusters Score -2095637 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -2095791.875000 Penalty: 958.631592
	Iteration 19Q: 3 clusters Score -2095792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -2095893.000000 Penalty: 958.631592
	Iteration 20F: 3 clusters Score -2095893 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -2095947.500000 Penalty: 958.631592
	Iteration 21Q: 3 clusters Score -2095948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -2095984.875000 Penalty: 958.631592
	Iteration 22Q: 3 clusters Score -2095985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -2096019.500000 Penalty: 958.631592
	Iteration 23Q: 3 clusters Score -2096020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -2096042.000000 Penalty: 958.631592
	Iteration 24Q: 3 clusters Score -2096042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -2096060.250000 Penalty: 958.631592
	Iteration 25Q: 3 clusters Score -2096060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -2096068.250000 Penalty: 958.631592
	Iteration 26Q: 3 clusters Score -2096068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -2096076.375000 Penalty: 958.631592
	Iteration 27Q: 3 clusters Score -2096076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -2096079.625000 Penalty: 958.631592
	Iteration 28Q: 3 clusters Score -2096080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -2096082.125000 Penalty: 958.631592
	Iteration 29Q: 3 clusters Score -2096082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -2096082.125000 Penalty: 958.631592
	Iteration 30F: 3 clusters Score -2096082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Entering Unmasked Estep 
Score: -214859.875000 Penalty: 374.889496
	Iteration 0F: 2 clusters Score -214859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -212260.625000 Penalty: 749.778992
	Iteration 0F: 3 clusters Score -212260.6 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -213279.187500 Penalty: 749.778992
	Iteration 1F: 3 clusters Score -213279.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -213401.703125 Penalty: 749.778992
	Iteration 2F: 3 clusters Score -213401.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -213504.421875 Penalty: 749.778992
	Iteration 3Q: 3 clusters Score -213504.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -213617.859375 Penalty: 749.778992
	Iteration 4Q: 3 clusters Score -213617.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213765.687500 Penalty: 749.778992
	Iteration 5Q: 3 clusters Score -213765.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -213921.125000 Penalty: 749.778992
	Iteration 6Q: 3 clusters Score -213921.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -214026.140625 Penalty: 749.778992
	Iteration 7Q: 3 clusters Score -214026.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -214096.656250 Penalty: 749.778992
	Iteration 8Q: 3 clusters Score -214096.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -214147.921875 Penalty: 749.778992
	Iteration 9Q: 3 clusters Score -214147.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -214182.296875 Penalty: 749.778992
	Iteration 10Q: 3 clusters Score -214182.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -214211.031250 Penalty: 749.778992
	Iteration 11Q: 3 clusters Score -214211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -214230.890625 Penalty: 749.778992
	Iteration 12Q: 3 clusters Score -214230.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -214252.312500 Penalty: 749.778992
	Iteration 13Q: 3 clusters Score -214252.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214273.109375 Penalty: 749.778992
	Iteration 14Q: 3 clusters Score -214273.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -214289.875000 Penalty: 749.778992
	Iteration 15Q: 3 clusters Score -214289.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -214307.015625 Penalty: 749.778992
	Iteration 16Q: 3 clusters Score -214307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -214320.234375 Penalty: 749.778992
	Iteration 17Q: 3 clusters Score -214320.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -214329.218750 Penalty: 749.778992
	Iteration 18Q: 3 clusters Score -214329.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -214336.781250 Penalty: 749.778992
	Iteration 19Q: 3 clusters Score -214336.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -214345.515625 Penalty: 749.778992
	Iteration 20F: 3 clusters Score -214345.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -214354.187500 Penalty: 749.778992
	Iteration 21Q: 3 clusters Score -214354.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -214369.265625 Penalty: 749.778992
	Iteration 22Q: 3 clusters Score -214369.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -214379.109375 Penalty: 749.778992
	Iteration 23Q: 3 clusters Score -214379.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -214385.765625 Penalty: 749.778992
	Iteration 24Q: 3 clusters Score -214385.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -214391.390625 Penalty: 749.778992
	Iteration 25Q: 3 clusters Score -214391.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -214394.875000 Penalty: 749.778992
	Iteration 26Q: 3 clusters Score -214394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -214399.468750 Penalty: 749.778992
	Iteration 27Q: 3 clusters Score -214399.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -214406.062500 Penalty: 749.778992
	Iteration 28Q: 3 clusters Score -214406.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -214409.875000 Penalty: 749.778992
	Iteration 29Q: 3 clusters Score -214409.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -214416.406250 Penalty: 749.778992
	Iteration 30Q: 3 clusters Score -214416.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -214422.453125 Penalty: 749.778992
	Iteration 31Q: 3 clusters Score -214422.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -214431.437500 Penalty: 749.778992
	Iteration 32Q: 3 clusters Score -214431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -214437.203125 Penalty: 749.778992
	Iteration 33Q: 3 clusters Score -214437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -214441.750000 Penalty: 749.778992
	Iteration 34Q: 3 clusters Score -214441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -214445.515625 Penalty: 749.778992
	Iteration 35Q: 3 clusters Score -214445.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -214450.734375 Penalty: 749.778992
	Iteration 36Q: 3 clusters Score -214450.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -214456.187500 Penalty: 749.778992
	Iteration 37Q: 3 clusters Score -214456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -214459.937500 Penalty: 749.778992
	Iteration 38Q: 3 clusters Score -214459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -214463.312500 Penalty: 749.778992
	Iteration 39Q: 3 clusters Score -214463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -214467.500000 Penalty: 749.778992
	Iteration 40F: 3 clusters Score -214467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -214471.468750 Penalty: 749.778992
	Iteration 41Q: 3 clusters Score -214471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -214475.187500 Penalty: 749.778992
	Iteration 42Q: 3 clusters Score -214475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -214479.125000 Penalty: 749.778992
	Iteration 43Q: 3 clusters Score -214479.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -214484.609375 Penalty: 749.778992
	Iteration 44Q: 3 clusters Score -214484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -214486.562500 Penalty: 749.778992
	Iteration 45Q: 3 clusters Score -214486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -214489.015625 Penalty: 749.778992
	Iteration 46Q: 3 clusters Score -214489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -214497.234375 Penalty: 749.778992
	Iteration 47Q: 3 clusters Score -214497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -214501.500000 Penalty: 749.778992
	Iteration 48Q: 3 clusters Score -214501.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -214507.562500 Penalty: 749.778992
	Iteration 49Q: 3 clusters Score -214507.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -214513.625000 Penalty: 749.778992
	Iteration 50Q: 3 clusters Score -214513.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -214518.250000 Penalty: 749.778992
	Iteration 51Q: 3 clusters Score -214518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -214521.750000 Penalty: 749.778992
	Iteration 52Q: 3 clusters Score -214521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -214524.500000 Penalty: 749.778992
	Iteration 53Q: 3 clusters Score -214524.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -214528.718750 Penalty: 749.778992
	Iteration 54Q: 3 clusters Score -214528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -214534.656250 Penalty: 749.778992
	Iteration 55Q: 3 clusters Score -214534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -214540.078125 Penalty: 749.778992
	Iteration 56Q: 3 clusters Score -214540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -214547.312500 Penalty: 749.778992
	Iteration 57Q: 3 clusters Score -214547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -214551.359375 Penalty: 749.778992
	Iteration 58Q: 3 clusters Score -214551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -214552.531250 Penalty: 749.778992
	Iteration 59Q: 3 clusters Score -214552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -214553.046875 Penalty: 749.778992
	Iteration 60F: 3 clusters Score -214553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -214553.281250 Penalty: 749.778992
	Iteration 61Q: 3 clusters Score -214553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -214553.281250 Penalty: 749.778992
	Iteration 62F: 3 clusters Score -214553.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11296.939453 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11296.94 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 110 members 
Entering Unmasked Estep 
Score: -10999.275391 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -10999.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11085.639648 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11085.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11154.391602 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11154.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11226.655273 Penalty: 494.865234
	Iteration 3F: 3 clusters Score -11226.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11235.456055 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11235.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11237.347656 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11237.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11237.347656 Penalty: 494.865234
	Iteration 6F: 3 clusters Score -11237.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -60528.320312 Penalty: 315.159271
	Iteration 0F: 2 clusters Score -60528.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59716.847656 Penalty: 630.318542
	Iteration 0F: 3 clusters Score -59716.85 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -60025.683594 Penalty: 630.318542
	Iteration 1F: 3 clusters Score -60025.68 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60105.992188 Penalty: 630.318542
	Iteration 2F: 3 clusters Score -60105.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60181.507812 Penalty: 630.318542
	Iteration 3F: 3 clusters Score -60181.51 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60236.144531 Penalty: 630.318542
	Iteration 4F: 3 clusters Score -60236.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60273.148438 Penalty: 630.318542
	Iteration 5Q: 3 clusters Score -60273.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60306.558594 Penalty: 630.318542
	Iteration 6Q: 3 clusters Score -60306.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -60340.257812 Penalty: 630.318542
	Iteration 7Q: 3 clusters Score -60340.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60365.226562 Penalty: 630.318542
	Iteration 8Q: 3 clusters Score -60365.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60384.406250 Penalty: 630.318542
	Iteration 9Q: 3 clusters Score -60384.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60403.789062 Penalty: 630.318542
	Iteration 10Q: 3 clusters Score -60403.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -60422.824219 Penalty: 630.318542
	Iteration 11Q: 3 clusters Score -60422.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -60438.558594 Penalty: 630.318542
	Iteration 12Q: 3 clusters Score -60438.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -60449.246094 Penalty: 630.318542
	Iteration 13Q: 3 clusters Score -60449.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60453.675781 Penalty: 630.318542
	Iteration 14Q: 3 clusters Score -60453.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -60457.960938 Penalty: 630.318542
	Iteration 15Q: 3 clusters Score -60457.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -60461.199219 Penalty: 630.318542
	Iteration 16Q: 3 clusters Score -60461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60463.394531 Penalty: 630.318542
	Iteration 17Q: 3 clusters Score -60463.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -60467.992188 Penalty: 630.318542
	Iteration 18Q: 3 clusters Score -60467.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -60471.484375 Penalty: 630.318542
	Iteration 19Q: 3 clusters Score -60471.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -60474.089844 Penalty: 630.318542
	Iteration 20F: 3 clusters Score -60474.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -60479.421875 Penalty: 630.318542
	Iteration 21Q: 3 clusters Score -60479.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -60485.988281 Penalty: 630.318542
	Iteration 22Q: 3 clusters Score -60485.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -60490.496094 Penalty: 630.318542
	Iteration 23Q: 3 clusters Score -60490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -60493.242188 Penalty: 630.318542
	Iteration 24Q: 3 clusters Score -60493.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -60494.539062 Penalty: 630.318542
	Iteration 25Q: 3 clusters Score -60494.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60495.167969 Penalty: 630.318542
	Iteration 26Q: 3 clusters Score -60495.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60495.359375 Penalty: 630.318542
	Iteration 27Q: 3 clusters Score -60495.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60495.359375 Penalty: 630.318542
	Iteration 28F: 3 clusters Score -60495.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -204616.218750 Penalty: 368.942383
	Iteration 0F: 2 clusters Score -204616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -202335.359375 Penalty: 737.884766
	Iteration 0F: 3 clusters Score -202335.4 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -203225.156250 Penalty: 737.884766
	Iteration 1F: 3 clusters Score -203225.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -203383.046875 Penalty: 737.884766
	Iteration 2F: 3 clusters Score -203383 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -203546.296875 Penalty: 737.884766
	Iteration 3F: 3 clusters Score -203546.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -203702.812500 Penalty: 737.884766
	Iteration 4F: 3 clusters Score -203702.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -203857.703125 Penalty: 737.884766
	Iteration 5F: 3 clusters Score -203857.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -203961.406250 Penalty: 737.884766
	Iteration 6F: 3 clusters Score -203961.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -204017.734375 Penalty: 737.884766
	Iteration 7Q: 3 clusters Score -204017.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -204053.171875 Penalty: 737.884766
	Iteration 8Q: 3 clusters Score -204053.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -204072.343750 Penalty: 737.884766
	Iteration 9Q: 3 clusters Score -204072.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -204090.531250 Penalty: 737.884766
	Iteration 10Q: 3 clusters Score -204090.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -204103.312500 Penalty: 737.884766
	Iteration 11Q: 3 clusters Score -204103.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -204114.625000 Penalty: 737.884766
	Iteration 12Q: 3 clusters Score -204114.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -204126.421875 Penalty: 737.884766
	Iteration 13Q: 3 clusters Score -204126.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -204137.359375 Penalty: 737.884766
	Iteration 14Q: 3 clusters Score -204137.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -204143.656250 Penalty: 737.884766
	Iteration 15Q: 3 clusters Score -204143.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204148.765625 Penalty: 737.884766
	Iteration 16Q: 3 clusters Score -204148.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -204154.140625 Penalty: 737.884766
	Iteration 17Q: 3 clusters Score -204154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -204158.421875 Penalty: 737.884766
	Iteration 18Q: 3 clusters Score -204158.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -204163.718750 Penalty: 737.884766
	Iteration 19Q: 3 clusters Score -204163.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -204170.125000 Penalty: 737.884766
	Iteration 20F: 3 clusters Score -204170.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -204179.812500 Penalty: 737.884766
	Iteration 21Q: 3 clusters Score -204179.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204191.265625 Penalty: 737.884766
	Iteration 22Q: 3 clusters Score -204191.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -204204.187500 Penalty: 737.884766
	Iteration 23Q: 3 clusters Score -204204.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204213.718750 Penalty: 737.884766
	Iteration 24Q: 3 clusters Score -204213.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -204221.140625 Penalty: 737.884766
	Iteration 25Q: 3 clusters Score -204221.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -204228.359375 Penalty: 737.884766
	Iteration 26Q: 3 clusters Score -204228.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -204232.875000 Penalty: 737.884766
	Iteration 27Q: 3 clusters Score -204232.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -204238.562500 Penalty: 737.884766
	Iteration 28Q: 3 clusters Score -204238.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204242.421875 Penalty: 737.884766
	Iteration 29Q: 3 clusters Score -204242.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204244.078125 Penalty: 737.884766
	Iteration 30Q: 3 clusters Score -204244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -204246.125000 Penalty: 737.884766
	Iteration 31Q: 3 clusters Score -204246.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -204247.453125 Penalty: 737.884766
	Iteration 32Q: 3 clusters Score -204247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -204249.125000 Penalty: 737.884766
	Iteration 33Q: 3 clusters Score -204249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -204249.218750 Penalty: 737.884766
	Iteration 34Q: 3 clusters Score -204249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204250.421875 Penalty: 737.884766
	Iteration 35Q: 3 clusters Score -204250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -204251.406250 Penalty: 737.884766
	Iteration 36Q: 3 clusters Score -204251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -204251.781250 Penalty: 737.884766
	Iteration 37Q: 3 clusters Score -204251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -204253.875000 Penalty: 737.884766
	Iteration 38Q: 3 clusters Score -204253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -204254.468750 Penalty: 737.884766
	Iteration 39Q: 3 clusters Score -204254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204255.453125 Penalty: 737.884766
	Iteration 40F: 3 clusters Score -204255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -204256.921875 Penalty: 737.884766
	Iteration 41Q: 3 clusters Score -204256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -204257.984375 Penalty: 737.884766
	Iteration 42Q: 3 clusters Score -204258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -204259.312500 Penalty: 737.884766
	Iteration 43Q: 3 clusters Score -204259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -204261.921875 Penalty: 737.884766
	Iteration 44Q: 3 clusters Score -204261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -204264.218750 Penalty: 737.884766
	Iteration 45Q: 3 clusters Score -204264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -204265.000000 Penalty: 737.884766
	Iteration 46Q: 3 clusters Score -204265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204265.359375 Penalty: 737.884766
	Iteration 47Q: 3 clusters Score -204265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -204267.328125 Penalty: 737.884766
	Iteration 48Q: 3 clusters Score -204267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -204268.656250 Penalty: 737.884766
	Iteration 49Q: 3 clusters Score -204268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -204268.562500 Penalty: 737.884766
	Iteration 50Q: 3 clusters Score -204268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -204269.437500 Penalty: 737.884766
	Iteration 51Q: 3 clusters Score -204269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -204270.656250 Penalty: 737.884766
	Iteration 52Q: 3 clusters Score -204270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -204272.140625 Penalty: 737.884766
	Iteration 53Q: 3 clusters Score -204272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -204272.484375 Penalty: 737.884766
	Iteration 54Q: 3 clusters Score -204272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -204273.250000 Penalty: 737.884766
	Iteration 55Q: 3 clusters Score -204273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -204275.156250 Penalty: 737.884766
	Iteration 56Q: 3 clusters Score -204275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -204276.703125 Penalty: 737.884766
	Iteration 57Q: 3 clusters Score -204276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -204277.671875 Penalty: 737.884766
	Iteration 58Q: 3 clusters Score -204277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -204278.734375 Penalty: 737.884766
	Iteration 59Q: 3 clusters Score -204278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -204279.140625 Penalty: 737.884766
	Iteration 60F: 3 clusters Score -204279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -204280.421875 Penalty: 737.884766
	Iteration 61Q: 3 clusters Score -204280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -204281.000000 Penalty: 737.884766
	Iteration 62Q: 3 clusters Score -204281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -204281.750000 Penalty: 737.884766
	Iteration 63Q: 3 clusters Score -204281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -204282.312500 Penalty: 737.884766
	Iteration 64Q: 3 clusters Score -204282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -204282.453125 Penalty: 737.884766
	Iteration 65Q: 3 clusters Score -204282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -204282.937500 Penalty: 737.884766
	Iteration 66Q: 3 clusters Score -204282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -204282.937500 Penalty: 737.884766
	Iteration 67F: 3 clusters Score -204282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Entering Unmasked Estep 
Score: -859061.937500 Penalty: 437.288055
	Iteration 0F: 2 clusters Score -859061.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -849097.687500 Penalty: 874.576111
	Iteration 0F: 3 clusters Score -849097.7 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -853278.750000 Penalty: 874.576111
	Iteration 1F: 3 clusters Score -853278.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -853698.875000 Penalty: 874.576111
	Iteration 2F: 3 clusters Score -853698.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -854192.312500 Penalty: 874.576111
	Iteration 3F: 3 clusters Score -854192.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -854873.437500 Penalty: 874.576111
	Iteration 4F: 3 clusters Score -854873.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -855623.375000 Penalty: 874.576111
	Iteration 5F: 3 clusters Score -855623.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -856162.375000 Penalty: 874.576111
	Iteration 6F: 3 clusters Score -856162.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -856426.437500 Penalty: 874.576111
	Iteration 7Q: 3 clusters Score -856426.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -856585.000000 Penalty: 874.576111
	Iteration 8Q: 3 clusters Score -856585 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -856697.187500 Penalty: 874.576111
	Iteration 9Q: 3 clusters Score -856697.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -856811.812500 Penalty: 874.576111
	Iteration 10Q: 3 clusters Score -856811.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -856930.437500 Penalty: 874.576111
	Iteration 11Q: 3 clusters Score -856930.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -857073.625000 Penalty: 874.576111
	Iteration 12Q: 3 clusters Score -857073.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -857240.687500 Penalty: 874.576111
	Iteration 13Q: 3 clusters Score -857240.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -857418.687500 Penalty: 874.576111
	Iteration 14Q: 3 clusters Score -857418.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -857593.312500 Penalty: 874.576111
	Iteration 15Q: 3 clusters Score -857593.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -857771.437500 Penalty: 874.576111
	Iteration 16Q: 3 clusters Score -857771.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -857915.125000 Penalty: 874.576111
	Iteration 17Q: 3 clusters Score -857915.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -858060.562500 Penalty: 874.576111
	Iteration 18Q: 3 clusters Score -858060.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -858192.562500 Penalty: 874.576111
	Iteration 19Q: 3 clusters Score -858192.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -858310.937500 Penalty: 874.576111
	Iteration 20F: 3 clusters Score -858310.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -858411.437500 Penalty: 874.576111
	Iteration 21Q: 3 clusters Score -858411.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -858484.875000 Penalty: 874.576111
	Iteration 22Q: 3 clusters Score -858484.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -858544.937500 Penalty: 874.576111
	Iteration 23Q: 3 clusters Score -858544.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -858573.875000 Penalty: 874.576111
	Iteration 24Q: 3 clusters Score -858573.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -858599.875000 Penalty: 874.576111
	Iteration 25Q: 3 clusters Score -858599.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -858628.375000 Penalty: 874.576111
	Iteration 26Q: 3 clusters Score -858628.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -858651.187500 Penalty: 874.576111
	Iteration 27Q: 3 clusters Score -858651.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -858668.625000 Penalty: 874.576111
	Iteration 28Q: 3 clusters Score -858668.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -858678.000000 Penalty: 874.576111
	Iteration 29Q: 3 clusters Score -858678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -858686.375000 Penalty: 874.576111
	Iteration 30Q: 3 clusters Score -858686.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -858690.312500 Penalty: 874.576111
	Iteration 31Q: 3 clusters Score -858690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -858693.000000 Penalty: 874.576111
	Iteration 32Q: 3 clusters Score -858693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -858694.500000 Penalty: 874.576111
	Iteration 33Q: 3 clusters Score -858694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -858696.250000 Penalty: 874.576111
	Iteration 34Q: 3 clusters Score -858696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -858697.625000 Penalty: 874.576111
	Iteration 35Q: 3 clusters Score -858697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -858699.375000 Penalty: 874.576111
	Iteration 36Q: 3 clusters Score -858699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -858702.750000 Penalty: 874.576111
	Iteration 37Q: 3 clusters Score -858702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -858704.062500 Penalty: 874.576111
	Iteration 38Q: 3 clusters Score -858704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -858705.125000 Penalty: 874.576111
	Iteration 39Q: 3 clusters Score -858705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -858705.750000 Penalty: 874.576111
	Iteration 40F: 3 clusters Score -858705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -858706.375000 Penalty: 874.576111
	Iteration 41Q: 3 clusters Score -858706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -858706.375000 Penalty: 874.576111
	Iteration 42F: 3 clusters Score -858706.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -317754.062500 Penalty: 394.566925
	Iteration 0F: 2 clusters Score -317754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -313832.718750 Penalty: 789.133850
	Iteration 0F: 3 clusters Score -313832.7 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -315324.718750 Penalty: 789.133850
	Iteration 1F: 3 clusters Score -315324.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -315481.562500 Penalty: 789.133850
	Iteration 2F: 3 clusters Score -315481.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -315701.312500 Penalty: 789.133850
	Iteration 3F: 3 clusters Score -315701.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -315980.843750 Penalty: 789.133850
	Iteration 4F: 3 clusters Score -315980.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -316285.312500 Penalty: 789.133850
	Iteration 5F: 3 clusters Score -316285.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -316600.031250 Penalty: 789.133850
	Iteration 6F: 3 clusters Score -316600 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -316886.843750 Penalty: 789.133850
	Iteration 7Q: 3 clusters Score -316886.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -317065.593750 Penalty: 789.133850
	Iteration 8Q: 3 clusters Score -317065.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -317183.906250 Penalty: 789.133850
	Iteration 9Q: 3 clusters Score -317183.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -317245.781250 Penalty: 789.133850
	Iteration 10Q: 3 clusters Score -317245.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -317279.750000 Penalty: 789.133850
	Iteration 11Q: 3 clusters Score -317279.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -317309.968750 Penalty: 789.133850
	Iteration 12Q: 3 clusters Score -317310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -317339.062500 Penalty: 789.133850
	Iteration 13Q: 3 clusters Score -317339.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -317360.218750 Penalty: 789.133850
	Iteration 14Q: 3 clusters Score -317360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -317375.937500 Penalty: 789.133850
	Iteration 15Q: 3 clusters Score -317375.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -317395.531250 Penalty: 789.133850
	Iteration 16Q: 3 clusters Score -317395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -317403.031250 Penalty: 789.133850
	Iteration 17Q: 3 clusters Score -317403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -317408.437500 Penalty: 789.133850
	Iteration 18Q: 3 clusters Score -317408.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -317414.375000 Penalty: 789.133850
	Iteration 19Q: 3 clusters Score -317414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -317419.625000 Penalty: 789.133850
	Iteration 20F: 3 clusters Score -317419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -317427.312500 Penalty: 789.133850
	Iteration 21Q: 3 clusters Score -317427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -317431.906250 Penalty: 789.133850
	Iteration 22Q: 3 clusters Score -317431.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -317434.906250 Penalty: 789.133850
	Iteration 23Q: 3 clusters Score -317434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -317435.125000 Penalty: 789.133850
	Iteration 24Q: 3 clusters Score -317435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -317435.125000 Penalty: 789.133850
	Iteration 25F: 3 clusters Score -317435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -106127.789062 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106127.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -106595.773438 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106595.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -106723.984375 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106724 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -106863.390625 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106863.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -107010.359375 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -107010.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -107163.882812 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -107163.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -107301.671875 Penalty: 687.634949
	Iteration 6F: 3 clusters Score -107301.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -107375.796875 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107375.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -107425.117188 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107425.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -107458.593750 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107458.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107475.867188 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107475.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -107485.710938 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107485.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -107492.296875 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107492.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -107499.132812 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -107501.703125 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -107502.757812 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -107504.671875 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107505.390625 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -107505.710938 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -107505.851562 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -107506.101562 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 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 421 members 
Entering Unmasked Estep 
Score: -45217.660156 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45217.66 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -45390.089844 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45390.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -45420.597656 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45420.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45444.609375 Penalty: 609.654541
	Iteration 3Q: 3 clusters Score -45444.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45464.433594 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45464.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45478.917969 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45478.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -45491.359375 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45491.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -45503.433594 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45503.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45520.800781 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45520.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -45532.261719 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45532.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -45541.832031 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45541.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -45553.515625 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45553.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -45560.746094 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45560.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -45563.339844 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45563.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -45565.144531 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45565.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -45568.683594 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45568.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -45573.773438 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45573.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -45575.703125 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -45578.386719 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45578.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -45582.347656 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45582.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -45588.519531 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45588.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -45596.390625 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45596.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -45602.757812 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45602.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -45604.925781 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45604.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -45607.660156 Penalty: 609.654541
	Iteration 24Q: 3 clusters Score -45607.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -45611.691406 Penalty: 609.654541
	Iteration 25Q: 3 clusters Score -45611.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -45616.371094 Penalty: 609.654541
	Iteration 26Q: 3 clusters Score -45616.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -45620.203125 Penalty: 609.654541
	Iteration 27Q: 3 clusters Score -45620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -45626.328125 Penalty: 609.654541
	Iteration 28Q: 3 clusters Score -45626.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -45628.980469 Penalty: 609.654541
	Iteration 29Q: 3 clusters Score -45628.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -45630.628906 Penalty: 609.654541
	Iteration 30Q: 3 clusters Score -45630.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -45630.964844 Penalty: 609.654541
	Iteration 31Q: 3 clusters Score -45630.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -45630.964844 Penalty: 609.654541
	Iteration 32F: 3 clusters Score -45630.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -13311.000977 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -13311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13019.659180 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -13019.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13130.618164 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -13130.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13148.441406 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -13148.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13161.041016 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -13161.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13161.237305 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -13161.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13161.237305 Penalty: 506.022034
	Iteration 5F: 3 clusters Score -13161.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Entering Unmasked Estep 
Score: -849246.437500 Penalty: 432.556427
	Iteration 0F: 2 clusters Score -849246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -840197.125000 Penalty: 865.112854
	Iteration 0F: 3 clusters Score -840197.1 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -843908.250000 Penalty: 865.112854
	Iteration 1F: 3 clusters Score -843908.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -844231.687500 Penalty: 865.112854
	Iteration 2F: 3 clusters Score -844231.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -844651.250000 Penalty: 865.112854
	Iteration 3F: 3 clusters Score -844651.2 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -845180.375000 Penalty: 865.112854
	Iteration 4F: 3 clusters Score -845180.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -845829.125000 Penalty: 865.112854
	Iteration 5F: 3 clusters Score -845829.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -846523.187500 Penalty: 865.112854
	Iteration 6F: 3 clusters Score -846523.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -847135.750000 Penalty: 865.112854
	Iteration 7F: 3 clusters Score -847135.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -847499.812500 Penalty: 865.112854
	Iteration 8Q: 3 clusters Score -847499.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -847660.000000 Penalty: 865.112854
	Iteration 9Q: 3 clusters Score -847660 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -847747.437500 Penalty: 865.112854
	Iteration 10Q: 3 clusters Score -847747.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -847807.187500 Penalty: 865.112854
	Iteration 11Q: 3 clusters Score -847807.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -847854.750000 Penalty: 865.112854
	Iteration 12Q: 3 clusters Score -847854.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -847884.375000 Penalty: 865.112854
	Iteration 13Q: 3 clusters Score -847884.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -847901.750000 Penalty: 865.112854
	Iteration 14Q: 3 clusters Score -847901.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -847920.750000 Penalty: 865.112854
	Iteration 15Q: 3 clusters Score -847920.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -847939.062500 Penalty: 865.112854
	Iteration 16Q: 3 clusters Score -847939.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -847955.125000 Penalty: 865.112854
	Iteration 17Q: 3 clusters Score -847955.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -847969.125000 Penalty: 865.112854
	Iteration 18Q: 3 clusters Score -847969.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -847983.812500 Penalty: 865.112854
	Iteration 19Q: 3 clusters Score -847983.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -848002.000000 Penalty: 865.112854
	Iteration 20F: 3 clusters Score -848002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -848017.500000 Penalty: 865.112854
	Iteration 21Q: 3 clusters Score -848017.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -848034.500000 Penalty: 865.112854
	Iteration 22Q: 3 clusters Score -848034.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -848049.187500 Penalty: 865.112854
	Iteration 23Q: 3 clusters Score -848049.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -848066.625000 Penalty: 865.112854
	Iteration 24Q: 3 clusters Score -848066.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -848085.812500 Penalty: 865.112854
	Iteration 25Q: 3 clusters Score -848085.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -848106.062500 Penalty: 865.112854
	Iteration 26Q: 3 clusters Score -848106.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -848117.375000 Penalty: 865.112854
	Iteration 27Q: 3 clusters Score -848117.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -848127.812500 Penalty: 865.112854
	Iteration 28Q: 3 clusters Score -848127.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -848137.375000 Penalty: 865.112854
	Iteration 29Q: 3 clusters Score -848137.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -848147.375000 Penalty: 865.112854
	Iteration 30Q: 3 clusters Score -848147.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -848162.375000 Penalty: 865.112854
	Iteration 31Q: 3 clusters Score -848162.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -848178.875000 Penalty: 865.112854
	Iteration 32Q: 3 clusters Score -848178.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -848191.750000 Penalty: 865.112854
	Iteration 33Q: 3 clusters Score -848191.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -848202.000000 Penalty: 865.112854
	Iteration 34Q: 3 clusters Score -848202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -848211.250000 Penalty: 865.112854
	Iteration 35Q: 3 clusters Score -848211.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -848223.562500 Penalty: 865.112854
	Iteration 36Q: 3 clusters Score -848223.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -848232.875000 Penalty: 865.112854
	Iteration 37Q: 3 clusters Score -848232.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -848247.062500 Penalty: 865.112854
	Iteration 38Q: 3 clusters Score -848247.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -848258.500000 Penalty: 865.112854
	Iteration 39Q: 3 clusters Score -848258.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -848269.625000 Penalty: 865.112854
	Iteration 40F: 3 clusters Score -848269.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -848280.000000 Penalty: 865.112854
	Iteration 41Q: 3 clusters Score -848280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -848288.312500 Penalty: 865.112854
	Iteration 42Q: 3 clusters Score -848288.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -848294.312500 Penalty: 865.112854
	Iteration 43Q: 3 clusters Score -848294.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -848299.375000 Penalty: 865.112854
	Iteration 44Q: 3 clusters Score -848299.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -848308.000000 Penalty: 865.112854
	Iteration 45Q: 3 clusters Score -848308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -848322.062500 Penalty: 865.112854
	Iteration 46Q: 3 clusters Score -848322.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -848330.250000 Penalty: 865.112854
	Iteration 47Q: 3 clusters Score -848330.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -848340.375000 Penalty: 865.112854
	Iteration 48Q: 3 clusters Score -848340.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -848353.062500 Penalty: 865.112854
	Iteration 49Q: 3 clusters Score -848353.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -848366.312500 Penalty: 865.112854
	Iteration 50Q: 3 clusters Score -848366.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -848378.812500 Penalty: 865.112854
	Iteration 51Q: 3 clusters Score -848378.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -848391.562500 Penalty: 865.112854
	Iteration 52Q: 3 clusters Score -848391.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -848404.375000 Penalty: 865.112854
	Iteration 53Q: 3 clusters Score -848404.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -848424.437500 Penalty: 865.112854
	Iteration 54Q: 3 clusters Score -848424.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -848443.187500 Penalty: 865.112854
	Iteration 55Q: 3 clusters Score -848443.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -848458.500000 Penalty: 865.112854
	Iteration 56Q: 3 clusters Score -848458.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -848471.562500 Penalty: 865.112854
	Iteration 57Q: 3 clusters Score -848471.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -848485.375000 Penalty: 865.112854
	Iteration 58Q: 3 clusters Score -848485.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -848496.750000 Penalty: 865.112854
	Iteration 59Q: 3 clusters Score -848496.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -848506.000000 Penalty: 865.112854
	Iteration 60F: 3 clusters Score -848506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -848521.625000 Penalty: 865.112854
	Iteration 61Q: 3 clusters Score -848521.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -848533.937500 Penalty: 865.112854
	Iteration 62Q: 3 clusters Score -848533.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -848545.562500 Penalty: 865.112854
	Iteration 63Q: 3 clusters Score -848545.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -848563.562500 Penalty: 865.112854
	Iteration 64Q: 3 clusters Score -848563.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -848581.750000 Penalty: 865.112854
	Iteration 65Q: 3 clusters Score -848581.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -848610.437500 Penalty: 865.112854
	Iteration 66Q: 3 clusters Score -848610.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -848635.750000 Penalty: 865.112854
	Iteration 67Q: 3 clusters Score -848635.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -848660.250000 Penalty: 865.112854
	Iteration 68Q: 3 clusters Score -848660.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -848676.187500 Penalty: 865.112854
	Iteration 69Q: 3 clusters Score -848676.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -848697.875000 Penalty: 865.112854
	Iteration 70Q: 3 clusters Score -848697.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -848720.562500 Penalty: 865.112854
	Iteration 71Q: 3 clusters Score -848720.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -848739.312500 Penalty: 865.112854
	Iteration 72Q: 3 clusters Score -848739.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -848762.125000 Penalty: 865.112854
	Iteration 73Q: 3 clusters Score -848762.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -848777.687500 Penalty: 865.112854
	Iteration 74Q: 3 clusters Score -848777.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -848795.750000 Penalty: 865.112854
	Iteration 75Q: 3 clusters Score -848795.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -848816.062500 Penalty: 865.112854
	Iteration 76Q: 3 clusters Score -848816.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -848830.625000 Penalty: 865.112854
	Iteration 77Q: 3 clusters Score -848830.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -848837.875000 Penalty: 865.112854
	Iteration 78Q: 3 clusters Score -848837.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -848844.375000 Penalty: 865.112854
	Iteration 79Q: 3 clusters Score -848844.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -848848.937500 Penalty: 865.112854
	Iteration 80F: 3 clusters Score -848848.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -848853.375000 Penalty: 865.112854
	Iteration 81Q: 3 clusters Score -848853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -848858.250000 Penalty: 865.112854
	Iteration 82Q: 3 clusters Score -848858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -848860.312500 Penalty: 865.112854
	Iteration 83Q: 3 clusters Score -848860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -848864.562500 Penalty: 865.112854
	Iteration 84Q: 3 clusters Score -848864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -848866.000000 Penalty: 865.112854
	Iteration 85Q: 3 clusters Score -848866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -848865.687500 Penalty: 865.112854
	Iteration 86Q: 3 clusters Score -848865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -848867.062500 Penalty: 865.112854
	Iteration 87Q: 3 clusters Score -848867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -848868.625000 Penalty: 865.112854
	Iteration 88Q: 3 clusters Score -848868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -848869.812500 Penalty: 865.112854
	Iteration 89Q: 3 clusters Score -848869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -848869.125000 Penalty: 865.112854
	Iteration 90Q: 3 clusters Score -848869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -848870.562500 Penalty: 865.112854
	Iteration 91Q: 3 clusters Score -848870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -848872.312500 Penalty: 865.112854
	Iteration 92Q: 3 clusters Score -848872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -848874.125000 Penalty: 865.112854
	Iteration 93Q: 3 clusters Score -848874.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -848874.250000 Penalty: 865.112854
	Iteration 94Q: 3 clusters Score -848874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -848875.187500 Penalty: 865.112854
	Iteration 95Q: 3 clusters Score -848875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -848880.500000 Penalty: 865.112854
	Iteration 96Q: 3 clusters Score -848880.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -848881.500000 Penalty: 865.112854
	Iteration 97Q: 3 clusters Score -848881.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -848881.000000 Penalty: 865.112854
	Iteration 98Q: 3 clusters Score -848881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -848880.312500 Penalty: 865.112854
	Iteration 99Q: 3 clusters Score -848880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -848881.937500 Penalty: 865.112854
	Iteration 100F: 3 clusters Score -848881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -848881.750000 Penalty: 865.112854
	Iteration 101Q: 3 clusters Score -848881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -848882.625000 Penalty: 865.112854
	Iteration 102Q: 3 clusters Score -848882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -848882.750000 Penalty: 865.112854
	Iteration 103Q: 3 clusters Score -848882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -848882.562500 Penalty: 865.112854
	Iteration 104Q: 3 clusters Score -848882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -848884.062500 Penalty: 865.112854
	Iteration 105Q: 3 clusters Score -848884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -848885.187500 Penalty: 865.112854
	Iteration 106Q: 3 clusters Score -848885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -848886.250000 Penalty: 865.112854
	Iteration 107Q: 3 clusters Score -848886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -848887.625000 Penalty: 865.112854
	Iteration 108Q: 3 clusters Score -848887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -848887.062500 Penalty: 865.112854
	Iteration 109Q: 3 clusters Score -848887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -848886.750000 Penalty: 865.112854
	Iteration 110Q: 3 clusters Score -848886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -848886.812500 Penalty: 865.112854
	Iteration 111Q: 3 clusters Score -848886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -848888.187500 Penalty: 865.112854
	Iteration 112Q: 3 clusters Score -848888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -848889.125000 Penalty: 865.112854
	Iteration 113Q: 3 clusters Score -848889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -848888.750000 Penalty: 865.112854
	Iteration 114Q: 3 clusters Score -848888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -848889.812500 Penalty: 865.112854
	Iteration 115Q: 3 clusters Score -848889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -848889.875000 Penalty: 865.112854
	Iteration 116Q: 3 clusters Score -848889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -848890.750000 Penalty: 865.112854
	Iteration 117Q: 3 clusters Score -848890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -848890.687500 Penalty: 865.112854
	Iteration 118Q: 3 clusters Score -848890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -848890.687500 Penalty: 865.112854
	Iteration 119F: 3 clusters Score -848890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26263.337891 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26263.34 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26385.025391 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26385.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26427.173828 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26427.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26452.146484 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -26452.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26467.560547 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -26467.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26474.640625 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26474.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26480.023438 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26480.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26489.332031 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26489.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26497.154297 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26497.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26506.601562 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26514.507812 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26514.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26517.968750 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26517.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26519.990234 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -26519.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26519.990234 Penalty: 562.003906
	Iteration 13F: 3 clusters Score -26519.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7798.520996 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7798.521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7868.229492 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7868.229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7882.075195 Penalty: 464.641052
	Iteration 2Q: 3 clusters Score -7882.075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7898.487793 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -7898.488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7909.024414 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -7909.024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7913.628906 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -7913.629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7919.140625 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -7919.141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7919.140625 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -7919.141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (178435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178435 members 
Entering Unmasked Estep 
Score: -10402243.000000 Penalty: 550.185059
	Iteration 0F: 2 clusters Score -1.040224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -10289249.000000 Penalty: 1100.370117
	Iteration 0F: 3 clusters Score -1.028925e+07 nChanged 87855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -10343679.000000 Penalty: 1100.370117
	Iteration 1F: 3 clusters Score -1.034368e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -10347943.000000 Penalty: 1100.370117
	Iteration 2F: 3 clusters Score -1.034794e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116587 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -10355459.000000 Penalty: 1100.370117
	Iteration 3F: 3 clusters Score -1.035546e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129000 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -10366939.000000 Penalty: 1100.370117
	Iteration 4F: 3 clusters Score -1.036694e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -10379497.000000 Penalty: 1100.370117
	Iteration 5F: 3 clusters Score -1.03795e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -10388387.000000 Penalty: 1100.370117
	Iteration 6F: 3 clusters Score -1.038839e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -10393025.000000 Penalty: 1100.370117
	Iteration 7Q: 3 clusters Score -1.039302e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168028 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -10396068.000000 Penalty: 1100.370117
	Iteration 8Q: 3 clusters Score -1.039607e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -10397987.000000 Penalty: 1100.370117
	Iteration 9Q: 3 clusters Score -1.039799e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -10399176.000000 Penalty: 1100.370117
	Iteration 10Q: 3 clusters Score -1.039918e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174772 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -10400051.000000 Penalty: 1100.370117
	Iteration 11Q: 3 clusters Score -1.040005e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10400603.000000 Penalty: 1100.370117
	Iteration 12Q: 3 clusters Score -1.04006e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176397 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10400949.000000 Penalty: 1100.370117
	Iteration 13Q: 3 clusters Score -1.040095e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -10401216.000000 Penalty: 1100.370117
	Iteration 14Q: 3 clusters Score -1.040122e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177184 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10401406.000000 Penalty: 1100.370117
	Iteration 15Q: 3 clusters Score -1.040141e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10401439.000000 Penalty: 1100.370117
	Iteration 16Q: 3 clusters Score -1.040144e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177585 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10401551.000000 Penalty: 1100.370117
	Iteration 17Q: 3 clusters Score -1.040155e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10401584.000000 Penalty: 1100.370117
	Iteration 18Q: 3 clusters Score -1.040158e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10401600.000000 Penalty: 1100.370117
	Iteration 19Q: 3 clusters Score -1.04016e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10401610.000000 Penalty: 1100.370117
	Iteration 20F: 3 clusters Score -1.040161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177905 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10401646.000000 Penalty: 1100.370117
	Iteration 21Q: 3 clusters Score -1.040165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177933 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10401650.000000 Penalty: 1100.370117
	Iteration 22Q: 3 clusters Score -1.040165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177963 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10401652.000000 Penalty: 1100.370117
	Iteration 23Q: 3 clusters Score -1.040165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177989 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10401668.000000 Penalty: 1100.370117
	Iteration 24Q: 3 clusters Score -1.040167e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178007 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10401661.000000 Penalty: 1100.370117
	Iteration 25Q: 3 clusters Score -1.040166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178026 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10401673.000000 Penalty: 1100.370117
	Iteration 26Q: 3 clusters Score -1.040167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178044 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10401690.000000 Penalty: 1100.370117
	Iteration 27Q: 3 clusters Score -1.040169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178057 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10401704.000000 Penalty: 1100.370117
	Iteration 28Q: 3 clusters Score -1.04017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178070 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10401711.000000 Penalty: 1100.370117
	Iteration 29Q: 3 clusters Score -1.040171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178075 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10401713.000000 Penalty: 1100.370117
	Iteration 30Q: 3 clusters Score -1.040171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178079 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10401725.000000 Penalty: 1100.370117
	Iteration 31Q: 3 clusters Score -1.040172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178079 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10401729.000000 Penalty: 1100.370117
	Iteration 32Q: 3 clusters Score -1.040173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178080 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10401736.000000 Penalty: 1100.370117
	Iteration 33Q: 3 clusters Score -1.040174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178083 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10401728.000000 Penalty: 1100.370117
	Iteration 34Q: 3 clusters Score -1.040173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178082 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10401727.000000 Penalty: 1100.370117
	Iteration 35Q: 3 clusters Score -1.040173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178083 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10401732.000000 Penalty: 1100.370117
	Iteration 36Q: 3 clusters Score -1.040173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178087 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10401723.000000 Penalty: 1100.370117
	Iteration 37Q: 3 clusters Score -1.040172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178092 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10401719.000000 Penalty: 1100.370117
	Iteration 38Q: 3 clusters Score -1.040172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10401722.000000 Penalty: 1100.370117
	Iteration 39Q: 3 clusters Score -1.040172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10401725.000000 Penalty: 1100.370117
	Iteration 40F: 3 clusters Score -1.040172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10401723.000000 Penalty: 1100.370117
	Iteration 41Q: 3 clusters Score -1.040172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10401734.000000 Penalty: 1100.370117
	Iteration 42Q: 3 clusters Score -1.040173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178093 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10401733.000000 Penalty: 1100.370117
	Iteration 43Q: 3 clusters Score -1.040173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10401741.000000 Penalty: 1100.370117
	Iteration 44Q: 3 clusters Score -1.040174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10401747.000000 Penalty: 1100.370117
	Iteration 45Q: 3 clusters Score -1.040175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178108 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10401735.000000 Penalty: 1100.370117
	Iteration 46Q: 3 clusters Score -1.040174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178109 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10401748.000000 Penalty: 1100.370117
	Iteration 47Q: 3 clusters Score -1.040175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178110 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10401746.000000 Penalty: 1100.370117
	Iteration 48Q: 3 clusters Score -1.040175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10401748.000000 Penalty: 1100.370117
	Iteration 49Q: 3 clusters Score -1.040175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178111 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10401742.000000 Penalty: 1100.370117
	Iteration 50Q: 3 clusters Score -1.040174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10401739.000000 Penalty: 1100.370117
	Iteration 51Q: 3 clusters Score -1.040174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10401754.000000 Penalty: 1100.370117
	Iteration 52Q: 3 clusters Score -1.040175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10401761.000000 Penalty: 1100.370117
	Iteration 53Q: 3 clusters Score -1.040176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10401761.000000 Penalty: 1100.370117
	Iteration 54F: 3 clusters Score -1.040176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37587 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13450 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062404.000000 Penalty: 15872.815430
Iteration 359Q: 28 clusters Score -2.30624e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37586 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 14910 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 13451 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062428.000000 Penalty: 15872.815430
Iteration 360F: 28 clusters Score -2.306243e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37582 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 14899 members 
Mstep: Class 20 contains 5836 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13446 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062470.000000 Penalty: 15872.815430
Iteration 361Q: 28 clusters Score -2.306247e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125068 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37579 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 14885 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13437 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062500.000000 Penalty: 15872.815430
Iteration 362Q: 28 clusters Score -2.30625e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37566 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 14877 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13435 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062548.000000 Penalty: 15872.815430
Iteration 363Q: 28 clusters Score -2.306255e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124985 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37559 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13433 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062552.000000 Penalty: 15872.815430
Iteration 364Q: 28 clusters Score -2.306255e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124937 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37553 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13424 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062544.000000 Penalty: 15872.815430
Iteration 365Q: 28 clusters Score -2.306254e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124896 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 8940 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37537 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 14849 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062524.000000 Penalty: 15872.815430
Iteration 366Q: 28 clusters Score -2.306252e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9000 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37525 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13413 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062540.000000 Penalty: 15872.815430
Iteration 367Q: 28 clusters Score -2.306254e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124821 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9069 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37517 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 5834 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13407 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062546.000000 Penalty: 15872.815430
Iteration 368Q: 28 clusters Score -2.306255e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124791 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37513 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 14814 members 
Mstep: Class 20 contains 5834 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13404 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062560.000000 Penalty: 15872.815430
Iteration 369Q: 28 clusters Score -2.306256e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37504 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13401 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062570.000000 Penalty: 15872.815430
Iteration 370Q: 28 clusters Score -2.306257e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37494 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 14794 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13401 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062586.000000 Penalty: 15872.815430
Iteration 371Q: 28 clusters Score -2.306259e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37486 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 14788 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062590.000000 Penalty: 15872.815430
Iteration 372Q: 28 clusters Score -2.306259e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124743 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37470 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 14784 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062564.000000 Penalty: 15872.815430
Iteration 373Q: 28 clusters Score -2.306256e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124720 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37452 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 5834 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13401 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062590.000000 Penalty: 15872.815430
Iteration 374Q: 28 clusters Score -2.306259e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124703 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37439 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3314 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13404 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062568.000000 Penalty: 15872.815430
Iteration 375Q: 28 clusters Score -2.306257e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37429 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13408 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062590.000000 Penalty: 15872.815430
Iteration 376Q: 28 clusters Score -2.306259e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124657 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37423 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13407 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062594.000000 Penalty: 15872.815430
Iteration 377Q: 28 clusters Score -2.306259e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124637 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37417 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062612.000000 Penalty: 15872.815430
Iteration 378Q: 28 clusters Score -2.306261e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124619 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37410 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062644.000000 Penalty: 15872.815430
Iteration 379Q: 28 clusters Score -2.306264e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37403 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13398 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062660.000000 Penalty: 15872.815430
Iteration 380F: 28 clusters Score -2.306266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37398 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13397 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062650.000000 Penalty: 15872.815430
Iteration 381Q: 28 clusters Score -2.306265e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37396 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13393 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062652.000000 Penalty: 15872.815430
Iteration 382Q: 28 clusters Score -2.306265e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124534 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37395 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062626.000000 Penalty: 15872.815430
Iteration 383Q: 28 clusters Score -2.306263e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124522 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37393 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062638.000000 Penalty: 15872.815430
Iteration 384Q: 28 clusters Score -2.306264e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9728 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37392 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062638.000000 Penalty: 15872.815430
Iteration 385Q: 28 clusters Score -2.306264e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124483 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37387 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062642.000000 Penalty: 15872.815430
Iteration 386Q: 28 clusters Score -2.306264e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 9775 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37386 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 5830 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062660.000000 Penalty: 15872.815430
Iteration 387Q: 28 clusters Score -2.306266e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124455 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 9792 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37387 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13399 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062668.000000 Penalty: 15872.815430
Iteration 388Q: 28 clusters Score -2.306267e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124434 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 9810 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37382 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062682.000000 Penalty: 15872.815430
Iteration 389Q: 28 clusters Score -2.306268e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37381 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 14734 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13406 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062676.000000 Penalty: 15872.815430
Iteration 390Q: 28 clusters Score -2.306268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 9836 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37375 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 14725 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13408 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062690.000000 Penalty: 15872.815430
Iteration 391Q: 28 clusters Score -2.306269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124433 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37370 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 14719 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13408 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062712.000000 Penalty: 15872.815430
Iteration 392Q: 28 clusters Score -2.306271e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124432 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37360 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 14711 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13413 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062732.000000 Penalty: 15872.815430
Iteration 393Q: 28 clusters Score -2.306273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124432 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37352 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 14706 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062730.000000 Penalty: 15872.815430
Iteration 394Q: 28 clusters Score -2.306273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124439 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37346 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 14700 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062724.000000 Penalty: 15872.815430
Iteration 395Q: 28 clusters Score -2.306272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37339 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062706.000000 Penalty: 15872.815430
Iteration 396Q: 28 clusters Score -2.306271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124470 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37336 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 14688 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062700.000000 Penalty: 15872.815430
Iteration 397Q: 28 clusters Score -2.30627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124487 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 9926 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37329 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 14684 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062696.000000 Penalty: 15872.815430
Iteration 398Q: 28 clusters Score -2.30627e+07 nChanged 48
Entering ConstructFrom: 
Score: -23062696.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (124498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Entering Unmasked Estep 
Score: -7429417.000000 Penalty: 533.808044
	Iteration 0F: 2 clusters Score -7429417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -7348136.000000 Penalty: 1067.616089
	Iteration 0F: 3 clusters Score -7348136 nChanged 61230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -7389398.500000 Penalty: 1067.616089
	Iteration 1F: 3 clusters Score -7389398 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -7395345.500000 Penalty: 1067.616089
	Iteration 2F: 3 clusters Score -7395346 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -7403702.000000 Penalty: 1067.616089
	Iteration 3F: 3 clusters Score -7403702 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -7412976.000000 Penalty: 1067.616089
	Iteration 4F: 3 clusters Score -7412976 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109659 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -7419781.500000 Penalty: 1067.616089
	Iteration 5F: 3 clusters Score -7419782 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -7423290.000000 Penalty: 1067.616089
	Iteration 6Q: 3 clusters Score -7423290 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -7425059.000000 Penalty: 1067.616089
	Iteration 7Q: 3 clusters Score -7425059 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117779 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -7426191.500000 Penalty: 1067.616089
	Iteration 8Q: 3 clusters Score -7426192 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -7426998.500000 Penalty: 1067.616089
	Iteration 9Q: 3 clusters Score -7426998 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7427660.000000 Penalty: 1067.616089
	Iteration 10Q: 3 clusters Score -7427660 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121284 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7428203.000000 Penalty: 1067.616089
	Iteration 11Q: 3 clusters Score -7428203 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7428545.000000 Penalty: 1067.616089
	Iteration 12Q: 3 clusters Score -7428545 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7428787.500000 Penalty: 1067.616089
	Iteration 13Q: 3 clusters Score -7428788 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7429002.000000 Penalty: 1067.616089
	Iteration 14Q: 3 clusters Score -7429002 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123165 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7429121.500000 Penalty: 1067.616089
	Iteration 15Q: 3 clusters Score -7429122 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7429205.000000 Penalty: 1067.616089
	Iteration 16Q: 3 clusters Score -7429205 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123512 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7429226.500000 Penalty: 1067.616089
	Iteration 17Q: 3 clusters Score -7429226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7429248.500000 Penalty: 1067.616089
	Iteration 18Q: 3 clusters Score -7429248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123716 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7429264.500000 Penalty: 1067.616089
	Iteration 19Q: 3 clusters Score -7429264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7429261.000000 Penalty: 1067.616089
	Iteration 20F: 3 clusters Score -7429261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7429266.000000 Penalty: 1067.616089
	Iteration 21Q: 3 clusters Score -7429266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7429302.000000 Penalty: 1067.616089
	Iteration 22Q: 3 clusters Score -7429302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123949 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7429291.500000 Penalty: 1067.616089
	Iteration 23Q: 3 clusters Score -7429292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7429293.500000 Penalty: 1067.616089
	Iteration 24Q: 3 clusters Score -7429294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123992 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7429298.000000 Penalty: 1067.616089
	Iteration 25Q: 3 clusters Score -7429298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124007 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7429301.500000 Penalty: 1067.616089
	Iteration 26Q: 3 clusters Score -7429302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124018 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7429303.000000 Penalty: 1067.616089
	Iteration 27Q: 3 clusters Score -7429303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7429316.500000 Penalty: 1067.616089
	Iteration 28Q: 3 clusters Score -7429316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124039 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7429326.500000 Penalty: 1067.616089
	Iteration 29Q: 3 clusters Score -7429326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124051 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7429330.000000 Penalty: 1067.616089
	Iteration 30Q: 3 clusters Score -7429330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124066 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7429339.500000 Penalty: 1067.616089
	Iteration 31Q: 3 clusters Score -7429340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124068 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7429340.000000 Penalty: 1067.616089
	Iteration 32Q: 3 clusters Score -7429340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124076 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7429343.500000 Penalty: 1067.616089
	Iteration 33Q: 3 clusters Score -7429344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7429336.000000 Penalty: 1067.616089
	Iteration 34Q: 3 clusters Score -7429336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124086 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7429335.500000 Penalty: 1067.616089
	Iteration 35Q: 3 clusters Score -7429336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124087 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7429335.500000 Penalty: 1067.616089
	Iteration 36Q: 3 clusters Score -7429336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7429336.500000 Penalty: 1067.616089
	Iteration 37Q: 3 clusters Score -7429336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7429347.500000 Penalty: 1067.616089
	Iteration 38Q: 3 clusters Score -7429348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124083 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7429350.500000 Penalty: 1067.616089
	Iteration 39Q: 3 clusters Score -7429350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124083 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7429354.000000 Penalty: 1067.616089
	Iteration 40F: 3 clusters Score -7429354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7429355.000000 Penalty: 1067.616089
	Iteration 41Q: 3 clusters Score -7429355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7429366.500000 Penalty: 1067.616089
	Iteration 42Q: 3 clusters Score -7429366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124081 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7429366.500000 Penalty: 1067.616089
	Iteration 43Q: 3 clusters Score -7429366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124081 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7429366.500000 Penalty: 1067.616089
	Iteration 44F: 3 clusters Score -7429366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19542.837891 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19542.84 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19710.484375 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19710.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19752.312500 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19752.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19784.970703 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19784.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19827.271484 Penalty: 537.882507
	Iteration 4F: 3 clusters Score -19827.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19859.890625 Penalty: 537.882507
	Iteration 5F: 3 clusters Score -19859.89 nChanged 13
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: -19878.199219 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19898.666016 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19898.67 nChanged 9
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: -19912.810547 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19912.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19921.339844 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19921.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19921.339844 Penalty: 537.882507
	Iteration 10F: 3 clusters Score -19921.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -22771.773438 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -22771.77 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 179 members 
Entering Unmasked Estep 
Score: -22335.101562 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -22335.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22429.253906 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -22429.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22461.160156 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -22461.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22484.101562 Penalty: 541.508484
	Iteration 3F: 3 clusters Score -22484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22492.781250 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -22492.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22502.615234 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -22502.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22509.263672 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -22509.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22515.166016 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -22515.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22526.652344 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -22526.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22537.593750 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -22537.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22550.408203 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -22550.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22556.591797 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -22556.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22566.681641 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -22566.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22581.943359 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -22581.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22592.470703 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -22592.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22603.861328 Penalty: 541.508484
	Iteration 15Q: 3 clusters Score -22603.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22612.882812 Penalty: 541.508484
	Iteration 16Q: 3 clusters Score -22612.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22615.662109 Penalty: 541.508484
	Iteration 17Q: 3 clusters Score -22615.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22615.662109 Penalty: 541.508484
	Iteration 18F: 3 clusters Score -22615.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7029.118164 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7029.118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7077.854980 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7077.855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7098.524902 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -7098.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7104.278320 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7104.278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7105.385254 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7105.385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7110.213379 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7110.213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7110.213379 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -7110.213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1778.906616 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1778.907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1804.070435 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1804.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1805.350830 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -1805.351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1805.350830 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -1805.351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1831.312134 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1831.312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1856.329224 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1856.329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7613.312988 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7613.313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7715.433594 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7715.434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7821.829590 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7821.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7861.236328 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -7861.236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7892.960449 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7892.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -7897.585449 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -7897.585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -7897.585449 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -7897.585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 137 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178184 members 
Mstep: Class 28 contains 27 members 
Entering Unmasked Estep 
Score: -23062386.000000 Penalty: 16460.697266
Splitting cluster 7 changes total score from -23062696.000000 to -23062386.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -48920.937500 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -48920.94 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 445 members 
Entering Unmasked Estep 
Score: -48179.554688 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -48179.55 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48403.921875 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -48403.92 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48479.117188 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -48479.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48543.781250 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -48543.78 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48607.722656 Penalty: 622.878174
	Iteration 4F: 3 clusters Score -48607.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48650.066406 Penalty: 622.878174
	Iteration 5F: 3 clusters Score -48650.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48679.257812 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -48679.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -48694.839844 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -48694.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -48718.765625 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -48718.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -48735.128906 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -48735.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48745.472656 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -48745.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -48759.917969 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -48759.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -48767.917969 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -48767.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -48771.050781 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -48771.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -48772.425781 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -48772.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -48774.921875 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -48774.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -48776.933594 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -48776.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -48779.273438 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -48779.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48779.562500 Penalty: 622.878174
	Iteration 18Q: 3 clusters Score -48779.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48779.562500 Penalty: 622.878174
	Iteration 19F: 3 clusters Score -48779.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -175096.921875 Penalty: 368.805206
	Iteration 0F: 2 clusters Score -175096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -172788.921875 Penalty: 737.610413
	Iteration 0F: 3 clusters Score -172788.9 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -173716.296875 Penalty: 737.610413
	Iteration 1F: 3 clusters Score -173716.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -173815.656250 Penalty: 737.610413
	Iteration 2F: 3 clusters Score -173815.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -173895.265625 Penalty: 737.610413
	Iteration 3F: 3 clusters Score -173895.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -173987.390625 Penalty: 737.610413
	Iteration 4Q: 3 clusters Score -173987.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -174086.890625 Penalty: 737.610413
	Iteration 5Q: 3 clusters Score -174086.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -174230.765625 Penalty: 737.610413
	Iteration 6Q: 3 clusters Score -174230.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -174396.671875 Penalty: 737.610413
	Iteration 7F: 3 clusters Score -174396.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -174533.375000 Penalty: 737.610413
	Iteration 8Q: 3 clusters Score -174533.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -174623.843750 Penalty: 737.610413
	Iteration 9Q: 3 clusters Score -174623.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -174676.812500 Penalty: 737.610413
	Iteration 10Q: 3 clusters Score -174676.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -174714.859375 Penalty: 737.610413
	Iteration 11Q: 3 clusters Score -174714.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -174755.671875 Penalty: 737.610413
	Iteration 12Q: 3 clusters Score -174755.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -174787.062500 Penalty: 737.610413
	Iteration 13Q: 3 clusters Score -174787.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -174810.625000 Penalty: 737.610413
	Iteration 14Q: 3 clusters Score -174810.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -174831.937500 Penalty: 737.610413
	Iteration 15Q: 3 clusters Score -174831.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -174848.421875 Penalty: 737.610413
	Iteration 16Q: 3 clusters Score -174848.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -174860.718750 Penalty: 737.610413
	Iteration 17Q: 3 clusters Score -174860.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -174869.328125 Penalty: 737.610413
	Iteration 18Q: 3 clusters Score -174869.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -174876.062500 Penalty: 737.610413
	Iteration 19Q: 3 clusters Score -174876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -174880.640625 Penalty: 737.610413
	Iteration 20F: 3 clusters Score -174880.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -174886.640625 Penalty: 737.610413
	Iteration 21Q: 3 clusters Score -174886.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -174892.093750 Penalty: 737.610413
	Iteration 22Q: 3 clusters Score -174892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -174895.671875 Penalty: 737.610413
	Iteration 23Q: 3 clusters Score -174895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -174901.281250 Penalty: 737.610413
	Iteration 24Q: 3 clusters Score -174901.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -174905.203125 Penalty: 737.610413
	Iteration 25Q: 3 clusters Score -174905.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -174907.421875 Penalty: 737.610413
	Iteration 26Q: 3 clusters Score -174907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -174907.890625 Penalty: 737.610413
	Iteration 27Q: 3 clusters Score -174907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -174908.937500 Penalty: 737.610413
	Iteration 28Q: 3 clusters Score -174908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -174910.609375 Penalty: 737.610413
	Iteration 29Q: 3 clusters Score -174910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -174913.359375 Penalty: 737.610413
	Iteration 30Q: 3 clusters Score -174913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -174914.640625 Penalty: 737.610413
	Iteration 31Q: 3 clusters Score -174914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -174915.781250 Penalty: 737.610413
	Iteration 32Q: 3 clusters Score -174915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -174917.156250 Penalty: 737.610413
	Iteration 33Q: 3 clusters Score -174917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -174920.359375 Penalty: 737.610413
	Iteration 34Q: 3 clusters Score -174920.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -174923.531250 Penalty: 737.610413
	Iteration 35Q: 3 clusters Score -174923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -174923.906250 Penalty: 737.610413
	Iteration 36Q: 3 clusters Score -174923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -174924.812500 Penalty: 737.610413
	Iteration 37Q: 3 clusters Score -174924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -174925.296875 Penalty: 737.610413
	Iteration 38Q: 3 clusters Score -174925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -174926.187500 Penalty: 737.610413
	Iteration 39Q: 3 clusters Score -174926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -174927.625000 Penalty: 737.610413
	Iteration 40F: 3 clusters Score -174927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -174927.812500 Penalty: 737.610413
	Iteration 41Q: 3 clusters Score -174927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -174927.984375 Penalty: 737.610413
	Iteration 42Q: 3 clusters Score -174928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -174928.281250 Penalty: 737.610413
	Iteration 43Q: 3 clusters Score -174928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -174928.281250 Penalty: 737.610413
	Iteration 44F: 3 clusters Score -174928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -628421.625000 Penalty: 418.755463
	Iteration 0F: 2 clusters Score -628421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -621764.687500 Penalty: 837.510925
	Iteration 0F: 3 clusters Score -621764.7 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -624325.000000 Penalty: 837.510925
	Iteration 1F: 3 clusters Score -624325 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -624529.812500 Penalty: 837.510925
	Iteration 2Q: 3 clusters Score -624529.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -624784.812500 Penalty: 837.510925
	Iteration 3Q: 3 clusters Score -624784.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -625117.562500 Penalty: 837.510925
	Iteration 4F: 3 clusters Score -625117.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -625590.875000 Penalty: 837.510925
	Iteration 5F: 3 clusters Score -625590.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -626122.312500 Penalty: 837.510925
	Iteration 6F: 3 clusters Score -626122.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -626480.000000 Penalty: 837.510925
	Iteration 7F: 3 clusters Score -626480 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -626622.937500 Penalty: 837.510925
	Iteration 8Q: 3 clusters Score -626622.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -626676.375000 Penalty: 837.510925
	Iteration 9Q: 3 clusters Score -626676.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -626700.875000 Penalty: 837.510925
	Iteration 10Q: 3 clusters Score -626700.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -626720.625000 Penalty: 837.510925
	Iteration 11Q: 3 clusters Score -626720.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -626739.562500 Penalty: 837.510925
	Iteration 12Q: 3 clusters Score -626739.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -626754.000000 Penalty: 837.510925
	Iteration 13Q: 3 clusters Score -626754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -626765.875000 Penalty: 837.510925
	Iteration 14Q: 3 clusters Score -626765.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -626776.062500 Penalty: 837.510925
	Iteration 15Q: 3 clusters Score -626776.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -626790.062500 Penalty: 837.510925
	Iteration 16Q: 3 clusters Score -626790.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -626807.250000 Penalty: 837.510925
	Iteration 17Q: 3 clusters Score -626807.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -626832.000000 Penalty: 837.510925
	Iteration 18Q: 3 clusters Score -626832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -626851.000000 Penalty: 837.510925
	Iteration 19Q: 3 clusters Score -626851 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -626870.687500 Penalty: 837.510925
	Iteration 20F: 3 clusters Score -626870.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -626897.812500 Penalty: 837.510925
	Iteration 21Q: 3 clusters Score -626897.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -626921.812500 Penalty: 837.510925
	Iteration 22Q: 3 clusters Score -626921.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -626944.937500 Penalty: 837.510925
	Iteration 23Q: 3 clusters Score -626944.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -626965.000000 Penalty: 837.510925
	Iteration 24Q: 3 clusters Score -626965 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -626981.812500 Penalty: 837.510925
	Iteration 25Q: 3 clusters Score -626981.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -626998.625000 Penalty: 837.510925
	Iteration 26Q: 3 clusters Score -626998.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -627016.062500 Penalty: 837.510925
	Iteration 27Q: 3 clusters Score -627016.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -627043.875000 Penalty: 837.510925
	Iteration 28Q: 3 clusters Score -627043.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -627065.312500 Penalty: 837.510925
	Iteration 29Q: 3 clusters Score -627065.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -627088.812500 Penalty: 837.510925
	Iteration 30Q: 3 clusters Score -627088.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -627112.937500 Penalty: 837.510925
	Iteration 31Q: 3 clusters Score -627112.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -627141.437500 Penalty: 837.510925
	Iteration 32Q: 3 clusters Score -627141.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -627169.000000 Penalty: 837.510925
	Iteration 33Q: 3 clusters Score -627169 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -627186.437500 Penalty: 837.510925
	Iteration 34Q: 3 clusters Score -627186.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -627203.562500 Penalty: 837.510925
	Iteration 35Q: 3 clusters Score -627203.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -627221.375000 Penalty: 837.510925
	Iteration 36Q: 3 clusters Score -627221.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -627236.125000 Penalty: 837.510925
	Iteration 37Q: 3 clusters Score -627236.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -627248.375000 Penalty: 837.510925
	Iteration 38Q: 3 clusters Score -627248.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -627264.687500 Penalty: 837.510925
	Iteration 39Q: 3 clusters Score -627264.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -627280.625000 Penalty: 837.510925
	Iteration 40F: 3 clusters Score -627280.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -627298.125000 Penalty: 837.510925
	Iteration 41Q: 3 clusters Score -627298.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -627321.437500 Penalty: 837.510925
	Iteration 42Q: 3 clusters Score -627321.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -627346.500000 Penalty: 837.510925
	Iteration 43Q: 3 clusters Score -627346.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -627373.312500 Penalty: 837.510925
	Iteration 44Q: 3 clusters Score -627373.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -627416.687500 Penalty: 837.510925
	Iteration 45Q: 3 clusters Score -627416.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -627465.187500 Penalty: 837.510925
	Iteration 46Q: 3 clusters Score -627465.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -627507.500000 Penalty: 837.510925
	Iteration 47Q: 3 clusters Score -627507.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -627536.875000 Penalty: 837.510925
	Iteration 48Q: 3 clusters Score -627536.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -627568.187500 Penalty: 837.510925
	Iteration 49Q: 3 clusters Score -627568.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -627598.875000 Penalty: 837.510925
	Iteration 50Q: 3 clusters Score -627598.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -627631.312500 Penalty: 837.510925
	Iteration 51Q: 3 clusters Score -627631.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -627658.562500 Penalty: 837.510925
	Iteration 52Q: 3 clusters Score -627658.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -627687.500000 Penalty: 837.510925
	Iteration 53Q: 3 clusters Score -627687.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -627710.312500 Penalty: 837.510925
	Iteration 54Q: 3 clusters Score -627710.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -627727.562500 Penalty: 837.510925
	Iteration 55Q: 3 clusters Score -627727.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -627743.250000 Penalty: 837.510925
	Iteration 56Q: 3 clusters Score -627743.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -627756.187500 Penalty: 837.510925
	Iteration 57Q: 3 clusters Score -627756.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -627774.875000 Penalty: 837.510925
	Iteration 58Q: 3 clusters Score -627774.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -627792.500000 Penalty: 837.510925
	Iteration 59Q: 3 clusters Score -627792.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -627818.125000 Penalty: 837.510925
	Iteration 60F: 3 clusters Score -627818.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -627841.500000 Penalty: 837.510925
	Iteration 61Q: 3 clusters Score -627841.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -627862.312500 Penalty: 837.510925
	Iteration 62Q: 3 clusters Score -627862.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -627876.125000 Penalty: 837.510925
	Iteration 63Q: 3 clusters Score -627876.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -627891.687500 Penalty: 837.510925
	Iteration 64Q: 3 clusters Score -627891.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -627907.125000 Penalty: 837.510925
	Iteration 65Q: 3 clusters Score -627907.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -627926.312500 Penalty: 837.510925
	Iteration 66Q: 3 clusters Score -627926.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -627943.687500 Penalty: 837.510925
	Iteration 67Q: 3 clusters Score -627943.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -627958.187500 Penalty: 837.510925
	Iteration 68Q: 3 clusters Score -627958.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -627973.250000 Penalty: 837.510925
	Iteration 69Q: 3 clusters Score -627973.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -627988.750000 Penalty: 837.510925
	Iteration 70Q: 3 clusters Score -627988.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -627997.062500 Penalty: 837.510925
	Iteration 71Q: 3 clusters Score -627997.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -628002.187500 Penalty: 837.510925
	Iteration 72Q: 3 clusters Score -628002.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -628009.312500 Penalty: 837.510925
	Iteration 73Q: 3 clusters Score -628009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -628014.750000 Penalty: 837.510925
	Iteration 74Q: 3 clusters Score -628014.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -628022.812500 Penalty: 837.510925
	Iteration 75Q: 3 clusters Score -628022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -628031.562500 Penalty: 837.510925
	Iteration 76Q: 3 clusters Score -628031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -628036.500000 Penalty: 837.510925
	Iteration 77Q: 3 clusters Score -628036.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -628039.375000 Penalty: 837.510925
	Iteration 78Q: 3 clusters Score -628039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -628040.625000 Penalty: 837.510925
	Iteration 79Q: 3 clusters Score -628040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -628044.937500 Penalty: 837.510925
	Iteration 80F: 3 clusters Score -628044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -628048.062500 Penalty: 837.510925
	Iteration 81Q: 3 clusters Score -628048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -628048.812500 Penalty: 837.510925
	Iteration 82Q: 3 clusters Score -628048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -628049.937500 Penalty: 837.510925
	Iteration 83Q: 3 clusters Score -628049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -628051.375000 Penalty: 837.510925
	Iteration 84Q: 3 clusters Score -628051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -628054.875000 Penalty: 837.510925
	Iteration 85Q: 3 clusters Score -628054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -628056.250000 Penalty: 837.510925
	Iteration 86Q: 3 clusters Score -628056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -628057.562500 Penalty: 837.510925
	Iteration 87Q: 3 clusters Score -628057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -628057.875000 Penalty: 837.510925
	Iteration 88Q: 3 clusters Score -628057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -628057.875000 Penalty: 837.510925
	Iteration 89F: 3 clusters Score -628057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58083.968750 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58083.97 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58321.289062 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58321.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -58366.789062 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58366.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -58415.234375 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -58415.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -58449.625000 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -58449.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -58478.363281 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -58478.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -58522.929688 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -58522.93 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -58609.675781 Penalty: 633.650269
	Iteration 7F: 3 clusters Score -58609.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -58713.675781 Penalty: 633.650269
	Iteration 8F: 3 clusters Score -58713.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -58829.261719 Penalty: 633.650269
	Iteration 9F: 3 clusters Score -58829.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -58882.097656 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58882.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -58906.546875 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58906.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -58934.464844 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58934.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -58949.828125 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58949.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -58968.113281 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -58968.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -58982.378906 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -58982.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -58987.039062 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -58987.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -58991.699219 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -58991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -58993.222656 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -58993.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -58993.781250 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -58993.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -58994.511719 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -58994.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 346 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178184 members 
Mstep: Class 28 contains 711 members 
Entering Unmasked Estep 
Score: -23062462.000000 Penalty: 16460.697266
Splitting cluster 11 changes total score from -23062696.000000 to -23062462.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -83551.718750 Penalty: 333.711975
	Iteration 0F: 2 clusters Score -83551.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -82386.117188 Penalty: 667.423950
	Iteration 0F: 3 clusters Score -82386.12 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -82760.812500 Penalty: 667.423950
	Iteration 1F: 3 clusters Score -82760.81 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82836.835938 Penalty: 667.423950
	Iteration 2F: 3 clusters Score -82836.84 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -82915.843750 Penalty: 667.423950
	Iteration 3F: 3 clusters Score -82915.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82988.671875 Penalty: 667.423950
	Iteration 4F: 3 clusters Score -82988.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83043.164062 Penalty: 667.423950
	Iteration 5F: 3 clusters Score -83043.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83073.664062 Penalty: 667.423950
	Iteration 6Q: 3 clusters Score -83073.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83104.445312 Penalty: 667.423950
	Iteration 7Q: 3 clusters Score -83104.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83123.406250 Penalty: 667.423950
	Iteration 8Q: 3 clusters Score -83123.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83133.281250 Penalty: 667.423950
	Iteration 9Q: 3 clusters Score -83133.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83139.726562 Penalty: 667.423950
	Iteration 10Q: 3 clusters Score -83139.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83145.000000 Penalty: 667.423950
	Iteration 11Q: 3 clusters Score -83145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83150.703125 Penalty: 667.423950
	Iteration 12Q: 3 clusters Score -83150.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83157.476562 Penalty: 667.423950
	Iteration 13Q: 3 clusters Score -83157.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83172.625000 Penalty: 667.423950
	Iteration 14Q: 3 clusters Score -83172.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83199.382812 Penalty: 667.423950
	Iteration 15Q: 3 clusters Score -83199.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83211.570312 Penalty: 667.423950
	Iteration 16Q: 3 clusters Score -83211.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83220.625000 Penalty: 667.423950
	Iteration 17Q: 3 clusters Score -83220.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83222.546875 Penalty: 667.423950
	Iteration 18Q: 3 clusters Score -83222.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83224.820312 Penalty: 667.423950
	Iteration 19Q: 3 clusters Score -83224.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83229.875000 Penalty: 667.423950
	Iteration 20F: 3 clusters Score -83229.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83232.343750 Penalty: 667.423950
	Iteration 21Q: 3 clusters Score -83232.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -83232.695312 Penalty: 667.423950
	Iteration 22Q: 3 clusters Score -83232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83233.570312 Penalty: 667.423950
	Iteration 23Q: 3 clusters Score -83233.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83233.710938 Penalty: 667.423950
	Iteration 24Q: 3 clusters Score -83233.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83233.710938 Penalty: 667.423950
	Iteration 25F: 3 clusters Score -83233.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -86815.187500 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86815.19 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -87226.882812 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87226.88 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -87292.960938 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87292.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87335.828125 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87335.83 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -87368.375000 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -87368.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87409.773438 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -87409.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -87446.539062 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87446.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -87486.851562 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87486.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -87541.882812 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87541.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -87620.000000 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -87680.125000 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87680.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -87711.234375 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87711.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -87729.796875 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87729.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -87747.257812 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87747.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -87761.007812 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87761.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -87773.437500 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87773.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -87778.828125 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87778.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -87780.937500 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87780.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -87783.421875 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87783.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -87784.445312 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87784.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -87784.710938 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87784.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -87785.453125 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87785.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -87785.453125 Penalty: 670.058411
	Iteration 22F: 3 clusters Score -87785.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Entering Unmasked Estep 
Score: -2081745.750000 Penalty: 478.993866
	Iteration 0F: 2 clusters Score -2081746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2056743.625000 Penalty: 957.987732
	Iteration 0F: 3 clusters Score -2056744 nChanged 18099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2067472.000000 Penalty: 957.987732
	Iteration 1F: 3 clusters Score -2067472 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2068846.625000 Penalty: 957.987732
	Iteration 2F: 3 clusters Score -2068847 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -2071293.250000 Penalty: 957.987732
	Iteration 3F: 3 clusters Score -2071293 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -2074698.000000 Penalty: 957.987732
	Iteration 4F: 3 clusters Score -2074698 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -2078179.500000 Penalty: 957.987732
	Iteration 5F: 3 clusters Score -2078180 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -2080346.500000 Penalty: 957.987732
	Iteration 6F: 3 clusters Score -2080346 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -2081047.000000 Penalty: 957.987732
	Iteration 7Q: 3 clusters Score -2081047 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -2081245.875000 Penalty: 957.987732
	Iteration 8Q: 3 clusters Score -2081246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -2081310.000000 Penalty: 957.987732
	Iteration 9Q: 3 clusters Score -2081310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -2081336.625000 Penalty: 957.987732
	Iteration 10Q: 3 clusters Score -2081337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -2081354.250000 Penalty: 957.987732
	Iteration 11Q: 3 clusters Score -2081354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -2081367.625000 Penalty: 957.987732
	Iteration 12Q: 3 clusters Score -2081368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -2081368.750000 Penalty: 957.987732
	Iteration 13Q: 3 clusters Score -2081369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -2081370.750000 Penalty: 957.987732
	Iteration 14Q: 3 clusters Score -2081371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -2081373.125000 Penalty: 957.987732
	Iteration 15Q: 3 clusters Score -2081373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -2081373.500000 Penalty: 957.987732
	Iteration 16F: 3 clusters Score -2081374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -2081373.250000 Penalty: 957.987732
	Iteration 17Q: 3 clusters Score -2081373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -2081378.375000 Penalty: 957.987732
	Iteration 18Q: 3 clusters Score -2081378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -2081385.625000 Penalty: 957.987732
	Iteration 19Q: 3 clusters Score -2081386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -2081387.625000 Penalty: 957.987732
	Iteration 20F: 3 clusters Score -2081388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -2081395.875000 Penalty: 957.987732
	Iteration 21Q: 3 clusters Score -2081396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -2081399.500000 Penalty: 957.987732
	Iteration 22Q: 3 clusters Score -2081400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -2081403.000000 Penalty: 957.987732
	Iteration 23Q: 3 clusters Score -2081403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -2081403.000000 Penalty: 957.987732
	Iteration 24F: 3 clusters Score -2081403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -214800.109375 Penalty: 374.877472
	Iteration 0F: 2 clusters Score -214800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -212179.171875 Penalty: 749.754944
	Iteration 0F: 3 clusters Score -212179.2 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -213237.515625 Penalty: 749.754944
	Iteration 1F: 3 clusters Score -213237.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -213420.687500 Penalty: 749.754944
	Iteration 2F: 3 clusters Score -213420.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -213581.281250 Penalty: 749.754944
	Iteration 3F: 3 clusters Score -213581.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -213714.187500 Penalty: 749.754944
	Iteration 4F: 3 clusters Score -213714.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -213810.609375 Penalty: 749.754944
	Iteration 5Q: 3 clusters Score -213810.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -213865.562500 Penalty: 749.754944
	Iteration 6Q: 3 clusters Score -213865.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -213906.093750 Penalty: 749.754944
	Iteration 7Q: 3 clusters Score -213906.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -213943.343750 Penalty: 749.754944
	Iteration 8Q: 3 clusters Score -213943.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -213977.859375 Penalty: 749.754944
	Iteration 9Q: 3 clusters Score -213977.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -214014.062500 Penalty: 749.754944
	Iteration 10Q: 3 clusters Score -214014.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -214052.000000 Penalty: 749.754944
	Iteration 11Q: 3 clusters Score -214052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -214093.125000 Penalty: 749.754944
	Iteration 12Q: 3 clusters Score -214093.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -214134.781250 Penalty: 749.754944
	Iteration 13Q: 3 clusters Score -214134.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -214164.515625 Penalty: 749.754944
	Iteration 14Q: 3 clusters Score -214164.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -214190.468750 Penalty: 749.754944
	Iteration 15Q: 3 clusters Score -214190.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -214214.546875 Penalty: 749.754944
	Iteration 16Q: 3 clusters Score -214214.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -214232.203125 Penalty: 749.754944
	Iteration 17Q: 3 clusters Score -214232.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -214251.171875 Penalty: 749.754944
	Iteration 18Q: 3 clusters Score -214251.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -214269.953125 Penalty: 749.754944
	Iteration 19Q: 3 clusters Score -214270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -214292.843750 Penalty: 749.754944
	Iteration 20F: 3 clusters Score -214292.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -214318.828125 Penalty: 749.754944
	Iteration 21Q: 3 clusters Score -214318.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -214343.640625 Penalty: 749.754944
	Iteration 22Q: 3 clusters Score -214343.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -214362.562500 Penalty: 749.754944
	Iteration 23Q: 3 clusters Score -214362.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -214381.187500 Penalty: 749.754944
	Iteration 24Q: 3 clusters Score -214381.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -214395.546875 Penalty: 749.754944
	Iteration 25Q: 3 clusters Score -214395.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -214404.546875 Penalty: 749.754944
	Iteration 26Q: 3 clusters Score -214404.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -214411.406250 Penalty: 749.754944
	Iteration 27Q: 3 clusters Score -214411.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -214420.296875 Penalty: 749.754944
	Iteration 28Q: 3 clusters Score -214420.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -214428.046875 Penalty: 749.754944
	Iteration 29Q: 3 clusters Score -214428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -214431.312500 Penalty: 749.754944
	Iteration 30Q: 3 clusters Score -214431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -214433.296875 Penalty: 749.754944
	Iteration 31Q: 3 clusters Score -214433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -214436.546875 Penalty: 749.754944
	Iteration 32Q: 3 clusters Score -214436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -214440.421875 Penalty: 749.754944
	Iteration 33Q: 3 clusters Score -214440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -214447.593750 Penalty: 749.754944
	Iteration 34Q: 3 clusters Score -214447.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -214457.468750 Penalty: 749.754944
	Iteration 35Q: 3 clusters Score -214457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -214462.781250 Penalty: 749.754944
	Iteration 36Q: 3 clusters Score -214462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -214465.250000 Penalty: 749.754944
	Iteration 37Q: 3 clusters Score -214465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -214467.546875 Penalty: 749.754944
	Iteration 38Q: 3 clusters Score -214467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -214471.265625 Penalty: 749.754944
	Iteration 39Q: 3 clusters Score -214471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -214473.515625 Penalty: 749.754944
	Iteration 40F: 3 clusters Score -214473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -214474.000000 Penalty: 749.754944
	Iteration 41Q: 3 clusters Score -214474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -214474.687500 Penalty: 749.754944
	Iteration 42Q: 3 clusters Score -214474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -214474.687500 Penalty: 749.754944
	Iteration 43F: 3 clusters Score -214474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11296.939453 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11296.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10996.166016 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -10996.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11116.454102 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11116.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11179.125977 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11179.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11222.749023 Penalty: 494.865234
	Iteration 3F: 3 clusters Score -11222.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11247.323242 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11247.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11257.663086 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11257.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11277.829102 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11277.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11288.354492 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11288.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11295.207031 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -11295.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11299.467773 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -11299.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11299.467773 Penalty: 494.865234
	Iteration 10F: 3 clusters Score -11299.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 103 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178184 members 
Mstep: Class 28 contains 127 members 
Entering Unmasked Estep 
Score: -23062358.000000 Penalty: 16460.697266
Splitting cluster 16 changes total score from -23062696.000000 to -23062358.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -60652.230469 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -60652.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -59832.945312 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -59832.95 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60126.921875 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -60126.92 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60239.664062 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -60239.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60330.406250 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -60330.41 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60439.589844 Penalty: 630.496948
	Iteration 4F: 3 clusters Score -60439.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60511.796875 Penalty: 630.496948
	Iteration 5F: 3 clusters Score -60511.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60569.210938 Penalty: 630.496948
	Iteration 6F: 3 clusters Score -60569.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60598.976562 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -60598.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60615.750000 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -60615.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60622.781250 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -60622.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60625.546875 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -60625.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60630.773438 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -60630.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60631.480469 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -60631.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60633.289062 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -60633.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60633.679688 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -60633.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60634.988281 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -60634.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60635.128906 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -60635.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60635.128906 Penalty: 630.496948
	Iteration 17F: 3 clusters Score -60635.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -203777.390625 Penalty: 368.764038
	Iteration 0F: 2 clusters Score -203777.4 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 1697 members 
Entering Unmasked Estep 
Score: -201499.828125 Penalty: 737.528076
	Iteration 0F: 3 clusters Score -201499.8 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -202287.312500 Penalty: 737.528076
	Iteration 1F: 3 clusters Score -202287.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -202426.906250 Penalty: 737.528076
	Iteration 2F: 3 clusters Score -202426.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -202566.062500 Penalty: 737.528076
	Iteration 3F: 3 clusters Score -202566.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -202718.703125 Penalty: 737.528076
	Iteration 4F: 3 clusters Score -202718.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -202901.687500 Penalty: 737.528076
	Iteration 5F: 3 clusters Score -202901.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -203115.093750 Penalty: 737.528076
	Iteration 6F: 3 clusters Score -203115.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -203285.734375 Penalty: 737.528076
	Iteration 7Q: 3 clusters Score -203285.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -203360.359375 Penalty: 737.528076
	Iteration 8Q: 3 clusters Score -203360.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -203407.359375 Penalty: 737.528076
	Iteration 9Q: 3 clusters Score -203407.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -203442.171875 Penalty: 737.528076
	Iteration 10Q: 3 clusters Score -203442.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -203460.796875 Penalty: 737.528076
	Iteration 11Q: 3 clusters Score -203460.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -203472.500000 Penalty: 737.528076
	Iteration 12Q: 3 clusters Score -203472.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -203479.156250 Penalty: 737.528076
	Iteration 13Q: 3 clusters Score -203479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -203483.281250 Penalty: 737.528076
	Iteration 14Q: 3 clusters Score -203483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -203486.656250 Penalty: 737.528076
	Iteration 15Q: 3 clusters Score -203486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -203492.578125 Penalty: 737.528076
	Iteration 16Q: 3 clusters Score -203492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -203495.593750 Penalty: 737.528076
	Iteration 17Q: 3 clusters Score -203495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -203496.125000 Penalty: 737.528076
	Iteration 18Q: 3 clusters Score -203496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -203496.125000 Penalty: 737.528076
	Iteration 19F: 3 clusters Score -203496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Entering Unmasked Estep 
Score: -844814.375000 Penalty: 436.541107
	Iteration 0F: 2 clusters Score -844814.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -834958.187500 Penalty: 873.082214
	Iteration 0F: 3 clusters Score -834958.2 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -839301.125000 Penalty: 873.082214
	Iteration 1F: 3 clusters Score -839301.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -839767.250000 Penalty: 873.082214
	Iteration 2F: 3 clusters Score -839767.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -840390.187500 Penalty: 873.082214
	Iteration 3F: 3 clusters Score -840390.2 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -841206.812500 Penalty: 873.082214
	Iteration 4F: 3 clusters Score -841206.8 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -842153.812500 Penalty: 873.082214
	Iteration 5F: 3 clusters Score -842153.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -842987.500000 Penalty: 873.082214
	Iteration 6F: 3 clusters Score -842987.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -843605.625000 Penalty: 873.082214
	Iteration 7Q: 3 clusters Score -843605.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -844015.437500 Penalty: 873.082214
	Iteration 8Q: 3 clusters Score -844015.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -844241.812500 Penalty: 873.082214
	Iteration 9Q: 3 clusters Score -844241.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -844385.562500 Penalty: 873.082214
	Iteration 10Q: 3 clusters Score -844385.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -844464.250000 Penalty: 873.082214
	Iteration 11Q: 3 clusters Score -844464.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -844495.375000 Penalty: 873.082214
	Iteration 12Q: 3 clusters Score -844495.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -844506.125000 Penalty: 873.082214
	Iteration 13Q: 3 clusters Score -844506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -844512.187500 Penalty: 873.082214
	Iteration 14Q: 3 clusters Score -844512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -844517.625000 Penalty: 873.082214
	Iteration 15Q: 3 clusters Score -844517.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -844522.625000 Penalty: 873.082214
	Iteration 16Q: 3 clusters Score -844522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -844525.000000 Penalty: 873.082214
	Iteration 17Q: 3 clusters Score -844525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -844527.000000 Penalty: 873.082214
	Iteration 18Q: 3 clusters Score -844527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -844528.125000 Penalty: 873.082214
	Iteration 19Q: 3 clusters Score -844528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -844530.062500 Penalty: 873.082214
	Iteration 20F: 3 clusters Score -844530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -844530.250000 Penalty: 873.082214
	Iteration 21Q: 3 clusters Score -844530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -844532.687500 Penalty: 873.082214
	Iteration 22Q: 3 clusters Score -844532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -844535.500000 Penalty: 873.082214
	Iteration 23Q: 3 clusters Score -844535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -844536.375000 Penalty: 873.082214
	Iteration 24Q: 3 clusters Score -844536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -844536.187500 Penalty: 873.082214
	Iteration 25Q: 3 clusters Score -844536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -844537.250000 Penalty: 873.082214
	Iteration 26Q: 3 clusters Score -844537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -844538.375000 Penalty: 873.082214
	Iteration 27Q: 3 clusters Score -844538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -844538.375000 Penalty: 873.082214
	Iteration 28F: 3 clusters Score -844538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -317391.000000 Penalty: 394.512329
	Iteration 0F: 2 clusters Score -317391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -313564.343750 Penalty: 789.024658
	Iteration 0F: 3 clusters Score -313564.3 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -315018.843750 Penalty: 789.024658
	Iteration 1F: 3 clusters Score -315018.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -315211.281250 Penalty: 789.024658
	Iteration 2F: 3 clusters Score -315211.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -315432.031250 Penalty: 789.024658
	Iteration 3F: 3 clusters Score -315432 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -315712.218750 Penalty: 789.024658
	Iteration 4F: 3 clusters Score -315712.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -315987.468750 Penalty: 789.024658
	Iteration 5F: 3 clusters Score -315987.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -316243.000000 Penalty: 789.024658
	Iteration 6F: 3 clusters Score -316243 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -316490.375000 Penalty: 789.024658
	Iteration 7Q: 3 clusters Score -316490.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -316705.312500 Penalty: 789.024658
	Iteration 8Q: 3 clusters Score -316705.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -316855.437500 Penalty: 789.024658
	Iteration 9Q: 3 clusters Score -316855.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -316929.250000 Penalty: 789.024658
	Iteration 10Q: 3 clusters Score -316929.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -316971.250000 Penalty: 789.024658
	Iteration 11Q: 3 clusters Score -316971.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -316996.312500 Penalty: 789.024658
	Iteration 12Q: 3 clusters Score -316996.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -317012.750000 Penalty: 789.024658
	Iteration 13Q: 3 clusters Score -317012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -317026.937500 Penalty: 789.024658
	Iteration 14Q: 3 clusters Score -317026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -317035.531250 Penalty: 789.024658
	Iteration 15Q: 3 clusters Score -317035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -317039.718750 Penalty: 789.024658
	Iteration 16Q: 3 clusters Score -317039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -317040.531250 Penalty: 789.024658
	Iteration 17Q: 3 clusters Score -317040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -317046.093750 Penalty: 789.024658
	Iteration 18Q: 3 clusters Score -317046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -317048.281250 Penalty: 789.024658
	Iteration 19Q: 3 clusters Score -317048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -317048.281250 Penalty: 789.024658
	Iteration 20F: 3 clusters Score -317048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 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 955 members 
Entering Unmasked Estep 
Score: -106100.179688 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106100.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -106561.687500 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106561.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106670.242188 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106670.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -106789.773438 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106789.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106900.804688 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -106900.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107013.945312 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -107013.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -107114.671875 Penalty: 687.634949
	Iteration 6F: 3 clusters Score -107114.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -107215.593750 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107215.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -107297.429688 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107297.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107346.562500 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107346.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107389.507812 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107389.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -107426.742188 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107426.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -107454.726562 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107454.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107473.039062 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -107486.890625 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107486.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107496.531250 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107496.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107500.312500 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107500.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107503.109375 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -107505.960938 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -107506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -107508.039062 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -107508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107509.835938 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -107509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -107512.210938 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -107512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -107514.125000 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -107514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -107515.039062 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -107515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -107515.414062 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -107515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -107515.664062 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -107515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107516.382812 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -107516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -107516.843750 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -107516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -107517.289062 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -107517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -107517.375000 Penalty: 687.634949
	Iteration 29Q: 3 clusters Score -107517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -107517.335938 Penalty: 687.634949
	Iteration 30Q: 3 clusters Score -107517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -107517.687500 Penalty: 687.634949
	Iteration 31Q: 3 clusters Score -107517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107517.757812 Penalty: 687.634949
	Iteration 32Q: 3 clusters Score -107517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107517.757812 Penalty: 687.634949
	Iteration 33F: 3 clusters Score -107517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178184 members 
Mstep: Class 28 contains 794 members 
Entering Unmasked Estep 
Score: -23062470.000000 Penalty: 16460.697266
Splitting cluster 21 changes total score from -23062696.000000 to -23062470.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45232.121094 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45232.12 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45410.093750 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45410.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45442.750000 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45442.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45459.597656 Penalty: 609.654541
	Iteration 3Q: 3 clusters Score -45459.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45468.085938 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45468.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45472.164062 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45472.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45474.921875 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45474.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45480.984375 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45480.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45488.425781 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45488.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45499.738281 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45499.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45511.058594 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45511.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45516.699219 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45516.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45523.058594 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45523.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45533.730469 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45533.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45546.136719 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45546.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45563.062500 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45563.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45579.472656 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45579.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45594.832031 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45594.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45610.441406 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45610.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45621.683594 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45621.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45629.160156 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45629.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45632.449219 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45632.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45634.519531 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45634.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45636.601562 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45639.691406 Penalty: 609.654541
	Iteration 24Q: 3 clusters Score -45639.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45641.992188 Penalty: 609.654541
	Iteration 25Q: 3 clusters Score -45641.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45643.714844 Penalty: 609.654541
	Iteration 26Q: 3 clusters Score -45643.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45645.957031 Penalty: 609.654541
	Iteration 27Q: 3 clusters Score -45645.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45648.777344 Penalty: 609.654541
	Iteration 28Q: 3 clusters Score -45648.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -45649.042969 Penalty: 609.654541
	Iteration 29Q: 3 clusters Score -45649.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -45649.449219 Penalty: 609.654541
	Iteration 30Q: 3 clusters Score -45649.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -45649.449219 Penalty: 609.654541
	Iteration 31F: 3 clusters Score -45649.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -13255.284180 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -13255.28 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 142 members 
Entering Unmasked Estep 
Score: -12936.500000 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -12936.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13003.254883 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -13003.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13049.141602 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -13049.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13081.623047 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -13081.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13099.186523 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -13099.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13109.265625 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -13109.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13113.458984 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -13113.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13119.831055 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -13119.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13124.053711 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -13124.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13134.179688 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -13134.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13139.863281 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -13139.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13142.050781 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -13142.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13143.736328 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -13143.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13145.633789 Penalty: 505.671356
	Iteration 13Q: 3 clusters Score -13145.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13148.130859 Penalty: 505.671356
	Iteration 14Q: 3 clusters Score -13148.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13154.376953 Penalty: 505.671356
	Iteration 15Q: 3 clusters Score -13154.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13156.712891 Penalty: 505.671356
	Iteration 16Q: 3 clusters Score -13156.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13158.866211 Penalty: 505.671356
	Iteration 17Q: 3 clusters Score -13158.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13159.796875 Penalty: 505.671356
	Iteration 18Q: 3 clusters Score -13159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13161.120117 Penalty: 505.671356
	Iteration 19Q: 3 clusters Score -13161.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13164.363281 Penalty: 505.671356
	Iteration 20F: 3 clusters Score -13164.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13164.888672 Penalty: 505.671356
	Iteration 21Q: 3 clusters Score -13164.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13168.233398 Penalty: 505.671356
	Iteration 22Q: 3 clusters Score -13168.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13172.510742 Penalty: 505.671356
	Iteration 23Q: 3 clusters Score -13172.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13173.056641 Penalty: 505.671356
	Iteration 24Q: 3 clusters Score -13173.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13174.657227 Penalty: 505.671356
	Iteration 25Q: 3 clusters Score -13174.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13175.437500 Penalty: 505.671356
	Iteration 26Q: 3 clusters Score -13175.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13176.672852 Penalty: 505.671356
	Iteration 27Q: 3 clusters Score -13176.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13177.094727 Penalty: 505.671356
	Iteration 28Q: 3 clusters Score -13177.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13177.094727 Penalty: 505.671356
	Iteration 29F: 3 clusters Score -13177.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Entering Unmasked Estep 
Score: -847138.437500 Penalty: 432.434448
	Iteration 0F: 2 clusters Score -847138.4 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 6617 members 
Entering Unmasked Estep 
Score: -838218.187500 Penalty: 864.868896
	Iteration 0F: 3 clusters Score -838218.2 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -841741.562500 Penalty: 864.868896
	Iteration 1F: 3 clusters Score -841741.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -842142.187500 Penalty: 864.868896
	Iteration 2F: 3 clusters Score -842142.2 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -842821.437500 Penalty: 864.868896
	Iteration 3F: 3 clusters Score -842821.4 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -843817.812500 Penalty: 864.868896
	Iteration 4F: 3 clusters Score -843817.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -844883.687500 Penalty: 864.868896
	Iteration 5F: 3 clusters Score -844883.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -845800.687500 Penalty: 864.868896
	Iteration 6F: 3 clusters Score -845800.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -846306.937500 Penalty: 864.868896
	Iteration 7Q: 3 clusters Score -846306.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -846569.437500 Penalty: 864.868896
	Iteration 8Q: 3 clusters Score -846569.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -846660.875000 Penalty: 864.868896
	Iteration 9Q: 3 clusters Score -846660.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -846700.250000 Penalty: 864.868896
	Iteration 10Q: 3 clusters Score -846700.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -846726.750000 Penalty: 864.868896
	Iteration 11Q: 3 clusters Score -846726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -846744.875000 Penalty: 864.868896
	Iteration 12Q: 3 clusters Score -846744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -846752.250000 Penalty: 864.868896
	Iteration 13Q: 3 clusters Score -846752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -846757.812500 Penalty: 864.868896
	Iteration 14Q: 3 clusters Score -846757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -846760.375000 Penalty: 864.868896
	Iteration 15Q: 3 clusters Score -846760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -846761.000000 Penalty: 864.868896
	Iteration 16Q: 3 clusters Score -846761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -846761.625000 Penalty: 864.868896
	Iteration 17Q: 3 clusters Score -846761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -846761.562500 Penalty: 864.868896
	Iteration 18Q: 3 clusters Score -846761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -846762.125000 Penalty: 864.868896
	Iteration 19Q: 3 clusters Score -846762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -846763.187500 Penalty: 864.868896
	Iteration 20F: 3 clusters Score -846763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -846764.312500 Penalty: 864.868896
	Iteration 21Q: 3 clusters Score -846764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -846765.375000 Penalty: 864.868896
	Iteration 22Q: 3 clusters Score -846765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -846766.500000 Penalty: 864.868896
	Iteration 23Q: 3 clusters Score -846766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -846766.500000 Penalty: 864.868896
	Iteration 24F: 3 clusters Score -846766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26267.923828 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26267.92 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26396.214844 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26396.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26421.859375 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26421.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26440.382812 Penalty: 562.003906
	Iteration 3Q: 3 clusters Score -26440.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26461.660156 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -26461.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26477.484375 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26477.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26483.603516 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26490.687500 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26490.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26506.166016 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26506.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26515.148438 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26515.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26523.933594 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26523.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26536.248047 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26536.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26547.146484 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -26547.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26566.316406 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -26566.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26576.558594 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -26576.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26584.910156 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -26584.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26597.191406 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -26597.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26601.345703 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -26601.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26606.468750 Penalty: 562.003906
	Iteration 18Q: 3 clusters Score -26606.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26608.314453 Penalty: 562.003906
	Iteration 19Q: 3 clusters Score -26608.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26608.314453 Penalty: 562.003906
	Iteration 20F: 3 clusters Score -26608.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7809.589844 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7809.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7896.615723 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7896.616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7914.014160 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -7914.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7917.943848 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -7917.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7917.943848 Penalty: 464.641052
	Iteration 4F: 3 clusters Score -7917.944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (178184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178184 members 
Entering Unmasked Estep 
Score: -10386326.000000 Penalty: 550.121033
	Iteration 0F: 2 clusters Score -1.038633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -10273564.000000 Penalty: 1100.242065
	Iteration 0F: 3 clusters Score -1.027356e+07 nChanged 87676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -10331901.000000 Penalty: 1100.242065
	Iteration 1F: 3 clusters Score -1.03319e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116903 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -10339144.000000 Penalty: 1100.242065
	Iteration 2F: 3 clusters Score -1.033914e+07 nChanged 14676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130441 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -10349712.000000 Penalty: 1100.242065
	Iteration 3F: 3 clusters Score -1.034971e+07 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -10361434.000000 Penalty: 1100.242065
	Iteration 4F: 3 clusters Score -1.036143e+07 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -10371993.000000 Penalty: 1100.242065
	Iteration 5F: 3 clusters Score -1.037199e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -10379211.000000 Penalty: 1100.242065
	Iteration 6F: 3 clusters Score -1.037921e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173452 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -10382983.000000 Penalty: 1100.242065
	Iteration 7Q: 3 clusters Score -1.038298e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -10384661.000000 Penalty: 1100.242065
	Iteration 8Q: 3 clusters Score -1.038466e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -10385242.000000 Penalty: 1100.242065
	Iteration 9Q: 3 clusters Score -1.038524e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -10385541.000000 Penalty: 1100.242065
	Iteration 10Q: 3 clusters Score -1.038554e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176879 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10385678.000000 Penalty: 1100.242065
	Iteration 11Q: 3 clusters Score -1.038568e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177019 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10385732.000000 Penalty: 1100.242065
	Iteration 12Q: 3 clusters Score -1.038573e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177135 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10385747.000000 Penalty: 1100.242065
	Iteration 13Q: 3 clusters Score -1.038575e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177231 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10385792.000000 Penalty: 1100.242065
	Iteration 14Q: 3 clusters Score -1.038579e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177319 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10385864.000000 Penalty: 1100.242065
	Iteration 15Q: 3 clusters Score -1.038586e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10385887.000000 Penalty: 1100.242065
	Iteration 16Q: 3 clusters Score -1.038589e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177420 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10385914.000000 Penalty: 1100.242065
	Iteration 17Q: 3 clusters Score -1.038591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177454 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10385915.000000 Penalty: 1100.242065
	Iteration 18Q: 3 clusters Score -1.038592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10385924.000000 Penalty: 1100.242065
	Iteration 19Q: 3 clusters Score -1.038592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177505 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10385943.000000 Penalty: 1100.242065
	Iteration 20F: 3 clusters Score -1.038594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177528 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10385959.000000 Penalty: 1100.242065
	Iteration 21Q: 3 clusters Score -1.038596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10385947.000000 Penalty: 1100.242065
	Iteration 22Q: 3 clusters Score -1.038595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10385956.000000 Penalty: 1100.242065
	Iteration 23Q: 3 clusters Score -1.038596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10385974.000000 Penalty: 1100.242065
	Iteration 24Q: 3 clusters Score -1.038597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10385972.000000 Penalty: 1100.242065
	Iteration 25Q: 3 clusters Score -1.038597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177581 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10385984.000000 Penalty: 1100.242065
	Iteration 26Q: 3 clusters Score -1.038598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10385986.000000 Penalty: 1100.242065
	Iteration 27Q: 3 clusters Score -1.038599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10385999.000000 Penalty: 1100.242065
	Iteration 28Q: 3 clusters Score -1.0386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177601 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10386011.000000 Penalty: 1100.242065
	Iteration 29Q: 3 clusters Score -1.038601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177606 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10386009.000000 Penalty: 1100.242065
	Iteration 30Q: 3 clusters Score -1.038601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10386010.000000 Penalty: 1100.242065
	Iteration 31Q: 3 clusters Score -1.038601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177614 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10386012.000000 Penalty: 1100.242065
	Iteration 32Q: 3 clusters Score -1.038601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10386014.000000 Penalty: 1100.242065
	Iteration 33Q: 3 clusters Score -1.038601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10386014.000000 Penalty: 1100.242065
	Iteration 34F: 3 clusters Score -1.038601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062694.000000 Penalty: 15872.815430
Iteration 399Q: 28 clusters Score -2.306269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124511 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37321 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13412 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062680.000000 Penalty: 15872.815430
Iteration 400F: 28 clusters Score -2.306268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14678 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13412 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062690.000000 Penalty: 15872.815430
Iteration 401Q: 28 clusters Score -2.306269e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124549 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9933 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14674 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13413 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062682.000000 Penalty: 15872.815430
Iteration 402Q: 28 clusters Score -2.306268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9935 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37314 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14670 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062686.000000 Penalty: 15872.815430
Iteration 403Q: 28 clusters Score -2.306269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9937 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37315 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14667 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13413 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062694.000000 Penalty: 15872.815430
Iteration 404Q: 28 clusters Score -2.306269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14663 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062702.000000 Penalty: 15872.815430
Iteration 405Q: 28 clusters Score -2.30627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37318 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14662 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062702.000000 Penalty: 15872.815430
Iteration 406Q: 28 clusters Score -2.30627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14660 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062696.000000 Penalty: 15872.815430
Iteration 407Q: 28 clusters Score -2.30627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14658 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062692.000000 Penalty: 15872.815430
Iteration 408Q: 28 clusters Score -2.306269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124581 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14657 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13415 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062690.000000 Penalty: 15872.815430
Iteration 409Q: 28 clusters Score -2.306269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37314 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14657 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062686.000000 Penalty: 15872.815430
Iteration 410Q: 28 clusters Score -2.306269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37311 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14656 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062686.000000 Penalty: 15872.815430
Iteration 411Q: 28 clusters Score -2.306269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37311 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062690.000000 Penalty: 15872.815430
Iteration 412Q: 28 clusters Score -2.306269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37311 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062692.000000 Penalty: 15872.815430
Iteration 413Q: 28 clusters Score -2.306269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37311 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062690.000000 Penalty: 15872.815430
Iteration 414Q: 28 clusters Score -2.306269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37309 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062686.000000 Penalty: 15872.815430
Iteration 415Q: 28 clusters Score -2.306269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37309 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062692.000000 Penalty: 15872.815430
Iteration 416Q: 28 clusters Score -2.306269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37309 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062694.000000 Penalty: 15872.815430
Iteration 417Q: 28 clusters Score -2.306269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37311 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062690.000000 Penalty: 15872.815430
Iteration 418Q: 28 clusters Score -2.306269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37313 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062694.000000 Penalty: 15872.815430
Iteration 419Q: 28 clusters Score -2.306269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124581 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37313 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062684.000000 Penalty: 15872.815430
Iteration 420F: 28 clusters Score -2.306268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124581 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37314 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062698.000000 Penalty: 15872.815430
Iteration 421Q: 28 clusters Score -2.30627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37314 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062694.000000 Penalty: 15872.815430
Iteration 422Q: 28 clusters Score -2.306269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062704.000000 Penalty: 15872.815430
Iteration 423Q: 28 clusters Score -2.30627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062704.000000 Penalty: 15872.815430
Iteration 424F: 28 clusters Score -2.30627e+07 nChanged 0
Entering ConstructFrom: 
Score: -23062704.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (124579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Entering Unmasked Estep 
Score: -7434114.500000 Penalty: 533.837646
	Iteration 0F: 2 clusters Score -7434114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -7352746.500000 Penalty: 1067.675293
	Iteration 0F: 3 clusters Score -7352746 nChanged 61076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7392979.500000 Penalty: 1067.675293
	Iteration 1F: 3 clusters Score -7392980 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -7395714.000000 Penalty: 1067.675293
	Iteration 2F: 3 clusters Score -7395714 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -7398543.000000 Penalty: 1067.675293
	Iteration 3F: 3 clusters Score -7398543 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -7401196.000000 Penalty: 1067.675293
	Iteration 4F: 3 clusters Score -7401196 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -7403477.500000 Penalty: 1067.675293
	Iteration 5Q: 3 clusters Score -7403478 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -7405422.000000 Penalty: 1067.675293
	Iteration 6Q: 3 clusters Score -7405422 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -7407374.000000 Penalty: 1067.675293
	Iteration 7Q: 3 clusters Score -7407374 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7409443.000000 Penalty: 1067.675293
	Iteration 8Q: 3 clusters Score -7409443 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -7411526.500000 Penalty: 1067.675293
	Iteration 9Q: 3 clusters Score -7411526 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -7413832.500000 Penalty: 1067.675293
	Iteration 10Q: 3 clusters Score -7413832 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -7416063.500000 Penalty: 1067.675293
	Iteration 11Q: 3 clusters Score -7416064 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -7417604.000000 Penalty: 1067.675293
	Iteration 12Q: 3 clusters Score -7417604 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -7418442.500000 Penalty: 1067.675293
	Iteration 13Q: 3 clusters Score -7418442 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -7418870.000000 Penalty: 1067.675293
	Iteration 14Q: 3 clusters Score -7418870 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -7419078.000000 Penalty: 1067.675293
	Iteration 15Q: 3 clusters Score -7419078 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -7419242.000000 Penalty: 1067.675293
	Iteration 16Q: 3 clusters Score -7419242 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -7419430.000000 Penalty: 1067.675293
	Iteration 17Q: 3 clusters Score -7419430 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -7419611.000000 Penalty: 1067.675293
	Iteration 18Q: 3 clusters Score -7419611 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -7419751.000000 Penalty: 1067.675293
	Iteration 19Q: 3 clusters Score -7419751 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -7419998.500000 Penalty: 1067.675293
	Iteration 20F: 3 clusters Score -7419998 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -7420181.500000 Penalty: 1067.675293
	Iteration 21Q: 3 clusters Score -7420182 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -7420481.000000 Penalty: 1067.675293
	Iteration 22Q: 3 clusters Score -7420481 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -7420772.500000 Penalty: 1067.675293
	Iteration 23Q: 3 clusters Score -7420772 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -7421017.000000 Penalty: 1067.675293
	Iteration 24Q: 3 clusters Score -7421017 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -7421228.000000 Penalty: 1067.675293
	Iteration 25Q: 3 clusters Score -7421228 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -7421468.500000 Penalty: 1067.675293
	Iteration 26Q: 3 clusters Score -7421468 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -7421817.500000 Penalty: 1067.675293
	Iteration 27Q: 3 clusters Score -7421818 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -7422114.000000 Penalty: 1067.675293
	Iteration 28Q: 3 clusters Score -7422114 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -7422366.000000 Penalty: 1067.675293
	Iteration 29Q: 3 clusters Score -7422366 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -7422616.500000 Penalty: 1067.675293
	Iteration 30Q: 3 clusters Score -7422616 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -7422893.500000 Penalty: 1067.675293
	Iteration 31Q: 3 clusters Score -7422894 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -7423230.500000 Penalty: 1067.675293
	Iteration 32Q: 3 clusters Score -7423230 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -7423441.000000 Penalty: 1067.675293
	Iteration 33Q: 3 clusters Score -7423441 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -7423632.500000 Penalty: 1067.675293
	Iteration 34Q: 3 clusters Score -7423632 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -7423868.500000 Penalty: 1067.675293
	Iteration 35Q: 3 clusters Score -7423868 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -7424120.000000 Penalty: 1067.675293
	Iteration 36Q: 3 clusters Score -7424120 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -7424320.000000 Penalty: 1067.675293
	Iteration 37Q: 3 clusters Score -7424320 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -7424517.000000 Penalty: 1067.675293
	Iteration 38Q: 3 clusters Score -7424517 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -7424744.500000 Penalty: 1067.675293
	Iteration 39Q: 3 clusters Score -7424744 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -7424986.000000 Penalty: 1067.675293
	Iteration 40F: 3 clusters Score -7424986 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -7425259.500000 Penalty: 1067.675293
	Iteration 41Q: 3 clusters Score -7425260 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -7425438.000000 Penalty: 1067.675293
	Iteration 42Q: 3 clusters Score -7425438 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -7425630.000000 Penalty: 1067.675293
	Iteration 43Q: 3 clusters Score -7425630 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -7425834.000000 Penalty: 1067.675293
	Iteration 44Q: 3 clusters Score -7425834 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -7425999.500000 Penalty: 1067.675293
	Iteration 45Q: 3 clusters Score -7426000 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -7426176.000000 Penalty: 1067.675293
	Iteration 46Q: 3 clusters Score -7426176 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -7426321.000000 Penalty: 1067.675293
	Iteration 47Q: 3 clusters Score -7426321 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -7426418.000000 Penalty: 1067.675293
	Iteration 48Q: 3 clusters Score -7426418 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -7426563.500000 Penalty: 1067.675293
	Iteration 49Q: 3 clusters Score -7426564 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -7426677.500000 Penalty: 1067.675293
	Iteration 50Q: 3 clusters Score -7426678 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -7426798.000000 Penalty: 1067.675293
	Iteration 51Q: 3 clusters Score -7426798 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -7426849.500000 Penalty: 1067.675293
	Iteration 52Q: 3 clusters Score -7426850 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -7426939.500000 Penalty: 1067.675293
	Iteration 53Q: 3 clusters Score -7426940 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -7427035.500000 Penalty: 1067.675293
	Iteration 54Q: 3 clusters Score -7427036 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -7427061.000000 Penalty: 1067.675293
	Iteration 55Q: 3 clusters Score -7427061 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -7427111.000000 Penalty: 1067.675293
	Iteration 56Q: 3 clusters Score -7427111 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -7427120.000000 Penalty: 1067.675293
	Iteration 57Q: 3 clusters Score -7427120 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -7427159.000000 Penalty: 1067.675293
	Iteration 58Q: 3 clusters Score -7427159 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -7427187.500000 Penalty: 1067.675293
	Iteration 59Q: 3 clusters Score -7427188 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -7427199.500000 Penalty: 1067.675293
	Iteration 60F: 3 clusters Score -7427200 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -7427218.500000 Penalty: 1067.675293
	Iteration 61Q: 3 clusters Score -7427218 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -7427209.000000 Penalty: 1067.675293
	Iteration 62Q: 3 clusters Score -7427209 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -7427218.500000 Penalty: 1067.675293
	Iteration 63Q: 3 clusters Score -7427218 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -7427213.500000 Penalty: 1067.675293
	Iteration 64Q: 3 clusters Score -7427214 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -7427190.500000 Penalty: 1067.675293
	Iteration 65Q: 3 clusters Score -7427190 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -7427205.500000 Penalty: 1067.675293
	Iteration 66Q: 3 clusters Score -7427206 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -7427168.500000 Penalty: 1067.675293
	Iteration 67Q: 3 clusters Score -7427168 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -7427153.000000 Penalty: 1067.675293
	Iteration 68Q: 3 clusters Score -7427153 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -7427130.500000 Penalty: 1067.675293
	Iteration 69Q: 3 clusters Score -7427130 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -7427127.500000 Penalty: 1067.675293
	Iteration 70Q: 3 clusters Score -7427128 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -7427142.000000 Penalty: 1067.675293
	Iteration 71Q: 3 clusters Score -7427142 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -7427136.500000 Penalty: 1067.675293
	Iteration 72Q: 3 clusters Score -7427136 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -7427145.500000 Penalty: 1067.675293
	Iteration 73Q: 3 clusters Score -7427146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -7427135.000000 Penalty: 1067.675293
	Iteration 74Q: 3 clusters Score -7427135 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -7427124.000000 Penalty: 1067.675293
	Iteration 75Q: 3 clusters Score -7427124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -7427099.000000 Penalty: 1067.675293
	Iteration 76Q: 3 clusters Score -7427099 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -7427094.000000 Penalty: 1067.675293
	Iteration 77Q: 3 clusters Score -7427094 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -7427097.500000 Penalty: 1067.675293
	Iteration 78Q: 3 clusters Score -7427098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -7427053.500000 Penalty: 1067.675293
	Iteration 79Q: 3 clusters Score -7427054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -7427041.000000 Penalty: 1067.675293
	Iteration 80F: 3 clusters Score -7427041 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 83480 members 
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Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 83590 members 
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	Iteration 82Q: 3 clusters Score -7427054 nChanged 114
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Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 83700 members 
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Mstep: Class 1 contains 40777 members 
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	Iteration 85Q: 3 clusters Score -7427012 nChanged 93
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Mstep: Class 1 contains 40590 members 
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Mstep: Class 1 contains 40490 members 
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Mstep: Class 1 contains 40320 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40229 members 
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	Iteration 90Q: 3 clusters Score -7426966 nChanged 102
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Mstep: Class 1 contains 40133 members 
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	Iteration 91Q: 3 clusters Score -7426978 nChanged 106
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Mstep: Class 1 contains 39929 members 
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Mstep: Class 1 contains 39732 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39644 members 
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Mstep: Class 1 contains 39566 members 
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Mstep: Class 1 contains 39383 members 
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	Iteration 100F: 3 clusters Score -7426931 nChanged 80
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	Iteration 113Q: 3 clusters Score -7426832 nChanged 95
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	Iteration 118Q: 3 clusters Score -7426814 nChanged 60
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	Iteration 119Q: 3 clusters Score -7426809 nChanged 59
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	Iteration 120F: 3 clusters Score -7426812 nChanged 72
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	Iteration 126Q: 3 clusters Score -7426766 nChanged 71
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	Iteration 127Q: 3 clusters Score -7426753 nChanged 72
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	Iteration 128Q: 3 clusters Score -7426754 nChanged 71
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	Iteration 129Q: 3 clusters Score -7426746 nChanged 67
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	Iteration 130Q: 3 clusters Score -7426738 nChanged 67
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	Iteration 131Q: 3 clusters Score -7426730 nChanged 60
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	Iteration 132Q: 3 clusters Score -7426713 nChanged 58
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	Iteration 133Q: 3 clusters Score -7426722 nChanged 66
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	Iteration 134Q: 3 clusters Score -7426716 nChanged 50
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	Iteration 135Q: 3 clusters Score -7426720 nChanged 51
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	Iteration 136Q: 3 clusters Score -7426717 nChanged 43
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	Iteration 137Q: 3 clusters Score -7426718 nChanged 42
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	Iteration 139Q: 3 clusters Score -7426722 nChanged 42
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	Iteration 140F: 3 clusters Score -7426722 nChanged 61
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	Iteration 141Q: 3 clusters Score -7426710 nChanged 59
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	Iteration 142Q: 3 clusters Score -7426727 nChanged 59
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	Iteration 143Q: 3 clusters Score -7426717 nChanged 64
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	Iteration 145Q: 3 clusters Score -7426704 nChanged 74
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	Iteration 146Q: 3 clusters Score -7426721 nChanged 80
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	Iteration 148Q: 3 clusters Score -7426715 nChanged 71
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	Iteration 149Q: 3 clusters Score -7426705 nChanged 84
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	Iteration 156Q: 3 clusters Score -7426671 nChanged 95
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	Iteration 158Q: 3 clusters Score -7426634 nChanged 80
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	Iteration 159Q: 3 clusters Score -7426627 nChanged 80
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	Iteration 160F: 3 clusters Score -7426641 nChanged 70
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	Iteration 161Q: 3 clusters Score -7426623 nChanged 67
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	Iteration 162Q: 3 clusters Score -7426624 nChanged 71
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	Iteration 163Q: 3 clusters Score -7426620 nChanged 65
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	Iteration 164Q: 3 clusters Score -7426620 nChanged 66
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	Iteration 165Q: 3 clusters Score -7426600 nChanged 85
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	Iteration 166Q: 3 clusters Score -7426597 nChanged 79
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	Iteration 167Q: 3 clusters Score -7426591 nChanged 103
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	Iteration 168Q: 3 clusters Score -7426570 nChanged 85
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	Iteration 170Q: 3 clusters Score -7426575 nChanged 77
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	Iteration 171Q: 3 clusters Score -7426564 nChanged 71
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	Iteration 172Q: 3 clusters Score -7426562 nChanged 74
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	Iteration 173Q: 3 clusters Score -7426558 nChanged 74
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	Iteration 177Q: 3 clusters Score -7426558 nChanged 45
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	Iteration 178Q: 3 clusters Score -7426548 nChanged 37
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	Iteration 179Q: 3 clusters Score -7426549 nChanged 36
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	Iteration 180F: 3 clusters Score -7426560 nChanged 32
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	Iteration 181Q: 3 clusters Score -7426556 nChanged 27
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	Iteration 182Q: 3 clusters Score -7426560 nChanged 26
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	Iteration 183Q: 3 clusters Score -7426558 nChanged 25
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	Iteration 184Q: 3 clusters Score -7426560 nChanged 24
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	Iteration 185Q: 3 clusters Score -7426560 nChanged 26
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	Iteration 186Q: 3 clusters Score -7426566 nChanged 31
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	Iteration 187Q: 3 clusters Score -7426565 nChanged 36
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	Iteration 188Q: 3 clusters Score -7426566 nChanged 38
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	Iteration 189Q: 3 clusters Score -7426561 nChanged 36
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	Iteration 190Q: 3 clusters Score -7426558 nChanged 35
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	Iteration 193Q: 3 clusters Score -7426568 nChanged 48
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	Iteration 194Q: 3 clusters Score -7426573 nChanged 51
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	Iteration 196Q: 3 clusters Score -7426556 nChanged 52
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	Iteration 206Q: 3 clusters Score -7426588 nChanged 55
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	Iteration 209Q: 3 clusters Score -7426585 nChanged 33
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	Iteration 210Q: 3 clusters Score -7426582 nChanged 28
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	Iteration 213Q: 3 clusters Score -7426578 nChanged 14
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	Iteration 214Q: 3 clusters Score -7426571 nChanged 18
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	Iteration 215Q: 3 clusters Score -7426570 nChanged 19
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	Iteration 216Q: 3 clusters Score -7426580 nChanged 21
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	Iteration 218Q: 3 clusters Score -7426570 nChanged 18
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	Iteration 219Q: 3 clusters Score -7426572 nChanged 28
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	Iteration 220F: 3 clusters Score -7426578 nChanged 30
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	Iteration 222Q: 3 clusters Score -7426566 nChanged 31
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	Iteration 223Q: 3 clusters Score -7426568 nChanged 30
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	Iteration 224Q: 3 clusters Score -7426558 nChanged 35
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	Iteration 225Q: 3 clusters Score -7426562 nChanged 34
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	Iteration 226Q: 3 clusters Score -7426558 nChanged 39
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	Iteration 227Q: 3 clusters Score -7426584 nChanged 45
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	Iteration 228Q: 3 clusters Score -7426580 nChanged 42
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	Iteration 229Q: 3 clusters Score -7426570 nChanged 34
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	Iteration 232Q: 3 clusters Score -7426579 nChanged 34
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	Iteration 233Q: 3 clusters Score -7426576 nChanged 40
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	Iteration 234Q: 3 clusters Score -7426582 nChanged 39
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	Iteration 235Q: 3 clusters Score -7426580 nChanged 31
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	Iteration 236Q: 3 clusters Score -7426584 nChanged 37
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	Iteration 237Q: 3 clusters Score -7426570 nChanged 40
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	Iteration 238Q: 3 clusters Score -7426558 nChanged 48
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	Iteration 239Q: 3 clusters Score -7426548 nChanged 41
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	Iteration 240F: 3 clusters Score -7426553 nChanged 32
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	Iteration 241Q: 3 clusters Score -7426557 nChanged 33
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	Iteration 242Q: 3 clusters Score -7426568 nChanged 34
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	Iteration 243Q: 3 clusters Score -7426579 nChanged 38
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	Iteration 245Q: 3 clusters Score -7426583 nChanged 41
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	Iteration 246Q: 3 clusters Score -7426608 nChanged 47
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	Iteration 247Q: 3 clusters Score -7426601 nChanged 52
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	Iteration 248Q: 3 clusters Score -7426600 nChanged 46
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	Iteration 249Q: 3 clusters Score -7426601 nChanged 50
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	Iteration 250Q: 3 clusters Score -7426598 nChanged 71
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	Iteration 251Q: 3 clusters Score -7426597 nChanged 69
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	Iteration 252Q: 3 clusters Score -7426602 nChanged 60
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	Iteration 253Q: 3 clusters Score -7426600 nChanged 52
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	Iteration 254Q: 3 clusters Score -7426591 nChanged 46
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	Iteration 255Q: 3 clusters Score -7426596 nChanged 40
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	Iteration 256Q: 3 clusters Score -7426588 nChanged 48
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	Iteration 257Q: 3 clusters Score -7426582 nChanged 40
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	Iteration 258Q: 3 clusters Score -7426587 nChanged 54
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	Iteration 259Q: 3 clusters Score -7426599 nChanged 58
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	Iteration 260F: 3 clusters Score -7426581 nChanged 68
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	Iteration 261Q: 3 clusters Score -7426568 nChanged 72
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	Iteration 262Q: 3 clusters Score -7426570 nChanged 80
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	Iteration 264Q: 3 clusters Score -7426557 nChanged 109
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	Iteration 265Q: 3 clusters Score -7426566 nChanged 119
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	Iteration 266Q: 3 clusters Score -7426567 nChanged 123
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	Iteration 267Q: 3 clusters Score -7426545 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -7426537 nChanged 128
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Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 94730 members 
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	Iteration 269Q: 3 clusters Score -7426508 nChanged 131
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Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 94855 members 
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	Iteration 270Q: 3 clusters Score -7426520 nChanged 135
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Mstep: Class 1 contains 29591 members 
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	Iteration 271Q: 3 clusters Score -7426532 nChanged 132
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Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 95110 members 
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	Iteration 272Q: 3 clusters Score -7426560 nChanged 121
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Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 95227 members 
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	Iteration 273Q: 3 clusters Score -7426572 nChanged 108
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Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 95329 members 
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	Iteration 274Q: 3 clusters Score -7426567 nChanged 109
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Mstep: Class 1 contains 29145 members 
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	Iteration 275Q: 3 clusters Score -7426560 nChanged 101
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Mstep: Class 1 contains 29048 members 
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	Iteration 276Q: 3 clusters Score -7426576 nChanged 124
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Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 95641 members 
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	Iteration 277Q: 3 clusters Score -7426578 nChanged 116
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Mstep: Class 1 contains 28830 members 
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	Iteration 278Q: 3 clusters Score -7426560 nChanged 129
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Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 95876 members 
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	Iteration 279Q: 3 clusters Score -7426559 nChanged 143
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Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 96015 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -7426548 nChanged 131
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Mstep: Class 2 contains 96144 members 
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	Iteration 281Q: 3 clusters Score -7426548 nChanged 124
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Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 96266 members 
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	Iteration 282Q: 3 clusters Score -7426541 nChanged 126
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Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 96392 members 
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	Iteration 283Q: 3 clusters Score -7426550 nChanged 130
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Mstep: Class 1 contains 28057 members 
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	Iteration 284Q: 3 clusters Score -7426558 nChanged 136
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Mstep: Class 1 contains 27923 members 
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	Iteration 285Q: 3 clusters Score -7426578 nChanged 145
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Mstep: Class 1 contains 27780 members 
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	Iteration 286Q: 3 clusters Score -7426588 nChanged 162
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Mstep: Class 1 contains 27624 members 
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	Iteration 287Q: 3 clusters Score -7426580 nChanged 173
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	Iteration 288Q: 3 clusters Score -7426585 nChanged 189
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	Iteration 291Q: 3 clusters Score -7426622 nChanged 232
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Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 97970 members 
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	Iteration 292Q: 3 clusters Score -7426657 nChanged 234
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	Iteration 293Q: 3 clusters Score -7426691 nChanged 243
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Mstep: Class 1 contains 25911 members 
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Mstep: Class 1 contains 25053 members 
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	Iteration 300F: 3 clusters Score -7426954 nChanged 384
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Mstep: Class 1 contains 23955 members 
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	Iteration 305Q: 3 clusters Score -7427380 nChanged 579
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Mstep: Class 1 contains 21559 members 
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	Iteration 307Q: 3 clusters Score -7427728 nChanged 639
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	Iteration 309Q: 3 clusters Score -7428010 nChanged 677
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	Iteration 310Q: 3 clusters Score -7428239 nChanged 702
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	Iteration 311Q: 3 clusters Score -7428414 nChanged 735
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Mstep: Class 1 contains 17531 members 
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	Iteration 312Q: 3 clusters Score -7428624 nChanged 743
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	Iteration 313Q: 3 clusters Score -7428898 nChanged 740
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	Iteration 314Q: 3 clusters Score -7429213 nChanged 758
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	Iteration 315Q: 3 clusters Score -7429488 nChanged 774
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	Iteration 316Q: 3 clusters Score -7429778 nChanged 730
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	Iteration 317Q: 3 clusters Score -7430078 nChanged 707
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	Iteration 318Q: 3 clusters Score -7430298 nChanged 688
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	Iteration 319Q: 3 clusters Score -7430520 nChanged 672
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Mstep: Class 1 contains 11719 members 
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	Iteration 320F: 3 clusters Score -7430733 nChanged 633
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	Iteration 321Q: 3 clusters Score -7430986 nChanged 596
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	Iteration 322Q: 3 clusters Score -7431208 nChanged 566
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	Iteration 323Q: 3 clusters Score -7431376 nChanged 498
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	Iteration 324Q: 3 clusters Score -7431575 nChanged 490
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	Iteration 325Q: 3 clusters Score -7431722 nChanged 435
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	Iteration 326Q: 3 clusters Score -7431908 nChanged 400
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	Iteration 327Q: 3 clusters Score -7432013 nChanged 367
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Mstep: Class 1 contains 7734 members 
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	Iteration 328Q: 3 clusters Score -7432140 nChanged 332
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	Iteration 329Q: 3 clusters Score -7432236 nChanged 328
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	Iteration 330Q: 3 clusters Score -7432389 nChanged 301
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	Iteration 332Q: 3 clusters Score -7432582 nChanged 250
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	Iteration 333Q: 3 clusters Score -7432671 nChanged 267
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	Iteration 334Q: 3 clusters Score -7432810 nChanged 235
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	Iteration 335Q: 3 clusters Score -7432869 nChanged 210
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	Iteration 336Q: 3 clusters Score -7432936 nChanged 214
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	Iteration 337Q: 3 clusters Score -7432968 nChanged 198
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	Iteration 338Q: 3 clusters Score -7433016 nChanged 181
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	Iteration 339Q: 3 clusters Score -7433047 nChanged 164
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Mstep: Class 1 contains 4768 members 
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	Iteration 340F: 3 clusters Score -7433082 nChanged 151
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	Iteration 342Q: 3 clusters Score -7433190 nChanged 147
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	Iteration 343Q: 3 clusters Score -7433248 nChanged 143
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	Iteration 344Q: 3 clusters Score -7433292 nChanged 133
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	Iteration 345Q: 3 clusters Score -7433329 nChanged 137
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	Iteration 346Q: 3 clusters Score -7433382 nChanged 119
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	Iteration 347Q: 3 clusters Score -7433441 nChanged 103
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	Iteration 348Q: 3 clusters Score -7433460 nChanged 96
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	Iteration 349Q: 3 clusters Score -7433495 nChanged 87
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	Iteration 350Q: 3 clusters Score -7433510 nChanged 70
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	Iteration 351Q: 3 clusters Score -7433530 nChanged 63
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	Iteration 352Q: 3 clusters Score -7433536 nChanged 65
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	Iteration 353Q: 3 clusters Score -7433572 nChanged 89
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	Iteration 354Q: 3 clusters Score -7433580 nChanged 79
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	Iteration 355Q: 3 clusters Score -7433584 nChanged 55
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	Iteration 356Q: 3 clusters Score -7433586 nChanged 61
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	Iteration 357Q: 3 clusters Score -7433612 nChanged 55
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	Iteration 358Q: 3 clusters Score -7433614 nChanged 45
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	Iteration 359Q: 3 clusters Score -7433640 nChanged 63
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	Iteration 360F: 3 clusters Score -7433658 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 121692 members 
Entering Unmasked Estep 
Score: -7433669.500000 Penalty: 1067.675293
	Iteration 361Q: 3 clusters Score -7433670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 121738 members 
Entering Unmasked Estep 
Score: -7433686.000000 Penalty: 1067.675293
	Iteration 362Q: 3 clusters Score -7433686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 121787 members 
Entering Unmasked Estep 
Score: -7433701.500000 Penalty: 1067.675293
	Iteration 363Q: 3 clusters Score -7433702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 121829 members 
Entering Unmasked Estep 
Score: -7433736.500000 Penalty: 1067.675293
	Iteration 364Q: 3 clusters Score -7433736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -7433750.000000 Penalty: 1067.675293
	Iteration 365Q: 3 clusters Score -7433750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 121902 members 
Entering Unmasked Estep 
Score: -7433754.000000 Penalty: 1067.675293
	Iteration 366Q: 3 clusters Score -7433754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 121938 members 
Entering Unmasked Estep 
Score: -7433776.500000 Penalty: 1067.675293
	Iteration 367Q: 3 clusters Score -7433776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -7433783.000000 Penalty: 1067.675293
	Iteration 368Q: 3 clusters Score -7433783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 122018 members 
Entering Unmasked Estep 
Score: -7433808.000000 Penalty: 1067.675293
	Iteration 369Q: 3 clusters Score -7433808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -7433815.000000 Penalty: 1067.675293
	Iteration 370Q: 3 clusters Score -7433815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -7433818.000000 Penalty: 1067.675293
	Iteration 371Q: 3 clusters Score -7433818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -7433826.500000 Penalty: 1067.675293
	Iteration 372Q: 3 clusters Score -7433826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 122156 members 
Entering Unmasked Estep 
Score: -7433824.000000 Penalty: 1067.675293
	Iteration 373Q: 3 clusters Score -7433824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 122185 members 
Entering Unmasked Estep 
Score: -7433826.500000 Penalty: 1067.675293
	Iteration 374Q: 3 clusters Score -7433826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 122209 members 
Entering Unmasked Estep 
Score: -7433832.500000 Penalty: 1067.675293
	Iteration 375Q: 3 clusters Score -7433832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -7433836.000000 Penalty: 1067.675293
	Iteration 376Q: 3 clusters Score -7433836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 122256 members 
Entering Unmasked Estep 
Score: -7433846.500000 Penalty: 1067.675293
	Iteration 377Q: 3 clusters Score -7433846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 122266 members 
Entering Unmasked Estep 
Score: -7433846.500000 Penalty: 1067.675293
	Iteration 378Q: 3 clusters Score -7433846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -7433849.000000 Penalty: 1067.675293
	Iteration 379Q: 3 clusters Score -7433849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 122287 members 
Entering Unmasked Estep 
Score: -7433854.000000 Penalty: 1067.675293
	Iteration 380F: 3 clusters Score -7433854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -7433864.000000 Penalty: 1067.675293
	Iteration 381Q: 3 clusters Score -7433864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -7433865.500000 Penalty: 1067.675293
	Iteration 382Q: 3 clusters Score -7433866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -7433874.000000 Penalty: 1067.675293
	Iteration 383Q: 3 clusters Score -7433874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -7433875.000000 Penalty: 1067.675293
	Iteration 384Q: 3 clusters Score -7433875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -7433878.000000 Penalty: 1067.675293
	Iteration 385Q: 3 clusters Score -7433878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -7433878.000000 Penalty: 1067.675293
	Iteration 386F: 3 clusters Score -7433878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -19934.714844 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19934.71 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: -19534.460938 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19534.46 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19626.162109 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19626.16 nChanged 46
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: -19732.605469 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19732.61 nChanged 34
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: -19797.242188 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19797.24 nChanged 31
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: -19860.783203 Penalty: 537.882507
	Iteration 4F: 3 clusters Score -19860.78 nChanged 30
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: -19919.208984 Penalty: 537.882507
	Iteration 5F: 3 clusters Score -19919.21 nChanged 21
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: -19978.359375 Penalty: 537.882507
	Iteration 6F: 3 clusters Score -19978.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20007.410156 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -20007.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20019.216797 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -20019.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20026.558594 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -20026.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20038.085938 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -20038.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20041.792969 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -20041.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20041.792969 Penalty: 537.882507
	Iteration 12F: 3 clusters Score -20041.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 102 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178117 members 
Mstep: Class 28 contains 267 members 
Entering Unmasked Estep 
Score: -23062492.000000 Penalty: 16460.697266
Splitting cluster 2 changes total score from -23062704.000000 to -23062492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -22771.773438 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -22771.77 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 189 members 
Entering Unmasked Estep 
Score: -22351.871094 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -22351.87 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22457.818359 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -22457.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22494.208984 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -22494.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22516.853516 Penalty: 541.508484
	Iteration 3Q: 3 clusters Score -22516.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22526.949219 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -22526.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22532.121094 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -22532.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22537.656250 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -22537.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22548.162109 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -22548.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22554.541016 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -22554.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22560.978516 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -22560.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22572.310547 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -22572.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22576.541016 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -22576.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22580.181641 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -22580.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22585.177734 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -22585.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22592.390625 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -22592.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22594.263672 Penalty: 541.508484
	Iteration 15Q: 3 clusters Score -22594.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22596.583984 Penalty: 541.508484
	Iteration 16Q: 3 clusters Score -22596.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22605.011719 Penalty: 541.508484
	Iteration 17Q: 3 clusters Score -22605.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22609.025391 Penalty: 541.508484
	Iteration 18Q: 3 clusters Score -22609.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22614.109375 Penalty: 541.508484
	Iteration 19Q: 3 clusters Score -22614.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22614.435547 Penalty: 541.508484
	Iteration 20F: 3 clusters Score -22614.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22616.027344 Penalty: 541.508484
	Iteration 21Q: 3 clusters Score -22616.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22619.126953 Penalty: 541.508484
	Iteration 22Q: 3 clusters Score -22619.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22620.019531 Penalty: 541.508484
	Iteration 23Q: 3 clusters Score -22620.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22620.230469 Penalty: 541.508484
	Iteration 24Q: 3 clusters Score -22620.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22620.230469 Penalty: 541.508484
	Iteration 25F: 3 clusters Score -22620.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7237.760742 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7237.761 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 78 members 
Entering Unmasked Estep 
Score: -6993.709473 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6993.709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7041.332520 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7041.333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7052.086426 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7052.086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7062.429199 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7062.429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7075.138184 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7075.138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7087.246094 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7087.246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7095.882324 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7095.882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7107.789062 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7107.789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7111.555664 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7111.556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7116.260742 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -7116.261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7122.650391 Penalty: 454.746338
	Iteration 10Q: 3 clusters Score -7122.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7133.861328 Penalty: 454.746338
	Iteration 11F: 3 clusters Score -7133.861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7155.199219 Penalty: 454.746338
	Iteration 12F: 3 clusters Score -7155.199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7157.649414 Penalty: 454.746338
	Iteration 13Q: 3 clusters Score -7157.649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7159.287598 Penalty: 454.746338
	Iteration 14Q: 3 clusters Score -7159.288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7159.287598 Penalty: 454.746338
	Iteration 15F: 3 clusters Score -7159.288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -1941.203979 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -1941.204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1809.786621 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -1809.787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1829.856323 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -1829.856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1971.601440 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1971.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1821.649536 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1821.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1837.117554 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1837.118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1846.515259 Penalty: 355.994110
	Iteration 2F: 3 clusters Score -1846.515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7861.601562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7861.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7767.725098 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7767.725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7903.019043 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7903.019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7945.875000 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7945.875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7968.928711 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -7968.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7968.928711 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7968.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 26 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178117 members 
Mstep: Class 28 contains 138 members 
Entering Unmasked Estep 
Score: -23062464.000000 Penalty: 16460.697266
Splitting cluster 7 changes total score from -23062704.000000 to -23062464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -48920.937500 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -48920.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48153.878906 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -48153.88 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -48396.359375 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -48396.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -48453.402344 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -48453.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48490.253906 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -48490.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -48518.800781 Penalty: 622.878174
	Iteration 4Q: 3 clusters Score -48518.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48544.449219 Penalty: 622.878174
	Iteration 5Q: 3 clusters Score -48544.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -48571.871094 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -48571.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48606.433594 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -48606.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -48635.464844 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -48635.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48649.042969 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -48649.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -48658.386719 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -48658.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -48673.933594 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -48673.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -48682.285156 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -48682.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -48689.304688 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -48689.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -48695.656250 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -48695.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -48699.066406 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -48699.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -48703.210938 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -48703.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -48707.687500 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -48707.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -48715.226562 Penalty: 622.878174
	Iteration 18Q: 3 clusters Score -48715.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -48720.859375 Penalty: 622.878174
	Iteration 19Q: 3 clusters Score -48720.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -48727.593750 Penalty: 622.878174
	Iteration 20F: 3 clusters Score -48727.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -48733.164062 Penalty: 622.878174
	Iteration 21Q: 3 clusters Score -48733.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -48737.933594 Penalty: 622.878174
	Iteration 22Q: 3 clusters Score -48737.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -48743.750000 Penalty: 622.878174
	Iteration 23Q: 3 clusters Score -48743.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -48750.867188 Penalty: 622.878174
	Iteration 24Q: 3 clusters Score -48750.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -48758.789062 Penalty: 622.878174
	Iteration 25Q: 3 clusters Score -48758.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -48762.496094 Penalty: 622.878174
	Iteration 26Q: 3 clusters Score -48762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -48765.449219 Penalty: 622.878174
	Iteration 27Q: 3 clusters Score -48765.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -48767.550781 Penalty: 622.878174
	Iteration 28Q: 3 clusters Score -48767.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48770.691406 Penalty: 622.878174
	Iteration 29Q: 3 clusters Score -48770.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -48772.460938 Penalty: 622.878174
	Iteration 30Q: 3 clusters Score -48772.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -48773.117188 Penalty: 622.878174
	Iteration 31Q: 3 clusters Score -48773.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -48773.406250 Penalty: 622.878174
	Iteration 32Q: 3 clusters Score -48773.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -48773.679688 Penalty: 622.878174
	Iteration 33Q: 3 clusters Score -48773.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -48774.261719 Penalty: 622.878174
	Iteration 34Q: 3 clusters Score -48774.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -48774.261719 Penalty: 622.878174
	Iteration 35F: 3 clusters Score -48774.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -174989.734375 Penalty: 368.777740
	Iteration 0F: 2 clusters Score -174989.7 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 1698 members 
Entering Unmasked Estep 
Score: -172701.078125 Penalty: 737.555481
	Iteration 0F: 3 clusters Score -172701.1 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -173491.062500 Penalty: 737.555481
	Iteration 1F: 3 clusters Score -173491.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -173575.359375 Penalty: 737.555481
	Iteration 2F: 3 clusters Score -173575.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -173677.312500 Penalty: 737.555481
	Iteration 3F: 3 clusters Score -173677.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -173834.203125 Penalty: 737.555481
	Iteration 4F: 3 clusters Score -173834.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -174032.796875 Penalty: 737.555481
	Iteration 5F: 3 clusters Score -174032.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -174273.390625 Penalty: 737.555481
	Iteration 6F: 3 clusters Score -174273.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -174490.015625 Penalty: 737.555481
	Iteration 7F: 3 clusters Score -174490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -174633.953125 Penalty: 737.555481
	Iteration 8Q: 3 clusters Score -174634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -174703.250000 Penalty: 737.555481
	Iteration 9Q: 3 clusters Score -174703.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -174750.687500 Penalty: 737.555481
	Iteration 10Q: 3 clusters Score -174750.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -174779.671875 Penalty: 737.555481
	Iteration 11Q: 3 clusters Score -174779.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -174792.546875 Penalty: 737.555481
	Iteration 12Q: 3 clusters Score -174792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -174803.187500 Penalty: 737.555481
	Iteration 13Q: 3 clusters Score -174803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -174808.953125 Penalty: 737.555481
	Iteration 14Q: 3 clusters Score -174809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -174811.062500 Penalty: 737.555481
	Iteration 15Q: 3 clusters Score -174811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -174811.062500 Penalty: 737.555481
	Iteration 16F: 3 clusters Score -174811.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -629142.000000 Penalty: 418.810394
	Iteration 0F: 2 clusters Score -629142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -622527.125000 Penalty: 837.620789
	Iteration 0F: 3 clusters Score -622527.1 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -624998.562500 Penalty: 837.620789
	Iteration 1F: 3 clusters Score -624998.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -625127.500000 Penalty: 837.620789
	Iteration 2Q: 3 clusters Score -625127.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -625266.000000 Penalty: 837.620789
	Iteration 3Q: 3 clusters Score -625266 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -625412.187500 Penalty: 837.620789
	Iteration 4Q: 3 clusters Score -625412.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -625603.250000 Penalty: 837.620789
	Iteration 5Q: 3 clusters Score -625603.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -625851.937500 Penalty: 837.620789
	Iteration 6Q: 3 clusters Score -625851.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -626202.875000 Penalty: 837.620789
	Iteration 7F: 3 clusters Score -626202.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -626670.375000 Penalty: 837.620789
	Iteration 8F: 3 clusters Score -626670.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -627231.187500 Penalty: 837.620789
	Iteration 9F: 3 clusters Score -627231.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -627775.062500 Penalty: 837.620789
	Iteration 10F: 3 clusters Score -627775.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -628153.625000 Penalty: 837.620789
	Iteration 11Q: 3 clusters Score -628153.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -628421.937500 Penalty: 837.620789
	Iteration 12Q: 3 clusters Score -628421.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -628600.750000 Penalty: 837.620789
	Iteration 13Q: 3 clusters Score -628600.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -628687.000000 Penalty: 837.620789
	Iteration 14Q: 3 clusters Score -628687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -628718.937500 Penalty: 837.620789
	Iteration 15Q: 3 clusters Score -628718.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -628734.687500 Penalty: 837.620789
	Iteration 16Q: 3 clusters Score -628734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -628750.500000 Penalty: 837.620789
	Iteration 17Q: 3 clusters Score -628750.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -628765.250000 Penalty: 837.620789
	Iteration 18Q: 3 clusters Score -628765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -628772.437500 Penalty: 837.620789
	Iteration 19Q: 3 clusters Score -628772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -628775.312500 Penalty: 837.620789
	Iteration 20F: 3 clusters Score -628775.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -628777.250000 Penalty: 837.620789
	Iteration 21Q: 3 clusters Score -628777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -628783.187500 Penalty: 837.620789
	Iteration 22Q: 3 clusters Score -628783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -628787.937500 Penalty: 837.620789
	Iteration 23Q: 3 clusters Score -628787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -628789.375000 Penalty: 837.620789
	Iteration 24Q: 3 clusters Score -628789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -628791.875000 Penalty: 837.620789
	Iteration 25Q: 3 clusters Score -628791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -628791.875000 Penalty: 837.620789
	Iteration 26F: 3 clusters Score -628791.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -58929.933594 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -58929.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58085.996094 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -58086 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -58290.050781 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -58290.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58334.667969 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -58334.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58357.457031 Penalty: 633.650269
	Iteration 3Q: 3 clusters Score -58357.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58375.910156 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -58375.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58385.101562 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -58385.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -58394.339844 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -58394.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -58403.441406 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -58403.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -58420.875000 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -58420.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -58435.175781 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -58435.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -58448.324219 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -58448.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -58468.164062 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -58468.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -58501.105469 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -58501.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -58552.953125 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -58552.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -58634.777344 Penalty: 633.650269
	Iteration 14F: 3 clusters Score -58634.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -58737.863281 Penalty: 633.650269
	Iteration 15F: 3 clusters Score -58737.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -58835.460938 Penalty: 633.650269
	Iteration 16F: 3 clusters Score -58835.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58906.300781 Penalty: 633.650269
	Iteration 17F: 3 clusters Score -58906.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -58934.761719 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -58934.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58951.339844 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -58951.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -58962.683594 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -58962.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -58967.144531 Penalty: 633.650269
	Iteration 21Q: 3 clusters Score -58967.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -58971.179688 Penalty: 633.650269
	Iteration 22Q: 3 clusters Score -58971.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58981.164062 Penalty: 633.650269
	Iteration 23Q: 3 clusters Score -58981.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -58986.957031 Penalty: 633.650269
	Iteration 24Q: 3 clusters Score -58986.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58991.453125 Penalty: 633.650269
	Iteration 25Q: 3 clusters Score -58991.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58992.722656 Penalty: 633.650269
	Iteration 26Q: 3 clusters Score -58992.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -58995.457031 Penalty: 633.650269
	Iteration 27Q: 3 clusters Score -58995.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58996.609375 Penalty: 633.650269
	Iteration 28Q: 3 clusters Score -58996.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58996.609375 Penalty: 633.650269
	Iteration 29F: 3 clusters Score -58996.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 384 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 58 members 
Mstep: Class 6 contains 50 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 939 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 37316 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 1913 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 178117 members 
Mstep: Class 28 contains 497 members 
Entering Unmasked Estep 
Score: -23062478.000000 Penalty: 16460.697266
Splitting cluster 11 changes total score from -23062704.000000 to -23062478.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -83444.976562 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -83444.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -82282.804688 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -82282.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -82646.851562 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -82646.85 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -82689.273438 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -82689.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -82721.242188 Penalty: 667.305115
	Iteration 3Q: 3 clusters Score -82721.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -82748.210938 Penalty: 667.305115
	Iteration 4Q: 3 clusters Score -82748.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -82778.718750 Penalty: 667.305115
	Iteration 5Q: 3 clusters Score -82778.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -82818.437500 Penalty: 667.305115
	Iteration 6Q: 3 clusters Score -82818.44 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -82860.812500 Penalty: 667.305115
	Iteration 7Q: 3 clusters Score -82860.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -82904.015625 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -82904.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -82967.203125 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -82967.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -83036.101562 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -83036.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -83076.640625 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -83076.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -83106.851562 Penalty: 667.305115
	Iteration 12Q: 3 clusters Score -83106.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -83130.539062 Penalty: 667.305115
	Iteration 13Q: 3 clusters Score -83130.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -83147.460938 Penalty: 667.305115
	Iteration 14Q: 3 clusters Score -83147.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -83156.859375 Penalty: 667.305115
	Iteration 15Q: 3 clusters Score -83156.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -83160.914062 Penalty: 667.305115
	Iteration 16Q: 3 clusters Score -83160.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -83167.484375 Penalty: 667.305115
	Iteration 17Q: 3 clusters Score -83167.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -83168.820312 Penalty: 667.305115
	Iteration 18Q: 3 clusters Score -83168.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -83170.421875 Penalty: 667.305115
	Iteration 19Q: 3 clusters Score -83170.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -83170.640625 Penalty: 667.305115
	Iteration 20F: 3 clusters Score -83170.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -88024.023438 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -88024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -86897.515625 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -86897.52 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -87249.101562 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -87249.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87300.351562 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -87300.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -87347.578125 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -87347.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -87399.007812 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -87399.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -87455.601562 Penalty: 670.058411
	Iteration 5F: 3 clusters Score -87455.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -87520.968750 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -87520.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -87596.281250 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -87596.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -87641.742188 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -87641.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -87672.968750 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -87672.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -87693.937500 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -87693.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -87706.257812 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -87706.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -87713.773438 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -87713.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -87718.382812 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -87718.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -87726.156250 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -87726.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -87736.992188 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -87736.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -87744.695312 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -87744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -87750.773438 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -87750.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -87754.492188 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -87754.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -87757.921875 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -87757.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -87760.507812 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -87760.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -87763.593750 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -87763.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -87768.968750 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -87768.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -87771.921875 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -87771.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -87773.914062 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -87773.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -87775.460938 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -87775.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -87778.187500 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -87778.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -87779.546875 Penalty: 670.058411
	Iteration 27Q: 3 clusters Score -87779.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -87781.179688 Penalty: 670.058411
	Iteration 28Q: 3 clusters Score -87781.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -87783.046875 Penalty: 670.058411
	Iteration 29Q: 3 clusters Score -87783.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -87785.812500 Penalty: 670.058411
	Iteration 30Q: 3 clusters Score -87785.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -87786.671875 Penalty: 670.058411
	Iteration 31Q: 3 clusters Score -87786.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -87786.867188 Penalty: 670.058411
	Iteration 32Q: 3 clusters Score -87786.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -87786.867188 Penalty: 670.058411
	Iteration 33F: 3 clusters Score -87786.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Entering Unmasked Estep 
Score: -2081400.125000 Penalty: 478.986603
	Iteration 0F: 2 clusters Score -2081400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2056346.125000 Penalty: 957.973206
	Iteration 0F: 3 clusters Score -2056346 nChanged 18013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2068034.500000 Penalty: 957.973206
	Iteration 1F: 3 clusters Score -2068034 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2069373.875000 Penalty: 957.973206
	Iteration 2F: 3 clusters Score -2069374 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2071097.000000 Penalty: 957.973206
	Iteration 3F: 3 clusters Score -2071097 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2073048.000000 Penalty: 957.973206
	Iteration 4F: 3 clusters Score -2073048 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2074915.125000 Penalty: 957.973206
	Iteration 5F: 3 clusters Score -2074915 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2076523.250000 Penalty: 957.973206
	Iteration 6F: 3 clusters Score -2076523 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2077650.750000 Penalty: 957.973206
	Iteration 7Q: 3 clusters Score -2077651 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2078503.125000 Penalty: 957.973206
	Iteration 8Q: 3 clusters Score -2078503 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2079133.000000 Penalty: 957.973206
	Iteration 9Q: 3 clusters Score -2079133 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2079649.625000 Penalty: 957.973206
	Iteration 10Q: 3 clusters Score -2079650 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2080070.625000 Penalty: 957.973206
	Iteration 11Q: 3 clusters Score -2080071 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2080360.000000 Penalty: 957.973206
	Iteration 12Q: 3 clusters Score -2080360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2080555.250000 Penalty: 957.973206
	Iteration 13Q: 3 clusters Score -2080555 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2080694.750000 Penalty: 957.973206
	Iteration 14Q: 3 clusters Score -2080695 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2080826.500000 Penalty: 957.973206
	Iteration 15Q: 3 clusters Score -2080826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2080895.500000 Penalty: 957.973206
	Iteration 16Q: 3 clusters Score -2080896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2080944.000000 Penalty: 957.973206
	Iteration 17Q: 3 clusters Score -2080944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2080974.250000 Penalty: 957.973206
	Iteration 18Q: 3 clusters Score -2080974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2080999.750000 Penalty: 957.973206
	Iteration 19Q: 3 clusters Score -2081000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2081015.125000 Penalty: 957.973206
	Iteration 20F: 3 clusters Score -2081015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2081023.375000 Penalty: 957.973206
	Iteration 21Q: 3 clusters Score -2081023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2081029.000000 Penalty: 957.973206
	Iteration 22Q: 3 clusters Score -2081029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2081031.500000 Penalty: 957.973206
	Iteration 23Q: 3 clusters Score -2081032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2081032.375000 Penalty: 957.973206
	Iteration 24Q: 3 clusters Score -2081032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2081032.750000 Penalty: 957.973206
	Iteration 25Q: 3 clusters Score -2081033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2081035.875000 Penalty: 957.973206
	Iteration 26Q: 3 clusters Score -2081036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2081037.625000 Penalty: 957.973206
	Iteration 27Q: 3 clusters Score -2081038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2081041.000000 Penalty: 957.973206
	Iteration 28Q: 3 clusters Score -2081041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2081040.375000 Penalty: 957.973206
	Iteration 29Q: 3 clusters Score -2081040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2081039.125000 Penalty: 957.973206
	Iteration 30Q: 3 clusters Score -2081039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2081039.125000 Penalty: 957.973206
	Iteration 31F: 3 clusters Score -2081039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -215127.234375 Penalty: 374.949554
	Iteration 0F: 2 clusters Score -215127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -212507.265625 Penalty: 749.899109
	Iteration 0F: 3 clusters Score -212507.3 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -213644.046875 Penalty: 749.899109
	Iteration 1F: 3 clusters Score -213644 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -213861.765625 Penalty: 749.899109
	Iteration 2F: 3 clusters Score -213861.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -214053.390625 Penalty: 749.899109
	Iteration 3F: 3 clusters Score -214053.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -214176.781250 Penalty: 749.899109
	Iteration 4F: 3 clusters Score -214176.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -214279.937500 Penalty: 749.899109
	Iteration 5Q: 3 clusters Score -214279.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -214373.765625 Penalty: 749.899109
	Iteration 6Q: 3 clusters Score -214373.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -214445.859375 Penalty: 749.899109
	Iteration 7Q: 3 clusters Score -214445.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -214492.687500 Penalty: 749.899109
	Iteration 8Q: 3 clusters Score -214492.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -214540.328125 Penalty: 749.899109
	Iteration 9Q: 3 clusters Score -214540.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -214578.468750 Penalty: 749.899109
	Iteration 10Q: 3 clusters Score -214578.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -214605.406250 Penalty: 749.899109
	Iteration 11Q: 3 clusters Score -214605.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -214631.828125 Penalty: 749.899109
	Iteration 12Q: 3 clusters Score -214631.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -214655.078125 Penalty: 749.899109
	Iteration 13Q: 3 clusters Score -214655.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -214674.578125 Penalty: 749.899109
	Iteration 14Q: 3 clusters Score -214674.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -214698.515625 Penalty: 749.899109
	Iteration 15Q: 3 clusters Score -214698.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -214719.140625 Penalty: 749.899109
	Iteration 16Q: 3 clusters Score -214719.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -214735.421875 Penalty: 749.899109
	Iteration 17Q: 3 clusters Score -214735.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -214747.781250 Penalty: 749.899109
	Iteration 18Q: 3 clusters Score -214747.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -214760.875000 Penalty: 749.899109
	Iteration 19Q: 3 clusters Score -214760.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -214774.109375 Penalty: 749.899109
	Iteration 20F: 3 clusters Score -214774.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -214783.046875 Penalty: 749.899109
	Iteration 21Q: 3 clusters Score -214783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -214789.843750 Penalty: 749.899109
	Iteration 22Q: 3 clusters Score -214789.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -214794.046875 Penalty: 749.899109
	Iteration 23Q: 3 clusters Score -214794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -214799.859375 Penalty: 749.899109
	Iteration 24Q: 3 clusters Score -214799.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -214803.937500 Penalty: 749.899109
	Iteration 25Q: 3 clusters Score -214803.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -214806.515625 Penalty: 749.899109
	Iteration 26Q: 3 clusters Score -214806.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -214807.859375 Penalty: 749.899109
	Iteration 27Q: 3 clusters Score -214807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -214809.484375 Penalty: 749.899109
	Iteration 28Q: 3 clusters Score -214809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -214811.453125 Penalty: 749.899109
	Iteration 29Q: 3 clusters Score -214811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -214813.218750 Penalty: 749.899109
	Iteration 30Q: 3 clusters Score -214813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -214815.046875 Penalty: 749.899109
	Iteration 31Q: 3 clusters Score -214815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -214816.093750 Penalty: 749.899109
	Iteration 32Q: 3 clusters Score -214816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -214817.078125 Penalty: 749.899109
	Iteration 33Q: 3 clusters Score -214817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -214817.375000 Penalty: 749.899109
	Iteration 34Q: 3 clusters Score -214817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -214817.375000 Penalty: 749.899109
	Iteration 35F: 3 clusters Score -214817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -11296.939453 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11296.94 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 111 members 
Entering Unmasked Estep 
Score: -10990.782227 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -10990.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11109.109375 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11109.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11169.096680 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11198.565430 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -11198.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11232.096680 Penalty: 494.865234
	Iteration 4F: 3 clusters Score -11232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11238.626953 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11238.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11244.697266 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11249.696289 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11252.674805 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -11252.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11252.674805 Penalty: 494.865234
	Iteration 9F: 3 clusters Score -11252.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -60714.027344 Penalty: 315.292999
	Iteration 0F: 2 clusters Score -60714.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59881.046875 Penalty: 630.585999
	Iteration 0F: 3 clusters Score -59881.05 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -60118.257812 Penalty: 630.585999
	Iteration 1F: 3 clusters Score -60118.26 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -60188.136719 Penalty: 630.585999
	Iteration 2F: 3 clusters Score -60188.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60260.730469 Penalty: 630.585999
	Iteration 3F: 3 clusters Score -60260.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60352.195312 Penalty: 630.585999
	Iteration 4F: 3 clusters Score -60352.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60448.832031 Penalty: 630.585999
	Iteration 5F: 3 clusters Score -60448.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60517.644531 Penalty: 630.585999
	Iteration 6F: 3 clusters Score -60517.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60561.488281 Penalty: 630.585999
	Iteration 7Q: 3 clusters Score -60561.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60586.550781 Penalty: 630.585999
	Iteration 8Q: 3 clusters Score -60586.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60607.953125 Penalty: 630.585999
	Iteration 9Q: 3 clusters Score -60607.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60627.000000 Penalty: 630.585999
	Iteration 10Q: 3 clusters Score -60627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60636.101562 Penalty: 630.585999
	Iteration 11Q: 3 clusters Score -60636.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60641.851562 Penalty: 630.585999
	Iteration 12Q: 3 clusters Score -60641.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60645.265625 Penalty: 630.585999
	Iteration 13Q: 3 clusters Score -60645.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60647.976562 Penalty: 630.585999
	Iteration 14Q: 3 clusters Score -60647.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60650.183594 Penalty: 630.585999
	Iteration 15Q: 3 clusters Score -60650.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60651.273438 Penalty: 630.585999
	Iteration 16Q: 3 clusters Score -60651.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60652.609375 Penalty: 630.585999
	Iteration 17Q: 3 clusters Score -60652.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60653.855469 Penalty: 630.585999
	Iteration 18Q: 3 clusters Score -60653.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60654.332031 Penalty: 630.585999
	Iteration 19Q: 3 clusters Score -60654.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60654.332031 Penalty: 630.585999
	Iteration 20F: 3 clusters Score -60654.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -203840.203125 Penalty: 368.777740
	Iteration 0F: 2 clusters Score -203840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -201628.375000 Penalty: 737.555481
	Iteration 0F: 3 clusters Score -201628.4 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -202400.406250 Penalty: 737.555481
	Iteration 1F: 3 clusters Score -202400.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -202471.750000 Penalty: 737.555481
	Iteration 2F: 3 clusters Score -202471.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -202543.906250 Penalty: 737.555481
	Iteration 3Q: 3 clusters Score -202543.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -202639.593750 Penalty: 737.555481
	Iteration 4Q: 3 clusters Score -202639.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202760.625000 Penalty: 737.555481
	Iteration 5Q: 3 clusters Score -202760.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -202905.859375 Penalty: 737.555481
	Iteration 6F: 3 clusters Score -202905.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -203046.406250 Penalty: 737.555481
	Iteration 7F: 3 clusters Score -203046.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -203169.562500 Penalty: 737.555481
	Iteration 8Q: 3 clusters Score -203169.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -203245.640625 Penalty: 737.555481
	Iteration 9Q: 3 clusters Score -203245.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -203294.265625 Penalty: 737.555481
	Iteration 10Q: 3 clusters Score -203294.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -203325.296875 Penalty: 737.555481
	Iteration 11Q: 3 clusters Score -203325.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -203344.593750 Penalty: 737.555481
	Iteration 12Q: 3 clusters Score -203344.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -203358.187500 Penalty: 737.555481
	Iteration 13Q: 3 clusters Score -203358.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203370.156250 Penalty: 737.555481
	Iteration 14Q: 3 clusters Score -203370.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -203386.140625 Penalty: 737.555481
	Iteration 15Q: 3 clusters Score -203386.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203400.843750 Penalty: 737.555481
	Iteration 16Q: 3 clusters Score -203400.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -203411.765625 Penalty: 737.555481
	Iteration 17Q: 3 clusters Score -203411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203423.390625 Penalty: 737.555481
	Iteration 18Q: 3 clusters Score -203423.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -203433.953125 Penalty: 737.555481
	Iteration 19Q: 3 clusters Score -203434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -203443.218750 Penalty: 737.555481
	Iteration 20F: 3 clusters Score -203443.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -203449.375000 Penalty: 737.555481
	Iteration 21Q: 3 clusters Score -203449.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -203453.859375 Penalty: 737.555481
	Iteration 22Q: 3 clusters Score -203453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -203459.203125 Penalty: 737.555481
	Iteration 23Q: 3 clusters Score -203459.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -203470.921875 Penalty: 737.555481
	Iteration 24Q: 3 clusters Score -203470.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -203480.843750 Penalty: 737.555481
	Iteration 25Q: 3 clusters Score -203480.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -203492.703125 Penalty: 737.555481
	Iteration 26Q: 3 clusters Score -203492.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -203501.859375 Penalty: 737.555481
	Iteration 27Q: 3 clusters Score -203501.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -203505.468750 Penalty: 737.555481
	Iteration 28Q: 3 clusters Score -203505.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -203509.687500 Penalty: 737.555481
	Iteration 29Q: 3 clusters Score -203509.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -203518.000000 Penalty: 737.555481
	Iteration 30Q: 3 clusters Score -203518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -203523.375000 Penalty: 737.555481
	Iteration 31Q: 3 clusters Score -203523.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -203528.187500 Penalty: 737.555481
	Iteration 32Q: 3 clusters Score -203528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -203532.234375 Penalty: 737.555481
	Iteration 33Q: 3 clusters Score -203532.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -203535.421875 Penalty: 737.555481
	Iteration 34Q: 3 clusters Score -203535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -203535.953125 Penalty: 737.555481
	Iteration 35Q: 3 clusters Score -203536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -203535.984375 Penalty: 737.555481
	Iteration 36Q: 3 clusters Score -203536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -203537.250000 Penalty: 737.555481
	Iteration 37Q: 3 clusters Score -203537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -203538.125000 Penalty: 737.555481
	Iteration 38Q: 3 clusters Score -203538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -203538.734375 Penalty: 737.555481
	Iteration 39Q: 3 clusters Score -203538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -203539.218750 Penalty: 737.555481
	Iteration 40F: 3 clusters Score -203539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -843286.812500 Penalty: 436.460419
	Iteration 0F: 2 clusters Score -843286.8 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 7421 members 
Entering Unmasked Estep 
Score: -833495.812500 Penalty: 872.920837
	Iteration 0F: 3 clusters Score -833495.8 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -837871.625000 Penalty: 872.920837
	Iteration 1F: 3 clusters Score -837871.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -838539.750000 Penalty: 872.920837
	Iteration 2F: 3 clusters Score -838539.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -839333.437500 Penalty: 872.920837
	Iteration 3F: 3 clusters Score -839333.4 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -840136.437500 Penalty: 872.920837
	Iteration 4F: 3 clusters Score -840136.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -840795.937500 Penalty: 872.920837
	Iteration 5F: 3 clusters Score -840795.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -841345.750000 Penalty: 872.920837
	Iteration 6Q: 3 clusters Score -841345.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -841765.375000 Penalty: 872.920837
	Iteration 7Q: 3 clusters Score -841765.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -842137.625000 Penalty: 872.920837
	Iteration 8Q: 3 clusters Score -842137.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -842430.562500 Penalty: 872.920837
	Iteration 9Q: 3 clusters Score -842430.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -842636.312500 Penalty: 872.920837
	Iteration 10Q: 3 clusters Score -842636.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -842744.000000 Penalty: 872.920837
	Iteration 11Q: 3 clusters Score -842744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -842806.187500 Penalty: 872.920837
	Iteration 12Q: 3 clusters Score -842806.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -842848.187500 Penalty: 872.920837
	Iteration 13Q: 3 clusters Score -842848.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -842874.062500 Penalty: 872.920837
	Iteration 14Q: 3 clusters Score -842874.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -842890.250000 Penalty: 872.920837
	Iteration 15Q: 3 clusters Score -842890.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -842901.062500 Penalty: 872.920837
	Iteration 16Q: 3 clusters Score -842901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -842909.500000 Penalty: 872.920837
	Iteration 17Q: 3 clusters Score -842909.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -842919.250000 Penalty: 872.920837
	Iteration 18Q: 3 clusters Score -842919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -842924.562500 Penalty: 872.920837
	Iteration 19Q: 3 clusters Score -842924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -842927.000000 Penalty: 872.920837
	Iteration 20F: 3 clusters Score -842927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -842929.875000 Penalty: 872.920837
	Iteration 21Q: 3 clusters Score -842929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -842930.750000 Penalty: 872.920837
	Iteration 22Q: 3 clusters Score -842930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -842933.125000 Penalty: 872.920837
	Iteration 23Q: 3 clusters Score -842933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -842934.250000 Penalty: 872.920837
	Iteration 24Q: 3 clusters Score -842934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -842934.250000 Penalty: 872.920837
	Iteration 25F: 3 clusters Score -842934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -317342.343750 Penalty: 394.504517
	Iteration 0F: 2 clusters Score -317342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -313417.406250 Penalty: 789.009033
	Iteration 0F: 3 clusters Score -313417.4 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -314809.218750 Penalty: 789.009033
	Iteration 1F: 3 clusters Score -314809.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -314967.250000 Penalty: 789.009033
	Iteration 2F: 3 clusters Score -314967.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -315138.062500 Penalty: 789.009033
	Iteration 3F: 3 clusters Score -315138.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -315393.125000 Penalty: 789.009033
	Iteration 4F: 3 clusters Score -315393.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -315682.187500 Penalty: 789.009033
	Iteration 5F: 3 clusters Score -315682.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -316020.062500 Penalty: 789.009033
	Iteration 6F: 3 clusters Score -316020.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -316249.531250 Penalty: 789.009033
	Iteration 7F: 3 clusters Score -316249.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -316381.937500 Penalty: 789.009033
	Iteration 8Q: 3 clusters Score -316381.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -316467.312500 Penalty: 789.009033
	Iteration 9Q: 3 clusters Score -316467.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -316559.906250 Penalty: 789.009033
	Iteration 10Q: 3 clusters Score -316559.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -316643.906250 Penalty: 789.009033
	Iteration 11Q: 3 clusters Score -316643.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -316740.656250 Penalty: 789.009033
	Iteration 12Q: 3 clusters Score -316740.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -316846.937500 Penalty: 789.009033
	Iteration 13Q: 3 clusters Score -316846.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -316943.500000 Penalty: 789.009033
	Iteration 14Q: 3 clusters Score -316943.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -317014.000000 Penalty: 789.009033
	Iteration 15Q: 3 clusters Score -317014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -317051.906250 Penalty: 789.009033
	Iteration 16Q: 3 clusters Score -317051.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -317074.531250 Penalty: 789.009033
	Iteration 17Q: 3 clusters Score -317074.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -317089.718750 Penalty: 789.009033
	Iteration 18Q: 3 clusters Score -317089.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -317095.218750 Penalty: 789.009033
	Iteration 19Q: 3 clusters Score -317095.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -317105.937500 Penalty: 789.009033
	Iteration 20F: 3 clusters Score -317105.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -317109.437500 Penalty: 789.009033
	Iteration 21Q: 3 clusters Score -317109.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -317111.312500 Penalty: 789.009033
	Iteration 22Q: 3 clusters Score -317111.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -317112.812500 Penalty: 789.009033
	Iteration 23Q: 3 clusters Score -317112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -317113.812500 Penalty: 789.009033
	Iteration 24Q: 3 clusters Score -317113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -317115.093750 Penalty: 789.009033
	Iteration 25Q: 3 clusters Score -317115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -317115.750000 Penalty: 789.009033
	Iteration 26Q: 3 clusters Score -317115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -317116.125000 Penalty: 789.009033
	Iteration 27Q: 3 clusters Score -317116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -317115.781250 Penalty: 789.009033
	Iteration 28Q: 3 clusters Score -317115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -317116.218750 Penalty: 789.009033
	Iteration 29Q: 3 clusters Score -317116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -317116.218750 Penalty: 789.009033
	Iteration 30F: 3 clusters Score -317116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -107517.078125 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -107517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -106089.437500 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -106089.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -106605.851562 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -106605.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -106791.023438 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -106791 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -106995.640625 Penalty: 687.634949
	Iteration 3F: 3 clusters Score -106995.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -107222.070312 Penalty: 687.634949
	Iteration 4F: 3 clusters Score -107222.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107395.945312 Penalty: 687.634949
	Iteration 5F: 3 clusters Score -107395.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -107460.179688 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -107460.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -107478.054688 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -107478.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -107488.062500 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -107488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -107492.851562 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -107492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -107497.820312 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -107497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -107500.570312 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -107500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -107504.117188 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -107504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -107508.210938 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -107508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -107511.148438 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -107511.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -107514.648438 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -107514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -107515.539062 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -107515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -107515.523438 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -107515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -107515.523438 Penalty: 687.634949
	Iteration 18F: 3 clusters Score -107515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -45936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45249.960938 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -45249.96 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -45434.503906 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -45434.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -45483.730469 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -45483.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -45511.750000 Penalty: 609.654541
	Iteration 3Q: 3 clusters Score -45511.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45526.023438 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -45526.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -45531.917969 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -45531.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -45536.382812 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -45536.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -45540.816406 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -45540.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -45547.742188 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -45547.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -45555.890625 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -45555.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -45564.183594 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -45564.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -45572.656250 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -45572.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -45590.796875 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -45590.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -45619.027344 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -45619.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45637.847656 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -45637.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -45655.925781 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -45655.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -45666.000000 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -45666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45673.640625 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -45673.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45676.554688 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -45676.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45680.039062 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -45680.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -45686.351562 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -45686.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -45691.074219 Penalty: 609.654541
	Iteration 21Q: 3 clusters Score -45691.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -45695.769531 Penalty: 609.654541
	Iteration 22Q: 3 clusters Score -45695.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45700.066406 Penalty: 609.654541
	Iteration 23Q: 3 clusters Score -45700.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -45701.253906 Penalty: 609.654541
	Iteration 24Q: 3 clusters Score -45701.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45703.101562 Penalty: 609.654541
	Iteration 25Q: 3 clusters Score -45703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45704.765625 Penalty: 609.654541
	Iteration 26Q: 3 clusters Score -45704.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45706.417969 Penalty: 609.654541
	Iteration 27Q: 3 clusters Score -45706.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45708.542969 Penalty: 609.654541
	Iteration 28Q: 3 clusters Score -45708.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45711.328125 Penalty: 609.654541
	Iteration 29Q: 3 clusters Score -45711.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45713.976562 Penalty: 609.654541
	Iteration 30Q: 3 clusters Score -45713.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45715.859375 Penalty: 609.654541
	Iteration 31Q: 3 clusters Score -45715.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45717.136719 Penalty: 609.654541
	Iteration 32Q: 3 clusters Score -45717.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -45720.562500 Penalty: 609.654541
	Iteration 33Q: 3 clusters Score -45720.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45723.664062 Penalty: 609.654541
	Iteration 34Q: 3 clusters Score -45723.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45724.996094 Penalty: 609.654541
	Iteration 35Q: 3 clusters Score -45725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45725.492188 Penalty: 609.654541
	Iteration 36Q: 3 clusters Score -45725.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45726.000000 Penalty: 609.654541
	Iteration 37Q: 3 clusters Score -45726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45726.648438 Penalty: 609.654541
	Iteration 38Q: 3 clusters Score -45726.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45727.437500 Penalty: 609.654541
	Iteration 39Q: 3 clusters Score -45727.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45727.800781 Penalty: 609.654541
	Iteration 40F: 3 clusters Score -45727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45728.347656 Penalty: 609.654541
	Iteration 41Q: 3 clusters Score -45728.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45728.746094 Penalty: 609.654541
	Iteration 42Q: 3 clusters Score -45728.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45728.746094 Penalty: 609.654541
	Iteration 43F: 3 clusters Score -45728.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -13255.284180 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -13255.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12934.881836 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -12934.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13022.050781 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -13022.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13057.245117 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -13057.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13074.803711 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -13074.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13084.449219 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -13084.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13091.994141 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -13091.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13104.175781 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -13104.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13113.498047 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -13113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13118.126953 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -13118.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13124.296875 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -13124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13129.064453 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -13129.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13134.411133 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -13134.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13139.670898 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -13139.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13142.958008 Penalty: 505.671356
	Iteration 13Q: 3 clusters Score -13142.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13143.342773 Penalty: 505.671356
	Iteration 14Q: 3 clusters Score -13143.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13143.342773 Penalty: 505.671356
	Iteration 15F: 3 clusters Score -13143.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -847328.062500 Penalty: 432.444672
	Iteration 0F: 2 clusters Score -847328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -838353.500000 Penalty: 864.889343
	Iteration 0F: 3 clusters Score -838353.5 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -842093.437500 Penalty: 864.889343
	Iteration 1F: 3 clusters Score -842093.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -842349.375000 Penalty: 864.889343
	Iteration 2Q: 3 clusters Score -842349.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -842759.437500 Penalty: 864.889343
	Iteration 3F: 3 clusters Score -842759.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -843396.187500 Penalty: 864.889343
	Iteration 4F: 3 clusters Score -843396.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -844259.250000 Penalty: 864.889343
	Iteration 5F: 3 clusters Score -844259.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -845176.187500 Penalty: 864.889343
	Iteration 6F: 3 clusters Score -845176.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -845840.937500 Penalty: 864.889343
	Iteration 7F: 3 clusters Score -845840.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -846165.750000 Penalty: 864.889343
	Iteration 8Q: 3 clusters Score -846165.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -846295.125000 Penalty: 864.889343
	Iteration 9Q: 3 clusters Score -846295.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -846366.625000 Penalty: 864.889343
	Iteration 10Q: 3 clusters Score -846366.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -846430.562500 Penalty: 864.889343
	Iteration 11Q: 3 clusters Score -846430.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -846483.312500 Penalty: 864.889343
	Iteration 12Q: 3 clusters Score -846483.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -846530.437500 Penalty: 864.889343
	Iteration 13Q: 3 clusters Score -846530.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -846574.687500 Penalty: 864.889343
	Iteration 14Q: 3 clusters Score -846574.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -846617.125000 Penalty: 864.889343
	Iteration 15Q: 3 clusters Score -846617.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -846654.875000 Penalty: 864.889343
	Iteration 16Q: 3 clusters Score -846654.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -846692.500000 Penalty: 864.889343
	Iteration 17Q: 3 clusters Score -846692.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -846721.125000 Penalty: 864.889343
	Iteration 18Q: 3 clusters Score -846721.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -846745.125000 Penalty: 864.889343
	Iteration 19Q: 3 clusters Score -846745.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -846767.062500 Penalty: 864.889343
	Iteration 20F: 3 clusters Score -846767.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -846785.812500 Penalty: 864.889343
	Iteration 21Q: 3 clusters Score -846785.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -846809.375000 Penalty: 864.889343
	Iteration 22Q: 3 clusters Score -846809.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -846830.937500 Penalty: 864.889343
	Iteration 23Q: 3 clusters Score -846830.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -846850.125000 Penalty: 864.889343
	Iteration 24Q: 3 clusters Score -846850.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -846866.562500 Penalty: 864.889343
	Iteration 25Q: 3 clusters Score -846866.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -846886.937500 Penalty: 864.889343
	Iteration 26Q: 3 clusters Score -846886.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -846901.250000 Penalty: 864.889343
	Iteration 27Q: 3 clusters Score -846901.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -846910.750000 Penalty: 864.889343
	Iteration 28Q: 3 clusters Score -846910.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -846915.937500 Penalty: 864.889343
	Iteration 29Q: 3 clusters Score -846915.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -846926.625000 Penalty: 864.889343
	Iteration 30Q: 3 clusters Score -846926.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -846934.500000 Penalty: 864.889343
	Iteration 31Q: 3 clusters Score -846934.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -846941.125000 Penalty: 864.889343
	Iteration 32Q: 3 clusters Score -846941.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -846944.687500 Penalty: 864.889343
	Iteration 33Q: 3 clusters Score -846944.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -846946.750000 Penalty: 864.889343
	Iteration 34Q: 3 clusters Score -846946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -846946.875000 Penalty: 864.889343
	Iteration 35Q: 3 clusters Score -846946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -846950.437500 Penalty: 864.889343
	Iteration 36Q: 3 clusters Score -846950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -846952.812500 Penalty: 864.889343
	Iteration 37Q: 3 clusters Score -846952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -846951.875000 Penalty: 864.889343
	Iteration 38Q: 3 clusters Score -846951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -846952.562500 Penalty: 864.889343
	Iteration 39Q: 3 clusters Score -846952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -846957.000000 Penalty: 864.889343
	Iteration 40F: 3 clusters Score -846957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -846958.000000 Penalty: 864.889343
	Iteration 41Q: 3 clusters Score -846958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -846962.250000 Penalty: 864.889343
	Iteration 42Q: 3 clusters Score -846962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -846962.625000 Penalty: 864.889343
	Iteration 43Q: 3 clusters Score -846962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -846962.062500 Penalty: 864.889343
	Iteration 44Q: 3 clusters Score -846962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -846964.187500 Penalty: 864.889343
	Iteration 45Q: 3 clusters Score -846964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -846964.750000 Penalty: 864.889343
	Iteration 46Q: 3 clusters Score -846964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -846965.500000 Penalty: 864.889343
	Iteration 47Q: 3 clusters Score -846965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -846966.875000 Penalty: 864.889343
	Iteration 48Q: 3 clusters Score -846966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -846967.812500 Penalty: 864.889343
	Iteration 49Q: 3 clusters Score -846967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -846968.125000 Penalty: 864.889343
	Iteration 50Q: 3 clusters Score -846968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -846968.312500 Penalty: 864.889343
	Iteration 51Q: 3 clusters Score -846968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -846968.687500 Penalty: 864.889343
	Iteration 52Q: 3 clusters Score -846968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -846969.125000 Penalty: 864.889343
	Iteration 53Q: 3 clusters Score -846969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -846969.562500 Penalty: 864.889343
	Iteration 54Q: 3 clusters Score -846969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -846969.312500 Penalty: 864.889343
	Iteration 55Q: 3 clusters Score -846969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -846968.062500 Penalty: 864.889343
	Iteration 56Q: 3 clusters Score -846968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -846969.062500 Penalty: 864.889343
	Iteration 57Q: 3 clusters Score -846969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -846968.375000 Penalty: 864.889343
	Iteration 58Q: 3 clusters Score -846968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -846968.250000 Penalty: 864.889343
	Iteration 59Q: 3 clusters Score -846968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -846968.250000 Penalty: 864.889343
	Iteration 60F: 3 clusters Score -846968.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -26746.677734 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -26746.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26276.529297 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -26276.53 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26377.636719 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -26377.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26418.478516 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -26418.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26447.287109 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -26447.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26463.646484 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -26463.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26472.357422 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -26472.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26477.791016 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -26477.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26478.033203 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -26478.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26478.593750 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -26478.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26478.919922 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -26478.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26479.833984 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -26479.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26479.919922 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -26479.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26479.919922 Penalty: 562.003906
	Iteration 12F: 3 clusters Score -26479.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -8056.875000 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -8056.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7804.346680 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -7804.347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7858.413574 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -7858.414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7888.844727 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -7888.845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7901.894043 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -7901.894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7908.803223 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -7908.803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7910.400879 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -7910.401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7911.034180 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -7911.034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7911.034180 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -7911.034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (178117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178117 members 
Entering Unmasked Estep 
Score: -10382409.000000 Penalty: 550.103882
	Iteration 0F: 2 clusters Score -1.038241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -10269906.000000 Penalty: 1100.207764
	Iteration 0F: 3 clusters Score -1.026991e+07 nChanged 87257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -10326171.000000 Penalty: 1100.207764
	Iteration 1F: 3 clusters Score -1.032617e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -10330839.000000 Penalty: 1100.207764
	Iteration 2F: 3 clusters Score -1.033084e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -10338226.000000 Penalty: 1100.207764
	Iteration 3F: 3 clusters Score -1.033823e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133879 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -10347509.000000 Penalty: 1100.207764
	Iteration 4F: 3 clusters Score -1.034751e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -10357031.000000 Penalty: 1100.207764
	Iteration 5F: 3 clusters Score -1.035703e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -10365844.000000 Penalty: 1100.207764
	Iteration 6F: 3 clusters Score -1.036584e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -10373069.000000 Penalty: 1100.207764
	Iteration 7Q: 3 clusters Score -1.037307e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172991 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -10377694.000000 Penalty: 1100.207764
	Iteration 8Q: 3 clusters Score -1.037769e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10380107.000000 Penalty: 1100.207764
	Iteration 9Q: 3 clusters Score -1.038011e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10380986.000000 Penalty: 1100.207764
	Iteration 10Q: 3 clusters Score -1.038099e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176955 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10381472.000000 Penalty: 1100.207764
	Iteration 11Q: 3 clusters Score -1.038147e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177217 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10381742.000000 Penalty: 1100.207764
	Iteration 12Q: 3 clusters Score -1.038174e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10381842.000000 Penalty: 1100.207764
	Iteration 13Q: 3 clusters Score -1.038184e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177457 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10381876.000000 Penalty: 1100.207764
	Iteration 14Q: 3 clusters Score -1.038188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10381905.000000 Penalty: 1100.207764
	Iteration 15Q: 3 clusters Score -1.03819e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177555 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10381938.000000 Penalty: 1100.207764
	Iteration 16Q: 3 clusters Score -1.038194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10381930.000000 Penalty: 1100.207764
	Iteration 17Q: 3 clusters Score -1.038193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10381939.000000 Penalty: 1100.207764
	Iteration 18Q: 3 clusters Score -1.038194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177636 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10381956.000000 Penalty: 1100.207764
	Iteration 19Q: 3 clusters Score -1.038196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177643 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10381949.000000 Penalty: 1100.207764
	Iteration 20F: 3 clusters Score -1.038195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10381951.000000 Penalty: 1100.207764
	Iteration 21Q: 3 clusters Score -1.038195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177660 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10381949.000000 Penalty: 1100.207764
	Iteration 22Q: 3 clusters Score -1.038195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10381950.000000 Penalty: 1100.207764
	Iteration 23Q: 3 clusters Score -1.038195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10381948.000000 Penalty: 1100.207764
	Iteration 24Q: 3 clusters Score -1.038195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10381961.000000 Penalty: 1100.207764
	Iteration 25Q: 3 clusters Score -1.038196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177696 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10381962.000000 Penalty: 1100.207764
	Iteration 26Q: 3 clusters Score -1.038196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10381961.000000 Penalty: 1100.207764
	Iteration 27Q: 3 clusters Score -1.038196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10381963.000000 Penalty: 1100.207764
	Iteration 28Q: 3 clusters Score -1.038196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10381966.000000 Penalty: 1100.207764
	Iteration 29Q: 3 clusters Score -1.038197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177713 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10381965.000000 Penalty: 1100.207764
	Iteration 30Q: 3 clusters Score -1.038196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177714 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10381957.000000 Penalty: 1100.207764
	Iteration 31Q: 3 clusters Score -1.038196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177714 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10381957.000000 Penalty: 1100.207764
	Iteration 32F: 3 clusters Score -1.038196e+07 nChanged 0
--- Evaluating fit on full set of 1225793 points ---
Entering Unmasked Estep 
Score: -69191072.000000 Penalty: 17222.462891
21->28 Clusters: Score -69191072.000000, best is -69226464.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 408597 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 19652 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 19588 members 
Mstep: Class 5 contains 19405 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 19364 members 
Mstep: Class 8 contains 19337 members 
Mstep: Class 9 contains 19357 members 
Mstep: Class 10 contains 19546 members 
Mstep: Class 11 contains 19201 members 
Mstep: Class 12 contains 19611 members 
Mstep: Class 13 contains 19603 members 
Mstep: Class 14 contains 19273 members 
Mstep: Class 15 contains 19352 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 19534 members 
Mstep: Class 18 contains 19333 members 
Mstep: Class 19 contains 19659 members 
Mstep: Class 20 contains 19342 members 
Mstep: Class 21 contains 19433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 0.015133 but Gain 587.882812
Score: -16433977.000000 Penalty: 11757.640625
Iteration 0F: 21 clusters Score -1.643398e+07 nChanged 389268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4954 members 
Mstep: Class 2 contains 5 members 
Deleted class 2: not enough members
Mstep: Class 3 contains 80 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 62 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 53 members 
Mstep: Class 9 contains 302478 members 
Mstep: Class 10 contains 32 members 
Mstep: Class 11 contains 22334 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 33276 members 
Mstep: Class 14 contains 60 members 
Mstep: Class 15 contains 29433 members 
Mstep: Class 16 contains 49 members 
Mstep: Class 17 contains 6 members 
Deleted class 17: not enough members
Mstep: Class 18 contains 1 members 
Deleted class 18: not enough members
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 61 members 
Mstep: Class 21 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 134.074310 but Gain 587.882812
Score: -22085798.000000 Penalty: 9406.112305
Iteration 1F: 17 clusters Score -2.20858e+07 nChanged 100047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3530 members 
Mstep: Class 4 contains 15346 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 143 members 
Mstep: Class 9 contains 275009 members 
Mstep: Class 10 contains 113 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 3804 members 
Mstep: Class 13 contains 62708 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 30137 members 
Mstep: Class 16 contains 89 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 57 members 
Mstep: Class 21 contains 6543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 164.708237 but Gain 587.881836
Score: -22787244.000000 Penalty: 8818.230469
Iteration 2F: 16 clusters Score -2.278724e+07 nChanged 48213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3442 members 
Mstep: Class 4 contains 21239 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 281428 members 
Mstep: Class 10 contains 297 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 5047 members 
Mstep: Class 13 contains 58463 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 40 members 
Mstep: Class 21 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 97.157486 but Gain 587.881836
Score: -22902366.000000 Penalty: 8230.348633
Iteration 3F: 15 clusters Score -2.290237e+07 nChanged 31835
Entering Unmasked Mstep 
Mstep: Class 0 contains 3357 members 
Mstep: Class 4 contains 26109 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 373 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 9 contains 285388 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 51392 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 20839 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 91 members 
Mstep: Class 21 contains 6960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22922982.000000 Penalty: 8230.348633
Iteration 4F: 15 clusters Score -2.292298e+07 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3220 members 
Mstep: Class 4 contains 29820 members 
Mstep: Class 5 contains 841 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 9 contains 283922 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 673 members 
Mstep: Class 12 contains 6051 members 
Mstep: Class 13 contains 49107 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 15 contains 20961 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22938068.000000 Penalty: 8230.348633
Iteration 5F: 15 clusters Score -2.293807e+07 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 4 contains 32563 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 438 members 
Mstep: Class 9 contains 280494 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 6137 members 
Mstep: Class 13 contains 49383 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 21736 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22949526.000000 Penalty: 8230.348633
Iteration 6Q: 15 clusters Score -2.294953e+07 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 4 contains 34573 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 9 contains 275790 members 
Mstep: Class 10 contains 1391 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 51704 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 22559 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22961488.000000 Penalty: 8230.348633
Iteration 7Q: 15 clusters Score -2.296149e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 4 contains 36100 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 283 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 9 contains 270142 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 55647 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 23144 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 4074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22973040.000000 Penalty: 8230.348633
Iteration 8Q: 15 clusters Score -2.297304e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 4 contains 37057 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 9 contains 263612 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 61313 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 23375 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22985022.000000 Penalty: 8230.348633
Iteration 9Q: 15 clusters Score -2.298502e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 4 contains 37616 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 9 contains 256324 members 
Mstep: Class 10 contains 1399 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 5816 members 
Mstep: Class 13 contains 68639 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 23096 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22994806.000000 Penalty: 8230.348633
Iteration 10Q: 15 clusters Score -2.299481e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 37784 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 273 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 9 contains 249008 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 2636 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 76665 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 15 contains 22552 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23001318.000000 Penalty: 8230.348633
Iteration 11Q: 15 clusters Score -2.300132e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 37662 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 9 contains 241900 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 84759 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 21969 members 
Mstep: Class 19 contains 2388 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23003310.000000 Penalty: 8230.348633
Iteration 12Q: 15 clusters Score -2.300331e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 37425 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 9 contains 234660 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 93054 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 21282 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23003424.000000 Penalty: 8230.348633
Iteration 13Q: 15 clusters Score -2.300342e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 37123 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 6 contains 284 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 9 contains 227113 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 2715 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 101659 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 20615 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 2968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23004526.000000 Penalty: 8230.348633
Iteration 14Q: 15 clusters Score -2.300453e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 3185 members 
Mstep: Class 4 contains 36722 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 294 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 9 contains 219239 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 110625 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 19952 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23005572.000000 Penalty: 8230.348633
Iteration 15Q: 15 clusters Score -2.300557e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 3185 members 
Mstep: Class 4 contains 36240 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 9 contains 211024 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 4738 members 
Mstep: Class 13 contains 119966 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 19278 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 3162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23007282.000000 Penalty: 8230.348633
Iteration 16Q: 15 clusters Score -2.300728e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 35763 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 9 contains 202615 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 129441 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18616 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23008916.000000 Penalty: 8230.348633
Iteration 17Q: 15 clusters Score -2.300892e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 35343 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 9 contains 194705 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 4586 members 
Mstep: Class 13 contains 138441 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 3418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23011572.000000 Penalty: 8230.348633
Iteration 18Q: 15 clusters Score -2.301157e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 35051 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 9 contains 187968 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 146176 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 16969 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014002.000000 Penalty: 8230.348633
Iteration 19Q: 15 clusters Score -2.3014e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 4 contains 34875 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 9 contains 182290 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 4518 members 
Mstep: Class 13 contains 152740 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 16076 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 3794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23019498.000000 Penalty: 8230.348633
Iteration 20F: 15 clusters Score -2.30195e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3178 members 
Mstep: Class 4 contains 34534 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 9 contains 175244 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 160979 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 19 contains 2609 members 
Mstep: Class 20 contains 172 members 
Mstep: Class 21 contains 4008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23021776.000000 Penalty: 8230.348633
Iteration 21Q: 15 clusters Score -2.302178e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 34343 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 407 members 
Mstep: Class 9 contains 169101 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 168066 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 14073 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23023976.000000 Penalty: 8230.348633
Iteration 22Q: 15 clusters Score -2.302398e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 34287 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 407 members 
Mstep: Class 9 contains 163729 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 174116 members 
Mstep: Class 14 contains 2597 members 
Mstep: Class 15 contains 13242 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23025380.000000 Penalty: 8230.348633
Iteration 23Q: 15 clusters Score -2.302538e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 34297 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 406 members 
Mstep: Class 9 contains 159159 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 179260 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 4571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23027296.000000 Penalty: 8230.348633
Iteration 24Q: 15 clusters Score -2.30273e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3178 members 
Mstep: Class 4 contains 34361 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 406 members 
Mstep: Class 9 contains 155233 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 183596 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 4745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23029908.000000 Penalty: 8230.348633
Iteration 25Q: 15 clusters Score -2.302991e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 3178 members 
Mstep: Class 4 contains 34409 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 9 contains 151982 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 187178 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 11128 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23030922.000000 Penalty: 8230.348633
Iteration 26Q: 15 clusters Score -2.303092e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 34438 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 9 contains 149016 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 2781 members 
Mstep: Class 12 contains 4401 members 
Mstep: Class 13 contains 190407 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 10553 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23031490.000000 Penalty: 8230.348633
Iteration 27Q: 15 clusters Score -2.303149e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 3178 members 
Mstep: Class 4 contains 34434 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 9 contains 146283 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 193384 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 10012 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23033368.000000 Penalty: 8230.348633
Iteration 28Q: 15 clusters Score -2.303337e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 3178 members 
Mstep: Class 4 contains 34415 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 9 contains 143978 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 13 contains 195851 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 9489 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23035736.000000 Penalty: 8230.348633
Iteration 29Q: 15 clusters Score -2.303574e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 34361 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 9 contains 142017 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 4345 members 
Mstep: Class 13 contains 197944 members 
Mstep: Class 14 contains 2580 members 
Mstep: Class 15 contains 8979 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23037490.000000 Penalty: 8230.348633
Iteration 30Q: 15 clusters Score -2.303749e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 34273 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 9 contains 140255 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 13 contains 199802 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 8521 members 
Mstep: Class 19 contains 3364 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 6338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23039062.000000 Penalty: 8230.348633
Iteration 31Q: 15 clusters Score -2.303906e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 34104 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 9 contains 138762 members 
Mstep: Class 10 contains 1441 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 4370 members 
Mstep: Class 13 contains 201391 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23040614.000000 Penalty: 8230.348633
Iteration 32Q: 15 clusters Score -2.304061e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 33846 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 9 contains 137538 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 13 contains 202662 members 
Mstep: Class 14 contains 2573 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 7169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23042014.000000 Penalty: 8230.348633
Iteration 33Q: 15 clusters Score -2.304201e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 33551 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 9 contains 136447 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 203723 members 
Mstep: Class 14 contains 2569 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043150.000000 Penalty: 8230.348633
Iteration 34Q: 15 clusters Score -2.304315e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 33170 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 9 contains 135455 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 204667 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 7003 members 
Mstep: Class 19 contains 3814 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 8338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23044346.000000 Penalty: 8230.348633
Iteration 35Q: 15 clusters Score -2.304435e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 32818 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 9 contains 134595 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 4401 members 
Mstep: Class 13 contains 205401 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 6692 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23045478.000000 Penalty: 8230.348633
Iteration 36Q: 15 clusters Score -2.304548e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 32561 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 9 contains 133879 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 205860 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 6416 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23046310.000000 Penalty: 8230.348633
Iteration 37Q: 15 clusters Score -2.304631e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 32376 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 9 contains 133315 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 206108 members 
Mstep: Class 14 contains 2550 members 
Mstep: Class 15 contains 6169 members 
Mstep: Class 19 contains 4214 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10257 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 15 clusters Score -2.304701e+07 nChanged 2020
Entering ConstructFrom: 
Score: -23047010.000000 Penalty: 8230.348633
Entering ConstructFrom: 
Trying to split cluster 4 (32303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Entering Unmasked Estep 
Score: -1795844.875000 Penalty: 472.422668
	Iteration 0F: 2 clusters Score -1795845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1774209.750000 Penalty: 944.845337
	Iteration 0F: 3 clusters Score -1774210 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1783010.500000 Penalty: 944.845337
	Iteration 1F: 3 clusters Score -1783010 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1783369.500000 Penalty: 944.845337
	Iteration 2Q: 3 clusters Score -1783370 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1783816.000000 Penalty: 944.845337
	Iteration 3Q: 3 clusters Score -1783816 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1784500.750000 Penalty: 944.845337
	Iteration 4F: 3 clusters Score -1784501 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1785506.875000 Penalty: 944.845337
	Iteration 5F: 3 clusters Score -1785507 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1786852.875000 Penalty: 944.845337
	Iteration 6F: 3 clusters Score -1786853 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -1788518.500000 Penalty: 944.845337
	Iteration 7F: 3 clusters Score -1788518 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1790141.875000 Penalty: 944.845337
	Iteration 8F: 3 clusters Score -1790142 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -1791485.125000 Penalty: 944.845337
	Iteration 9F: 3 clusters Score -1791485 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -1792410.250000 Penalty: 944.845337
	Iteration 10Q: 3 clusters Score -1792410 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -1793386.750000 Penalty: 944.845337
	Iteration 11Q: 3 clusters Score -1793387 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -1794511.375000 Penalty: 944.845337
	Iteration 12Q: 3 clusters Score -1794511 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -1794977.125000 Penalty: 944.845337
	Iteration 13Q: 3 clusters Score -1794977 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -1795140.875000 Penalty: 944.845337
	Iteration 14Q: 3 clusters Score -1795141 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -1795238.625000 Penalty: 944.845337
	Iteration 15Q: 3 clusters Score -1795239 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -1795308.750000 Penalty: 944.845337
	Iteration 16Q: 3 clusters Score -1795309 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -1795370.375000 Penalty: 944.845337
	Iteration 17Q: 3 clusters Score -1795370 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -1795408.750000 Penalty: 944.845337
	Iteration 18Q: 3 clusters Score -1795409 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -1795447.250000 Penalty: 944.845337
	Iteration 19Q: 3 clusters Score -1795447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -1795471.750000 Penalty: 944.845337
	Iteration 20F: 3 clusters Score -1795472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -1795497.125000 Penalty: 944.845337
	Iteration 21Q: 3 clusters Score -1795497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -1795513.000000 Penalty: 944.845337
	Iteration 22Q: 3 clusters Score -1795513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -1795527.000000 Penalty: 944.845337
	Iteration 23Q: 3 clusters Score -1795527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -1795539.500000 Penalty: 944.845337
	Iteration 24Q: 3 clusters Score -1795540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -1795541.375000 Penalty: 944.845337
	Iteration 25Q: 3 clusters Score -1795541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -1795550.875000 Penalty: 944.845337
	Iteration 26Q: 3 clusters Score -1795551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -1795558.875000 Penalty: 944.845337
	Iteration 27Q: 3 clusters Score -1795559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -1795561.875000 Penalty: 944.845337
	Iteration 28Q: 3 clusters Score -1795562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -1795560.375000 Penalty: 944.845337
	Iteration 29Q: 3 clusters Score -1795560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -1795557.000000 Penalty: 944.845337
	Iteration 30Q: 3 clusters Score -1795557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -1795560.250000 Penalty: 944.845337
	Iteration 31Q: 3 clusters Score -1795560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -1795561.750000 Penalty: 944.845337
	Iteration 32Q: 3 clusters Score -1795562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -1795560.750000 Penalty: 944.845337
	Iteration 33Q: 3 clusters Score -1795561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -1795561.125000 Penalty: 944.845337
	Iteration 34Q: 3 clusters Score -1795561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -1795558.875000 Penalty: 944.845337
	Iteration 35Q: 3 clusters Score -1795559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -1795561.125000 Penalty: 944.845337
	Iteration 36Q: 3 clusters Score -1795561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -1795560.750000 Penalty: 944.845337
	Iteration 37Q: 3 clusters Score -1795561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -1795558.500000 Penalty: 944.845337
	Iteration 38Q: 3 clusters Score -1795558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -1795557.875000 Penalty: 944.845337
	Iteration 39Q: 3 clusters Score -1795558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -1795556.875000 Penalty: 944.845337
	Iteration 40F: 3 clusters Score -1795557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -1795560.375000 Penalty: 944.845337
	Iteration 41Q: 3 clusters Score -1795560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -1795562.750000 Penalty: 944.845337
	Iteration 42Q: 3 clusters Score -1795563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -1795566.625000 Penalty: 944.845337
	Iteration 43Q: 3 clusters Score -1795567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -1795563.750000 Penalty: 944.845337
	Iteration 44Q: 3 clusters Score -1795564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -1795563.125000 Penalty: 944.845337
	Iteration 45Q: 3 clusters Score -1795563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -1795566.375000 Penalty: 944.845337
	Iteration 46Q: 3 clusters Score -1795566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -1795567.750000 Penalty: 944.845337
	Iteration 47Q: 3 clusters Score -1795568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -1795568.875000 Penalty: 944.845337
	Iteration 48Q: 3 clusters Score -1795569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -1795569.875000 Penalty: 944.845337
	Iteration 49Q: 3 clusters Score -1795570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -1795573.125000 Penalty: 944.845337
	Iteration 50Q: 3 clusters Score -1795573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -1795577.250000 Penalty: 944.845337
	Iteration 51Q: 3 clusters Score -1795577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -1795579.500000 Penalty: 944.845337
	Iteration 52Q: 3 clusters Score -1795580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -1795578.750000 Penalty: 944.845337
	Iteration 53Q: 3 clusters Score -1795579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -1795579.000000 Penalty: 944.845337
	Iteration 54Q: 3 clusters Score -1795579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -1795580.000000 Penalty: 944.845337
	Iteration 55Q: 3 clusters Score -1795580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -1795582.125000 Penalty: 944.845337
	Iteration 56Q: 3 clusters Score -1795582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -1795581.125000 Penalty: 944.845337
	Iteration 57Q: 3 clusters Score -1795581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -1795583.625000 Penalty: 944.845337
	Iteration 58Q: 3 clusters Score -1795584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -1795582.750000 Penalty: 944.845337
	Iteration 59Q: 3 clusters Score -1795583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -1795585.500000 Penalty: 944.845337
	Iteration 60F: 3 clusters Score -1795586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -1795585.500000 Penalty: 944.845337
	Iteration 61Q: 3 clusters Score -1795586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -1795589.000000 Penalty: 944.845337
	Iteration 62Q: 3 clusters Score -1795589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -1795589.750000 Penalty: 944.845337
	Iteration 63Q: 3 clusters Score -1795590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -1795589.500000 Penalty: 944.845337
	Iteration 64Q: 3 clusters Score -1795590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -1795589.625000 Penalty: 944.845337
	Iteration 65Q: 3 clusters Score -1795590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -1795591.000000 Penalty: 944.845337
	Iteration 66Q: 3 clusters Score -1795591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -1795591.750000 Penalty: 944.845337
	Iteration 67Q: 3 clusters Score -1795592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -1795592.250000 Penalty: 944.845337
	Iteration 68Q: 3 clusters Score -1795592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -1795592.500000 Penalty: 944.845337
	Iteration 69Q: 3 clusters Score -1795592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -1795591.750000 Penalty: 944.845337
	Iteration 70Q: 3 clusters Score -1795592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -1795589.750000 Penalty: 944.845337
	Iteration 71Q: 3 clusters Score -1795590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -1795590.250000 Penalty: 944.845337
	Iteration 72Q: 3 clusters Score -1795590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -1795593.625000 Penalty: 944.845337
	Iteration 73Q: 3 clusters Score -1795594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -1795593.875000 Penalty: 944.845337
	Iteration 74Q: 3 clusters Score -1795594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -1795594.250000 Penalty: 944.845337
	Iteration 75Q: 3 clusters Score -1795594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -1795595.625000 Penalty: 944.845337
	Iteration 76Q: 3 clusters Score -1795596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -1795594.500000 Penalty: 944.845337
	Iteration 77Q: 3 clusters Score -1795594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -1795595.875000 Penalty: 944.845337
	Iteration 78Q: 3 clusters Score -1795596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -1795597.625000 Penalty: 944.845337
	Iteration 79Q: 3 clusters Score -1795598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -1795594.625000 Penalty: 944.845337
	Iteration 80F: 3 clusters Score -1795595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -1795598.125000 Penalty: 944.845337
	Iteration 81Q: 3 clusters Score -1795598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -1795604.250000 Penalty: 944.845337
	Iteration 82Q: 3 clusters Score -1795604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -1795605.125000 Penalty: 944.845337
	Iteration 83Q: 3 clusters Score -1795605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -1795606.875000 Penalty: 944.845337
	Iteration 84Q: 3 clusters Score -1795607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -1795604.250000 Penalty: 944.845337
	Iteration 85Q: 3 clusters Score -1795604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -1795603.625000 Penalty: 944.845337
	Iteration 86Q: 3 clusters Score -1795604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -1795604.125000 Penalty: 944.845337
	Iteration 87Q: 3 clusters Score -1795604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -1795603.625000 Penalty: 944.845337
	Iteration 88Q: 3 clusters Score -1795604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -1795603.250000 Penalty: 944.845337
	Iteration 89Q: 3 clusters Score -1795603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -1795600.875000 Penalty: 944.845337
	Iteration 90Q: 3 clusters Score -1795601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -1795601.125000 Penalty: 944.845337
	Iteration 91Q: 3 clusters Score -1795601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -1795603.625000 Penalty: 944.845337
	Iteration 92Q: 3 clusters Score -1795604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -1795605.000000 Penalty: 944.845337
	Iteration 93Q: 3 clusters Score -1795605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -1795603.000000 Penalty: 944.845337
	Iteration 94Q: 3 clusters Score -1795603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -1795602.375000 Penalty: 944.845337
	Iteration 95Q: 3 clusters Score -1795602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -1795599.125000 Penalty: 944.845337
	Iteration 96Q: 3 clusters Score -1795599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -1795599.875000 Penalty: 944.845337
	Iteration 97Q: 3 clusters Score -1795600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -1795599.500000 Penalty: 944.845337
	Iteration 98Q: 3 clusters Score -1795600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -1795596.250000 Penalty: 944.845337
	Iteration 99Q: 3 clusters Score -1795596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -1795599.000000 Penalty: 944.845337
	Iteration 100F: 3 clusters Score -1795599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -1795599.500000 Penalty: 944.845337
	Iteration 101Q: 3 clusters Score -1795600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -1795598.750000 Penalty: 944.845337
	Iteration 102Q: 3 clusters Score -1795599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -1795600.875000 Penalty: 944.845337
	Iteration 103Q: 3 clusters Score -1795601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -1795602.000000 Penalty: 944.845337
	Iteration 104Q: 3 clusters Score -1795602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -1795601.500000 Penalty: 944.845337
	Iteration 105Q: 3 clusters Score -1795602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -1795599.875000 Penalty: 944.845337
	Iteration 106Q: 3 clusters Score -1795600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -1795597.000000 Penalty: 944.845337
	Iteration 107Q: 3 clusters Score -1795597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -1795602.250000 Penalty: 944.845337
	Iteration 108Q: 3 clusters Score -1795602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -1795605.250000 Penalty: 944.845337
	Iteration 109Q: 3 clusters Score -1795605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -1795605.500000 Penalty: 944.845337
	Iteration 110Q: 3 clusters Score -1795606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -1795607.250000 Penalty: 944.845337
	Iteration 111Q: 3 clusters Score -1795607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -1795609.000000 Penalty: 944.845337
	Iteration 112Q: 3 clusters Score -1795609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -1795609.250000 Penalty: 944.845337
	Iteration 113Q: 3 clusters Score -1795609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -1795610.875000 Penalty: 944.845337
	Iteration 114Q: 3 clusters Score -1795611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -1795609.625000 Penalty: 944.845337
	Iteration 115Q: 3 clusters Score -1795610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -1795608.500000 Penalty: 944.845337
	Iteration 116Q: 3 clusters Score -1795608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -1795608.500000 Penalty: 944.845337
	Iteration 117F: 3 clusters Score -1795608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -43277.875000 Penalty: 304.489807
	Iteration 0F: 2 clusters Score -43277.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -42589.273438 Penalty: 608.979614
	Iteration 0F: 3 clusters Score -42589.27 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42873.371094 Penalty: 608.979614
	Iteration 1F: 3 clusters Score -42873.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43023.144531 Penalty: 608.979614
	Iteration 2F: 3 clusters Score -43023.14 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43139.863281 Penalty: 608.979614
	Iteration 3F: 3 clusters Score -43139.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43204.421875 Penalty: 608.979614
	Iteration 4F: 3 clusters Score -43204.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43276.609375 Penalty: 608.979614
	Iteration 5F: 3 clusters Score -43276.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43331.546875 Penalty: 608.979614
	Iteration 6Q: 3 clusters Score -43331.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43354.726562 Penalty: 608.979614
	Iteration 7Q: 3 clusters Score -43354.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -43363.992188 Penalty: 608.979614
	Iteration 8Q: 3 clusters Score -43363.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43374.855469 Penalty: 608.979614
	Iteration 9Q: 3 clusters Score -43374.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -43380.496094 Penalty: 608.979614
	Iteration 10Q: 3 clusters Score -43380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -43383.289062 Penalty: 608.979614
	Iteration 11Q: 3 clusters Score -43383.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -43387.140625 Penalty: 608.979614
	Iteration 12Q: 3 clusters Score -43387.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -43391.464844 Penalty: 608.979614
	Iteration 13Q: 3 clusters Score -43391.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -43395.351562 Penalty: 608.979614
	Iteration 14Q: 3 clusters Score -43395.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -43400.441406 Penalty: 608.979614
	Iteration 15Q: 3 clusters Score -43400.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -43407.886719 Penalty: 608.979614
	Iteration 16Q: 3 clusters Score -43407.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -43419.589844 Penalty: 608.979614
	Iteration 17Q: 3 clusters Score -43419.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -43436.222656 Penalty: 608.979614
	Iteration 18Q: 3 clusters Score -43436.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -43442.621094 Penalty: 608.979614
	Iteration 19Q: 3 clusters Score -43442.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -43452.398438 Penalty: 608.979614
	Iteration 20F: 3 clusters Score -43452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -43457.390625 Penalty: 608.979614
	Iteration 21Q: 3 clusters Score -43457.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -43460.152344 Penalty: 608.979614
	Iteration 22Q: 3 clusters Score -43460.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -43464.125000 Penalty: 608.979614
	Iteration 23Q: 3 clusters Score -43464.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -43468.628906 Penalty: 608.979614
	Iteration 24Q: 3 clusters Score -43468.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -43475.894531 Penalty: 608.979614
	Iteration 25Q: 3 clusters Score -43475.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -43479.820312 Penalty: 608.979614
	Iteration 26Q: 3 clusters Score -43479.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -43487.785156 Penalty: 608.979614
	Iteration 27Q: 3 clusters Score -43487.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -43494.003906 Penalty: 608.979614
	Iteration 28Q: 3 clusters Score -43494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -43503.910156 Penalty: 608.979614
	Iteration 29Q: 3 clusters Score -43503.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -43506.492188 Penalty: 608.979614
	Iteration 30Q: 3 clusters Score -43506.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -43508.687500 Penalty: 608.979614
	Iteration 31Q: 3 clusters Score -43508.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -43511.683594 Penalty: 608.979614
	Iteration 32Q: 3 clusters Score -43511.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -43512.792969 Penalty: 608.979614
	Iteration 33Q: 3 clusters Score -43512.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -43515.468750 Penalty: 608.979614
	Iteration 34Q: 3 clusters Score -43515.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -43518.253906 Penalty: 608.979614
	Iteration 35Q: 3 clusters Score -43518.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -43519.550781 Penalty: 608.979614
	Iteration 36Q: 3 clusters Score -43519.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -43519.921875 Penalty: 608.979614
	Iteration 37Q: 3 clusters Score -43519.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -43530.507812 Penalty: 608.979614
	Iteration 38F: 3 clusters Score -43530.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -43545.750000 Penalty: 608.979614
	Iteration 39Q: 3 clusters Score -43545.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -43552.277344 Penalty: 608.979614
	Iteration 40F: 3 clusters Score -43552.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -43553.761719 Penalty: 608.979614
	Iteration 41Q: 3 clusters Score -43553.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -43553.761719 Penalty: 608.979614
	Iteration 42F: 3 clusters Score -43553.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 9 contains 132925 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
Score: -23047216.000000 Penalty: 8818.230469
Splitting cluster 5 changes total score from -23047010.000000 to -23047216.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -16441.005859 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -16441.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16075.137695 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -16075.14 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16222.000000 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -16222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16267.589844 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -16267.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16329.100586 Penalty: 525.484192
	Iteration 3Q: 3 clusters Score -16329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16342.776367 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -16342.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16346.001953 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -16346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16353.006836 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -16353.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16357.433594 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -16357.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16359.655273 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -16359.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16359.918945 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -16359.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16359.918945 Penalty: 525.484192
	Iteration 10F: 3 clusters Score -16359.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -17844.542969 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -17844.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17522.507812 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -17522.51 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18226.628906 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -18226.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18417.224609 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -18417.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18520.894531 Penalty: 551.167358
	Iteration 3Q: 3 clusters Score -18520.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18537.814453 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -18537.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18552.384766 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -18552.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18559.117188 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -18559.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18564.146484 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -18564.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18565.132812 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -18565.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18565.132812 Penalty: 551.167358
	Iteration 9F: 3 clusters Score -18565.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 9 contains 132925 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
Score: -23047628.000000 Penalty: 9406.112305
Splitting cluster 7 changes total score from -23047010.000000 to -23047628.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (132925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132925 members 
Entering Unmasked Estep 
Score: -7937622.500000 Penalty: 536.788086
	Iteration 0F: 2 clusters Score -7937622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -7856547.000000 Penalty: 1073.576172
	Iteration 0F: 3 clusters Score -7856547 nChanged 64911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -7896192.500000 Penalty: 1073.576172
	Iteration 1F: 3 clusters Score -7896192 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -7899056.500000 Penalty: 1073.576172
	Iteration 2F: 3 clusters Score -7899056 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -7903769.500000 Penalty: 1073.576172
	Iteration 3F: 3 clusters Score -7903770 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -7910353.500000 Penalty: 1073.576172
	Iteration 4F: 3 clusters Score -7910354 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -7917187.500000 Penalty: 1073.576172
	Iteration 5F: 3 clusters Score -7917188 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -7921276.500000 Penalty: 1073.576172
	Iteration 6F: 3 clusters Score -7921276 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -7922769.500000 Penalty: 1073.576172
	Iteration 7Q: 3 clusters Score -7922770 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -7923253.500000 Penalty: 1073.576172
	Iteration 8Q: 3 clusters Score -7923254 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -7923426.000000 Penalty: 1073.576172
	Iteration 9Q: 3 clusters Score -7923426 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -7923563.500000 Penalty: 1073.576172
	Iteration 10Q: 3 clusters Score -7923564 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -7923777.500000 Penalty: 1073.576172
	Iteration 11Q: 3 clusters Score -7923778 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7924032.500000 Penalty: 1073.576172
	Iteration 12Q: 3 clusters Score -7924032 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -7924160.500000 Penalty: 1073.576172
	Iteration 13Q: 3 clusters Score -7924160 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -7924345.500000 Penalty: 1073.576172
	Iteration 14Q: 3 clusters Score -7924346 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -7924430.000000 Penalty: 1073.576172
	Iteration 15Q: 3 clusters Score -7924430 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -7924503.500000 Penalty: 1073.576172
	Iteration 16Q: 3 clusters Score -7924504 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7924592.500000 Penalty: 1073.576172
	Iteration 17Q: 3 clusters Score -7924592 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -7924714.000000 Penalty: 1073.576172
	Iteration 18Q: 3 clusters Score -7924714 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -7924808.000000 Penalty: 1073.576172
	Iteration 19Q: 3 clusters Score -7924808 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -7924864.500000 Penalty: 1073.576172
	Iteration 20F: 3 clusters Score -7924864 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -7924988.000000 Penalty: 1073.576172
	Iteration 21Q: 3 clusters Score -7924988 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -7925133.000000 Penalty: 1073.576172
	Iteration 22Q: 3 clusters Score -7925133 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -7925342.000000 Penalty: 1073.576172
	Iteration 23Q: 3 clusters Score -7925342 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -7925466.500000 Penalty: 1073.576172
	Iteration 24Q: 3 clusters Score -7925466 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -7925625.000000 Penalty: 1073.576172
	Iteration 25Q: 3 clusters Score -7925625 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -7925832.000000 Penalty: 1073.576172
	Iteration 26Q: 3 clusters Score -7925832 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -7926103.000000 Penalty: 1073.576172
	Iteration 27Q: 3 clusters Score -7926103 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -7926420.000000 Penalty: 1073.576172
	Iteration 28Q: 3 clusters Score -7926420 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -7926793.000000 Penalty: 1073.576172
	Iteration 29Q: 3 clusters Score -7926793 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -7927166.000000 Penalty: 1073.576172
	Iteration 30Q: 3 clusters Score -7927166 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -7927726.500000 Penalty: 1073.576172
	Iteration 31Q: 3 clusters Score -7927726 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7928288 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7928831 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -7929475.000000 Penalty: 1073.576172
	Iteration 34Q: 3 clusters Score -7929475 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
Score: -7929919.500000 Penalty: 1073.576172
	Iteration 35Q: 3 clusters Score -7929920 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -7930345.000000 Penalty: 1073.576172
	Iteration 36Q: 3 clusters Score -7930345 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -7930765.000000 Penalty: 1073.576172
	Iteration 37Q: 3 clusters Score -7930765 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -7931246.500000 Penalty: 1073.576172
	Iteration 38Q: 3 clusters Score -7931246 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -7931580.000000 Penalty: 1073.576172
	Iteration 39Q: 3 clusters Score -7931580 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -7932338.500000 Penalty: 1073.576172
	Iteration 40F: 3 clusters Score -7932338 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -7933077.000000 Penalty: 1073.576172
	Iteration 41Q: 3 clusters Score -7933077 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -7933482.000000 Penalty: 1073.576172
	Iteration 42Q: 3 clusters Score -7933482 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -7933823.000000 Penalty: 1073.576172
	Iteration 43Q: 3 clusters Score -7933823 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -7934182.000000 Penalty: 1073.576172
	Iteration 44Q: 3 clusters Score -7934182 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -7934636.000000 Penalty: 1073.576172
	Iteration 45Q: 3 clusters Score -7934636 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -7935043.000000 Penalty: 1073.576172
	Iteration 46Q: 3 clusters Score -7935043 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 109990 members 
Entering Unmasked Estep 
Score: -7935455.000000 Penalty: 1073.576172
	Iteration 47Q: 3 clusters Score -7935455 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -7935878.500000 Penalty: 1073.576172
	Iteration 48Q: 3 clusters Score -7935878 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -7936306.000000 Penalty: 1073.576172
	Iteration 49Q: 3 clusters Score -7936306 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -7936670.000000 Penalty: 1073.576172
	Iteration 50Q: 3 clusters Score -7936670 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
Score: -7936905.500000 Penalty: 1073.576172
	Iteration 51Q: 3 clusters Score -7936906 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 118023 members 
Entering Unmasked Estep 
Score: -7937305.500000 Penalty: 1073.576172
	Iteration 52Q: 3 clusters Score -7937306 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 119405 members 
Entering Unmasked Estep 
Score: -7937653.000000 Penalty: 1073.576172
	Iteration 53Q: 3 clusters Score -7937653 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 120709 members 
Entering Unmasked Estep 
Score: -7938030.500000 Penalty: 1073.576172
	Iteration 54Q: 3 clusters Score -7938030 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -7938316.500000 Penalty: 1073.576172
	Iteration 55Q: 3 clusters Score -7938316 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 122926 members 
Entering Unmasked Estep 
Score: -7938623.000000 Penalty: 1073.576172
	Iteration 56Q: 3 clusters Score -7938623 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -7938764.000000 Penalty: 1073.576172
	Iteration 57Q: 3 clusters Score -7938764 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -7938763.500000 Penalty: 1073.576172
	Iteration 58Q: 3 clusters Score -7938764 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -7938614.500000 Penalty: 1073.576172
	Iteration 59Q: 3 clusters Score -7938614 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 126188 members 
Entering Unmasked Estep 
Score: -7938541.000000 Penalty: 1073.576172
	Iteration 60F: 3 clusters Score -7938541 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7938530 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -7938517.000000 Penalty: 1073.576172
	Iteration 62Q: 3 clusters Score -7938517 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128207 members 
Entering Unmasked Estep 
Score: -7938494.500000 Penalty: 1073.576172
	Iteration 63Q: 3 clusters Score -7938494 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 128761 members 
Entering Unmasked Estep 
Score: -7938485.000000 Penalty: 1073.576172
	Iteration 64Q: 3 clusters Score -7938485 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 129208 members 
Entering Unmasked Estep 
Score: -7938425.000000 Penalty: 1073.576172
	Iteration 65Q: 3 clusters Score -7938425 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -7938330.500000 Penalty: 1073.576172
	Iteration 66Q: 3 clusters Score -7938330 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -7938225.500000 Penalty: 1073.576172
	Iteration 67Q: 3 clusters Score -7938226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 130243 members 
Entering Unmasked Estep 
Score: -7938157.000000 Penalty: 1073.576172
	Iteration 68Q: 3 clusters Score -7938157 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 130532 members 
Entering Unmasked Estep 
Score: -7938117.000000 Penalty: 1073.576172
	Iteration 69Q: 3 clusters Score -7938117 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 130797 members 
Entering Unmasked Estep 
Score: -7938049.500000 Penalty: 1073.576172
	Iteration 70Q: 3 clusters Score -7938050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 131034 members 
Entering Unmasked Estep 
Score: -7937948.500000 Penalty: 1073.576172
	Iteration 71Q: 3 clusters Score -7937948 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 131246 members 
Entering Unmasked Estep 
Score: -7937878.500000 Penalty: 1073.576172
	Iteration 72Q: 3 clusters Score -7937878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 131419 members 
Entering Unmasked Estep 
Score: -7937853.000000 Penalty: 1073.576172
	Iteration 73Q: 3 clusters Score -7937853 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 131548 members 
Entering Unmasked Estep 
Score: -7937826.500000 Penalty: 1073.576172
	Iteration 74Q: 3 clusters Score -7937826 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 131655 members 
Entering Unmasked Estep 
Score: -7937818.000000 Penalty: 1073.576172
	Iteration 75Q: 3 clusters Score -7937818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 131733 members 
Entering Unmasked Estep 
Score: -7937797.500000 Penalty: 1073.576172
	Iteration 76Q: 3 clusters Score -7937798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -7937785.500000 Penalty: 1073.576172
	Iteration 77Q: 3 clusters Score -7937786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 131860 members 
Entering Unmasked Estep 
Score: -7937772.500000 Penalty: 1073.576172
	Iteration 78Q: 3 clusters Score -7937772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 131902 members 
Entering Unmasked Estep 
Score: -7937748.500000 Penalty: 1073.576172
	Iteration 79Q: 3 clusters Score -7937748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 131944 members 
Entering Unmasked Estep 
Score: -7937754.000000 Penalty: 1073.576172
	Iteration 80F: 3 clusters Score -7937754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 131985 members 
Entering Unmasked Estep 
Score: -7937746.500000 Penalty: 1073.576172
	Iteration 81Q: 3 clusters Score -7937746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 132023 members 
Entering Unmasked Estep 
Score: -7937748.500000 Penalty: 1073.576172
	Iteration 82Q: 3 clusters Score -7937748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 132052 members 
Entering Unmasked Estep 
Score: -7937735.500000 Penalty: 1073.576172
	Iteration 83Q: 3 clusters Score -7937736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -7937719.000000 Penalty: 1073.576172
	Iteration 84Q: 3 clusters Score -7937719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 132106 members 
Entering Unmasked Estep 
Score: -7937733.000000 Penalty: 1073.576172
	Iteration 85Q: 3 clusters Score -7937733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -7937723.000000 Penalty: 1073.576172
	Iteration 86Q: 3 clusters Score -7937723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 132142 members 
Entering Unmasked Estep 
Score: -7937701.500000 Penalty: 1073.576172
	Iteration 87Q: 3 clusters Score -7937702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 132155 members 
Entering Unmasked Estep 
Score: -7937688.000000 Penalty: 1073.576172
	Iteration 88Q: 3 clusters Score -7937688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 132168 members 
Entering Unmasked Estep 
Score: -7937689.000000 Penalty: 1073.576172
	Iteration 89Q: 3 clusters Score -7937689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -7937688.500000 Penalty: 1073.576172
	Iteration 90Q: 3 clusters Score -7937688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 132195 members 
Entering Unmasked Estep 
Score: -7937682.500000 Penalty: 1073.576172
	Iteration 91Q: 3 clusters Score -7937682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 132208 members 
Entering Unmasked Estep 
Score: -7937695.000000 Penalty: 1073.576172
	Iteration 92Q: 3 clusters Score -7937695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 132219 members 
Entering Unmasked Estep 
Score: -7937695.000000 Penalty: 1073.576172
	Iteration 93Q: 3 clusters Score -7937695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
Score: -7937688.500000 Penalty: 1073.576172
	Iteration 94Q: 3 clusters Score -7937688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -7937687.000000 Penalty: 1073.576172
	Iteration 95Q: 3 clusters Score -7937687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 132246 members 
Entering Unmasked Estep 
Score: -7937678.500000 Penalty: 1073.576172
	Iteration 96Q: 3 clusters Score -7937678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 132257 members 
Entering Unmasked Estep 
Score: -7937668.500000 Penalty: 1073.576172
	Iteration 97Q: 3 clusters Score -7937668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -7937667.000000 Penalty: 1073.576172
	Iteration 98Q: 3 clusters Score -7937667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 132276 members 
Entering Unmasked Estep 
Score: -7937659.000000 Penalty: 1073.576172
	Iteration 99Q: 3 clusters Score -7937659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -7937667.000000 Penalty: 1073.576172
	Iteration 100F: 3 clusters Score -7937667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -7937661.500000 Penalty: 1073.576172
	Iteration 101Q: 3 clusters Score -7937662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 132292 members 
Entering Unmasked Estep 
Score: -7937651.500000 Penalty: 1073.576172
	Iteration 102Q: 3 clusters Score -7937652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 132295 members 
Entering Unmasked Estep 
Score: -7937648.500000 Penalty: 1073.576172
	Iteration 103Q: 3 clusters Score -7937648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 132299 members 
Entering Unmasked Estep 
Score: -7937645.000000 Penalty: 1073.576172
	Iteration 104Q: 3 clusters Score -7937645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 132302 members 
Entering Unmasked Estep 
Score: -7937644.500000 Penalty: 1073.576172
	Iteration 105Q: 3 clusters Score -7937644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -7937643.000000 Penalty: 1073.576172
	Iteration 106Q: 3 clusters Score -7937643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 132310 members 
Entering Unmasked Estep 
Score: -7937645.500000 Penalty: 1073.576172
	Iteration 107Q: 3 clusters Score -7937646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 132312 members 
Entering Unmasked Estep 
Score: -7937645.000000 Penalty: 1073.576172
	Iteration 108Q: 3 clusters Score -7937645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 132313 members 
Entering Unmasked Estep 
Score: -7937649.500000 Penalty: 1073.576172
	Iteration 109Q: 3 clusters Score -7937650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -7937638.500000 Penalty: 1073.576172
	Iteration 110Q: 3 clusters Score -7937638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 132317 members 
Entering Unmasked Estep 
Score: -7937641.500000 Penalty: 1073.576172
	Iteration 111Q: 3 clusters Score -7937642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -7937640.000000 Penalty: 1073.576172
	Iteration 112Q: 3 clusters Score -7937640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -7937642.500000 Penalty: 1073.576172
	Iteration 113Q: 3 clusters Score -7937642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -7937642.500000 Penalty: 1073.576172
	Iteration 114F: 3 clusters Score -7937642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 132318 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
Score: -23047578.000000 Penalty: 9993.995117
Splitting cluster 9 changes total score from -23047010.000000 to -23047578.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -85988.851562 Penalty: 332.630035
	Iteration 0F: 2 clusters Score -85988.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -84902.820312 Penalty: 665.260071
	Iteration 0F: 3 clusters Score -84902.82 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -85777.585938 Penalty: 665.260071
	Iteration 1F: 3 clusters Score -85777.59 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -86323.742188 Penalty: 665.260071
	Iteration 2F: 3 clusters Score -86323.74 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -86462.320312 Penalty: 665.260071
	Iteration 3F: 3 clusters Score -86462.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -86501.070312 Penalty: 665.260071
	Iteration 4Q: 3 clusters Score -86501.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -86514.453125 Penalty: 665.260071
	Iteration 5Q: 3 clusters Score -86514.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -86519.312500 Penalty: 665.260071
	Iteration 6Q: 3 clusters Score -86519.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -86524.500000 Penalty: 665.260071
	Iteration 7Q: 3 clusters Score -86524.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -86529.109375 Penalty: 665.260071
	Iteration 8Q: 3 clusters Score -86529.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -86531.125000 Penalty: 665.260071
	Iteration 9Q: 3 clusters Score -86531.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -86531.468750 Penalty: 665.260071
	Iteration 10Q: 3 clusters Score -86531.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -86531.695312 Penalty: 665.260071
	Iteration 11Q: 3 clusters Score -86531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -86531.695312 Penalty: 665.260071
	Iteration 12F: 3 clusters Score -86531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 132318 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
Score: -23047882.000000 Penalty: 10581.876953
Splitting cluster 10 changes total score from -23047010.000000 to -23047882.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -155689.562500 Penalty: 361.571106
	Iteration 0F: 2 clusters Score -155689.6 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 1406 members 
Entering Unmasked Estep 
Score: -153705.890625 Penalty: 723.142212
	Iteration 0F: 3 clusters Score -153705.9 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -154396.531250 Penalty: 723.142212
	Iteration 1F: 3 clusters Score -154396.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -154504.671875 Penalty: 723.142212
	Iteration 2F: 3 clusters Score -154504.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -154618.218750 Penalty: 723.142212
	Iteration 3F: 3 clusters Score -154618.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -154738.437500 Penalty: 723.142212
	Iteration 4F: 3 clusters Score -154738.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -154873.625000 Penalty: 723.142212
	Iteration 5F: 3 clusters Score -154873.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -154988.656250 Penalty: 723.142212
	Iteration 6F: 3 clusters Score -154988.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -155086.968750 Penalty: 723.142212
	Iteration 7F: 3 clusters Score -155087 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -155134.687500 Penalty: 723.142212
	Iteration 8Q: 3 clusters Score -155134.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -155153.359375 Penalty: 723.142212
	Iteration 9Q: 3 clusters Score -155153.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -155161.500000 Penalty: 723.142212
	Iteration 10Q: 3 clusters Score -155161.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -155164.765625 Penalty: 723.142212
	Iteration 11Q: 3 clusters Score -155164.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -155167.250000 Penalty: 723.142212
	Iteration 12Q: 3 clusters Score -155167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -155168.640625 Penalty: 723.142212
	Iteration 13Q: 3 clusters Score -155168.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -155170.921875 Penalty: 723.142212
	Iteration 14Q: 3 clusters Score -155170.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -155174.687500 Penalty: 723.142212
	Iteration 15Q: 3 clusters Score -155174.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -155177.296875 Penalty: 723.142212
	Iteration 16Q: 3 clusters Score -155177.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -155181.796875 Penalty: 723.142212
	Iteration 17Q: 3 clusters Score -155181.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -155186.687500 Penalty: 723.142212
	Iteration 18Q: 3 clusters Score -155186.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -155196.015625 Penalty: 723.142212
	Iteration 19Q: 3 clusters Score -155196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -155201.953125 Penalty: 723.142212
	Iteration 20F: 3 clusters Score -155202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -155206.015625 Penalty: 723.142212
	Iteration 21Q: 3 clusters Score -155206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -155208.765625 Penalty: 723.142212
	Iteration 22Q: 3 clusters Score -155208.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -155210.890625 Penalty: 723.142212
	Iteration 23Q: 3 clusters Score -155210.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -155212.765625 Penalty: 723.142212
	Iteration 24Q: 3 clusters Score -155212.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -155215.578125 Penalty: 723.142212
	Iteration 25Q: 3 clusters Score -155215.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -155217.953125 Penalty: 723.142212
	Iteration 26Q: 3 clusters Score -155218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -155220.687500 Penalty: 723.142212
	Iteration 27Q: 3 clusters Score -155220.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -155222.343750 Penalty: 723.142212
	Iteration 28Q: 3 clusters Score -155222.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -155227.359375 Penalty: 723.142212
	Iteration 29Q: 3 clusters Score -155227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -155232.187500 Penalty: 723.142212
	Iteration 30Q: 3 clusters Score -155232.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -155235.031250 Penalty: 723.142212
	Iteration 31Q: 3 clusters Score -155235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -155238.093750 Penalty: 723.142212
	Iteration 32Q: 3 clusters Score -155238.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -155242.109375 Penalty: 723.142212
	Iteration 33Q: 3 clusters Score -155242.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -155247.234375 Penalty: 723.142212
	Iteration 34Q: 3 clusters Score -155247.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -155250.640625 Penalty: 723.142212
	Iteration 35Q: 3 clusters Score -155250.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -155252.500000 Penalty: 723.142212
	Iteration 36Q: 3 clusters Score -155252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -155255.750000 Penalty: 723.142212
	Iteration 37Q: 3 clusters Score -155255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -155260.578125 Penalty: 723.142212
	Iteration 38Q: 3 clusters Score -155260.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -155266.984375 Penalty: 723.142212
	Iteration 39Q: 3 clusters Score -155267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -155274.171875 Penalty: 723.142212
	Iteration 40F: 3 clusters Score -155274.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -155284.171875 Penalty: 723.142212
	Iteration 41Q: 3 clusters Score -155284.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -155300.187500 Penalty: 723.142212
	Iteration 42Q: 3 clusters Score -155300.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -155317.390625 Penalty: 723.142212
	Iteration 43Q: 3 clusters Score -155317.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -155329.781250 Penalty: 723.142212
	Iteration 44Q: 3 clusters Score -155329.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -155350.140625 Penalty: 723.142212
	Iteration 45Q: 3 clusters Score -155350.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -155384.046875 Penalty: 723.142212
	Iteration 46Q: 3 clusters Score -155384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -155405.375000 Penalty: 723.142212
	Iteration 47Q: 3 clusters Score -155405.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -155416.546875 Penalty: 723.142212
	Iteration 48Q: 3 clusters Score -155416.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -155426.984375 Penalty: 723.142212
	Iteration 49Q: 3 clusters Score -155427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -155432.468750 Penalty: 723.142212
	Iteration 50Q: 3 clusters Score -155432.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -155435.718750 Penalty: 723.142212
	Iteration 51Q: 3 clusters Score -155435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -155439.046875 Penalty: 723.142212
	Iteration 52Q: 3 clusters Score -155439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -155444.468750 Penalty: 723.142212
	Iteration 53Q: 3 clusters Score -155444.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -155450.203125 Penalty: 723.142212
	Iteration 54Q: 3 clusters Score -155450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -155456.828125 Penalty: 723.142212
	Iteration 55Q: 3 clusters Score -155456.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -155462.453125 Penalty: 723.142212
	Iteration 56Q: 3 clusters Score -155462.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -155465.937500 Penalty: 723.142212
	Iteration 57Q: 3 clusters Score -155465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -155468.875000 Penalty: 723.142212
	Iteration 58Q: 3 clusters Score -155468.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -155472.750000 Penalty: 723.142212
	Iteration 59Q: 3 clusters Score -155472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -155476.000000 Penalty: 723.142212
	Iteration 60F: 3 clusters Score -155476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -155480.390625 Penalty: 723.142212
	Iteration 61Q: 3 clusters Score -155480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -155483.265625 Penalty: 723.142212
	Iteration 62Q: 3 clusters Score -155483.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -155486.890625 Penalty: 723.142212
	Iteration 63Q: 3 clusters Score -155486.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -155490.468750 Penalty: 723.142212
	Iteration 64Q: 3 clusters Score -155490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -155493.968750 Penalty: 723.142212
	Iteration 65Q: 3 clusters Score -155494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -155501.468750 Penalty: 723.142212
	Iteration 66Q: 3 clusters Score -155501.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -155509.593750 Penalty: 723.142212
	Iteration 67Q: 3 clusters Score -155509.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -155524.375000 Penalty: 723.142212
	Iteration 68Q: 3 clusters Score -155524.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -155546.359375 Penalty: 723.142212
	Iteration 69Q: 3 clusters Score -155546.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -155567.515625 Penalty: 723.142212
	Iteration 70Q: 3 clusters Score -155567.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -155587.656250 Penalty: 723.142212
	Iteration 71Q: 3 clusters Score -155587.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -155610.796875 Penalty: 723.142212
	Iteration 72Q: 3 clusters Score -155610.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -155626.906250 Penalty: 723.142212
	Iteration 73Q: 3 clusters Score -155626.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -155645.343750 Penalty: 723.142212
	Iteration 74Q: 3 clusters Score -155645.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -155665.453125 Penalty: 723.142212
	Iteration 75Q: 3 clusters Score -155665.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -155710.500000 Penalty: 723.142212
	Iteration 76Q: 3 clusters Score -155710.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -155796.875000 Penalty: 723.142212
	Iteration 77Q: 3 clusters Score -155796.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -155986.640625 Penalty: 723.142212
	Iteration 78Q: 3 clusters Score -155986.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -156056.968750 Penalty: 723.142212
	Iteration 79Q: 3 clusters Score -156057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -156144.765625 Penalty: 723.142212
	Iteration 80F: 3 clusters Score -156144.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -156304.000000 Penalty: 723.142212
	Iteration 81Q: 3 clusters Score -156304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -156391.234375 Penalty: 723.142212
	Iteration 82Q: 3 clusters Score -156391.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -156417.062500 Penalty: 723.142212
	Iteration 83Q: 3 clusters Score -156417.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -156432.187500 Penalty: 723.142212
	Iteration 84Q: 3 clusters Score -156432.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -156440.046875 Penalty: 723.142212
	Iteration 85Q: 3 clusters Score -156440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -156444.546875 Penalty: 723.142212
	Iteration 86Q: 3 clusters Score -156444.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -156448.968750 Penalty: 723.142212
	Iteration 87Q: 3 clusters Score -156449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -156453.859375 Penalty: 723.142212
	Iteration 88Q: 3 clusters Score -156453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -156457.546875 Penalty: 723.142212
	Iteration 89Q: 3 clusters Score -156457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -156459.593750 Penalty: 723.142212
	Iteration 90Q: 3 clusters Score -156459.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -156463.312500 Penalty: 723.142212
	Iteration 91Q: 3 clusters Score -156463.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -156466.453125 Penalty: 723.142212
	Iteration 92Q: 3 clusters Score -156466.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -156470.078125 Penalty: 723.142212
	Iteration 93Q: 3 clusters Score -156470.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -156475.812500 Penalty: 723.142212
	Iteration 94Q: 3 clusters Score -156475.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -156485.984375 Penalty: 723.142212
	Iteration 95Q: 3 clusters Score -156486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -156492.968750 Penalty: 723.142212
	Iteration 96Q: 3 clusters Score -156493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -156499.187500 Penalty: 723.142212
	Iteration 97Q: 3 clusters Score -156499.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -156507.546875 Penalty: 723.142212
	Iteration 98Q: 3 clusters Score -156507.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -156517.531250 Penalty: 723.142212
	Iteration 99Q: 3 clusters Score -156517.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -156523.156250 Penalty: 723.142212
	Iteration 100F: 3 clusters Score -156523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -156527.156250 Penalty: 723.142212
	Iteration 101Q: 3 clusters Score -156527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -156528.640625 Penalty: 723.142212
	Iteration 102Q: 3 clusters Score -156528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -156530.468750 Penalty: 723.142212
	Iteration 103Q: 3 clusters Score -156530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -156531.781250 Penalty: 723.142212
	Iteration 104Q: 3 clusters Score -156531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -156532.406250 Penalty: 723.142212
	Iteration 105Q: 3 clusters Score -156532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -156534.406250 Penalty: 723.142212
	Iteration 106Q: 3 clusters Score -156534.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -156537.656250 Penalty: 723.142212
	Iteration 107Q: 3 clusters Score -156537.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -156540.281250 Penalty: 723.142212
	Iteration 108Q: 3 clusters Score -156540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -156543.234375 Penalty: 723.142212
	Iteration 109Q: 3 clusters Score -156543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -156544.046875 Penalty: 723.142212
	Iteration 110Q: 3 clusters Score -156544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -156544.500000 Penalty: 723.142212
	Iteration 111Q: 3 clusters Score -156544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -156545.078125 Penalty: 723.142212
	Iteration 112Q: 3 clusters Score -156545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -156545.437500 Penalty: 723.142212
	Iteration 113Q: 3 clusters Score -156545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -156545.671875 Penalty: 723.142212
	Iteration 114Q: 3 clusters Score -156545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -156545.593750 Penalty: 723.142212
	Iteration 115Q: 3 clusters Score -156545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -156545.593750 Penalty: 723.142212
	Iteration 116F: 3 clusters Score -156545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 132318 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
Score: -23048502.000000 Penalty: 11169.758789
Splitting cluster 11 changes total score from -23047010.000000 to -23048502.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (4380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Entering Unmasked Estep 
Score: -240847.046875 Penalty: 381.508575
	Iteration 0F: 2 clusters Score -240847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -237868.640625 Penalty: 763.017151
	Iteration 0F: 3 clusters Score -237868.6 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -239118.531250 Penalty: 763.017151
	Iteration 1F: 3 clusters Score -239118.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -239383.203125 Penalty: 763.017151
	Iteration 2F: 3 clusters Score -239383.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -239606.390625 Penalty: 763.017151
	Iteration 3F: 3 clusters Score -239606.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -239779.859375 Penalty: 763.017151
	Iteration 4F: 3 clusters Score -239779.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -239907.156250 Penalty: 763.017151
	Iteration 5F: 3 clusters Score -239907.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -239987.406250 Penalty: 763.017151
	Iteration 6Q: 3 clusters Score -239987.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -240070.812500 Penalty: 763.017151
	Iteration 7Q: 3 clusters Score -240070.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -240159.468750 Penalty: 763.017151
	Iteration 8Q: 3 clusters Score -240159.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -240230.515625 Penalty: 763.017151
	Iteration 9Q: 3 clusters Score -240230.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -240290.453125 Penalty: 763.017151
	Iteration 10Q: 3 clusters Score -240290.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -240365.562500 Penalty: 763.017151
	Iteration 11Q: 3 clusters Score -240365.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -240417.546875 Penalty: 763.017151
	Iteration 12Q: 3 clusters Score -240417.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -240458.250000 Penalty: 763.017151
	Iteration 13Q: 3 clusters Score -240458.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -240501.406250 Penalty: 763.017151
	Iteration 14Q: 3 clusters Score -240501.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -240547.250000 Penalty: 763.017151
	Iteration 15Q: 3 clusters Score -240547.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -240606.609375 Penalty: 763.017151
	Iteration 16Q: 3 clusters Score -240606.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -240639.921875 Penalty: 763.017151
	Iteration 17Q: 3 clusters Score -240639.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -240657.453125 Penalty: 763.017151
	Iteration 18Q: 3 clusters Score -240657.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -240668.328125 Penalty: 763.017151
	Iteration 19Q: 3 clusters Score -240668.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -240673.875000 Penalty: 763.017151
	Iteration 20F: 3 clusters Score -240673.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -240676.171875 Penalty: 763.017151
	Iteration 21Q: 3 clusters Score -240676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -240679.156250 Penalty: 763.017151
	Iteration 22Q: 3 clusters Score -240679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -240682.734375 Penalty: 763.017151
	Iteration 23Q: 3 clusters Score -240682.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -240687.453125 Penalty: 763.017151
	Iteration 24Q: 3 clusters Score -240687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -240689.062500 Penalty: 763.017151
	Iteration 25Q: 3 clusters Score -240689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -240690.531250 Penalty: 763.017151
	Iteration 26Q: 3 clusters Score -240690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -240691.078125 Penalty: 763.017151
	Iteration 27Q: 3 clusters Score -240691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -240691.750000 Penalty: 763.017151
	Iteration 28Q: 3 clusters Score -240691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -240691.406250 Penalty: 763.017151
	Iteration 29Q: 3 clusters Score -240691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -240691.703125 Penalty: 763.017151
	Iteration 30Q: 3 clusters Score -240691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -240691.796875 Penalty: 763.017151
	Iteration 31Q: 3 clusters Score -240691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -240691.796875 Penalty: 763.017151
	Iteration 32F: 3 clusters Score -240691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206152 members 
Entering Unmasked Estep 
Score: -11984438.000000 Penalty: 556.754822
	Iteration 0F: 2 clusters Score -1.198444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -11857849.000000 Penalty: 1113.509644
	Iteration 0F: 3 clusters Score -1.185785e+07 nChanged 101683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113895 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -11922323.000000 Penalty: 1113.509644
	Iteration 1F: 3 clusters Score -1.192232e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120423 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -11927184.000000 Penalty: 1113.509644
	Iteration 2F: 3 clusters Score -1.192718e+07 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -11934093.000000 Penalty: 1113.509644
	Iteration 3F: 3 clusters Score -1.193409e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139982 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -11942425.000000 Penalty: 1113.509644
	Iteration 4F: 3 clusters Score -1.194242e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150259 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -11951639.000000 Penalty: 1113.509644
	Iteration 5F: 3 clusters Score -1.195164e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -11960750.000000 Penalty: 1113.509644
	Iteration 6F: 3 clusters Score -1.196075e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162836 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -11966930.000000 Penalty: 1113.509644
	Iteration 7Q: 3 clusters Score -1.196693e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165685 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -11969667.000000 Penalty: 1113.509644
	Iteration 8Q: 3 clusters Score -1.196967e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -11970559.000000 Penalty: 1113.509644
	Iteration 9Q: 3 clusters Score -1.197056e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170036 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -11971026.000000 Penalty: 1113.509644
	Iteration 10Q: 3 clusters Score -1.197103e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -11971391.000000 Penalty: 1113.509644
	Iteration 11Q: 3 clusters Score -1.197139e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -11971586.000000 Penalty: 1113.509644
	Iteration 12Q: 3 clusters Score -1.197159e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175076 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -11971908.000000 Penalty: 1113.509644
	Iteration 13Q: 3 clusters Score -1.197191e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176739 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -11972143.000000 Penalty: 1113.509644
	Iteration 14Q: 3 clusters Score -1.197214e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178316 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -11972417.000000 Penalty: 1113.509644
	Iteration 15Q: 3 clusters Score -1.197242e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -11972777.000000 Penalty: 1113.509644
	Iteration 16Q: 3 clusters Score -1.197278e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181423 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -11973127.000000 Penalty: 1113.509644
	Iteration 17Q: 3 clusters Score -1.197313e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182984 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -11973546.000000 Penalty: 1113.509644
	Iteration 18Q: 3 clusters Score -1.197355e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184581 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -11973964.000000 Penalty: 1113.509644
	Iteration 19Q: 3 clusters Score -1.197396e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -11974537.000000 Penalty: 1113.509644
	Iteration 20F: 3 clusters Score -1.197454e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187655 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -11975100.000000 Penalty: 1113.509644
	Iteration 21Q: 3 clusters Score -1.19751e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189121 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -11975692.000000 Penalty: 1113.509644
	Iteration 22Q: 3 clusters Score -1.197569e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190528 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -11976257.000000 Penalty: 1113.509644
	Iteration 23Q: 3 clusters Score -1.197626e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191822 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -11976818.000000 Penalty: 1113.509644
	Iteration 24Q: 3 clusters Score -1.197682e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193029 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -11977270.000000 Penalty: 1113.509644
	Iteration 25Q: 3 clusters Score -1.197727e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194095 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -11977711.000000 Penalty: 1113.509644
	Iteration 26Q: 3 clusters Score -1.197771e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195017 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -11978233.000000 Penalty: 1113.509644
	Iteration 27Q: 3 clusters Score -1.197823e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195785 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -11978502.000000 Penalty: 1113.509644
	Iteration 28Q: 3 clusters Score -1.19785e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196503 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -11978887.000000 Penalty: 1113.509644
	Iteration 29Q: 3 clusters Score -1.197889e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197140 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -11979158.000000 Penalty: 1113.509644
	Iteration 30Q: 3 clusters Score -1.197916e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197712 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -11979417.000000 Penalty: 1113.509644
	Iteration 31Q: 3 clusters Score -1.197942e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198192 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -11979724.000000 Penalty: 1113.509644
	Iteration 32Q: 3 clusters Score -1.197972e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198636 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -11979947.000000 Penalty: 1113.509644
	Iteration 33Q: 3 clusters Score -1.197995e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199018 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -11980119.000000 Penalty: 1113.509644
	Iteration 34Q: 3 clusters Score -1.198012e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199384 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -11980395.000000 Penalty: 1113.509644
	Iteration 35Q: 3 clusters Score -1.19804e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199719 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -11980514.000000 Penalty: 1113.509644
	Iteration 36Q: 3 clusters Score -1.198051e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200036 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -11980696.000000 Penalty: 1113.509644
	Iteration 37Q: 3 clusters Score -1.19807e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200331 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -11980876.000000 Penalty: 1113.509644
	Iteration 38Q: 3 clusters Score -1.198088e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200579 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -11980983.000000 Penalty: 1113.509644
	Iteration 39Q: 3 clusters Score -1.198098e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200780 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -11981067.000000 Penalty: 1113.509644
	Iteration 40F: 3 clusters Score -1.198107e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200968 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -11981055.000000 Penalty: 1113.509644
	Iteration 41Q: 3 clusters Score -1.198106e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201134 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -11981120.000000 Penalty: 1113.509644
	Iteration 42Q: 3 clusters Score -1.198112e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201291 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -11981233.000000 Penalty: 1113.509644
	Iteration 43Q: 3 clusters Score -1.198123e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201431 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -11981347.000000 Penalty: 1113.509644
	Iteration 44Q: 3 clusters Score -1.198135e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201563 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -11981432.000000 Penalty: 1113.509644
	Iteration 45Q: 3 clusters Score -1.198143e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201681 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -11981527.000000 Penalty: 1113.509644
	Iteration 46Q: 3 clusters Score -1.198153e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201792 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -11981635.000000 Penalty: 1113.509644
	Iteration 47Q: 3 clusters Score -1.198164e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201924 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -11981664.000000 Penalty: 1113.509644
	Iteration 48Q: 3 clusters Score -1.198166e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202024 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -11981738.000000 Penalty: 1113.509644
	Iteration 49Q: 3 clusters Score -1.198174e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202106 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -11981751.000000 Penalty: 1113.509644
	Iteration 50Q: 3 clusters Score -1.198175e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202183 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -11981802.000000 Penalty: 1113.509644
	Iteration 51Q: 3 clusters Score -1.19818e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202247 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -11981815.000000 Penalty: 1113.509644
	Iteration 52Q: 3 clusters Score -1.198182e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202319 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -11981871.000000 Penalty: 1113.509644
	Iteration 53Q: 3 clusters Score -1.198187e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202398 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -11981901.000000 Penalty: 1113.509644
	Iteration 54Q: 3 clusters Score -1.19819e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202464 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -11981970.000000 Penalty: 1113.509644
	Iteration 55Q: 3 clusters Score -1.198197e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202539 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -11982058.000000 Penalty: 1113.509644
	Iteration 56Q: 3 clusters Score -1.198206e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202619 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11982132.000000 Penalty: 1113.509644
	Iteration 57Q: 3 clusters Score -1.198213e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202676 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -11982177.000000 Penalty: 1113.509644
	Iteration 58Q: 3 clusters Score -1.198218e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202742 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -11982213.000000 Penalty: 1113.509644
	Iteration 59Q: 3 clusters Score -1.198221e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202796 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -11982213.000000 Penalty: 1113.509644
	Iteration 60F: 3 clusters Score -1.198221e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202858 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -11982295.000000 Penalty: 1113.509644
	Iteration 61Q: 3 clusters Score -1.19823e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202908 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -11982340.000000 Penalty: 1113.509644
	Iteration 62Q: 3 clusters Score -1.198234e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202957 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -11982350.000000 Penalty: 1113.509644
	Iteration 63Q: 3 clusters Score -1.198235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202994 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -11982377.000000 Penalty: 1113.509644
	Iteration 64Q: 3 clusters Score -1.198238e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203035 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -11982412.000000 Penalty: 1113.509644
	Iteration 65Q: 3 clusters Score -1.198241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -11982445.000000 Penalty: 1113.509644
	Iteration 66Q: 3 clusters Score -1.198244e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203141 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -11982465.000000 Penalty: 1113.509644
	Iteration 67Q: 3 clusters Score -1.198246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203185 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -11982476.000000 Penalty: 1113.509644
	Iteration 68Q: 3 clusters Score -1.198248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203232 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -11982513.000000 Penalty: 1113.509644
	Iteration 69Q: 3 clusters Score -1.198251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203273 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -11982550.000000 Penalty: 1113.509644
	Iteration 70Q: 3 clusters Score -1.198255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203320 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -11982605.000000 Penalty: 1113.509644
	Iteration 71Q: 3 clusters Score -1.19826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203360 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -11982635.000000 Penalty: 1113.509644
	Iteration 72Q: 3 clusters Score -1.198264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203402 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -11982648.000000 Penalty: 1113.509644
	Iteration 73Q: 3 clusters Score -1.198265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203444 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -11982652.000000 Penalty: 1113.509644
	Iteration 74Q: 3 clusters Score -1.198265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203473 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -11982679.000000 Penalty: 1113.509644
	Iteration 75Q: 3 clusters Score -1.198268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203502 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -11982708.000000 Penalty: 1113.509644
	Iteration 76Q: 3 clusters Score -1.198271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203526 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -11982719.000000 Penalty: 1113.509644
	Iteration 77Q: 3 clusters Score -1.198272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203543 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11982725.000000 Penalty: 1113.509644
	Iteration 78Q: 3 clusters Score -1.198272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203559 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -11982729.000000 Penalty: 1113.509644
	Iteration 79Q: 3 clusters Score -1.198273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203570 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11982751.000000 Penalty: 1113.509644
	Iteration 80F: 3 clusters Score -1.198275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203581 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -11982750.000000 Penalty: 1113.509644
	Iteration 81Q: 3 clusters Score -1.198275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203602 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -11982766.000000 Penalty: 1113.509644
	Iteration 82Q: 3 clusters Score -1.198277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203614 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -11982765.000000 Penalty: 1113.509644
	Iteration 83Q: 3 clusters Score -1.198276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203627 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -11982779.000000 Penalty: 1113.509644
	Iteration 84Q: 3 clusters Score -1.198278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203640 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -11982771.000000 Penalty: 1113.509644
	Iteration 85Q: 3 clusters Score -1.198277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203649 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11982774.000000 Penalty: 1113.509644
	Iteration 86Q: 3 clusters Score -1.198277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203658 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11982768.000000 Penalty: 1113.509644
	Iteration 87Q: 3 clusters Score -1.198277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203670 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -11982791.000000 Penalty: 1113.509644
	Iteration 88Q: 3 clusters Score -1.198279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203680 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11982812.000000 Penalty: 1113.509644
	Iteration 89Q: 3 clusters Score -1.198281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203687 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11982832.000000 Penalty: 1113.509644
	Iteration 90Q: 3 clusters Score -1.198283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203696 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -11982834.000000 Penalty: 1113.509644
	Iteration 91Q: 3 clusters Score -1.198283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203703 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -11982845.000000 Penalty: 1113.509644
	Iteration 92Q: 3 clusters Score -1.198284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203709 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11982836.000000 Penalty: 1113.509644
	Iteration 93Q: 3 clusters Score -1.198284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203710 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -11982855.000000 Penalty: 1113.509644
	Iteration 94Q: 3 clusters Score -1.198286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203709 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11982848.000000 Penalty: 1113.509644
	Iteration 95Q: 3 clusters Score -1.198285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203709 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11982848.000000 Penalty: 1113.509644
	Iteration 96F: 3 clusters Score -1.198285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -139109.796875 Penalty: 356.770050
	Iteration 0F: 2 clusters Score -139109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -137357.562500 Penalty: 713.540100
	Iteration 0F: 3 clusters Score -137357.6 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -138197.015625 Penalty: 713.540100
	Iteration 1F: 3 clusters Score -138197 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -138591.015625 Penalty: 713.540100
	Iteration 2F: 3 clusters Score -138591 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -139035.328125 Penalty: 713.540100
	Iteration 3F: 3 clusters Score -139035.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -139511.468750 Penalty: 713.540100
	Iteration 4F: 3 clusters Score -139511.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -139886.312500 Penalty: 713.540100
	Iteration 5F: 3 clusters Score -139886.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140177.250000 Penalty: 713.540100
	Iteration 6Q: 3 clusters Score -140177.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -140273.312500 Penalty: 713.540100
	Iteration 7Q: 3 clusters Score -140273.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140289.109375 Penalty: 713.540100
	Iteration 8Q: 3 clusters Score -140289.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -140295.593750 Penalty: 713.540100
	Iteration 9Q: 3 clusters Score -140295.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -140298.468750 Penalty: 713.540100
	Iteration 10Q: 3 clusters Score -140298.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -140300.687500 Penalty: 713.540100
	Iteration 11Q: 3 clusters Score -140300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -140302.468750 Penalty: 713.540100
	Iteration 12Q: 3 clusters Score -140302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -140304.484375 Penalty: 713.540100
	Iteration 13Q: 3 clusters Score -140304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -140305.875000 Penalty: 713.540100
	Iteration 14Q: 3 clusters Score -140305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -140306.609375 Penalty: 713.540100
	Iteration 15Q: 3 clusters Score -140306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140306.656250 Penalty: 713.540100
	Iteration 16Q: 3 clusters Score -140306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -140306.765625 Penalty: 713.540100
	Iteration 17Q: 3 clusters Score -140306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -140306.765625 Penalty: 713.540100
	Iteration 18F: 3 clusters Score -140306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 132318 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 817 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
Score: -23049426.000000 Penalty: 11757.640625
Splitting cluster 14 changes total score from -23047010.000000 to -23049426.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 15 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -344196.500000 Penalty: 395.255615
	Iteration 0F: 2 clusters Score -344196.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -340123.250000 Penalty: 790.511230
	Iteration 0F: 3 clusters Score -340123.2 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -341669.312500 Penalty: 790.511230
	Iteration 1F: 3 clusters Score -341669.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -341893.937500 Penalty: 790.511230
	Iteration 2F: 3 clusters Score -341893.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -342164.343750 Penalty: 790.511230
	Iteration 3F: 3 clusters Score -342164.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -342468.281250 Penalty: 790.511230
	Iteration 4F: 3 clusters Score -342468.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342756.156250 Penalty: 790.511230
	Iteration 5F: 3 clusters Score -342756.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -343061.250000 Penalty: 790.511230
	Iteration 6F: 3 clusters Score -343061.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -343376.312500 Penalty: 790.511230
	Iteration 7F: 3 clusters Score -343376.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -343585.562500 Penalty: 790.511230
	Iteration 8Q: 3 clusters Score -343585.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -343710.656250 Penalty: 790.511230
	Iteration 9Q: 3 clusters Score -343710.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -343765.531250 Penalty: 790.511230
	Iteration 10Q: 3 clusters Score -343765.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -343794.937500 Penalty: 790.511230
	Iteration 11Q: 3 clusters Score -343794.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -343815.156250 Penalty: 790.511230
	Iteration 12Q: 3 clusters Score -343815.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -343824.812500 Penalty: 790.511230
	Iteration 13Q: 3 clusters Score -343824.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -343834.156250 Penalty: 790.511230
	Iteration 14Q: 3 clusters Score -343834.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -343848.312500 Penalty: 790.511230
	Iteration 15Q: 3 clusters Score -343848.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -343859.906250 Penalty: 790.511230
	Iteration 16Q: 3 clusters Score -343859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -343863.250000 Penalty: 790.511230
	Iteration 17Q: 3 clusters Score -343863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -343867.218750 Penalty: 790.511230
	Iteration 18Q: 3 clusters Score -343867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -343874.218750 Penalty: 790.511230
	Iteration 19Q: 3 clusters Score -343874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -343874.687500 Penalty: 790.511230
	Iteration 20F: 3 clusters Score -343874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -343876.218750 Penalty: 790.511230
	Iteration 21Q: 3 clusters Score -343876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -343876.375000 Penalty: 790.511230
	Iteration 22Q: 3 clusters Score -343876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -343876.375000 Penalty: 790.511230
	Iteration 23F: 3 clusters Score -343876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -222937.968750 Penalty: 381.070190
	Iteration 0F: 2 clusters Score -222938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -220002.859375 Penalty: 762.140381
	Iteration 0F: 3 clusters Score -220002.9 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -221530.875000 Penalty: 762.140381
	Iteration 1F: 3 clusters Score -221530.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -222253.984375 Penalty: 762.140381
	Iteration 2F: 3 clusters Score -222254 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -222723.593750 Penalty: 762.140381
	Iteration 3F: 3 clusters Score -222723.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -222908.984375 Penalty: 762.140381
	Iteration 4F: 3 clusters Score -222909 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -223023.000000 Penalty: 762.140381
	Iteration 5Q: 3 clusters Score -223023 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -223066.640625 Penalty: 762.140381
	Iteration 6Q: 3 clusters Score -223066.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -223091.500000 Penalty: 762.140381
	Iteration 7Q: 3 clusters Score -223091.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -223108.781250 Penalty: 762.140381
	Iteration 8Q: 3 clusters Score -223108.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -223120.437500 Penalty: 762.140381
	Iteration 9Q: 3 clusters Score -223120.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -223125.718750 Penalty: 762.140381
	Iteration 10Q: 3 clusters Score -223125.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -223130.000000 Penalty: 762.140381
	Iteration 11Q: 3 clusters Score -223130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -223132.031250 Penalty: 762.140381
	Iteration 12Q: 3 clusters Score -223132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -223135.062500 Penalty: 762.140381
	Iteration 13Q: 3 clusters Score -223135.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -223138.593750 Penalty: 762.140381
	Iteration 14Q: 3 clusters Score -223138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -223140.875000 Penalty: 762.140381
	Iteration 15Q: 3 clusters Score -223140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -223143.171875 Penalty: 762.140381
	Iteration 16Q: 3 clusters Score -223143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -223146.984375 Penalty: 762.140381
	Iteration 17Q: 3 clusters Score -223147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -223151.968750 Penalty: 762.140381
	Iteration 18Q: 3 clusters Score -223152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -223156.687500 Penalty: 762.140381
	Iteration 19Q: 3 clusters Score -223156.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -223159.125000 Penalty: 762.140381
	Iteration 20F: 3 clusters Score -223159.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -223162.468750 Penalty: 762.140381
	Iteration 21Q: 3 clusters Score -223162.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -223166.578125 Penalty: 762.140381
	Iteration 22Q: 3 clusters Score -223166.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -223170.796875 Penalty: 762.140381
	Iteration 23Q: 3 clusters Score -223170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -223174.953125 Penalty: 762.140381
	Iteration 24Q: 3 clusters Score -223175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -223178.078125 Penalty: 762.140381
	Iteration 25Q: 3 clusters Score -223178.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -223180.437500 Penalty: 762.140381
	Iteration 26Q: 3 clusters Score -223180.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -223183.125000 Penalty: 762.140381
	Iteration 27Q: 3 clusters Score -223183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -223185.296875 Penalty: 762.140381
	Iteration 28Q: 3 clusters Score -223185.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -223188.000000 Penalty: 762.140381
	Iteration 29Q: 3 clusters Score -223188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -223189.343750 Penalty: 762.140381
	Iteration 30Q: 3 clusters Score -223189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -223190.312500 Penalty: 762.140381
	Iteration 31Q: 3 clusters Score -223190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -223190.718750 Penalty: 762.140381
	Iteration 32Q: 3 clusters Score -223190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -223190.671875 Penalty: 762.140381
	Iteration 33Q: 3 clusters Score -223190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -223190.578125 Penalty: 762.140381
	Iteration 34Q: 3 clusters Score -223190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -223190.578125 Penalty: 762.140381
	Iteration 35F: 3 clusters Score -223190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 132318 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 817 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 173 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
Score: -23049460.000000 Penalty: 12345.523438
Splitting cluster 19 changes total score from -23047010.000000 to -23049460.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7856.221191 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7856.221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7644.428711 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7644.429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7779.637207 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7779.637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7820.505859 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7820.506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7875.555176 Penalty: 468.949554
	Iteration 3F: 3 clusters Score -7875.555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7958.907227 Penalty: 468.949554
	Iteration 4F: 3 clusters Score -7958.907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7978.387695 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7978.388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7991.932617 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7991.933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8000.016602 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -8000.017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8000.016602 Penalty: 468.949554
	Iteration 8F: 3 clusters Score -8000.017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Mstep: Class 3 contains 132318 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 817 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 42 members 
Mstep: Class 21 contains 10804 members 
Mstep: Class 22 contains 131 members 
Entering Unmasked Estep 
Score: -23049256.000000 Penalty: 12933.405273
Splitting cluster 20 changes total score from -23047010.000000 to -23049256.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (10804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Entering Unmasked Estep 
Score: -596727.000000 Penalty: 422.589081
	Iteration 0F: 2 clusters Score -596727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -589459.937500 Penalty: 845.178162
	Iteration 0F: 3 clusters Score -589459.9 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -592442.375000 Penalty: 845.178162
	Iteration 1F: 3 clusters Score -592442.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -592773.125000 Penalty: 845.178162
	Iteration 2F: 3 clusters Score -592773.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -593302.500000 Penalty: 845.178162
	Iteration 3F: 3 clusters Score -593302.5 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -594032.000000 Penalty: 845.178162
	Iteration 4F: 3 clusters Score -594032 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -594789.687500 Penalty: 845.178162
	Iteration 5F: 3 clusters Score -594789.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -595400.000000 Penalty: 845.178162
	Iteration 6F: 3 clusters Score -595400 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -595800.250000 Penalty: 845.178162
	Iteration 7Q: 3 clusters Score -595800.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -596042.125000 Penalty: 845.178162
	Iteration 8Q: 3 clusters Score -596042.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -596177.000000 Penalty: 845.178162
	Iteration 9Q: 3 clusters Score -596177 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -596265.125000 Penalty: 845.178162
	Iteration 10Q: 3 clusters Score -596265.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -596327.125000 Penalty: 845.178162
	Iteration 11Q: 3 clusters Score -596327.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -596383.312500 Penalty: 845.178162
	Iteration 12Q: 3 clusters Score -596383.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -596433.312500 Penalty: 845.178162
	Iteration 13Q: 3 clusters Score -596433.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -596477.687500 Penalty: 845.178162
	Iteration 14Q: 3 clusters Score -596477.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -596523.125000 Penalty: 845.178162
	Iteration 15Q: 3 clusters Score -596523.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -596567.562500 Penalty: 845.178162
	Iteration 16Q: 3 clusters Score -596567.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -596597.312500 Penalty: 845.178162
	Iteration 17Q: 3 clusters Score -596597.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -596617.062500 Penalty: 845.178162
	Iteration 18Q: 3 clusters Score -596617.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -596628.062500 Penalty: 845.178162
	Iteration 19Q: 3 clusters Score -596628.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -596637.375000 Penalty: 845.178162
	Iteration 20F: 3 clusters Score -596637.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -596645.937500 Penalty: 845.178162
	Iteration 21Q: 3 clusters Score -596645.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -596649.437500 Penalty: 845.178162
	Iteration 22Q: 3 clusters Score -596649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -596651.875000 Penalty: 845.178162
	Iteration 23Q: 3 clusters Score -596651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -596651.750000 Penalty: 845.178162
	Iteration 24Q: 3 clusters Score -596651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -596652.125000 Penalty: 845.178162
	Iteration 25Q: 3 clusters Score -596652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -596652.625000 Penalty: 845.178162
	Iteration 26Q: 3 clusters Score -596652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -596652.250000 Penalty: 845.178162
	Iteration 27Q: 3 clusters Score -596652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -596652.437500 Penalty: 845.178162
	Iteration 28Q: 3 clusters Score -596652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -596652.437500 Penalty: 845.178162
	Iteration 29F: 3 clusters Score -596652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 206152 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 42 members 
Mstep: Class 21 contains 10804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049760.000000 Penalty: 12933.405273
Iteration 39Q: 23 clusters Score -2.304976e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 3176 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 131653 members 
Mstep: Class 4 contains 32402 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 238 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 4405 members 
Mstep: Class 13 contains 206244 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 518 members 
Mstep: Class 20 contains 42 members 
Mstep: Class 21 contains 11396 members 
Mstep: Class 22 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050534.000000 Penalty: 12933.405273
Iteration 40F: 23 clusters Score -2.305053e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 144 members 
Mstep: Class 3 contains 131390 members 
Mstep: Class 4 contains 32297 members 
Mstep: Class 5 contains 153 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 246 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 4398 members 
Mstep: Class 13 contains 206006 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 564 members 
Mstep: Class 20 contains 45 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051002.000000 Penalty: 12933.405273
Iteration 41Q: 23 clusters Score -2.3051e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 144 members 
Mstep: Class 3 contains 131218 members 
Mstep: Class 4 contains 32300 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 260 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 205677 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 5229 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 846 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051156.000000 Penalty: 12933.405273
Iteration 42Q: 23 clusters Score -2.305116e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 145 members 
Mstep: Class 3 contains 131191 members 
Mstep: Class 4 contains 32374 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 250 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 274 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 4370 members 
Mstep: Class 13 contains 205249 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 12670 members 
Mstep: Class 22 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051132.000000 Penalty: 12933.405273
Iteration 43Q: 23 clusters Score -2.305113e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 145 members 
Mstep: Class 3 contains 131281 members 
Mstep: Class 4 contains 32488 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 245 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 297 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 13 contains 204746 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 4822 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 4570 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 12955 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051280.000000 Penalty: 12933.405273
Iteration 44Q: 23 clusters Score -2.305128e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 146 members 
Mstep: Class 3 contains 131414 members 
Mstep: Class 4 contains 32642 members 
Mstep: Class 5 contains 142 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 321 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 204230 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 4682 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 13232 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051220.000000 Penalty: 12933.405273
Iteration 45Q: 23 clusters Score -2.305122e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 147 members 
Mstep: Class 3 contains 131561 members 
Mstep: Class 4 contains 32855 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1548 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 203737 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 4772 members 
Mstep: Class 19 contains 772 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 13443 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051278.000000 Penalty: 12933.405273
Iteration 46Q: 23 clusters Score -2.305128e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 147 members 
Mstep: Class 3 contains 131688 members 
Mstep: Class 4 contains 33031 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 203321 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 13608 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051190.000000 Penalty: 12933.405273
Iteration 47Q: 23 clusters Score -2.305119e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 147 members 
Mstep: Class 3 contains 131821 members 
Mstep: Class 4 contains 33189 members 
Mstep: Class 5 contains 139 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 202894 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 4037 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 4991 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051056.000000 Penalty: 12933.405273
Iteration 48Q: 23 clusters Score -2.305106e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 147 members 
Mstep: Class 3 contains 131979 members 
Mstep: Class 4 contains 33353 members 
Mstep: Class 5 contains 136 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 376 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 202461 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 13956 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050910.000000 Penalty: 12933.405273
Iteration 49Q: 23 clusters Score -2.305091e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 132176 members 
Mstep: Class 4 contains 33513 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 392 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 202039 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14085 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050750.000000 Penalty: 12933.405273
Iteration 50Q: 23 clusters Score -2.305075e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 132364 members 
Mstep: Class 4 contains 33637 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1608 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 201637 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14201 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050594.000000 Penalty: 12933.405273
Iteration 51Q: 23 clusters Score -2.305059e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 132523 members 
Mstep: Class 4 contains 33767 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 201266 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 3340 members 
Mstep: Class 16 contains 1805 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 1000 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14342 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050556.000000 Penalty: 12933.405273
Iteration 52Q: 23 clusters Score -2.305056e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 132675 members 
Mstep: Class 4 contains 33909 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 200934 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 1040 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14443 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050588.000000 Penalty: 12933.405273
Iteration 53Q: 23 clusters Score -2.305059e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 132801 members 
Mstep: Class 4 contains 34068 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 200614 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 5467 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14521 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050544.000000 Penalty: 12933.405273
Iteration 54Q: 23 clusters Score -2.305054e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 132905 members 
Mstep: Class 4 contains 34230 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 463 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 200313 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 5536 members 
Mstep: Class 19 contains 1127 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14612 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050462.000000 Penalty: 12933.405273
Iteration 55Q: 23 clusters Score -2.305046e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 133008 members 
Mstep: Class 4 contains 34390 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 475 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 200016 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5596 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14678 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050486.000000 Penalty: 12933.405273
Iteration 56Q: 23 clusters Score -2.305049e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 133124 members 
Mstep: Class 4 contains 34515 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 4016 members 
Mstep: Class 13 contains 199755 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14728 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050454.000000 Penalty: 12933.405273
Iteration 57Q: 23 clusters Score -2.305045e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 133242 members 
Mstep: Class 4 contains 34616 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 10 contains 500 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 199506 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5740 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14789 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050374.000000 Penalty: 12933.405273
Iteration 58Q: 23 clusters Score -2.305037e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 149 members 
Mstep: Class 3 contains 133330 members 
Mstep: Class 4 contains 34706 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 3924 members 
Mstep: Class 13 contains 199290 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 1293 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14844 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050218.000000 Penalty: 12933.405273
Iteration 59Q: 23 clusters Score -2.305022e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 3170 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 150 members 
Mstep: Class 3 contains 133441 members 
Mstep: Class 4 contains 34799 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 199050 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5863 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 47 members 
Mstep: Class 21 contains 14890 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050288.000000 Penalty: 12933.405273
Iteration 60F: 23 clusters Score -2.305029e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133522 members 
Mstep: Class 4 contains 34940 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 3831 members 
Mstep: Class 13 contains 198827 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5885 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 14960 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050230.000000 Penalty: 12933.405273
Iteration 61Q: 23 clusters Score -2.305023e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133604 members 
Mstep: Class 4 contains 35083 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 198577 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5911 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15030 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050186.000000 Penalty: 12933.405273
Iteration 62Q: 23 clusters Score -2.305019e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133656 members 
Mstep: Class 4 contains 35216 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 198334 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15112 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050116.000000 Penalty: 12933.405273
Iteration 63Q: 23 clusters Score -2.305012e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133738 members 
Mstep: Class 4 contains 35348 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 564 members 
Mstep: Class 11 contains 991 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 198073 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15190 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049962.000000 Penalty: 12933.405273
Iteration 64Q: 23 clusters Score -2.304996e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133815 members 
Mstep: Class 4 contains 35469 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 197814 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 5983 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15264 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049724.000000 Penalty: 12933.405273
Iteration 65Q: 23 clusters Score -2.304972e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133869 members 
Mstep: Class 4 contains 35561 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 3619 members 
Mstep: Class 13 contains 197560 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1759 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049670.000000 Penalty: 12933.405273
Iteration 66Q: 23 clusters Score -2.304967e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133909 members 
Mstep: Class 4 contains 35675 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 197331 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15435 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049636.000000 Penalty: 12933.405273
Iteration 67Q: 23 clusters Score -2.304964e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133941 members 
Mstep: Class 4 contains 35800 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 617 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 3528 members 
Mstep: Class 13 contains 197121 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15509 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049628.000000 Penalty: 12933.405273
Iteration 68Q: 23 clusters Score -2.304963e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 133958 members 
Mstep: Class 4 contains 35956 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 196918 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 1741 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 6066 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15571 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049550.000000 Penalty: 12933.405273
Iteration 69Q: 23 clusters Score -2.304955e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 153 members 
Mstep: Class 3 contains 133976 members 
Mstep: Class 4 contains 36100 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 13 contains 196691 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15632 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049464.000000 Penalty: 12933.405273
Iteration 70Q: 23 clusters Score -2.304946e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 154 members 
Mstep: Class 3 contains 133983 members 
Mstep: Class 4 contains 36239 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 196467 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 6092 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15672 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049410.000000 Penalty: 12933.405273
Iteration 71Q: 23 clusters Score -2.304941e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 157 members 
Mstep: Class 3 contains 133990 members 
Mstep: Class 4 contains 36387 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 1026 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 196217 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 6106 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15710 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049400.000000 Penalty: 12933.405273
Iteration 72Q: 23 clusters Score -2.30494e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 159 members 
Mstep: Class 3 contains 133955 members 
Mstep: Class 4 contains 36542 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 3279 members 
Mstep: Class 13 contains 195968 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15753 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049468.000000 Penalty: 12933.405273
Iteration 73Q: 23 clusters Score -2.304947e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 133878 members 
Mstep: Class 4 contains 36664 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 3250 members 
Mstep: Class 13 contains 195732 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15789 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049546.000000 Penalty: 12933.405273
Iteration 74Q: 23 clusters Score -2.304955e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 163 members 
Mstep: Class 3 contains 133797 members 
Mstep: Class 4 contains 36780 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 3215 members 
Mstep: Class 13 contains 195492 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15824 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049650.000000 Penalty: 12933.405273
Iteration 75Q: 23 clusters Score -2.304965e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 163 members 
Mstep: Class 3 contains 133745 members 
Mstep: Class 4 contains 36900 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 195193 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1205 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15862 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049728.000000 Penalty: 12933.405273
Iteration 76Q: 23 clusters Score -2.304973e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 164 members 
Mstep: Class 3 contains 133693 members 
Mstep: Class 4 contains 37025 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 194860 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6118 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15888 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049862.000000 Penalty: 12933.405273
Iteration 77Q: 23 clusters Score -2.304986e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 165 members 
Mstep: Class 3 contains 133571 members 
Mstep: Class 4 contains 37152 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 194549 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050008.000000 Penalty: 12933.405273
Iteration 78Q: 23 clusters Score -2.305001e+07 nChanged 1406
Entering ConstructFrom: 
Score: -23050008.000000 Penalty: 12933.405273
Entering ConstructFrom: 
Trying to split cluster 1 (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: -38019.199219 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -38019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37430.878906 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -37430.88 nChanged 243
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: -37576.503906 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -37576.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37614.769531 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -37614.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37657.808594 Penalty: 594.309875
	Iteration 3F: 3 clusters Score -37657.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37685.460938 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -37685.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37700.109375 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -37700.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37711.406250 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -37711.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37722.222656 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -37722.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37732.464844 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -37732.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37746.574219 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -37746.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37755.363281 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -37755.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -37765.082031 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -37765.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -37777.699219 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -37777.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37781.144531 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -37781.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -37785.550781 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -37785.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37791.406250 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -37791.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -37795.625000 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -37795.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -37798.496094 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -37798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37801.460938 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -37801.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37802.617188 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -37802.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -37803.714844 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -37803.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -37806.261719 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -37806.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37808.503906 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -37808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37810.718750 Penalty: 594.309875
	Iteration 23Q: 3 clusters Score -37810.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -37811.648438 Penalty: 594.309875
	Iteration 24Q: 3 clusters Score -37811.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -37811.914062 Penalty: 594.309875
	Iteration 25Q: 3 clusters Score -37811.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -37812.097656 Penalty: 594.309875
	Iteration 26Q: 3 clusters Score -37812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -37812.277344 Penalty: 594.309875
	Iteration 27Q: 3 clusters Score -37812.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -37812.277344 Penalty: 594.309875
	Iteration 28F: 3 clusters Score -37812.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6910.994629 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -6910.995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6712.795410 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6712.795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6848.925293 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -6848.925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6926.788086 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -6926.788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6997.330566 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -6997.331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7015.330566 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -7015.331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7023.007324 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -7023.007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7029.538574 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -7029.539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7033.403809 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -7033.404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7033.403809 Penalty: 465.737427
	Iteration 8F: 3 clusters Score -7033.404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 49 members 
Mstep: Class 3 contains 133469 members 
Mstep: Class 4 contains 37252 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 194157 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6093 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 118 members 
Entering Unmasked Estep 
Score: -23049846.000000 Penalty: 13521.287109
Splitting cluster 2 changes total score from -23050008.000000 to -23049846.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (133469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133469 members 
Entering Unmasked Estep 
Score: -7971483.000000 Penalty: 536.973877
	Iteration 0F: 2 clusters Score -7971483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -7889719.000000 Penalty: 1073.947754
	Iteration 0F: 3 clusters Score -7889719 nChanged 65474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -7931244.000000 Penalty: 1073.947754
	Iteration 1F: 3 clusters Score -7931244 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -7935625.000000 Penalty: 1073.947754
	Iteration 2F: 3 clusters Score -7935625 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -7942356.500000 Penalty: 1073.947754
	Iteration 3F: 3 clusters Score -7942356 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 102045 members 
Entering Unmasked Estep 
Score: -7951591.000000 Penalty: 1073.947754
	Iteration 4F: 3 clusters Score -7951591 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -7959967.000000 Penalty: 1073.947754
	Iteration 5F: 3 clusters Score -7959967 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -7965137.500000 Penalty: 1073.947754
	Iteration 6Q: 3 clusters Score -7965138 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -7967493.500000 Penalty: 1073.947754
	Iteration 7Q: 3 clusters Score -7967494 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 117033 members 
Entering Unmasked Estep 
Score: -7968680.500000 Penalty: 1073.947754
	Iteration 8Q: 3 clusters Score -7968680 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 118678 members 
Entering Unmasked Estep 
Score: -7969564.500000 Penalty: 1073.947754
	Iteration 9Q: 3 clusters Score -7969564 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 120225 members 
Entering Unmasked Estep 
Score: -7970351.500000 Penalty: 1073.947754
	Iteration 10Q: 3 clusters Score -7970352 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -7971037.500000 Penalty: 1073.947754
	Iteration 11Q: 3 clusters Score -7971038 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -7971641.000000 Penalty: 1073.947754
	Iteration 12Q: 3 clusters Score -7971641 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -7971930.500000 Penalty: 1073.947754
	Iteration 13Q: 3 clusters Score -7971930 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 125065 members 
Entering Unmasked Estep 
Score: -7972089.000000 Penalty: 1073.947754
	Iteration 14Q: 3 clusters Score -7972089 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 126038 members 
Entering Unmasked Estep 
Score: -7972056.500000 Penalty: 1073.947754
	Iteration 15Q: 3 clusters Score -7972056 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 126960 members 
Entering Unmasked Estep 
Score: -7972013.500000 Penalty: 1073.947754
	Iteration 16Q: 3 clusters Score -7972014 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 127804 members 
Entering Unmasked Estep 
Score: -7972100.000000 Penalty: 1073.947754
	Iteration 17Q: 3 clusters Score -7972100 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -7972117.000000 Penalty: 1073.947754
	Iteration 18Q: 3 clusters Score -7972117 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 129314 members 
Entering Unmasked Estep 
Score: -7972059.000000 Penalty: 1073.947754
	Iteration 19Q: 3 clusters Score -7972059 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 129934 members 
Entering Unmasked Estep 
Score: -7971975.500000 Penalty: 1073.947754
	Iteration 20F: 3 clusters Score -7971976 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 130457 members 
Entering Unmasked Estep 
Score: -7971855.000000 Penalty: 1073.947754
	Iteration 21Q: 3 clusters Score -7971855 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 130901 members 
Entering Unmasked Estep 
Score: -7971722.500000 Penalty: 1073.947754
	Iteration 22Q: 3 clusters Score -7971722 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -7971597.000000 Penalty: 1073.947754
	Iteration 23Q: 3 clusters Score -7971597 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
Score: -7971541.500000 Penalty: 1073.947754
	Iteration 24Q: 3 clusters Score -7971542 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 131895 members 
Entering Unmasked Estep 
Score: -7971469.000000 Penalty: 1073.947754
	Iteration 25Q: 3 clusters Score -7971469 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -7971452.500000 Penalty: 1073.947754
	Iteration 26Q: 3 clusters Score -7971452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -7971409.000000 Penalty: 1073.947754
	Iteration 27Q: 3 clusters Score -7971409 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -7971418.500000 Penalty: 1073.947754
	Iteration 28Q: 3 clusters Score -7971418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 132617 members 
Entering Unmasked Estep 
Score: -7971396.000000 Penalty: 1073.947754
	Iteration 29Q: 3 clusters Score -7971396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 132730 members 
Entering Unmasked Estep 
Score: -7971355.500000 Penalty: 1073.947754
	Iteration 30Q: 3 clusters Score -7971356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -7971333.000000 Penalty: 1073.947754
	Iteration 31Q: 3 clusters Score -7971333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -7971304.000000 Penalty: 1073.947754
	Iteration 32Q: 3 clusters Score -7971304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 132938 members 
Entering Unmasked Estep 
Score: -7971263.500000 Penalty: 1073.947754
	Iteration 33Q: 3 clusters Score -7971264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 133002 members 
Entering Unmasked Estep 
Score: -7971245.000000 Penalty: 1073.947754
	Iteration 34Q: 3 clusters Score -7971245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -7971227.500000 Penalty: 1073.947754
	Iteration 35Q: 3 clusters Score -7971228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 133081 members 
Entering Unmasked Estep 
Score: -7971219.500000 Penalty: 1073.947754
	Iteration 36Q: 3 clusters Score -7971220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -7971220.000000 Penalty: 1073.947754
	Iteration 37Q: 3 clusters Score -7971220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 133126 members 
Entering Unmasked Estep 
Score: -7971222.500000 Penalty: 1073.947754
	Iteration 38Q: 3 clusters Score -7971222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 133144 members 
Entering Unmasked Estep 
Score: -7971217.500000 Penalty: 1073.947754
	Iteration 39Q: 3 clusters Score -7971218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -7971206.000000 Penalty: 1073.947754
	Iteration 40F: 3 clusters Score -7971206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -7971211.000000 Penalty: 1073.947754
	Iteration 41Q: 3 clusters Score -7971211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133169 members 
Entering Unmasked Estep 
Score: -7971204.500000 Penalty: 1073.947754
	Iteration 42Q: 3 clusters Score -7971204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 133175 members 
Entering Unmasked Estep 
Score: -7971202.500000 Penalty: 1073.947754
	Iteration 43Q: 3 clusters Score -7971202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 133180 members 
Entering Unmasked Estep 
Score: -7971201.500000 Penalty: 1073.947754
	Iteration 44Q: 3 clusters Score -7971202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 133187 members 
Entering Unmasked Estep 
Score: -7971212.500000 Penalty: 1073.947754
	Iteration 45Q: 3 clusters Score -7971212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 133193 members 
Entering Unmasked Estep 
Score: -7971204.000000 Penalty: 1073.947754
	Iteration 46Q: 3 clusters Score -7971204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 133202 members 
Entering Unmasked Estep 
Score: -7971208.000000 Penalty: 1073.947754
	Iteration 47Q: 3 clusters Score -7971208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -7971205.500000 Penalty: 1073.947754
	Iteration 48Q: 3 clusters Score -7971206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -7971205.500000 Penalty: 1073.947754
	Iteration 49Q: 3 clusters Score -7971206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 133212 members 
Entering Unmasked Estep 
Score: -7971204.000000 Penalty: 1073.947754
	Iteration 50Q: 3 clusters Score -7971204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -7971202.500000 Penalty: 1073.947754
	Iteration 51Q: 3 clusters Score -7971202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -7971207.500000 Penalty: 1073.947754
	Iteration 52Q: 3 clusters Score -7971208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 133217 members 
Entering Unmasked Estep 
Score: -7971213.500000 Penalty: 1073.947754
	Iteration 53Q: 3 clusters Score -7971214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -7971205.000000 Penalty: 1073.947754
	Iteration 54Q: 3 clusters Score -7971205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -7971199.500000 Penalty: 1073.947754
	Iteration 55Q: 3 clusters Score -7971200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -7971199.500000 Penalty: 1073.947754
	Iteration 56F: 3 clusters Score -7971200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Entering Unmasked Estep 
Score: -2076743.875000 Penalty: 478.908478
	Iteration 0F: 2 clusters Score -2076744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2051712.500000 Penalty: 957.816956
	Iteration 0F: 3 clusters Score -2051712 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2063460.250000 Penalty: 957.816956
	Iteration 1F: 3 clusters Score -2063460 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -2065180.375000 Penalty: 957.816956
	Iteration 2F: 3 clusters Score -2065180 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -2067826.875000 Penalty: 957.816956
	Iteration 3F: 3 clusters Score -2067827 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -2071215.750000 Penalty: 957.816956
	Iteration 4F: 3 clusters Score -2071216 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -2074151.625000 Penalty: 957.816956
	Iteration 5F: 3 clusters Score -2074152 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -2075631.750000 Penalty: 957.816956
	Iteration 6Q: 3 clusters Score -2075632 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -2076119.750000 Penalty: 957.816956
	Iteration 7Q: 3 clusters Score -2076120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -2076252.875000 Penalty: 957.816956
	Iteration 8Q: 3 clusters Score -2076253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -2076283.875000 Penalty: 957.816956
	Iteration 9Q: 3 clusters Score -2076284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -2076303.250000 Penalty: 957.816956
	Iteration 10Q: 3 clusters Score -2076303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -2076314.125000 Penalty: 957.816956
	Iteration 11Q: 3 clusters Score -2076314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -2076318.500000 Penalty: 957.816956
	Iteration 12Q: 3 clusters Score -2076318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -2076317.750000 Penalty: 957.816956
	Iteration 13Q: 3 clusters Score -2076318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -2076317.000000 Penalty: 957.816956
	Iteration 14Q: 3 clusters Score -2076317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -2076317.000000 Penalty: 957.816956
	Iteration 15F: 3 clusters Score -2076317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -6317.556641 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6317.557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -6068.755859 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6068.756 nChanged 29
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: -6122.354980 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -6122.355 nChanged 12
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: -6158.402344 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -6158.402 nChanged 10
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: -6203.404785 Penalty: 441.534760
	Iteration 3F: 3 clusters Score -6203.405 nChanged 8
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: -6237.138184 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -6237.138 nChanged 5
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: -6252.439453 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -6252.439 nChanged 3
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: -6264.322266 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -6264.322 nChanged 2
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: -6268.450684 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -6268.451 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: -6268.450684 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -6268.451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -15397.287109 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -15397.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15119.851562 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -15119.85 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15277.693359 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -15277.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15325.124023 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -15325.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15340.868164 Penalty: 518.740356
	Iteration 3Q: 3 clusters Score -15340.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15348.315430 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -15348.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15352.485352 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -15352.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15352.756836 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -15352.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15352.756836 Penalty: 518.740356
	Iteration 7F: 3 clusters Score -15352.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -11248.782227 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -11248.78 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 112 members 
Entering Unmasked Estep 
Score: -10949.840820 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -10949.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11071.679688 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -11071.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11220.466797 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -11220.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11289.576172 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -11289.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -11325.506836 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -11325.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -11344.876953 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -11344.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -11346.869141 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -11346.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -11346.869141 Penalty: 499.493347
	Iteration 7F: 3 clusters Score -11346.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 133469 members 
Mstep: Class 4 contains 37252 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 219 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 194157 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6093 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 23 members 
Entering Unmasked Estep 
Score: -23049810.000000 Penalty: 13521.287109
Splitting cluster 7 changes total score from -23050008.000000 to -23049810.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -232820.546875 Penalty: 373.708862
	Iteration 0F: 2 clusters Score -232820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -230269.046875 Penalty: 747.417725
	Iteration 0F: 3 clusters Score -230269 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -231277.296875 Penalty: 747.417725
	Iteration 1F: 3 clusters Score -231277.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -231542.578125 Penalty: 747.417725
	Iteration 2F: 3 clusters Score -231542.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -231812.796875 Penalty: 747.417725
	Iteration 3F: 3 clusters Score -231812.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -232055.265625 Penalty: 747.417725
	Iteration 4F: 3 clusters Score -232055.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -232234.015625 Penalty: 747.417725
	Iteration 5F: 3 clusters Score -232234 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -232332.093750 Penalty: 747.417725
	Iteration 6Q: 3 clusters Score -232332.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -232398.671875 Penalty: 747.417725
	Iteration 7Q: 3 clusters Score -232398.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -232440.781250 Penalty: 747.417725
	Iteration 8Q: 3 clusters Score -232440.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -232470.265625 Penalty: 747.417725
	Iteration 9Q: 3 clusters Score -232470.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -232491.359375 Penalty: 747.417725
	Iteration 10Q: 3 clusters Score -232491.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -232509.578125 Penalty: 747.417725
	Iteration 11Q: 3 clusters Score -232509.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -232518.156250 Penalty: 747.417725
	Iteration 12Q: 3 clusters Score -232518.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -232523.328125 Penalty: 747.417725
	Iteration 13Q: 3 clusters Score -232523.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -232527.281250 Penalty: 747.417725
	Iteration 14Q: 3 clusters Score -232527.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -232530.875000 Penalty: 747.417725
	Iteration 15Q: 3 clusters Score -232530.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -232534.062500 Penalty: 747.417725
	Iteration 16Q: 3 clusters Score -232534.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -232536.593750 Penalty: 747.417725
	Iteration 17Q: 3 clusters Score -232536.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -232540.593750 Penalty: 747.417725
	Iteration 18Q: 3 clusters Score -232540.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -232544.109375 Penalty: 747.417725
	Iteration 19Q: 3 clusters Score -232544.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -232549.281250 Penalty: 747.417725
	Iteration 20F: 3 clusters Score -232549.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -232553.078125 Penalty: 747.417725
	Iteration 21Q: 3 clusters Score -232553.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -232558.187500 Penalty: 747.417725
	Iteration 22Q: 3 clusters Score -232558.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -232564.906250 Penalty: 747.417725
	Iteration 23Q: 3 clusters Score -232564.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -232570.609375 Penalty: 747.417725
	Iteration 24Q: 3 clusters Score -232570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -232573.468750 Penalty: 747.417725
	Iteration 25Q: 3 clusters Score -232573.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -232577.812500 Penalty: 747.417725
	Iteration 26Q: 3 clusters Score -232577.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -232583.875000 Penalty: 747.417725
	Iteration 27Q: 3 clusters Score -232583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -232589.750000 Penalty: 747.417725
	Iteration 28Q: 3 clusters Score -232589.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -232597.359375 Penalty: 747.417725
	Iteration 29Q: 3 clusters Score -232597.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -232603.796875 Penalty: 747.417725
	Iteration 30Q: 3 clusters Score -232603.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -232608.531250 Penalty: 747.417725
	Iteration 31Q: 3 clusters Score -232608.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -232613.156250 Penalty: 747.417725
	Iteration 32Q: 3 clusters Score -232613.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -232617.625000 Penalty: 747.417725
	Iteration 33Q: 3 clusters Score -232617.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -232620.343750 Penalty: 747.417725
	Iteration 34Q: 3 clusters Score -232620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -232622.437500 Penalty: 747.417725
	Iteration 35Q: 3 clusters Score -232622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -232622.484375 Penalty: 747.417725
	Iteration 36Q: 3 clusters Score -232622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -232623.437500 Penalty: 747.417725
	Iteration 37Q: 3 clusters Score -232623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -232624.750000 Penalty: 747.417725
	Iteration 38Q: 3 clusters Score -232624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -232626.562500 Penalty: 747.417725
	Iteration 39Q: 3 clusters Score -232626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -232628.000000 Penalty: 747.417725
	Iteration 40F: 3 clusters Score -232628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -232631.703125 Penalty: 747.417725
	Iteration 41Q: 3 clusters Score -232631.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -232633.140625 Penalty: 747.417725
	Iteration 42Q: 3 clusters Score -232633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -232634.046875 Penalty: 747.417725
	Iteration 43Q: 3 clusters Score -232634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -232634.750000 Penalty: 747.417725
	Iteration 44Q: 3 clusters Score -232634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -232635.250000 Penalty: 747.417725
	Iteration 45Q: 3 clusters Score -232635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -232635.656250 Penalty: 747.417725
	Iteration 46Q: 3 clusters Score -232635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -232635.796875 Penalty: 747.417725
	Iteration 47Q: 3 clusters Score -232635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -232636.437500 Penalty: 747.417725
	Iteration 48Q: 3 clusters Score -232636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -232636.484375 Penalty: 747.417725
	Iteration 49Q: 3 clusters Score -232636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -232638.140625 Penalty: 747.417725
	Iteration 50Q: 3 clusters Score -232638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -232639.187500 Penalty: 747.417725
	Iteration 51Q: 3 clusters Score -232639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -232640.093750 Penalty: 747.417725
	Iteration 52Q: 3 clusters Score -232640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -232642.578125 Penalty: 747.417725
	Iteration 53Q: 3 clusters Score -232642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -232643.750000 Penalty: 747.417725
	Iteration 54Q: 3 clusters Score -232643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -232644.703125 Penalty: 747.417725
	Iteration 55Q: 3 clusters Score -232644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -232644.625000 Penalty: 747.417725
	Iteration 56Q: 3 clusters Score -232644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -232644.625000 Penalty: 747.417725
	Iteration 57F: 3 clusters Score -232644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -36787.402344 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -36787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36229.109375 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -36229.11 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36354.062500 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -36354.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36398.492188 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -36398.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36422.621094 Penalty: 581.664490
	Iteration 3F: 3 clusters Score -36422.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36436.117188 Penalty: 581.664490
	Iteration 4Q: 3 clusters Score -36436.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36446.125000 Penalty: 581.664490
	Iteration 5Q: 3 clusters Score -36446.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36453.328125 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -36453.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36458.148438 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -36458.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36465.562500 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -36465.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36473.714844 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -36473.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36477.839844 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -36477.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36480.800781 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -36480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36486.156250 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -36486.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36490.000000 Penalty: 581.664490
	Iteration 13Q: 3 clusters Score -36490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36491.488281 Penalty: 581.664490
	Iteration 14Q: 3 clusters Score -36491.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36493.121094 Penalty: 581.664490
	Iteration 15Q: 3 clusters Score -36493.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36493.566406 Penalty: 581.664490
	Iteration 16Q: 3 clusters Score -36493.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36494.234375 Penalty: 581.664490
	Iteration 17Q: 3 clusters Score -36494.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36494.984375 Penalty: 581.664490
	Iteration 18Q: 3 clusters Score -36494.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36496.597656 Penalty: 581.664490
	Iteration 19Q: 3 clusters Score -36496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36497.757812 Penalty: 581.664490
	Iteration 20F: 3 clusters Score -36497.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36498.171875 Penalty: 581.664490
	Iteration 21Q: 3 clusters Score -36498.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36498.265625 Penalty: 581.664490
	Iteration 22Q: 3 clusters Score -36498.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36498.406250 Penalty: 581.664490
	Iteration 23Q: 3 clusters Score -36498.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36498.406250 Penalty: 581.664490
	Iteration 24F: 3 clusters Score -36498.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -52170.492188 Penalty: 310.951965
	Iteration 0F: 2 clusters Score -52170.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -51447.328125 Penalty: 621.903931
	Iteration 0F: 3 clusters Score -51447.33 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -51984.160156 Penalty: 621.903931
	Iteration 1F: 3 clusters Score -51984.16 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -52212.882812 Penalty: 621.903931
	Iteration 2F: 3 clusters Score -52212.88 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -52376.277344 Penalty: 621.903931
	Iteration 3F: 3 clusters Score -52376.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -52461.890625 Penalty: 621.903931
	Iteration 4F: 3 clusters Score -52461.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -52515.863281 Penalty: 621.903931
	Iteration 5Q: 3 clusters Score -52515.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -52550.941406 Penalty: 621.903931
	Iteration 6Q: 3 clusters Score -52550.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -52570.117188 Penalty: 621.903931
	Iteration 7Q: 3 clusters Score -52570.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -52579.417969 Penalty: 621.903931
	Iteration 8Q: 3 clusters Score -52579.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -52587.683594 Penalty: 621.903931
	Iteration 9Q: 3 clusters Score -52587.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -52599.140625 Penalty: 621.903931
	Iteration 10Q: 3 clusters Score -52599.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -52604.113281 Penalty: 621.903931
	Iteration 11Q: 3 clusters Score -52604.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -52606.878906 Penalty: 621.903931
	Iteration 12Q: 3 clusters Score -52606.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -52612.617188 Penalty: 621.903931
	Iteration 13Q: 3 clusters Score -52612.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -52615.265625 Penalty: 621.903931
	Iteration 14Q: 3 clusters Score -52615.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -52616.648438 Penalty: 621.903931
	Iteration 15Q: 3 clusters Score -52616.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -52616.648438 Penalty: 621.903931
	Iteration 16F: 3 clusters Score -52616.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 133469 members 
Mstep: Class 4 contains 37252 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 108 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 194157 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 6093 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 821 members 
Entering Unmasked Estep 
Score: -23050204.000000 Penalty: 13521.287109
Splitting cluster 10 changes total score from -23050008.000000 to -23050204.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -58746.144531 Penalty: 316.479462
	Iteration 0F: 2 clusters Score -58746.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57906.972656 Penalty: 632.958923
	Iteration 0F: 3 clusters Score -57906.97 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58187.386719 Penalty: 632.958923
	Iteration 1F: 3 clusters Score -58187.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58252.257812 Penalty: 632.958923
	Iteration 2F: 3 clusters Score -58252.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58299.074219 Penalty: 632.958923
	Iteration 3F: 3 clusters Score -58299.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -58347.921875 Penalty: 632.958923
	Iteration 4Q: 3 clusters Score -58347.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58397.519531 Penalty: 632.958923
	Iteration 5F: 3 clusters Score -58397.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -58435.554688 Penalty: 632.958923
	Iteration 6Q: 3 clusters Score -58435.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -58463.246094 Penalty: 632.958923
	Iteration 7Q: 3 clusters Score -58463.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58477.167969 Penalty: 632.958923
	Iteration 8Q: 3 clusters Score -58477.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58484.773438 Penalty: 632.958923
	Iteration 9Q: 3 clusters Score -58484.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58488.566406 Penalty: 632.958923
	Iteration 10Q: 3 clusters Score -58488.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58492.359375 Penalty: 632.958923
	Iteration 11Q: 3 clusters Score -58492.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58493.593750 Penalty: 632.958923
	Iteration 12Q: 3 clusters Score -58493.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58495.363281 Penalty: 632.958923
	Iteration 13Q: 3 clusters Score -58495.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58497.128906 Penalty: 632.958923
	Iteration 14Q: 3 clusters Score -58497.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -58497.769531 Penalty: 632.958923
	Iteration 15Q: 3 clusters Score -58497.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58498.507812 Penalty: 632.958923
	Iteration 16Q: 3 clusters Score -58498.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58498.507812 Penalty: 632.958923
	Iteration 17F: 3 clusters Score -58498.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -173336.171875 Penalty: 366.205322
	Iteration 0F: 2 clusters Score -173336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -171150.656250 Penalty: 732.410645
	Iteration 0F: 3 clusters Score -171150.7 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -171917.000000 Penalty: 732.410645
	Iteration 1F: 3 clusters Score -171917 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -172036.656250 Penalty: 732.410645
	Iteration 2F: 3 clusters Score -172036.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -172116.250000 Penalty: 732.410645
	Iteration 3F: 3 clusters Score -172116.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -172182.359375 Penalty: 732.410645
	Iteration 4Q: 3 clusters Score -172182.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -172246.843750 Penalty: 732.410645
	Iteration 5Q: 3 clusters Score -172246.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -172311.546875 Penalty: 732.410645
	Iteration 6Q: 3 clusters Score -172311.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -172408.109375 Penalty: 732.410645
	Iteration 7Q: 3 clusters Score -172408.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -172537.000000 Penalty: 732.410645
	Iteration 8F: 3 clusters Score -172537 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -172642.500000 Penalty: 732.410645
	Iteration 9F: 3 clusters Score -172642.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -172697.640625 Penalty: 732.410645
	Iteration 10Q: 3 clusters Score -172697.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -172731.156250 Penalty: 732.410645
	Iteration 11Q: 3 clusters Score -172731.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -172758.640625 Penalty: 732.410645
	Iteration 12Q: 3 clusters Score -172758.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -172783.125000 Penalty: 732.410645
	Iteration 13Q: 3 clusters Score -172783.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -172798.109375 Penalty: 732.410645
	Iteration 14Q: 3 clusters Score -172798.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -172812.750000 Penalty: 732.410645
	Iteration 15Q: 3 clusters Score -172812.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -172833.640625 Penalty: 732.410645
	Iteration 16Q: 3 clusters Score -172833.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -172848.921875 Penalty: 732.410645
	Iteration 17Q: 3 clusters Score -172848.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -172857.046875 Penalty: 732.410645
	Iteration 18Q: 3 clusters Score -172857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -172867.062500 Penalty: 732.410645
	Iteration 19Q: 3 clusters Score -172867.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -172882.250000 Penalty: 732.410645
	Iteration 20F: 3 clusters Score -172882.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -172906.937500 Penalty: 732.410645
	Iteration 21Q: 3 clusters Score -172906.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -172935.515625 Penalty: 732.410645
	Iteration 22Q: 3 clusters Score -172935.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -172970.953125 Penalty: 732.410645
	Iteration 23Q: 3 clusters Score -172971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -173011.812500 Penalty: 732.410645
	Iteration 24Q: 3 clusters Score -173011.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -173036.656250 Penalty: 732.410645
	Iteration 25Q: 3 clusters Score -173036.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -173051.078125 Penalty: 732.410645
	Iteration 26Q: 3 clusters Score -173051.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -173066.734375 Penalty: 732.410645
	Iteration 27Q: 3 clusters Score -173066.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -173083.218750 Penalty: 732.410645
	Iteration 28Q: 3 clusters Score -173083.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -173099.828125 Penalty: 732.410645
	Iteration 29Q: 3 clusters Score -173099.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -173110.718750 Penalty: 732.410645
	Iteration 30Q: 3 clusters Score -173110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -173118.843750 Penalty: 732.410645
	Iteration 31Q: 3 clusters Score -173118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -173124.046875 Penalty: 732.410645
	Iteration 32Q: 3 clusters Score -173124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -173128.468750 Penalty: 732.410645
	Iteration 33Q: 3 clusters Score -173128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -173133.750000 Penalty: 732.410645
	Iteration 34Q: 3 clusters Score -173133.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -173140.609375 Penalty: 732.410645
	Iteration 35Q: 3 clusters Score -173140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -173143.875000 Penalty: 732.410645
	Iteration 36Q: 3 clusters Score -173143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -173147.812500 Penalty: 732.410645
	Iteration 37Q: 3 clusters Score -173147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -173148.984375 Penalty: 732.410645
	Iteration 38Q: 3 clusters Score -173149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -173149.968750 Penalty: 732.410645
	Iteration 39Q: 3 clusters Score -173150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -173151.312500 Penalty: 732.410645
	Iteration 40F: 3 clusters Score -173151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -173151.906250 Penalty: 732.410645
	Iteration 41Q: 3 clusters Score -173151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -173152.750000 Penalty: 732.410645
	Iteration 42Q: 3 clusters Score -173152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -173153.656250 Penalty: 732.410645
	Iteration 43Q: 3 clusters Score -173153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -173153.656250 Penalty: 732.410645
	Iteration 44F: 3 clusters Score -173153.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (194157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194157 members 
Entering Unmasked Estep 
Score: -11311324.000000 Penalty: 554.027222
	Iteration 0F: 2 clusters Score -1.131132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -11192447.000000 Penalty: 1108.054443
	Iteration 0F: 3 clusters Score -1.119245e+07 nChanged 95880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -11250790.000000 Penalty: 1108.054443
	Iteration 1F: 3 clusters Score -1.125079e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -11253052.000000 Penalty: 1108.054443
	Iteration 2Q: 3 clusters Score -1.125305e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -11255955.000000 Penalty: 1108.054443
	Iteration 3Q: 3 clusters Score -1.125596e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -11259793.000000 Penalty: 1108.054443
	Iteration 4Q: 3 clusters Score -1.125979e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -11264842.000000 Penalty: 1108.054443
	Iteration 5F: 3 clusters Score -1.126484e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 128002 members 
Entering Unmasked Estep 
Score: -11270633.000000 Penalty: 1108.054443
	Iteration 6F: 3 clusters Score -1.127063e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 136064 members 
Entering Unmasked Estep 
Score: -11276972.000000 Penalty: 1108.054443
	Iteration 7F: 3 clusters Score -1.127697e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 142769 members 
Entering Unmasked Estep 
Score: -11283546.000000 Penalty: 1108.054443
	Iteration 8F: 3 clusters Score -1.128355e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -11289625.000000 Penalty: 1108.054443
	Iteration 9Q: 3 clusters Score -1.128962e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 150041 members 
Entering Unmasked Estep 
Score: -11292893.000000 Penalty: 1108.054443
	Iteration 10Q: 3 clusters Score -1.129289e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 152247 members 
Entering Unmasked Estep 
Score: -11294249.000000 Penalty: 1108.054443
	Iteration 11Q: 3 clusters Score -1.129425e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 154261 members 
Entering Unmasked Estep 
Score: -11294734.000000 Penalty: 1108.054443
	Iteration 12Q: 3 clusters Score -1.129473e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 156209 members 
Entering Unmasked Estep 
Score: -11295090.000000 Penalty: 1108.054443
	Iteration 13Q: 3 clusters Score -1.129509e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 158036 members 
Entering Unmasked Estep 
Score: -11295242.000000 Penalty: 1108.054443
	Iteration 14Q: 3 clusters Score -1.129524e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -11295449.000000 Penalty: 1108.054443
	Iteration 15Q: 3 clusters Score -1.129545e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -11295797.000000 Penalty: 1108.054443
	Iteration 16Q: 3 clusters Score -1.12958e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -11296032.000000 Penalty: 1108.054443
	Iteration 17Q: 3 clusters Score -1.129603e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 164428 members 
Entering Unmasked Estep 
Score: -11296452.000000 Penalty: 1108.054443
	Iteration 18Q: 3 clusters Score -1.129645e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 165875 members 
Entering Unmasked Estep 
Score: -11296826.000000 Penalty: 1108.054443
	Iteration 19Q: 3 clusters Score -1.129683e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 167205 members 
Entering Unmasked Estep 
Score: -11297179.000000 Penalty: 1108.054443
	Iteration 20F: 3 clusters Score -1.129718e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 168495 members 
Entering Unmasked Estep 
Score: -11297602.000000 Penalty: 1108.054443
	Iteration 21Q: 3 clusters Score -1.12976e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -11297991.000000 Penalty: 1108.054443
	Iteration 22Q: 3 clusters Score -1.129799e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -11298379.000000 Penalty: 1108.054443
	Iteration 23Q: 3 clusters Score -1.129838e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -11298559.000000 Penalty: 1108.054443
	Iteration 24Q: 3 clusters Score -1.129856e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 172914 members 
Entering Unmasked Estep 
Score: -11298932.000000 Penalty: 1108.054443
	Iteration 25Q: 3 clusters Score -1.129893e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -11299332.000000 Penalty: 1108.054443
	Iteration 26Q: 3 clusters Score -1.129933e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -11299799.000000 Penalty: 1108.054443
	Iteration 27Q: 3 clusters Score -1.12998e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 175833 members 
Entering Unmasked Estep 
Score: -11300303.000000 Penalty: 1108.054443
	Iteration 28Q: 3 clusters Score -1.13003e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 176712 members 
Entering Unmasked Estep 
Score: -11300742.000000 Penalty: 1108.054443
	Iteration 29Q: 3 clusters Score -1.130074e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 177577 members 
Entering Unmasked Estep 
Score: -11301157.000000 Penalty: 1108.054443
	Iteration 30Q: 3 clusters Score -1.130116e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 178439 members 
Entering Unmasked Estep 
Score: -11301617.000000 Penalty: 1108.054443
	Iteration 31Q: 3 clusters Score -1.130162e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 179350 members 
Entering Unmasked Estep 
Score: -11302043.000000 Penalty: 1108.054443
	Iteration 32Q: 3 clusters Score -1.130204e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 180178 members 
Entering Unmasked Estep 
Score: -11302575.000000 Penalty: 1108.054443
	Iteration 33Q: 3 clusters Score -1.130258e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -11303002.000000 Penalty: 1108.054443
	Iteration 34Q: 3 clusters Score -1.1303e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 181658 members 
Entering Unmasked Estep 
Score: -11303460.000000 Penalty: 1108.054443
	Iteration 35Q: 3 clusters Score -1.130346e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 182321 members 
Entering Unmasked Estep 
Score: -11303963.000000 Penalty: 1108.054443
	Iteration 36Q: 3 clusters Score -1.130396e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 182980 members 
Entering Unmasked Estep 
Score: -11304310.000000 Penalty: 1108.054443
	Iteration 37Q: 3 clusters Score -1.130431e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -11304616.000000 Penalty: 1108.054443
	Iteration 38Q: 3 clusters Score -1.130462e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 184210 members 
Entering Unmasked Estep 
Score: -11304972.000000 Penalty: 1108.054443
	Iteration 39Q: 3 clusters Score -1.130497e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 184764 members 
Entering Unmasked Estep 
Score: -11305201.000000 Penalty: 1108.054443
	Iteration 40F: 3 clusters Score -1.13052e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 185328 members 
Entering Unmasked Estep 
Score: -11305524.000000 Penalty: 1108.054443
	Iteration 41Q: 3 clusters Score -1.130552e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 185822 members 
Entering Unmasked Estep 
Score: -11305792.000000 Penalty: 1108.054443
	Iteration 42Q: 3 clusters Score -1.130579e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 186322 members 
Entering Unmasked Estep 
Score: -11306145.000000 Penalty: 1108.054443
	Iteration 43Q: 3 clusters Score -1.130614e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -11306466.000000 Penalty: 1108.054443
	Iteration 44Q: 3 clusters Score -1.130647e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 187253 members 
Entering Unmasked Estep 
Score: -11306774.000000 Penalty: 1108.054443
	Iteration 45Q: 3 clusters Score -1.130677e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 187706 members 
Entering Unmasked Estep 
Score: -11307088.000000 Penalty: 1108.054443
	Iteration 46Q: 3 clusters Score -1.130709e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 188151 members 
Entering Unmasked Estep 
Score: -11307455.000000 Penalty: 1108.054443
	Iteration 47Q: 3 clusters Score -1.130746e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 188534 members 
Entering Unmasked Estep 
Score: -11307634.000000 Penalty: 1108.054443
	Iteration 48Q: 3 clusters Score -1.130763e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 188904 members 
Entering Unmasked Estep 
Score: -11307951.000000 Penalty: 1108.054443
	Iteration 49Q: 3 clusters Score -1.130795e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 189279 members 
Entering Unmasked Estep 
Score: -11308170.000000 Penalty: 1108.054443
	Iteration 50Q: 3 clusters Score -1.130817e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 189604 members 
Entering Unmasked Estep 
Score: -11308397.000000 Penalty: 1108.054443
	Iteration 51Q: 3 clusters Score -1.13084e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 189911 members 
Entering Unmasked Estep 
Score: -11308653.000000 Penalty: 1108.054443
	Iteration 52Q: 3 clusters Score -1.130865e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 190216 members 
Entering Unmasked Estep 
Score: -11308808.000000 Penalty: 1108.054443
	Iteration 53Q: 3 clusters Score -1.130881e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 190486 members 
Entering Unmasked Estep 
Score: -11308955.000000 Penalty: 1108.054443
	Iteration 54Q: 3 clusters Score -1.130896e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 190756 members 
Entering Unmasked Estep 
Score: -11309053.000000 Penalty: 1108.054443
	Iteration 55Q: 3 clusters Score -1.130905e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 191012 members 
Entering Unmasked Estep 
Score: -11309205.000000 Penalty: 1108.054443
	Iteration 56Q: 3 clusters Score -1.13092e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 191243 members 
Entering Unmasked Estep 
Score: -11309274.000000 Penalty: 1108.054443
	Iteration 57Q: 3 clusters Score -1.130927e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 191444 members 
Entering Unmasked Estep 
Score: -11309368.000000 Penalty: 1108.054443
	Iteration 58Q: 3 clusters Score -1.130937e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 191627 members 
Entering Unmasked Estep 
Score: -11309494.000000 Penalty: 1108.054443
	Iteration 59Q: 3 clusters Score -1.130949e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -11309602.000000 Penalty: 1108.054443
	Iteration 60F: 3 clusters Score -1.13096e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 191969 members 
Entering Unmasked Estep 
Score: -11309701.000000 Penalty: 1108.054443
	Iteration 61Q: 3 clusters Score -1.13097e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -11309809.000000 Penalty: 1108.054443
	Iteration 62Q: 3 clusters Score -1.130981e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 192285 members 
Entering Unmasked Estep 
Score: -11309886.000000 Penalty: 1108.054443
	Iteration 63Q: 3 clusters Score -1.130989e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 192438 members 
Entering Unmasked Estep 
Score: -11309991.000000 Penalty: 1108.054443
	Iteration 64Q: 3 clusters Score -1.130999e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 192570 members 
Entering Unmasked Estep 
Score: -11310082.000000 Penalty: 1108.054443
	Iteration 65Q: 3 clusters Score -1.131008e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 192675 members 
Entering Unmasked Estep 
Score: -11310164.000000 Penalty: 1108.054443
	Iteration 66Q: 3 clusters Score -1.131016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 192780 members 
Entering Unmasked Estep 
Score: -11310246.000000 Penalty: 1108.054443
	Iteration 67Q: 3 clusters Score -1.131025e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 192867 members 
Entering Unmasked Estep 
Score: -11310325.000000 Penalty: 1108.054443
	Iteration 68Q: 3 clusters Score -1.131032e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 192945 members 
Entering Unmasked Estep 
Score: -11310340.000000 Penalty: 1108.054443
	Iteration 69Q: 3 clusters Score -1.131034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 193007 members 
Entering Unmasked Estep 
Score: -11310380.000000 Penalty: 1108.054443
	Iteration 70Q: 3 clusters Score -1.131038e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 193066 members 
Entering Unmasked Estep 
Score: -11310424.000000 Penalty: 1108.054443
	Iteration 71Q: 3 clusters Score -1.131042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 193112 members 
Entering Unmasked Estep 
Score: -11310433.000000 Penalty: 1108.054443
	Iteration 72Q: 3 clusters Score -1.131043e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 193162 members 
Entering Unmasked Estep 
Score: -11310485.000000 Penalty: 1108.054443
	Iteration 73Q: 3 clusters Score -1.131048e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 193205 members 
Entering Unmasked Estep 
Score: -11310521.000000 Penalty: 1108.054443
	Iteration 74Q: 3 clusters Score -1.131052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 193244 members 
Entering Unmasked Estep 
Score: -11310535.000000 Penalty: 1108.054443
	Iteration 75Q: 3 clusters Score -1.131054e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 193294 members 
Entering Unmasked Estep 
Score: -11310577.000000 Penalty: 1108.054443
	Iteration 76Q: 3 clusters Score -1.131058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 193329 members 
Entering Unmasked Estep 
Score: -11310587.000000 Penalty: 1108.054443
	Iteration 77Q: 3 clusters Score -1.131059e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 193358 members 
Entering Unmasked Estep 
Score: -11310612.000000 Penalty: 1108.054443
	Iteration 78Q: 3 clusters Score -1.131061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 193391 members 
Entering Unmasked Estep 
Score: -11310657.000000 Penalty: 1108.054443
	Iteration 79Q: 3 clusters Score -1.131066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 193418 members 
Entering Unmasked Estep 
Score: -11310666.000000 Penalty: 1108.054443
	Iteration 80F: 3 clusters Score -1.131067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 193431 members 
Entering Unmasked Estep 
Score: -11310670.000000 Penalty: 1108.054443
	Iteration 81Q: 3 clusters Score -1.131067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 193442 members 
Entering Unmasked Estep 
Score: -11310666.000000 Penalty: 1108.054443
	Iteration 82Q: 3 clusters Score -1.131067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 193453 members 
Entering Unmasked Estep 
Score: -11310664.000000 Penalty: 1108.054443
	Iteration 83Q: 3 clusters Score -1.131066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 193466 members 
Entering Unmasked Estep 
Score: -11310664.000000 Penalty: 1108.054443
	Iteration 84Q: 3 clusters Score -1.131066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 193474 members 
Entering Unmasked Estep 
Score: -11310664.000000 Penalty: 1108.054443
	Iteration 85Q: 3 clusters Score -1.131066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 193484 members 
Entering Unmasked Estep 
Score: -11310675.000000 Penalty: 1108.054443
	Iteration 86Q: 3 clusters Score -1.131068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 193493 members 
Entering Unmasked Estep 
Score: -11310659.000000 Penalty: 1108.054443
	Iteration 87Q: 3 clusters Score -1.131066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 193498 members 
Entering Unmasked Estep 
Score: -11310666.000000 Penalty: 1108.054443
	Iteration 88Q: 3 clusters Score -1.131067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -11310681.000000 Penalty: 1108.054443
	Iteration 89Q: 3 clusters Score -1.131068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 193510 members 
Entering Unmasked Estep 
Score: -11310681.000000 Penalty: 1108.054443
	Iteration 90Q: 3 clusters Score -1.131068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 193513 members 
Entering Unmasked Estep 
Score: -11310684.000000 Penalty: 1108.054443
	Iteration 91Q: 3 clusters Score -1.131068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 193514 members 
Entering Unmasked Estep 
Score: -11310683.000000 Penalty: 1108.054443
	Iteration 92Q: 3 clusters Score -1.131068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 193513 members 
Entering Unmasked Estep 
Score: -11310679.000000 Penalty: 1108.054443
	Iteration 93Q: 3 clusters Score -1.131068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 193513 members 
Entering Unmasked Estep 
Score: -11310679.000000 Penalty: 1108.054443
	Iteration 94F: 3 clusters Score -1.131068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -96195.328125 Penalty: 339.189758
	Iteration 0F: 2 clusters Score -96195.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -94947.617188 Penalty: 678.379517
	Iteration 0F: 3 clusters Score -94947.62 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -95316.234375 Penalty: 678.379517
	Iteration 1F: 3 clusters Score -95316.23 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -95402.726562 Penalty: 678.379517
	Iteration 2F: 3 clusters Score -95402.73 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -95471.046875 Penalty: 678.379517
	Iteration 3F: 3 clusters Score -95471.05 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -95524.062500 Penalty: 678.379517
	Iteration 4Q: 3 clusters Score -95524.06 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -95591.218750 Penalty: 678.379517
	Iteration 5F: 3 clusters Score -95591.22 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -95656.992188 Penalty: 678.379517
	Iteration 6F: 3 clusters Score -95656.99 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -95734.109375 Penalty: 678.379517
	Iteration 7Q: 3 clusters Score -95734.11 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -95797.460938 Penalty: 678.379517
	Iteration 8Q: 3 clusters Score -95797.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -95839.539062 Penalty: 678.379517
	Iteration 9Q: 3 clusters Score -95839.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -95867.296875 Penalty: 678.379517
	Iteration 10Q: 3 clusters Score -95867.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -95886.015625 Penalty: 678.379517
	Iteration 11Q: 3 clusters Score -95886.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -95914.742188 Penalty: 678.379517
	Iteration 12Q: 3 clusters Score -95914.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -95935.640625 Penalty: 678.379517
	Iteration 13Q: 3 clusters Score -95935.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -95949.914062 Penalty: 678.379517
	Iteration 14Q: 3 clusters Score -95949.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -95961.718750 Penalty: 678.379517
	Iteration 15Q: 3 clusters Score -95961.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -95972.796875 Penalty: 678.379517
	Iteration 16Q: 3 clusters Score -95972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -95982.023438 Penalty: 678.379517
	Iteration 17Q: 3 clusters Score -95982.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -95987.875000 Penalty: 678.379517
	Iteration 18Q: 3 clusters Score -95987.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -95991.781250 Penalty: 678.379517
	Iteration 19Q: 3 clusters Score -95991.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -95994.226562 Penalty: 678.379517
	Iteration 20F: 3 clusters Score -95994.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -95999.296875 Penalty: 678.379517
	Iteration 21Q: 3 clusters Score -95999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -96001.257812 Penalty: 678.379517
	Iteration 22Q: 3 clusters Score -96001.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -96001.671875 Penalty: 678.379517
	Iteration 23Q: 3 clusters Score -96001.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -96001.890625 Penalty: 678.379517
	Iteration 24Q: 3 clusters Score -96001.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -96002.070312 Penalty: 678.379517
	Iteration 25Q: 3 clusters Score -96002.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -96002.070312 Penalty: 678.379517
	Iteration 26F: 3 clusters Score -96002.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -63037.550781 Penalty: 316.609406
	Iteration 0F: 2 clusters Score -63037.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -62197.757812 Penalty: 633.218811
	Iteration 0F: 3 clusters Score -62197.76 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -62444.132812 Penalty: 633.218811
	Iteration 1F: 3 clusters Score -62444.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -62496.484375 Penalty: 633.218811
	Iteration 2F: 3 clusters Score -62496.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62526.835938 Penalty: 633.218811
	Iteration 3F: 3 clusters Score -62526.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -62539.851562 Penalty: 633.218811
	Iteration 4Q: 3 clusters Score -62539.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62545.761719 Penalty: 633.218811
	Iteration 5Q: 3 clusters Score -62545.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62549.054688 Penalty: 633.218811
	Iteration 6Q: 3 clusters Score -62549.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62551.636719 Penalty: 633.218811
	Iteration 7Q: 3 clusters Score -62551.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -62553.429688 Penalty: 633.218811
	Iteration 8Q: 3 clusters Score -62553.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62554.968750 Penalty: 633.218811
	Iteration 9Q: 3 clusters Score -62554.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -62556.058594 Penalty: 633.218811
	Iteration 10Q: 3 clusters Score -62556.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62556.796875 Penalty: 633.218811
	Iteration 11Q: 3 clusters Score -62556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -62560.441406 Penalty: 633.218811
	Iteration 12Q: 3 clusters Score -62560.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62563.449219 Penalty: 633.218811
	Iteration 13Q: 3 clusters Score -62563.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62565.847656 Penalty: 633.218811
	Iteration 14Q: 3 clusters Score -62565.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -62571.316406 Penalty: 633.218811
	Iteration 15Q: 3 clusters Score -62571.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -62576.847656 Penalty: 633.218811
	Iteration 16Q: 3 clusters Score -62576.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62582.269531 Penalty: 633.218811
	Iteration 17Q: 3 clusters Score -62582.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62585.679688 Penalty: 633.218811
	Iteration 18Q: 3 clusters Score -62585.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62590.156250 Penalty: 633.218811
	Iteration 19Q: 3 clusters Score -62590.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -62597.257812 Penalty: 633.218811
	Iteration 20F: 3 clusters Score -62597.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -62603.550781 Penalty: 633.218811
	Iteration 21Q: 3 clusters Score -62603.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -62609.546875 Penalty: 633.218811
	Iteration 22Q: 3 clusters Score -62609.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -62611.484375 Penalty: 633.218811
	Iteration 23Q: 3 clusters Score -62611.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -62612.324219 Penalty: 633.218811
	Iteration 24Q: 3 clusters Score -62612.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -62614.054688 Penalty: 633.218811
	Iteration 25Q: 3 clusters Score -62614.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -62614.789062 Penalty: 633.218811
	Iteration 26Q: 3 clusters Score -62614.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62615.531250 Penalty: 633.218811
	Iteration 27Q: 3 clusters Score -62615.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -62615.644531 Penalty: 633.218811
	Iteration 28Q: 3 clusters Score -62615.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -62615.644531 Penalty: 633.218811
	Iteration 29F: 3 clusters Score -62615.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -95765.554688 Penalty: 338.526672
	Iteration 0F: 2 clusters Score -95765.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -94522.625000 Penalty: 677.053345
	Iteration 0F: 3 clusters Score -94522.62 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -94933.179688 Penalty: 677.053345
	Iteration 1F: 3 clusters Score -94933.18 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -94989.835938 Penalty: 677.053345
	Iteration 2F: 3 clusters Score -94989.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -95016.789062 Penalty: 677.053345
	Iteration 3Q: 3 clusters Score -95016.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -95035.390625 Penalty: 677.053345
	Iteration 4Q: 3 clusters Score -95035.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -95050.343750 Penalty: 677.053345
	Iteration 5Q: 3 clusters Score -95050.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95064.640625 Penalty: 677.053345
	Iteration 6Q: 3 clusters Score -95064.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -95081.031250 Penalty: 677.053345
	Iteration 7Q: 3 clusters Score -95081.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -95093.554688 Penalty: 677.053345
	Iteration 8Q: 3 clusters Score -95093.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -95099.078125 Penalty: 677.053345
	Iteration 9Q: 3 clusters Score -95099.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -95108.859375 Penalty: 677.053345
	Iteration 10Q: 3 clusters Score -95108.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -95118.515625 Penalty: 677.053345
	Iteration 11Q: 3 clusters Score -95118.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -95126.609375 Penalty: 677.053345
	Iteration 12Q: 3 clusters Score -95126.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95132.726562 Penalty: 677.053345
	Iteration 13Q: 3 clusters Score -95132.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -95137.343750 Penalty: 677.053345
	Iteration 14Q: 3 clusters Score -95137.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -95141.914062 Penalty: 677.053345
	Iteration 15Q: 3 clusters Score -95141.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -95146.320312 Penalty: 677.053345
	Iteration 16Q: 3 clusters Score -95146.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -95149.859375 Penalty: 677.053345
	Iteration 17Q: 3 clusters Score -95149.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -95154.476562 Penalty: 677.053345
	Iteration 18Q: 3 clusters Score -95154.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95161.726562 Penalty: 677.053345
	Iteration 19Q: 3 clusters Score -95161.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -95172.531250 Penalty: 677.053345
	Iteration 20F: 3 clusters Score -95172.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -95184.601562 Penalty: 677.053345
	Iteration 21Q: 3 clusters Score -95184.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -95196.984375 Penalty: 677.053345
	Iteration 22Q: 3 clusters Score -95196.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -95207.078125 Penalty: 677.053345
	Iteration 23Q: 3 clusters Score -95207.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -95219.062500 Penalty: 677.053345
	Iteration 24Q: 3 clusters Score -95219.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -95228.640625 Penalty: 677.053345
	Iteration 25Q: 3 clusters Score -95228.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -95235.671875 Penalty: 677.053345
	Iteration 26Q: 3 clusters Score -95235.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -95242.960938 Penalty: 677.053345
	Iteration 27Q: 3 clusters Score -95242.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95256.648438 Penalty: 677.053345
	Iteration 28Q: 3 clusters Score -95256.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95288.125000 Penalty: 677.053345
	Iteration 29Q: 3 clusters Score -95288.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95316.320312 Penalty: 677.053345
	Iteration 30Q: 3 clusters Score -95316.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -95346.195312 Penalty: 677.053345
	Iteration 31Q: 3 clusters Score -95346.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95385.867188 Penalty: 677.053345
	Iteration 32Q: 3 clusters Score -95385.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -95434.656250 Penalty: 677.053345
	Iteration 33Q: 3 clusters Score -95434.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -95474.132812 Penalty: 677.053345
	Iteration 34Q: 3 clusters Score -95474.13 nChanged 42
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: -95511.187500 Penalty: 677.053345
	Iteration 35Q: 3 clusters Score -95511.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95543.531250 Penalty: 677.053345
	Iteration 36Q: 3 clusters Score -95543.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95555.484375 Penalty: 677.053345
	Iteration 37Q: 3 clusters Score -95555.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95561.671875 Penalty: 677.053345
	Iteration 38Q: 3 clusters Score -95561.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95565.578125 Penalty: 677.053345
	Iteration 39Q: 3 clusters Score -95565.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95571.429688 Penalty: 677.053345
	Iteration 40F: 3 clusters Score -95571.43 nChanged 7
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: -95573.359375 Penalty: 677.053345
	Iteration 41Q: 3 clusters Score -95573.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95575.312500 Penalty: 677.053345
	Iteration 42Q: 3 clusters Score -95575.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95580.585938 Penalty: 677.053345
	Iteration 43Q: 3 clusters Score -95580.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -95586.437500 Penalty: 677.053345
	Iteration 44Q: 3 clusters Score -95586.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -95590.789062 Penalty: 677.053345
	Iteration 45Q: 3 clusters Score -95590.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -95593.265625 Penalty: 677.053345
	Iteration 46Q: 3 clusters Score -95593.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95594.460938 Penalty: 677.053345
	Iteration 47Q: 3 clusters Score -95594.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -95595.179688 Penalty: 677.053345
	Iteration 48Q: 3 clusters Score -95595.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -95595.929688 Penalty: 677.053345
	Iteration 49Q: 3 clusters Score -95595.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95596.539062 Penalty: 677.053345
	Iteration 50Q: 3 clusters Score -95596.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -95597.250000 Penalty: 677.053345
	Iteration 51Q: 3 clusters Score -95597.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95597.937500 Penalty: 677.053345
	Iteration 52Q: 3 clusters Score -95597.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95598.507812 Penalty: 677.053345
	Iteration 53Q: 3 clusters Score -95598.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -95598.726562 Penalty: 677.053345
	Iteration 54Q: 3 clusters Score -95598.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95599.031250 Penalty: 677.053345
	Iteration 55Q: 3 clusters Score -95599.03 nChanged 1
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: -95599.085938 Penalty: 677.053345
	Iteration 56Q: 3 clusters Score -95599.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95599.164062 Penalty: 677.053345
	Iteration 57Q: 3 clusters Score -95599.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95599.164062 Penalty: 677.053345
	Iteration 58F: 3 clusters Score -95599.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -50177.492188 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -50177.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -49466.906250 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -49466.91 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -49692.617188 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -49692.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49735.703125 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -49735.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -49755.140625 Penalty: 618.205444
	Iteration 3Q: 3 clusters Score -49755.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49774.890625 Penalty: 618.205444
	Iteration 4Q: 3 clusters Score -49774.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -49797.062500 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -49797.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -49829.292969 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -49829.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -49861.734375 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -49861.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -49906.796875 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -49906.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -49939.281250 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -49939.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -49973.121094 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -49973.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -49999.113281 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -49999.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -50024.355469 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -50024.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -50038.363281 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -50038.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -50050.347656 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -50050.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -50070.496094 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -50070.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -50081.707031 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -50081.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -50090.382812 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -50090.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -50092.835938 Penalty: 618.205444
	Iteration 18Q: 3 clusters Score -50092.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -50092.835938 Penalty: 618.205444
	Iteration 19F: 3 clusters Score -50092.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -326306.218750 Penalty: 396.527771
	Iteration 0F: 2 clusters Score -326306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -322209.468750 Penalty: 793.055542
	Iteration 0F: 3 clusters Score -322209.5 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -323907.093750 Penalty: 793.055542
	Iteration 1F: 3 clusters Score -323907.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -324176.437500 Penalty: 793.055542
	Iteration 2F: 3 clusters Score -324176.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -324510.093750 Penalty: 793.055542
	Iteration 3F: 3 clusters Score -324510.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -324818.968750 Penalty: 793.055542
	Iteration 4F: 3 clusters Score -324819 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -325072.875000 Penalty: 793.055542
	Iteration 5F: 3 clusters Score -325072.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -325312.593750 Penalty: 793.055542
	Iteration 6F: 3 clusters Score -325312.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -325449.781250 Penalty: 793.055542
	Iteration 7Q: 3 clusters Score -325449.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -325543.375000 Penalty: 793.055542
	Iteration 8Q: 3 clusters Score -325543.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -325612.343750 Penalty: 793.055542
	Iteration 9Q: 3 clusters Score -325612.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -325660.500000 Penalty: 793.055542
	Iteration 10Q: 3 clusters Score -325660.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -325699.343750 Penalty: 793.055542
	Iteration 11Q: 3 clusters Score -325699.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -325728.437500 Penalty: 793.055542
	Iteration 12Q: 3 clusters Score -325728.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -325748.718750 Penalty: 793.055542
	Iteration 13Q: 3 clusters Score -325748.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -325764.125000 Penalty: 793.055542
	Iteration 14Q: 3 clusters Score -325764.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -325777.625000 Penalty: 793.055542
	Iteration 15Q: 3 clusters Score -325777.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -325787.531250 Penalty: 793.055542
	Iteration 16Q: 3 clusters Score -325787.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -325800.000000 Penalty: 793.055542
	Iteration 17Q: 3 clusters Score -325800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -325807.937500 Penalty: 793.055542
	Iteration 18Q: 3 clusters Score -325807.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -325813.437500 Penalty: 793.055542
	Iteration 19Q: 3 clusters Score -325813.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -325817.593750 Penalty: 793.055542
	Iteration 20F: 3 clusters Score -325817.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -325820.437500 Penalty: 793.055542
	Iteration 21Q: 3 clusters Score -325820.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -325822.812500 Penalty: 793.055542
	Iteration 22Q: 3 clusters Score -325822.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -325825.906250 Penalty: 793.055542
	Iteration 23Q: 3 clusters Score -325825.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -325828.437500 Penalty: 793.055542
	Iteration 24Q: 3 clusters Score -325828.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -325829.937500 Penalty: 793.055542
	Iteration 25Q: 3 clusters Score -325829.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -325833.906250 Penalty: 793.055542
	Iteration 26Q: 3 clusters Score -325833.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -325835.406250 Penalty: 793.055542
	Iteration 27Q: 3 clusters Score -325835.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -325839.968750 Penalty: 793.055542
	Iteration 28Q: 3 clusters Score -325840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -325844.000000 Penalty: 793.055542
	Iteration 29Q: 3 clusters Score -325844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -325847.156250 Penalty: 793.055542
	Iteration 30Q: 3 clusters Score -325847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -325848.812500 Penalty: 793.055542
	Iteration 31Q: 3 clusters Score -325848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -325851.375000 Penalty: 793.055542
	Iteration 32Q: 3 clusters Score -325851.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -325856.187500 Penalty: 793.055542
	Iteration 33Q: 3 clusters Score -325856.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -325860.031250 Penalty: 793.055542
	Iteration 34Q: 3 clusters Score -325860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -325864.187500 Penalty: 793.055542
	Iteration 35Q: 3 clusters Score -325864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -325868.406250 Penalty: 793.055542
	Iteration 36Q: 3 clusters Score -325868.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -325872.812500 Penalty: 793.055542
	Iteration 37Q: 3 clusters Score -325872.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -325876.875000 Penalty: 793.055542
	Iteration 38Q: 3 clusters Score -325876.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -325881.906250 Penalty: 793.055542
	Iteration 39Q: 3 clusters Score -325881.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -325887.968750 Penalty: 793.055542
	Iteration 40F: 3 clusters Score -325888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325896.093750 Penalty: 793.055542
	Iteration 41Q: 3 clusters Score -325896.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -325905.125000 Penalty: 793.055542
	Iteration 42Q: 3 clusters Score -325905.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -325913.906250 Penalty: 793.055542
	Iteration 43Q: 3 clusters Score -325913.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -325922.906250 Penalty: 793.055542
	Iteration 44Q: 3 clusters Score -325922.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -325932.218750 Penalty: 793.055542
	Iteration 45Q: 3 clusters Score -325932.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -325943.156250 Penalty: 793.055542
	Iteration 46Q: 3 clusters Score -325943.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -325954.750000 Penalty: 793.055542
	Iteration 47Q: 3 clusters Score -325954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -325968.781250 Penalty: 793.055542
	Iteration 48Q: 3 clusters Score -325968.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -325992.000000 Penalty: 793.055542
	Iteration 49Q: 3 clusters Score -325992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -326034.937500 Penalty: 793.055542
	Iteration 50Q: 3 clusters Score -326034.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -326083.156250 Penalty: 793.055542
	Iteration 51Q: 3 clusters Score -326083.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -326119.468750 Penalty: 793.055542
	Iteration 52Q: 3 clusters Score -326119.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -326157.593750 Penalty: 793.055542
	Iteration 53Q: 3 clusters Score -326157.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -326196.875000 Penalty: 793.055542
	Iteration 54Q: 3 clusters Score -326196.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -326244.781250 Penalty: 793.055542
	Iteration 55Q: 3 clusters Score -326244.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -326291.843750 Penalty: 793.055542
	Iteration 56Q: 3 clusters Score -326291.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -326319.718750 Penalty: 793.055542
	Iteration 57Q: 3 clusters Score -326319.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -326328.531250 Penalty: 793.055542
	Iteration 58Q: 3 clusters Score -326328.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -326334.125000 Penalty: 793.055542
	Iteration 59Q: 3 clusters Score -326334.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -326356.937500 Penalty: 793.055542
	Iteration 60F: 3 clusters Score -326356.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -326381.812500 Penalty: 793.055542
	Iteration 61Q: 3 clusters Score -326381.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -326433.781250 Penalty: 793.055542
	Iteration 62Q: 3 clusters Score -326433.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -326456.718750 Penalty: 793.055542
	Iteration 63Q: 3 clusters Score -326456.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -326466.562500 Penalty: 793.055542
	Iteration 64Q: 3 clusters Score -326466.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -326470.937500 Penalty: 793.055542
	Iteration 65Q: 3 clusters Score -326470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -326476.781250 Penalty: 793.055542
	Iteration 66Q: 3 clusters Score -326476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -326478.718750 Penalty: 793.055542
	Iteration 67Q: 3 clusters Score -326478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -326480.968750 Penalty: 793.055542
	Iteration 68Q: 3 clusters Score -326481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -326480.625000 Penalty: 793.055542
	Iteration 69Q: 3 clusters Score -326480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -326480.812500 Penalty: 793.055542
	Iteration 70Q: 3 clusters Score -326480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -326480.906250 Penalty: 793.055542
	Iteration 71Q: 3 clusters Score -326480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -326480.625000 Penalty: 793.055542
	Iteration 72Q: 3 clusters Score -326480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -326480.718750 Penalty: 793.055542
	Iteration 73Q: 3 clusters Score -326480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -326489.343750 Penalty: 793.055542
	Iteration 74F: 3 clusters Score -326489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -326493.812500 Penalty: 793.055542
	Iteration 75Q: 3 clusters Score -326493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -326494.343750 Penalty: 793.055542
	Iteration 76Q: 3 clusters Score -326494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -326495.312500 Penalty: 793.055542
	Iteration 77Q: 3 clusters Score -326495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -326498.000000 Penalty: 793.055542
	Iteration 78Q: 3 clusters Score -326498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -326499.781250 Penalty: 793.055542
	Iteration 79Q: 3 clusters Score -326499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -326500.281250 Penalty: 793.055542
	Iteration 80F: 3 clusters Score -326500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -326500.531250 Penalty: 793.055542
	Iteration 81Q: 3 clusters Score -326500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -326500.531250 Penalty: 793.055542
	Iteration 82F: 3 clusters Score -326500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 133469 members 
Mstep: Class 4 contains 37252 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 108 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 194157 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 821 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
Score: -23050140.000000 Penalty: 14109.168945
Splitting cluster 18 changes total score from -23050008.000000 to -23050140.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -104091.265625 Penalty: 347.252197
	Iteration 0F: 2 clusters Score -104091.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -102634.117188 Penalty: 694.504395
	Iteration 0F: 3 clusters Score -102634.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -103202.257812 Penalty: 694.504395
	Iteration 1F: 3 clusters Score -103202.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -103411.320312 Penalty: 694.504395
	Iteration 2F: 3 clusters Score -103411.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -103629.562500 Penalty: 694.504395
	Iteration 3F: 3 clusters Score -103629.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -103798.664062 Penalty: 694.504395
	Iteration 4F: 3 clusters Score -103798.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -104009.554688 Penalty: 694.504395
	Iteration 5F: 3 clusters Score -104009.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104207.484375 Penalty: 694.504395
	Iteration 6F: 3 clusters Score -104207.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104324.976562 Penalty: 694.504395
	Iteration 7F: 3 clusters Score -104325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104372.765625 Penalty: 694.504395
	Iteration 8Q: 3 clusters Score -104372.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104386.804688 Penalty: 694.504395
	Iteration 9Q: 3 clusters Score -104386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104396.750000 Penalty: 694.504395
	Iteration 10Q: 3 clusters Score -104396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104401.914062 Penalty: 694.504395
	Iteration 11Q: 3 clusters Score -104401.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104409.445312 Penalty: 694.504395
	Iteration 12Q: 3 clusters Score -104409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104411.312500 Penalty: 694.504395
	Iteration 13Q: 3 clusters Score -104411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104413.812500 Penalty: 694.504395
	Iteration 14Q: 3 clusters Score -104413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104415.093750 Penalty: 694.504395
	Iteration 15Q: 3 clusters Score -104415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104417.343750 Penalty: 694.504395
	Iteration 16Q: 3 clusters Score -104417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104418.625000 Penalty: 694.504395
	Iteration 17Q: 3 clusters Score -104418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104419.554688 Penalty: 694.504395
	Iteration 18Q: 3 clusters Score -104419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104419.859375 Penalty: 694.504395
	Iteration 19Q: 3 clusters Score -104419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104420.070312 Penalty: 694.504395
	Iteration 20F: 3 clusters Score -104420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 133469 members 
Mstep: Class 4 contains 37252 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 108 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 194157 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 821 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 426 members 
Entering Unmasked Estep 
Score: -23050216.000000 Penalty: 14697.050781
Splitting cluster 19 changes total score from -23050008.000000 to -23050216.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1898.681274 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1898.681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1776.633789 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1776.634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1786.679321 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1786.679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1789.302734 Penalty: 352.279297
	Iteration 2Q: 3 clusters Score -1789.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1789.302734 Penalty: 352.279297
	Iteration 3F: 3 clusters Score -1789.303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Entering Unmasked Estep 
Score: -898082.375000 Penalty: 440.227570
	Iteration 0F: 2 clusters Score -898082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -887427.125000 Penalty: 880.455139
	Iteration 0F: 3 clusters Score -887427.1 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -892182.562500 Penalty: 880.455139
	Iteration 1F: 3 clusters Score -892182.6 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -892904.312500 Penalty: 880.455139
	Iteration 2F: 3 clusters Score -892904.3 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -893797.750000 Penalty: 880.455139
	Iteration 3F: 3 clusters Score -893797.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -894571.437500 Penalty: 880.455139
	Iteration 4F: 3 clusters Score -894571.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -895019.125000 Penalty: 880.455139
	Iteration 5F: 3 clusters Score -895019.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -895203.562500 Penalty: 880.455139
	Iteration 6Q: 3 clusters Score -895203.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -895280.687500 Penalty: 880.455139
	Iteration 7Q: 3 clusters Score -895280.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -895324.875000 Penalty: 880.455139
	Iteration 8Q: 3 clusters Score -895324.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -895368.812500 Penalty: 880.455139
	Iteration 9Q: 3 clusters Score -895368.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -895397.250000 Penalty: 880.455139
	Iteration 10Q: 3 clusters Score -895397.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -895421.187500 Penalty: 880.455139
	Iteration 11Q: 3 clusters Score -895421.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -895459.500000 Penalty: 880.455139
	Iteration 12Q: 3 clusters Score -895459.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -895508.750000 Penalty: 880.455139
	Iteration 13Q: 3 clusters Score -895508.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -895561.937500 Penalty: 880.455139
	Iteration 14Q: 3 clusters Score -895561.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -895633.312500 Penalty: 880.455139
	Iteration 15Q: 3 clusters Score -895633.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -895720.812500 Penalty: 880.455139
	Iteration 16Q: 3 clusters Score -895720.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -895811.062500 Penalty: 880.455139
	Iteration 17Q: 3 clusters Score -895811.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -895907.875000 Penalty: 880.455139
	Iteration 18Q: 3 clusters Score -895907.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -896019.062500 Penalty: 880.455139
	Iteration 19Q: 3 clusters Score -896019.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -896134.500000 Penalty: 880.455139
	Iteration 20F: 3 clusters Score -896134.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -896252.750000 Penalty: 880.455139
	Iteration 21Q: 3 clusters Score -896252.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -896361.312500 Penalty: 880.455139
	Iteration 22Q: 3 clusters Score -896361.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -896452.062500 Penalty: 880.455139
	Iteration 23Q: 3 clusters Score -896452.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -896537.562500 Penalty: 880.455139
	Iteration 24Q: 3 clusters Score -896537.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -896624.125000 Penalty: 880.455139
	Iteration 25Q: 3 clusters Score -896624.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -896701.687500 Penalty: 880.455139
	Iteration 26Q: 3 clusters Score -896701.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -896781.562500 Penalty: 880.455139
	Iteration 27Q: 3 clusters Score -896781.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -896850.937500 Penalty: 880.455139
	Iteration 28Q: 3 clusters Score -896850.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -896928.750000 Penalty: 880.455139
	Iteration 29Q: 3 clusters Score -896928.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -897004.062500 Penalty: 880.455139
	Iteration 30Q: 3 clusters Score -897004.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -897079.125000 Penalty: 880.455139
	Iteration 31Q: 3 clusters Score -897079.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -897164.562500 Penalty: 880.455139
	Iteration 32Q: 3 clusters Score -897164.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -897264.187500 Penalty: 880.455139
	Iteration 33Q: 3 clusters Score -897264.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -897351.750000 Penalty: 880.455139
	Iteration 34Q: 3 clusters Score -897351.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -897432.562500 Penalty: 880.455139
	Iteration 35Q: 3 clusters Score -897432.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -897490.875000 Penalty: 880.455139
	Iteration 36Q: 3 clusters Score -897490.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -897533.187500 Penalty: 880.455139
	Iteration 37Q: 3 clusters Score -897533.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -897571.500000 Penalty: 880.455139
	Iteration 38Q: 3 clusters Score -897571.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -897610.625000 Penalty: 880.455139
	Iteration 39Q: 3 clusters Score -897610.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -897640.812500 Penalty: 880.455139
	Iteration 40F: 3 clusters Score -897640.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -897672.375000 Penalty: 880.455139
	Iteration 41Q: 3 clusters Score -897672.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -897684.250000 Penalty: 880.455139
	Iteration 42Q: 3 clusters Score -897684.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -897695.375000 Penalty: 880.455139
	Iteration 43Q: 3 clusters Score -897695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -897706.625000 Penalty: 880.455139
	Iteration 44Q: 3 clusters Score -897706.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -897715.062500 Penalty: 880.455139
	Iteration 45Q: 3 clusters Score -897715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -897717.625000 Penalty: 880.455139
	Iteration 46Q: 3 clusters Score -897717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -897722.187500 Penalty: 880.455139
	Iteration 47Q: 3 clusters Score -897722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -897727.187500 Penalty: 880.455139
	Iteration 48Q: 3 clusters Score -897727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -897728.812500 Penalty: 880.455139
	Iteration 49Q: 3 clusters Score -897728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -897731.125000 Penalty: 880.455139
	Iteration 50Q: 3 clusters Score -897731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -897734.562500 Penalty: 880.455139
	Iteration 51Q: 3 clusters Score -897734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -897736.437500 Penalty: 880.455139
	Iteration 52Q: 3 clusters Score -897736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -897738.062500 Penalty: 880.455139
	Iteration 53Q: 3 clusters Score -897738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -897738.937500 Penalty: 880.455139
	Iteration 54Q: 3 clusters Score -897738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -897738.937500 Penalty: 880.455139
	Iteration 55F: 3 clusters Score -897738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6750.435059 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6750.435 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 64 members 
Entering Unmasked Estep 
Score: -6528.835938 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6528.836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6615.551758 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6615.552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6673.675781 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6673.676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6690.667969 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6690.668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6696.688477 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6696.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6700.160645 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6700.161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6700.160645 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -6700.161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 133469 members 
Mstep: Class 4 contains 37252 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 108 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 194157 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15920 members 
Mstep: Class 22 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050614.000000 Penalty: 14697.050781
Iteration 79Q: 26 clusters Score -2.305061e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 133301 members 
Mstep: Class 4 contains 37331 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 193787 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15833 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 812 members 
Mstep: Class 24 contains 433 members 
Mstep: Class 25 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051442.000000 Penalty: 14697.050781
Iteration 80F: 26 clusters Score -2.305144e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133096 members 
Mstep: Class 4 contains 37299 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 193370 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15806 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 900 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051906.000000 Penalty: 14697.050781
Iteration 81Q: 26 clusters Score -2.305191e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132938 members 
Mstep: Class 4 contains 37304 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 12 contains 3142 members 
Mstep: Class 13 contains 192881 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5549 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15818 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 624 members 
Mstep: Class 25 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052194.000000 Penalty: 14697.050781
Iteration 82Q: 26 clusters Score -2.305219e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132839 members 
Mstep: Class 4 contains 37323 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 5368 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 192343 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 930 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5528 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15821 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052396.000000 Penalty: 14697.050781
Iteration 83Q: 26 clusters Score -2.30524e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132713 members 
Mstep: Class 4 contains 37360 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 191786 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15823 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052660.000000 Penalty: 14697.050781
Iteration 84Q: 26 clusters Score -2.305266e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132630 members 
Mstep: Class 4 contains 37409 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3221 members 
Mstep: Class 13 contains 191211 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5521 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15834 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 1019 members 
Mstep: Class 24 contains 812 members 
Mstep: Class 25 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052816.000000 Penalty: 14697.050781
Iteration 85Q: 26 clusters Score -2.305282e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132548 members 
Mstep: Class 4 contains 37487 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 6750 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 190610 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 5516 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15859 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053158.000000 Penalty: 14697.050781
Iteration 86Q: 26 clusters Score -2.305316e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132444 members 
Mstep: Class 4 contains 37538 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 7160 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1069 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 190100 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 5524 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15879 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 1045 members 
Mstep: Class 24 contains 893 members 
Mstep: Class 25 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053412.000000 Penalty: 14697.050781
Iteration 87Q: 26 clusters Score -2.305341e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132374 members 
Mstep: Class 4 contains 37595 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1069 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 189580 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 5539 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15841 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 929 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053612.000000 Penalty: 14697.050781
Iteration 88Q: 26 clusters Score -2.305361e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 132298 members 
Mstep: Class 4 contains 37638 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 7983 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 189127 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 758 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5562 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15819 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053772.000000 Penalty: 14697.050781
Iteration 89Q: 26 clusters Score -2.305377e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132281 members 
Mstep: Class 4 contains 37671 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 8383 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1071 members 
Mstep: Class 12 contains 3417 members 
Mstep: Class 13 contains 188598 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15839 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 1076 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053938.000000 Penalty: 14697.050781
Iteration 90Q: 26 clusters Score -2.305394e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132336 members 
Mstep: Class 4 contains 37694 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 8789 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 187993 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15870 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053990.000000 Penalty: 14697.050781
Iteration 91Q: 26 clusters Score -2.305399e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132444 members 
Mstep: Class 4 contains 37704 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 9169 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 187389 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 676 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15898 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1089 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054148.000000 Penalty: 14697.050781
Iteration 92Q: 26 clusters Score -2.305415e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132478 members 
Mstep: Class 4 contains 37738 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 9547 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 186824 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 15956 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1099 members 
Mstep: Class 24 contains 986 members 
Mstep: Class 25 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054162.000000 Penalty: 14697.050781
Iteration 93Q: 26 clusters Score -2.305416e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132514 members 
Mstep: Class 4 contains 37786 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 186260 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16012 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 986 members 
Mstep: Class 25 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054160.000000 Penalty: 14697.050781
Iteration 94Q: 26 clusters Score -2.305416e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132599 members 
Mstep: Class 4 contains 37812 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 10215 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 185740 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5672 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16067 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054210.000000 Penalty: 14697.050781
Iteration 95Q: 26 clusters Score -2.305421e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132688 members 
Mstep: Class 4 contains 37835 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 10483 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 3614 members 
Mstep: Class 13 contains 185263 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16104 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054188.000000 Penalty: 14697.050781
Iteration 96Q: 26 clusters Score -2.305419e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132782 members 
Mstep: Class 4 contains 37843 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 10723 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1085 members 
Mstep: Class 12 contains 3649 members 
Mstep: Class 13 contains 184820 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16158 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1124 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054032.000000 Penalty: 14697.050781
Iteration 97Q: 26 clusters Score -2.305403e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132840 members 
Mstep: Class 4 contains 37837 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 10966 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1088 members 
Mstep: Class 12 contains 3675 members 
Mstep: Class 13 contains 184446 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 587 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16193 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 986 members 
Mstep: Class 25 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054112.000000 Penalty: 14697.050781
Iteration 98Q: 26 clusters Score -2.305411e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132910 members 
Mstep: Class 4 contains 37822 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 184068 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 574 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5714 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16215 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1139 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054098.000000 Penalty: 14697.050781
Iteration 99Q: 26 clusters Score -2.30541e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 132992 members 
Mstep: Class 4 contains 37838 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 3743 members 
Mstep: Class 13 contains 183678 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16248 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054196.000000 Penalty: 14697.050781
Iteration 100F: 26 clusters Score -2.30542e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133097 members 
Mstep: Class 4 contains 37871 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 11678 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 183241 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5725 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16270 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1152 members 
Mstep: Class 24 contains 990 members 
Mstep: Class 25 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054226.000000 Penalty: 14697.050781
Iteration 101Q: 26 clusters Score -2.305423e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133176 members 
Mstep: Class 4 contains 37886 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 127 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 182845 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5730 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16313 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 992 members 
Mstep: Class 25 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054328.000000 Penalty: 14697.050781
Iteration 102Q: 26 clusters Score -2.305433e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133248 members 
Mstep: Class 4 contains 37895 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 12103 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 127 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 3833 members 
Mstep: Class 13 contains 182468 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 502 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16356 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054370.000000 Penalty: 14697.050781
Iteration 103Q: 26 clusters Score -2.305437e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133257 members 
Mstep: Class 4 contains 37907 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 12299 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 127 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 3865 members 
Mstep: Class 13 contains 182184 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5738 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16378 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 581.491760 but Gain 587.881836
Score: -23054552.000000 Penalty: 14109.168945
Iteration 104Q: 25 clusters Score -2.305455e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133677 members 
Mstep: Class 4 contains 37919 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 12455 members 
Mstep: Class 10 contains 125 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 181929 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16406 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1174 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054790.000000 Penalty: 14109.168945
Iteration 105Q: 25 clusters Score -2.305479e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133772 members 
Mstep: Class 4 contains 37926 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 181640 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5745 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16392 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1173 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054742.000000 Penalty: 14109.168945
Iteration 106Q: 25 clusters Score -2.305474e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133852 members 
Mstep: Class 4 contains 37931 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 3962 members 
Mstep: Class 13 contains 181387 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5744 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16382 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1174 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054752.000000 Penalty: 14109.168945
Iteration 107Q: 25 clusters Score -2.305475e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 133896 members 
Mstep: Class 4 contains 37928 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 12888 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 181195 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 471 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16385 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054826.000000 Penalty: 14109.168945
Iteration 108Q: 25 clusters Score -2.305483e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 133993 members 
Mstep: Class 4 contains 37919 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 12985 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 3990 members 
Mstep: Class 13 contains 180999 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5738 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16375 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 992 members 
Mstep: Class 25 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054824.000000 Penalty: 14109.168945
Iteration 109Q: 25 clusters Score -2.305482e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134057 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13090 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 180803 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5730 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16373 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 994 members 
Mstep: Class 25 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054826.000000 Penalty: 14109.168945
Iteration 110Q: 25 clusters Score -2.305483e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134120 members 
Mstep: Class 4 contains 37920 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13178 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 180618 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5725 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16366 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1179 members 
Mstep: Class 24 contains 1001 members 
Mstep: Class 25 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054834.000000 Penalty: 14109.168945
Iteration 111Q: 25 clusters Score -2.305483e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134194 members 
Mstep: Class 4 contains 37926 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13247 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4068 members 
Mstep: Class 13 contains 180435 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16370 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1181 members 
Mstep: Class 24 contains 1009 members 
Mstep: Class 25 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054784.000000 Penalty: 14109.168945
Iteration 112Q: 25 clusters Score -2.305478e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134253 members 
Mstep: Class 4 contains 37927 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13326 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 180274 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5713 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16357 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1183 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054802.000000 Penalty: 14109.168945
Iteration 113Q: 25 clusters Score -2.30548e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134332 members 
Mstep: Class 4 contains 37931 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13390 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4107 members 
Mstep: Class 13 contains 180112 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16344 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054796.000000 Penalty: 14109.168945
Iteration 114Q: 25 clusters Score -2.30548e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134365 members 
Mstep: Class 4 contains 37937 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13453 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4121 members 
Mstep: Class 13 contains 179974 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16355 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1187 members 
Mstep: Class 24 contains 1020 members 
Mstep: Class 25 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054894.000000 Penalty: 14109.168945
Iteration 115Q: 25 clusters Score -2.305489e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134412 members 
Mstep: Class 4 contains 37956 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13503 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 179834 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16355 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054866.000000 Penalty: 14109.168945
Iteration 116Q: 25 clusters Score -2.305487e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134433 members 
Mstep: Class 4 contains 37961 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 179716 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16379 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054864.000000 Penalty: 14109.168945
Iteration 117Q: 25 clusters Score -2.305486e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134466 members 
Mstep: Class 4 contains 37967 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 179601 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054874.000000 Penalty: 14109.168945
Iteration 118Q: 25 clusters Score -2.305487e+07 nChanged 308
Entering ConstructFrom: 
Score: -23054874.000000 Penalty: 14109.168945
Entering ConstructFrom: 
Trying to split cluster 1 (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: -38068.074219 Penalty: 297.221222
	Iteration 0F: 2 clusters Score -38068.07 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 342 members 
Entering Unmasked Estep 
Score: -37444.960938 Penalty: 594.442444
	Iteration 0F: 3 clusters Score -37444.96 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37591.800781 Penalty: 594.442444
	Iteration 1F: 3 clusters Score -37591.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37629.093750 Penalty: 594.442444
	Iteration 2F: 3 clusters Score -37629.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37658.632812 Penalty: 594.442444
	Iteration 3F: 3 clusters Score -37658.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37682.648438 Penalty: 594.442444
	Iteration 4Q: 3 clusters Score -37682.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37706.957031 Penalty: 594.442444
	Iteration 5Q: 3 clusters Score -37706.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37721.625000 Penalty: 594.442444
	Iteration 6Q: 3 clusters Score -37721.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37733.570312 Penalty: 594.442444
	Iteration 7Q: 3 clusters Score -37733.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37741.492188 Penalty: 594.442444
	Iteration 8Q: 3 clusters Score -37741.49 nChanged 12
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: -37750.218750 Penalty: 594.442444
	Iteration 9Q: 3 clusters Score -37750.22 nChanged 17
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: -37767.750000 Penalty: 594.442444
	Iteration 10Q: 3 clusters Score -37767.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37793.261719 Penalty: 594.442444
	Iteration 11Q: 3 clusters Score -37793.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37798.628906 Penalty: 594.442444
	Iteration 12Q: 3 clusters Score -37798.63 nChanged 5
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: -37799.441406 Penalty: 594.442444
	Iteration 13Q: 3 clusters Score -37799.44 nChanged 1
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: -37799.839844 Penalty: 594.442444
	Iteration 14Q: 3 clusters Score -37799.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37800.863281 Penalty: 594.442444
	Iteration 15Q: 3 clusters Score -37800.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37802.515625 Penalty: 594.442444
	Iteration 16Q: 3 clusters Score -37802.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37803.195312 Penalty: 594.442444
	Iteration 17Q: 3 clusters Score -37803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37803.195312 Penalty: 594.442444
	Iteration 18F: 3 clusters Score -37803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -7120.142090 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -7120.142 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 68 members 
Entering Unmasked Estep 
Score: -6870.891113 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -6870.891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7044.286133 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -7044.286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7090.536621 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7090.537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7109.714844 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -7109.715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7125.270508 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7125.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7134.566895 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7134.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7137.586426 Penalty: 468.421997
	Iteration 6F: 3 clusters Score -7137.586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7156.549805 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -7156.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7161.403809 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -7161.404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7166.347656 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -7166.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7167.616211 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -7167.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7167.616211 Penalty: 468.421997
	Iteration 11F: 3 clusters Score -7167.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 134522 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 61 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 179485 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1194 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 756 members 
Entering Unmasked Estep 
Score: -23054536.000000 Penalty: 14697.050781
Splitting cluster 2 changes total score from -23054874.000000 to -23054536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (134522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134522 members 
Entering Unmasked Estep 
Score: -8018008.000000 Penalty: 537.331482
	Iteration 0F: 2 clusters Score -8018008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -7933845.000000 Penalty: 1074.662964
	Iteration 0F: 3 clusters Score -7933845 nChanged 65898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -7975549.500000 Penalty: 1074.662964
	Iteration 1F: 3 clusters Score -7975550 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -7978528.500000 Penalty: 1074.662964
	Iteration 2F: 3 clusters Score -7978528 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -7982550.000000 Penalty: 1074.662964
	Iteration 3F: 3 clusters Score -7982550 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -7988015.000000 Penalty: 1074.662964
	Iteration 4F: 3 clusters Score -7988015 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -7994723.500000 Penalty: 1074.662964
	Iteration 5F: 3 clusters Score -7994724 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -8000332.500000 Penalty: 1074.662964
	Iteration 6F: 3 clusters Score -8000332 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -8003574.500000 Penalty: 1074.662964
	Iteration 7Q: 3 clusters Score -8003574 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -8004866.500000 Penalty: 1074.662964
	Iteration 8Q: 3 clusters Score -8004866 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8005427.000000 Penalty: 1074.662964
	Iteration 9Q: 3 clusters Score -8005427 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8005821.000000 Penalty: 1074.662964
	Iteration 10Q: 3 clusters Score -8005821 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8006189.500000 Penalty: 1074.662964
	Iteration 11Q: 3 clusters Score -8006190 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8006691.000000 Penalty: 1074.662964
	Iteration 12Q: 3 clusters Score -8006691 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -8007235.500000 Penalty: 1074.662964
	Iteration 13Q: 3 clusters Score -8007236 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8007845.000000 Penalty: 1074.662964
	Iteration 14Q: 3 clusters Score -8007845 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -8008503.500000 Penalty: 1074.662964
	Iteration 15Q: 3 clusters Score -8008504 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102044 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -8009114.000000 Penalty: 1074.662964
	Iteration 16Q: 3 clusters Score -8009114 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -8009836.000000 Penalty: 1074.662964
	Iteration 17Q: 3 clusters Score -8009836 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -8010491.500000 Penalty: 1074.662964
	Iteration 18Q: 3 clusters Score -8010492 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -8011266.500000 Penalty: 1074.662964
	Iteration 19Q: 3 clusters Score -8011266 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109897 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -8012119.500000 Penalty: 1074.662964
	Iteration 20F: 3 clusters Score -8012120 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111723 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -8012870.000000 Penalty: 1074.662964
	Iteration 21Q: 3 clusters Score -8012870 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -8013498.500000 Penalty: 1074.662964
	Iteration 22Q: 3 clusters Score -8013498 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -8014148.500000 Penalty: 1074.662964
	Iteration 23Q: 3 clusters Score -8014148 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116949 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -8014831.500000 Penalty: 1074.662964
	Iteration 24Q: 3 clusters Score -8014832 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -8015412.000000 Penalty: 1074.662964
	Iteration 25Q: 3 clusters Score -8015412 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120157 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -8016096.000000 Penalty: 1074.662964
	Iteration 26Q: 3 clusters Score -8016096 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121753 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -8016844.000000 Penalty: 1074.662964
	Iteration 27Q: 3 clusters Score -8016844 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8017505.000000 Penalty: 1074.662964
	Iteration 28Q: 3 clusters Score -8017505 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -8017837.000000 Penalty: 1074.662964
	Iteration 29Q: 3 clusters Score -8017837 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125882 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -8018121.500000 Penalty: 1074.662964
	Iteration 30Q: 3 clusters Score -8018122 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -8018271.500000 Penalty: 1074.662964
	Iteration 31Q: 3 clusters Score -8018272 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128390 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -8018471.500000 Penalty: 1074.662964
	Iteration 32Q: 3 clusters Score -8018472 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129487 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8018548.000000 Penalty: 1074.662964
	Iteration 33Q: 3 clusters Score -8018548 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130438 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8018514.500000 Penalty: 1074.662964
	Iteration 34Q: 3 clusters Score -8018514 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131196 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8018437.500000 Penalty: 1074.662964
	Iteration 35Q: 3 clusters Score -8018438 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131839 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8018337.000000 Penalty: 1074.662964
	Iteration 36Q: 3 clusters Score -8018337 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132310 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8018272.000000 Penalty: 1074.662964
	Iteration 37Q: 3 clusters Score -8018272 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8018191.000000 Penalty: 1074.662964
	Iteration 38Q: 3 clusters Score -8018191 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132999 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8018136.000000 Penalty: 1074.662964
	Iteration 39Q: 3 clusters Score -8018136 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133218 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8018092.000000 Penalty: 1074.662964
	Iteration 40F: 3 clusters Score -8018092 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8018101.500000 Penalty: 1074.662964
	Iteration 41Q: 3 clusters Score -8018102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133560 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8018078.000000 Penalty: 1074.662964
	Iteration 42Q: 3 clusters Score -8018078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133691 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8018071.500000 Penalty: 1074.662964
	Iteration 43Q: 3 clusters Score -8018072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133794 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8018049.000000 Penalty: 1074.662964
	Iteration 44Q: 3 clusters Score -8018049 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133882 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8018037.500000 Penalty: 1074.662964
	Iteration 45Q: 3 clusters Score -8018038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133938 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8018018.500000 Penalty: 1074.662964
	Iteration 46Q: 3 clusters Score -8018018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133988 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8018008.000000 Penalty: 1074.662964
	Iteration 47Q: 3 clusters Score -8018008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8017981.000000 Penalty: 1074.662964
	Iteration 48Q: 3 clusters Score -8017981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8017969.500000 Penalty: 1074.662964
	Iteration 49Q: 3 clusters Score -8017970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134082 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8017964.500000 Penalty: 1074.662964
	Iteration 50Q: 3 clusters Score -8017964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134102 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8017970.500000 Penalty: 1074.662964
	Iteration 51Q: 3 clusters Score -8017970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134116 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8017954.500000 Penalty: 1074.662964
	Iteration 52Q: 3 clusters Score -8017954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134127 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8017963.000000 Penalty: 1074.662964
	Iteration 53Q: 3 clusters Score -8017963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134133 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8017946.000000 Penalty: 1074.662964
	Iteration 54Q: 3 clusters Score -8017946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134141 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8017939.500000 Penalty: 1074.662964
	Iteration 55Q: 3 clusters Score -8017940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134145 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8017947.500000 Penalty: 1074.662964
	Iteration 56Q: 3 clusters Score -8017948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134148 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8017950.500000 Penalty: 1074.662964
	Iteration 57Q: 3 clusters Score -8017950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134153 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8017950.500000 Penalty: 1074.662964
	Iteration 58Q: 3 clusters Score -8017950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134159 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8017948.000000 Penalty: 1074.662964
	Iteration 59Q: 3 clusters Score -8017948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134162 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8017945.000000 Penalty: 1074.662964
	Iteration 60F: 3 clusters Score -8017945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8017945.000000 Penalty: 1074.662964
	Iteration 61Q: 3 clusters Score -8017945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8017942.500000 Penalty: 1074.662964
	Iteration 62Q: 3 clusters Score -8017942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8017948.500000 Penalty: 1074.662964
	Iteration 63Q: 3 clusters Score -8017948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8017963.000000 Penalty: 1074.662964
	Iteration 64Q: 3 clusters Score -8017963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134165 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8017955.500000 Penalty: 1074.662964
	Iteration 65Q: 3 clusters Score -8017956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8017941.500000 Penalty: 1074.662964
	Iteration 66Q: 3 clusters Score -8017942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8017954.000000 Penalty: 1074.662964
	Iteration 67Q: 3 clusters Score -8017954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8017953.500000 Penalty: 1074.662964
	Iteration 68Q: 3 clusters Score -8017954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8017944.500000 Penalty: 1074.662964
	Iteration 69Q: 3 clusters Score -8017944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134173 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8017942.000000 Penalty: 1074.662964
	Iteration 70Q: 3 clusters Score -8017942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134178 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8017949.500000 Penalty: 1074.662964
	Iteration 71Q: 3 clusters Score -8017950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134180 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8017944.500000 Penalty: 1074.662964
	Iteration 72Q: 3 clusters Score -8017944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134182 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8017942.500000 Penalty: 1074.662964
	Iteration 73Q: 3 clusters Score -8017942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8017943.000000 Penalty: 1074.662964
	Iteration 74Q: 3 clusters Score -8017943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8017943.000000 Penalty: 1074.662964
	Iteration 75F: 3 clusters Score -8017943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Entering Unmasked Estep 
Score: -2118599.250000 Penalty: 479.775879
	Iteration 0F: 2 clusters Score -2118599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2093260.625000 Penalty: 959.551758
	Iteration 0F: 3 clusters Score -2093261 nChanged 18183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2104338.250000 Penalty: 959.551758
	Iteration 1F: 3 clusters Score -2104338 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2105176.000000 Penalty: 959.551758
	Iteration 2F: 3 clusters Score -2105176 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2106413.250000 Penalty: 959.551758
	Iteration 3F: 3 clusters Score -2106413 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -2108145.750000 Penalty: 959.551758
	Iteration 4F: 3 clusters Score -2108146 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -2110508.500000 Penalty: 959.551758
	Iteration 5F: 3 clusters Score -2110508 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -2113034.000000 Penalty: 959.551758
	Iteration 6F: 3 clusters Score -2113034 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -2115101.250000 Penalty: 959.551758
	Iteration 7F: 3 clusters Score -2115101 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -2116277.750000 Penalty: 959.551758
	Iteration 8Q: 3 clusters Score -2116278 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -2116894.750000 Penalty: 959.551758
	Iteration 9Q: 3 clusters Score -2116895 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -2117262.500000 Penalty: 959.551758
	Iteration 10Q: 3 clusters Score -2117262 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -2117504.250000 Penalty: 959.551758
	Iteration 11Q: 3 clusters Score -2117504 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -2117703.250000 Penalty: 959.551758
	Iteration 12Q: 3 clusters Score -2117703 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -2117851.750000 Penalty: 959.551758
	Iteration 13Q: 3 clusters Score -2117852 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -2117972.250000 Penalty: 959.551758
	Iteration 14Q: 3 clusters Score -2117972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -2118060.500000 Penalty: 959.551758
	Iteration 15Q: 3 clusters Score -2118060 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -2118106.500000 Penalty: 959.551758
	Iteration 16Q: 3 clusters Score -2118106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -2118129.000000 Penalty: 959.551758
	Iteration 17Q: 3 clusters Score -2118129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -2118154.000000 Penalty: 959.551758
	Iteration 18Q: 3 clusters Score -2118154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -2118171.250000 Penalty: 959.551758
	Iteration 19Q: 3 clusters Score -2118171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -2118185.250000 Penalty: 959.551758
	Iteration 20F: 3 clusters Score -2118185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -2118205.000000 Penalty: 959.551758
	Iteration 21Q: 3 clusters Score -2118205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -2118224.000000 Penalty: 959.551758
	Iteration 22Q: 3 clusters Score -2118224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -2118240.000000 Penalty: 959.551758
	Iteration 23Q: 3 clusters Score -2118240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -2118254.750000 Penalty: 959.551758
	Iteration 24Q: 3 clusters Score -2118255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -2118261.250000 Penalty: 959.551758
	Iteration 25Q: 3 clusters Score -2118261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -2118262.500000 Penalty: 959.551758
	Iteration 26Q: 3 clusters Score -2118262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -2118267.000000 Penalty: 959.551758
	Iteration 27Q: 3 clusters Score -2118267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -2118270.250000 Penalty: 959.551758
	Iteration 28Q: 3 clusters Score -2118270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -2118273.750000 Penalty: 959.551758
	Iteration 29Q: 3 clusters Score -2118274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -2118275.250000 Penalty: 959.551758
	Iteration 30Q: 3 clusters Score -2118275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -2118276.250000 Penalty: 959.551758
	Iteration 31Q: 3 clusters Score -2118276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -2118279.500000 Penalty: 959.551758
	Iteration 32Q: 3 clusters Score -2118280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -2118282.750000 Penalty: 959.551758
	Iteration 33Q: 3 clusters Score -2118283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -2118285.250000 Penalty: 959.551758
	Iteration 34Q: 3 clusters Score -2118285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -2118286.250000 Penalty: 959.551758
	Iteration 35Q: 3 clusters Score -2118286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -2118286.250000 Penalty: 959.551758
	Iteration 36F: 3 clusters Score -2118286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -6317.556641 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6317.557 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: -6085.785645 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6085.786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6121.156250 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -6121.156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6154.455078 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -6154.455 nChanged 9
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: -6172.187500 Penalty: 441.534760
	Iteration 3F: 3 clusters Score -6172.188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6193.001465 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -6193.001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6224.985352 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -6224.985 nChanged 5
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: -6234.563965 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -6234.564 nChanged 3
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: -6248.542480 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -6248.542 nChanged 5
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: -6270.829102 Penalty: 441.534760
	Iteration 8Q: 3 clusters Score -6270.829 nChanged 3
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: -6278.474609 Penalty: 441.534760
	Iteration 9Q: 3 clusters Score -6278.475 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: -6278.474609 Penalty: 441.534760
	Iteration 10F: 3 clusters Score -6278.475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15741.184570 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15741.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15381.828125 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15381.83 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15467.122070 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15467.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15488.685547 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15488.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15508.574219 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -15508.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15517.283203 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15517.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15521.272461 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15521.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15526.973633 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -15526.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15532.636719 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15532.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15536.972656 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15536.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15538.323242 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15538.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15539.331055 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -15539.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15542.805664 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -15542.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15544.766602 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -15544.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15548.478516 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -15548.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15551.003906 Penalty: 521.143127
	Iteration 14Q: 3 clusters Score -15551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15557.988281 Penalty: 521.143127
	Iteration 15Q: 3 clusters Score -15557.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15573.722656 Penalty: 521.143127
	Iteration 16Q: 3 clusters Score -15573.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15591.144531 Penalty: 521.143127
	Iteration 17Q: 3 clusters Score -15591.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15598.116211 Penalty: 521.143127
	Iteration 18Q: 3 clusters Score -15598.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15599.506836 Penalty: 521.143127
	Iteration 19Q: 3 clusters Score -15599.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15607.938477 Penalty: 521.143127
	Iteration 20F: 3 clusters Score -15607.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15635.500000 Penalty: 521.143127
	Iteration 21Q: 3 clusters Score -15635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15640.624023 Penalty: 521.143127
	Iteration 22Q: 3 clusters Score -15640.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15646.215820 Penalty: 521.143127
	Iteration 23Q: 3 clusters Score -15646.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15648.898438 Penalty: 521.143127
	Iteration 24Q: 3 clusters Score -15648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15650.841797 Penalty: 521.143127
	Iteration 25Q: 3 clusters Score -15650.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15654.884766 Penalty: 521.143127
	Iteration 26Q: 3 clusters Score -15654.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15655.837891 Penalty: 521.143127
	Iteration 27Q: 3 clusters Score -15655.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15657.242188 Penalty: 521.143127
	Iteration 28Q: 3 clusters Score -15657.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15657.242188 Penalty: 521.143127
	Iteration 29F: 3 clusters Score -15657.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11298.767578 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11298.77 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 123 members 
Entering Unmasked Estep 
Score: -11044.001953 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11164.743164 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11164.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11205.522461 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11205.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11340.466797 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -11340.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11369.059570 Penalty: 499.868591
	Iteration 4F: 3 clusters Score -11369.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -11398.971680 Penalty: 499.868591
	Iteration 5F: 3 clusters Score -11398.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -11422.860352 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -11422.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -11433.577148 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -11433.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -11437.339844 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -11437.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -11444.748047 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -11444.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -11444.748047 Penalty: 499.868591
	Iteration 10F: 3 clusters Score -11444.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134522 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 222 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 21 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 179485 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1194 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 756 members 
Entering Unmasked Estep 
Score: -23054634.000000 Penalty: 14697.050781
Splitting cluster 7 changes total score from -23054874.000000 to -23054634.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (13628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Entering Unmasked Estep 
Score: -859463.687500 Penalty: 433.154633
	Iteration 0F: 2 clusters Score -859463.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -850440.812500 Penalty: 866.309265
	Iteration 0F: 3 clusters Score -850440.8 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -854078.375000 Penalty: 866.309265
	Iteration 1F: 3 clusters Score -854078.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -854356.312500 Penalty: 866.309265
	Iteration 2F: 3 clusters Score -854356.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -854810.437500 Penalty: 866.309265
	Iteration 3F: 3 clusters Score -854810.4 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -855509.062500 Penalty: 866.309265
	Iteration 4F: 3 clusters Score -855509.1 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -856350.750000 Penalty: 866.309265
	Iteration 5F: 3 clusters Score -856350.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -857132.937500 Penalty: 866.309265
	Iteration 6F: 3 clusters Score -857132.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -857542.750000 Penalty: 866.309265
	Iteration 7F: 3 clusters Score -857542.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -857723.437500 Penalty: 866.309265
	Iteration 8Q: 3 clusters Score -857723.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -857807.812500 Penalty: 866.309265
	Iteration 9Q: 3 clusters Score -857807.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -857868.312500 Penalty: 866.309265
	Iteration 10Q: 3 clusters Score -857868.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -857927.250000 Penalty: 866.309265
	Iteration 11Q: 3 clusters Score -857927.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -857977.375000 Penalty: 866.309265
	Iteration 12Q: 3 clusters Score -857977.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -858035.750000 Penalty: 866.309265
	Iteration 13Q: 3 clusters Score -858035.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -858096.437500 Penalty: 866.309265
	Iteration 14Q: 3 clusters Score -858096.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -858146.500000 Penalty: 866.309265
	Iteration 15Q: 3 clusters Score -858146.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -858203.687500 Penalty: 866.309265
	Iteration 16Q: 3 clusters Score -858203.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -858264.500000 Penalty: 866.309265
	Iteration 17Q: 3 clusters Score -858264.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -858313.062500 Penalty: 866.309265
	Iteration 18Q: 3 clusters Score -858313.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -858367.500000 Penalty: 866.309265
	Iteration 19Q: 3 clusters Score -858367.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -858417.500000 Penalty: 866.309265
	Iteration 20F: 3 clusters Score -858417.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -858462.062500 Penalty: 866.309265
	Iteration 21Q: 3 clusters Score -858462.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -858502.625000 Penalty: 866.309265
	Iteration 22Q: 3 clusters Score -858502.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -858534.187500 Penalty: 866.309265
	Iteration 23Q: 3 clusters Score -858534.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -858561.437500 Penalty: 866.309265
	Iteration 24Q: 3 clusters Score -858561.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -858587.750000 Penalty: 866.309265
	Iteration 25Q: 3 clusters Score -858587.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -858607.625000 Penalty: 866.309265
	Iteration 26Q: 3 clusters Score -858607.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -858627.812500 Penalty: 866.309265
	Iteration 27Q: 3 clusters Score -858627.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -858641.250000 Penalty: 866.309265
	Iteration 28Q: 3 clusters Score -858641.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -858653.000000 Penalty: 866.309265
	Iteration 29Q: 3 clusters Score -858653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -858664.375000 Penalty: 866.309265
	Iteration 30Q: 3 clusters Score -858664.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -858670.187500 Penalty: 866.309265
	Iteration 31Q: 3 clusters Score -858670.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -858676.125000 Penalty: 866.309265
	Iteration 32Q: 3 clusters Score -858676.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -858682.687500 Penalty: 866.309265
	Iteration 33Q: 3 clusters Score -858682.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -858689.125000 Penalty: 866.309265
	Iteration 34Q: 3 clusters Score -858689.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -858694.562500 Penalty: 866.309265
	Iteration 35Q: 3 clusters Score -858694.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -858703.250000 Penalty: 866.309265
	Iteration 36Q: 3 clusters Score -858703.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -858714.437500 Penalty: 866.309265
	Iteration 37Q: 3 clusters Score -858714.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -858720.937500 Penalty: 866.309265
	Iteration 38Q: 3 clusters Score -858720.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -858730.000000 Penalty: 866.309265
	Iteration 39Q: 3 clusters Score -858730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -858738.062500 Penalty: 866.309265
	Iteration 40F: 3 clusters Score -858738.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -858744.375000 Penalty: 866.309265
	Iteration 41Q: 3 clusters Score -858744.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -858747.750000 Penalty: 866.309265
	Iteration 42Q: 3 clusters Score -858747.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -858755.500000 Penalty: 866.309265
	Iteration 43Q: 3 clusters Score -858755.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -858762.750000 Penalty: 866.309265
	Iteration 44Q: 3 clusters Score -858762.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -858770.062500 Penalty: 866.309265
	Iteration 45Q: 3 clusters Score -858770.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -858780.250000 Penalty: 866.309265
	Iteration 46Q: 3 clusters Score -858780.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -858791.812500 Penalty: 866.309265
	Iteration 47Q: 3 clusters Score -858791.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -858805.375000 Penalty: 866.309265
	Iteration 48Q: 3 clusters Score -858805.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -858819.562500 Penalty: 866.309265
	Iteration 49Q: 3 clusters Score -858819.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -858838.562500 Penalty: 866.309265
	Iteration 50Q: 3 clusters Score -858838.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -858852.500000 Penalty: 866.309265
	Iteration 51Q: 3 clusters Score -858852.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -858861.687500 Penalty: 866.309265
	Iteration 52Q: 3 clusters Score -858861.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -858872.312500 Penalty: 866.309265
	Iteration 53Q: 3 clusters Score -858872.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -858878.000000 Penalty: 866.309265
	Iteration 54Q: 3 clusters Score -858878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -858886.875000 Penalty: 866.309265
	Iteration 55Q: 3 clusters Score -858886.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -858896.500000 Penalty: 866.309265
	Iteration 56Q: 3 clusters Score -858896.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -858908.750000 Penalty: 866.309265
	Iteration 57Q: 3 clusters Score -858908.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -858924.000000 Penalty: 866.309265
	Iteration 58Q: 3 clusters Score -858924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -858936.375000 Penalty: 866.309265
	Iteration 59Q: 3 clusters Score -858936.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -858944.562500 Penalty: 866.309265
	Iteration 60F: 3 clusters Score -858944.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -858954.625000 Penalty: 866.309265
	Iteration 61Q: 3 clusters Score -858954.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -858967.125000 Penalty: 866.309265
	Iteration 62Q: 3 clusters Score -858967.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -858976.937500 Penalty: 866.309265
	Iteration 63Q: 3 clusters Score -858976.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -858993.000000 Penalty: 866.309265
	Iteration 64Q: 3 clusters Score -858993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -859007.437500 Penalty: 866.309265
	Iteration 65Q: 3 clusters Score -859007.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -859015.125000 Penalty: 866.309265
	Iteration 66Q: 3 clusters Score -859015.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -859026.125000 Penalty: 866.309265
	Iteration 67Q: 3 clusters Score -859026.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -859038.000000 Penalty: 866.309265
	Iteration 68Q: 3 clusters Score -859038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -859051.125000 Penalty: 866.309265
	Iteration 69Q: 3 clusters Score -859051.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -859064.062500 Penalty: 866.309265
	Iteration 70Q: 3 clusters Score -859064.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -859068.562500 Penalty: 866.309265
	Iteration 71Q: 3 clusters Score -859068.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -859073.625000 Penalty: 866.309265
	Iteration 72Q: 3 clusters Score -859073.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -859078.187500 Penalty: 866.309265
	Iteration 73Q: 3 clusters Score -859078.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -859084.125000 Penalty: 866.309265
	Iteration 74Q: 3 clusters Score -859084.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -859089.750000 Penalty: 866.309265
	Iteration 75Q: 3 clusters Score -859089.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -859096.625000 Penalty: 866.309265
	Iteration 76Q: 3 clusters Score -859096.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -859100.437500 Penalty: 866.309265
	Iteration 77Q: 3 clusters Score -859100.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -859106.250000 Penalty: 866.309265
	Iteration 78Q: 3 clusters Score -859106.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -859108.875000 Penalty: 866.309265
	Iteration 79Q: 3 clusters Score -859108.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -859112.625000 Penalty: 866.309265
	Iteration 80F: 3 clusters Score -859112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -859113.937500 Penalty: 866.309265
	Iteration 81Q: 3 clusters Score -859113.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -859119.062500 Penalty: 866.309265
	Iteration 82Q: 3 clusters Score -859119.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -859118.625000 Penalty: 866.309265
	Iteration 83Q: 3 clusters Score -859118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -859120.250000 Penalty: 866.309265
	Iteration 84Q: 3 clusters Score -859120.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -859122.500000 Penalty: 866.309265
	Iteration 85Q: 3 clusters Score -859122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -859125.937500 Penalty: 866.309265
	Iteration 86Q: 3 clusters Score -859125.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -859127.687500 Penalty: 866.309265
	Iteration 87Q: 3 clusters Score -859127.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -859131.000000 Penalty: 866.309265
	Iteration 88Q: 3 clusters Score -859131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -859135.250000 Penalty: 866.309265
	Iteration 89Q: 3 clusters Score -859135.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -859136.062500 Penalty: 866.309265
	Iteration 90Q: 3 clusters Score -859136.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -859137.437500 Penalty: 866.309265
	Iteration 91Q: 3 clusters Score -859137.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -859138.125000 Penalty: 866.309265
	Iteration 92Q: 3 clusters Score -859138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -859139.937500 Penalty: 866.309265
	Iteration 93Q: 3 clusters Score -859139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -859140.437500 Penalty: 866.309265
	Iteration 94Q: 3 clusters Score -859140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -859139.937500 Penalty: 866.309265
	Iteration 95Q: 3 clusters Score -859139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -859140.250000 Penalty: 866.309265
	Iteration 96Q: 3 clusters Score -859140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -859139.937500 Penalty: 866.309265
	Iteration 97Q: 3 clusters Score -859139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -859139.875000 Penalty: 866.309265
	Iteration 98Q: 3 clusters Score -859139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -859139.687500 Penalty: 866.309265
	Iteration 99Q: 3 clusters Score -859139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -859140.000000 Penalty: 866.309265
	Iteration 100F: 3 clusters Score -859140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -859140.250000 Penalty: 866.309265
	Iteration 101Q: 3 clusters Score -859140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -859141.562500 Penalty: 866.309265
	Iteration 102Q: 3 clusters Score -859141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -859141.562500 Penalty: 866.309265
	Iteration 103F: 3 clusters Score -859141.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -6795.469727 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6795.47 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 68 members 
Entering Unmasked Estep 
Score: -6560.956055 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6560.956 nChanged 24
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: -6593.603516 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6593.604 nChanged 6
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: -6606.649414 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -6606.649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6618.074219 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -6618.074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6621.464844 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -6621.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6621.981445 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -6621.981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6621.981445 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -6621.981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -61684.054688 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -61684.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -60805.398438 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -60805.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61077.851562 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -61077.85 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61114.964844 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -61114.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61139.976562 Penalty: 637.444275
	Iteration 3Q: 3 clusters Score -61139.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61161.636719 Penalty: 637.444275
	Iteration 4Q: 3 clusters Score -61161.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -61194.812500 Penalty: 637.444275
	Iteration 5Q: 3 clusters Score -61194.81 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61230.636719 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -61230.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -61265.492188 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -61265.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61292.148438 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -61292.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61310.867188 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -61310.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -61321.164062 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -61321.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -61328.914062 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -61328.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -61337.605469 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -61337.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -61342.015625 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -61342.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -61347.410156 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -61347.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -61354.886719 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -61354.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61363.960938 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -61363.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61377.156250 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -61377.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61389.191406 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -61389.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61397.695312 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -61397.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61406.984375 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -61406.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61416.425781 Penalty: 637.444275
	Iteration 21Q: 3 clusters Score -61416.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61423.460938 Penalty: 637.444275
	Iteration 22Q: 3 clusters Score -61423.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61428.433594 Penalty: 637.444275
	Iteration 23Q: 3 clusters Score -61428.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61434.105469 Penalty: 637.444275
	Iteration 24Q: 3 clusters Score -61434.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61440.738281 Penalty: 637.444275
	Iteration 25Q: 3 clusters Score -61440.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61447.460938 Penalty: 637.444275
	Iteration 26Q: 3 clusters Score -61447.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61453.593750 Penalty: 637.444275
	Iteration 27Q: 3 clusters Score -61453.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61461.535156 Penalty: 637.444275
	Iteration 28Q: 3 clusters Score -61461.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61464.582031 Penalty: 637.444275
	Iteration 29Q: 3 clusters Score -61464.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61466.269531 Penalty: 637.444275
	Iteration 30Q: 3 clusters Score -61466.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61468.828125 Penalty: 637.444275
	Iteration 31Q: 3 clusters Score -61468.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61470.445312 Penalty: 637.444275
	Iteration 32Q: 3 clusters Score -61470.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61472.453125 Penalty: 637.444275
	Iteration 33Q: 3 clusters Score -61472.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61476.613281 Penalty: 637.444275
	Iteration 34Q: 3 clusters Score -61476.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61481.625000 Penalty: 637.444275
	Iteration 35Q: 3 clusters Score -61481.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61486.328125 Penalty: 637.444275
	Iteration 36Q: 3 clusters Score -61486.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61488.390625 Penalty: 637.444275
	Iteration 37Q: 3 clusters Score -61488.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61489.757812 Penalty: 637.444275
	Iteration 38Q: 3 clusters Score -61489.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61491.367188 Penalty: 637.444275
	Iteration 39Q: 3 clusters Score -61491.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61496.187500 Penalty: 637.444275
	Iteration 40F: 3 clusters Score -61496.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61499.597656 Penalty: 637.444275
	Iteration 41Q: 3 clusters Score -61499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61502.519531 Penalty: 637.444275
	Iteration 42Q: 3 clusters Score -61502.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61507.769531 Penalty: 637.444275
	Iteration 43Q: 3 clusters Score -61507.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61514.171875 Penalty: 637.444275
	Iteration 44Q: 3 clusters Score -61514.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61525.917969 Penalty: 637.444275
	Iteration 45Q: 3 clusters Score -61525.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61531.820312 Penalty: 637.444275
	Iteration 46Q: 3 clusters Score -61531.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -61533.804688 Penalty: 637.444275
	Iteration 47Q: 3 clusters Score -61533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -61534.632812 Penalty: 637.444275
	Iteration 48Q: 3 clusters Score -61534.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -61535.210938 Penalty: 637.444275
	Iteration 49Q: 3 clusters Score -61535.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -61538.941406 Penalty: 637.444275
	Iteration 50Q: 3 clusters Score -61538.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -61542.089844 Penalty: 637.444275
	Iteration 51Q: 3 clusters Score -61542.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61542.914062 Penalty: 637.444275
	Iteration 52Q: 3 clusters Score -61542.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -61543.968750 Penalty: 637.444275
	Iteration 53Q: 3 clusters Score -61543.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -61546.132812 Penalty: 637.444275
	Iteration 54Q: 3 clusters Score -61546.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -61550.238281 Penalty: 637.444275
	Iteration 55Q: 3 clusters Score -61550.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -61558.234375 Penalty: 637.444275
	Iteration 56Q: 3 clusters Score -61558.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -61563.960938 Penalty: 637.444275
	Iteration 57Q: 3 clusters Score -61563.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -61566.605469 Penalty: 637.444275
	Iteration 58Q: 3 clusters Score -61566.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -61566.605469 Penalty: 637.444275
	Iteration 59F: 3 clusters Score -61566.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -231301.312500 Penalty: 379.010406
	Iteration 0F: 2 clusters Score -231301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -228491.328125 Penalty: 758.020813
	Iteration 0F: 3 clusters Score -228491.3 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -229588.343750 Penalty: 758.020813
	Iteration 1F: 3 clusters Score -229588.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -229773.109375 Penalty: 758.020813
	Iteration 2F: 3 clusters Score -229773.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -229954.859375 Penalty: 758.020813
	Iteration 3F: 3 clusters Score -229954.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -230112.640625 Penalty: 758.020813
	Iteration 4F: 3 clusters Score -230112.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -230287.546875 Penalty: 758.020813
	Iteration 5F: 3 clusters Score -230287.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -230424.656250 Penalty: 758.020813
	Iteration 6Q: 3 clusters Score -230424.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -230576.562500 Penalty: 758.020813
	Iteration 7Q: 3 clusters Score -230576.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -230670.781250 Penalty: 758.020813
	Iteration 8Q: 3 clusters Score -230670.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -230729.531250 Penalty: 758.020813
	Iteration 9Q: 3 clusters Score -230729.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -230780.562500 Penalty: 758.020813
	Iteration 10Q: 3 clusters Score -230780.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -230822.359375 Penalty: 758.020813
	Iteration 11Q: 3 clusters Score -230822.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -230851.656250 Penalty: 758.020813
	Iteration 12Q: 3 clusters Score -230851.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -230888.906250 Penalty: 758.020813
	Iteration 13Q: 3 clusters Score -230888.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -230920.687500 Penalty: 758.020813
	Iteration 14Q: 3 clusters Score -230920.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -230949.718750 Penalty: 758.020813
	Iteration 15Q: 3 clusters Score -230949.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -230975.343750 Penalty: 758.020813
	Iteration 16Q: 3 clusters Score -230975.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -230991.562500 Penalty: 758.020813
	Iteration 17Q: 3 clusters Score -230991.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -231001.828125 Penalty: 758.020813
	Iteration 18Q: 3 clusters Score -231001.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -231009.312500 Penalty: 758.020813
	Iteration 19Q: 3 clusters Score -231009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -231014.312500 Penalty: 758.020813
	Iteration 20F: 3 clusters Score -231014.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -231018.140625 Penalty: 758.020813
	Iteration 21Q: 3 clusters Score -231018.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -231022.078125 Penalty: 758.020813
	Iteration 22Q: 3 clusters Score -231022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -231024.734375 Penalty: 758.020813
	Iteration 23Q: 3 clusters Score -231024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -231028.453125 Penalty: 758.020813
	Iteration 24Q: 3 clusters Score -231028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -231032.781250 Penalty: 758.020813
	Iteration 25Q: 3 clusters Score -231032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -231039.781250 Penalty: 758.020813
	Iteration 26Q: 3 clusters Score -231039.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -231047.718750 Penalty: 758.020813
	Iteration 27Q: 3 clusters Score -231047.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -231051.750000 Penalty: 758.020813
	Iteration 28Q: 3 clusters Score -231051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -231054.234375 Penalty: 758.020813
	Iteration 29Q: 3 clusters Score -231054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -231058.812500 Penalty: 758.020813
	Iteration 30Q: 3 clusters Score -231058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -231060.140625 Penalty: 758.020813
	Iteration 31Q: 3 clusters Score -231060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -231061.906250 Penalty: 758.020813
	Iteration 32Q: 3 clusters Score -231061.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -231065.859375 Penalty: 758.020813
	Iteration 33Q: 3 clusters Score -231065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -231068.437500 Penalty: 758.020813
	Iteration 34Q: 3 clusters Score -231068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -231069.187500 Penalty: 758.020813
	Iteration 35Q: 3 clusters Score -231069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -231069.375000 Penalty: 758.020813
	Iteration 36Q: 3 clusters Score -231069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -231069.703125 Penalty: 758.020813
	Iteration 37Q: 3 clusters Score -231069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -231070.484375 Penalty: 758.020813
	Iteration 38Q: 3 clusters Score -231070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -231070.531250 Penalty: 758.020813
	Iteration 39Q: 3 clusters Score -231070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -231071.125000 Penalty: 758.020813
	Iteration 40F: 3 clusters Score -231071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -231072.937500 Penalty: 758.020813
	Iteration 41Q: 3 clusters Score -231072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -231073.484375 Penalty: 758.020813
	Iteration 42Q: 3 clusters Score -231073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -231073.968750 Penalty: 758.020813
	Iteration 43Q: 3 clusters Score -231074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -231073.968750 Penalty: 758.020813
	Iteration 44F: 3 clusters Score -231074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179485 members 
Entering Unmasked Estep 
Score: -10464949.000000 Penalty: 550.452026
	Iteration 0F: 2 clusters Score -1.046495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -10353842.000000 Penalty: 1100.904053
	Iteration 0F: 3 clusters Score -1.035384e+07 nChanged 87924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -10412720.000000 Penalty: 1100.904053
	Iteration 1F: 3 clusters Score -1.041272e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -10418650.000000 Penalty: 1100.904053
	Iteration 2F: 3 clusters Score -1.041865e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -10426686.000000 Penalty: 1100.904053
	Iteration 3F: 3 clusters Score -1.042669e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -10435712.000000 Penalty: 1100.904053
	Iteration 4F: 3 clusters Score -1.043571e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -10441235.000000 Penalty: 1100.904053
	Iteration 5F: 3 clusters Score -1.044124e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -10443048.000000 Penalty: 1100.904053
	Iteration 6Q: 3 clusters Score -1.044305e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112076 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -10443993.000000 Penalty: 1100.904053
	Iteration 7Q: 3 clusters Score -1.044399e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -10444845.000000 Penalty: 1100.904053
	Iteration 8Q: 3 clusters Score -1.044484e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -10445806.000000 Penalty: 1100.904053
	Iteration 9Q: 3 clusters Score -1.044581e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122436 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -10446755.000000 Penalty: 1100.904053
	Iteration 10Q: 3 clusters Score -1.044676e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -10447946.000000 Penalty: 1100.904053
	Iteration 11Q: 3 clusters Score -1.044795e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130759 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -10449323.000000 Penalty: 1100.904053
	Iteration 12Q: 3 clusters Score -1.044932e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135600 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -10450845.000000 Penalty: 1100.904053
	Iteration 13Q: 3 clusters Score -1.045084e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140510 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -10452483.000000 Penalty: 1100.904053
	Iteration 14Q: 3 clusters Score -1.045248e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -10453759.000000 Penalty: 1100.904053
	Iteration 15Q: 3 clusters Score -1.045376e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150136 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -10455111.000000 Penalty: 1100.904053
	Iteration 16Q: 3 clusters Score -1.045511e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -10456145.000000 Penalty: 1100.904053
	Iteration 17Q: 3 clusters Score -1.045614e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -10457027.000000 Penalty: 1100.904053
	Iteration 18Q: 3 clusters Score -1.045703e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161887 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -10457676.000000 Penalty: 1100.904053
	Iteration 19Q: 3 clusters Score -1.045768e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164815 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -10458568.000000 Penalty: 1100.904053
	Iteration 20F: 3 clusters Score -1.045857e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -10459365.000000 Penalty: 1100.904053
	Iteration 21Q: 3 clusters Score -1.045936e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169960 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -10460149.000000 Penalty: 1100.904053
	Iteration 22Q: 3 clusters Score -1.046015e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171993 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -10461001.000000 Penalty: 1100.904053
	Iteration 23Q: 3 clusters Score -1.0461e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -10461705.000000 Penalty: 1100.904053
	Iteration 24Q: 3 clusters Score -1.04617e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175101 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -10462445.000000 Penalty: 1100.904053
	Iteration 25Q: 3 clusters Score -1.046244e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176217 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -10462837.000000 Penalty: 1100.904053
	Iteration 26Q: 3 clusters Score -1.046284e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10463311.000000 Penalty: 1100.904053
	Iteration 27Q: 3 clusters Score -1.046331e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10463528.000000 Penalty: 1100.904053
	Iteration 28Q: 3 clusters Score -1.046353e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178205 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10463793.000000 Penalty: 1100.904053
	Iteration 29Q: 3 clusters Score -1.046379e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178550 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10463965.000000 Penalty: 1100.904053
	Iteration 30Q: 3 clusters Score -1.046396e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10464092.000000 Penalty: 1100.904053
	Iteration 31Q: 3 clusters Score -1.046409e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178953 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10464239.000000 Penalty: 1100.904053
	Iteration 32Q: 3 clusters Score -1.046424e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179064 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10464328.000000 Penalty: 1100.904053
	Iteration 33Q: 3 clusters Score -1.046433e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179139 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10464393.000000 Penalty: 1100.904053
	Iteration 34Q: 3 clusters Score -1.046439e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179193 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10464480.000000 Penalty: 1100.904053
	Iteration 35Q: 3 clusters Score -1.046448e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10464491.000000 Penalty: 1100.904053
	Iteration 36Q: 3 clusters Score -1.046449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10464498.000000 Penalty: 1100.904053
	Iteration 37Q: 3 clusters Score -1.04645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10464528.000000 Penalty: 1100.904053
	Iteration 38Q: 3 clusters Score -1.046453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10464543.000000 Penalty: 1100.904053
	Iteration 39Q: 3 clusters Score -1.046454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10464541.000000 Penalty: 1100.904053
	Iteration 40F: 3 clusters Score -1.046454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10464547.000000 Penalty: 1100.904053
	Iteration 41Q: 3 clusters Score -1.046455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10464539.000000 Penalty: 1100.904053
	Iteration 42Q: 3 clusters Score -1.046454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10464549.000000 Penalty: 1100.904053
	Iteration 43Q: 3 clusters Score -1.046455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10464548.000000 Penalty: 1100.904053
	Iteration 44Q: 3 clusters Score -1.046455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10464547.000000 Penalty: 1100.904053
	Iteration 45Q: 3 clusters Score -1.046455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10464541.000000 Penalty: 1100.904053
	Iteration 46Q: 3 clusters Score -1.046454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10464546.000000 Penalty: 1100.904053
	Iteration 47Q: 3 clusters Score -1.046455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10464551.000000 Penalty: 1100.904053
	Iteration 48Q: 3 clusters Score -1.046455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10464562.000000 Penalty: 1100.904053
	Iteration 49Q: 3 clusters Score -1.046456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10464574.000000 Penalty: 1100.904053
	Iteration 50Q: 3 clusters Score -1.046457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10464572.000000 Penalty: 1100.904053
	Iteration 51Q: 3 clusters Score -1.046457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10464570.000000 Penalty: 1100.904053
	Iteration 52Q: 3 clusters Score -1.046457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10464559.000000 Penalty: 1100.904053
	Iteration 53Q: 3 clusters Score -1.046456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10464554.000000 Penalty: 1100.904053
	Iteration 54Q: 3 clusters Score -1.046455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10464557.000000 Penalty: 1100.904053
	Iteration 55Q: 3 clusters Score -1.046456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10464566.000000 Penalty: 1100.904053
	Iteration 56Q: 3 clusters Score -1.046457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10464565.000000 Penalty: 1100.904053
	Iteration 57Q: 3 clusters Score -1.046456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10464564.000000 Penalty: 1100.904053
	Iteration 58Q: 3 clusters Score -1.046456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10464561.000000 Penalty: 1100.904053
	Iteration 59Q: 3 clusters Score -1.046456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10464569.000000 Penalty: 1100.904053
	Iteration 60F: 3 clusters Score -1.046457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10464579.000000 Penalty: 1100.904053
	Iteration 61Q: 3 clusters Score -1.046458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179205 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10464592.000000 Penalty: 1100.904053
	Iteration 62Q: 3 clusters Score -1.046459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179202 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10464582.000000 Penalty: 1100.904053
	Iteration 63Q: 3 clusters Score -1.046458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179199 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10464582.000000 Penalty: 1100.904053
	Iteration 64Q: 3 clusters Score -1.046458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10464589.000000 Penalty: 1100.904053
	Iteration 65Q: 3 clusters Score -1.046459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10464588.000000 Penalty: 1100.904053
	Iteration 66Q: 3 clusters Score -1.046459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10464588.000000 Penalty: 1100.904053
	Iteration 67F: 3 clusters Score -1.046459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -96195.328125 Penalty: 339.189758
	Iteration 0F: 2 clusters Score -96195.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -94928.085938 Penalty: 678.379517
	Iteration 0F: 3 clusters Score -94928.09 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -95351.023438 Penalty: 678.379517
	Iteration 1F: 3 clusters Score -95351.02 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -95466.679688 Penalty: 678.379517
	Iteration 2F: 3 clusters Score -95466.68 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -95577.343750 Penalty: 678.379517
	Iteration 3F: 3 clusters Score -95577.34 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95684.164062 Penalty: 678.379517
	Iteration 4F: 3 clusters Score -95684.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -95769.882812 Penalty: 678.379517
	Iteration 5F: 3 clusters Score -95769.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95817.546875 Penalty: 678.379517
	Iteration 6Q: 3 clusters Score -95817.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95837.398438 Penalty: 678.379517
	Iteration 7Q: 3 clusters Score -95837.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95852.164062 Penalty: 678.379517
	Iteration 8Q: 3 clusters Score -95852.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95869.625000 Penalty: 678.379517
	Iteration 9Q: 3 clusters Score -95869.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95887.507812 Penalty: 678.379517
	Iteration 10Q: 3 clusters Score -95887.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95905.187500 Penalty: 678.379517
	Iteration 11Q: 3 clusters Score -95905.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95928.359375 Penalty: 678.379517
	Iteration 12Q: 3 clusters Score -95928.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95952.984375 Penalty: 678.379517
	Iteration 13Q: 3 clusters Score -95952.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95962.781250 Penalty: 678.379517
	Iteration 14Q: 3 clusters Score -95962.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95970.054688 Penalty: 678.379517
	Iteration 15Q: 3 clusters Score -95970.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95975.000000 Penalty: 678.379517
	Iteration 16Q: 3 clusters Score -95975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95981.578125 Penalty: 678.379517
	Iteration 17Q: 3 clusters Score -95981.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95991.734375 Penalty: 678.379517
	Iteration 18Q: 3 clusters Score -95991.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95994.484375 Penalty: 678.379517
	Iteration 19Q: 3 clusters Score -95994.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95996.625000 Penalty: 678.379517
	Iteration 20F: 3 clusters Score -95996.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95998.960938 Penalty: 678.379517
	Iteration 21Q: 3 clusters Score -95998.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96003.445312 Penalty: 678.379517
	Iteration 22Q: 3 clusters Score -96003.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96012.296875 Penalty: 678.379517
	Iteration 23Q: 3 clusters Score -96012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96019.640625 Penalty: 678.379517
	Iteration 24Q: 3 clusters Score -96019.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -96022.968750 Penalty: 678.379517
	Iteration 25Q: 3 clusters Score -96022.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96024.398438 Penalty: 678.379517
	Iteration 26Q: 3 clusters Score -96024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96024.398438 Penalty: 678.379517
	Iteration 27F: 3 clusters Score -96024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -24295.015625 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -24295.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23864.925781 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -23864.93 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23951.968750 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -23951.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23975.406250 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -23975.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24000.390625 Penalty: 545.677185
	Iteration 3F: 3 clusters Score -24000.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24015.189453 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -24015.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24021.728516 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -24021.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24026.398438 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -24026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24029.974609 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -24029.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24032.648438 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -24032.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24036.914062 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -24036.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24041.205078 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -24041.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24043.419922 Penalty: 545.677185
	Iteration 11Q: 3 clusters Score -24043.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24043.894531 Penalty: 545.677185
	Iteration 12Q: 3 clusters Score -24043.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24043.894531 Penalty: 545.677185
	Iteration 13F: 3 clusters Score -24043.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -92814.710938 Penalty: 337.060547
	Iteration 0F: 2 clusters Score -92814.71 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 819 members 
Entering Unmasked Estep 
Score: -91624.093750 Penalty: 674.121094
	Iteration 0F: 3 clusters Score -91624.09 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -91991.812500 Penalty: 674.121094
	Iteration 1F: 3 clusters Score -91991.81 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92054.195312 Penalty: 674.121094
	Iteration 2F: 3 clusters Score -92054.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92126.085938 Penalty: 674.121094
	Iteration 3F: 3 clusters Score -92126.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92176.523438 Penalty: 674.121094
	Iteration 4Q: 3 clusters Score -92176.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92210.710938 Penalty: 674.121094
	Iteration 5Q: 3 clusters Score -92210.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92242.796875 Penalty: 674.121094
	Iteration 6Q: 3 clusters Score -92242.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92282.484375 Penalty: 674.121094
	Iteration 7Q: 3 clusters Score -92282.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92333.054688 Penalty: 674.121094
	Iteration 8Q: 3 clusters Score -92333.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92372.734375 Penalty: 674.121094
	Iteration 9Q: 3 clusters Score -92372.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92408.015625 Penalty: 674.121094
	Iteration 10Q: 3 clusters Score -92408.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -92447.656250 Penalty: 674.121094
	Iteration 11Q: 3 clusters Score -92447.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -92489.343750 Penalty: 674.121094
	Iteration 12Q: 3 clusters Score -92489.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -92519.117188 Penalty: 674.121094
	Iteration 13Q: 3 clusters Score -92519.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -92548.609375 Penalty: 674.121094
	Iteration 14Q: 3 clusters Score -92548.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -92576.671875 Penalty: 674.121094
	Iteration 15Q: 3 clusters Score -92576.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -92599.046875 Penalty: 674.121094
	Iteration 16Q: 3 clusters Score -92599.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -92610.187500 Penalty: 674.121094
	Iteration 17Q: 3 clusters Score -92610.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -92614.539062 Penalty: 674.121094
	Iteration 18Q: 3 clusters Score -92614.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -92616.703125 Penalty: 674.121094
	Iteration 19Q: 3 clusters Score -92616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -92618.765625 Penalty: 674.121094
	Iteration 20F: 3 clusters Score -92618.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -92619.757812 Penalty: 674.121094
	Iteration 21Q: 3 clusters Score -92619.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -92620.343750 Penalty: 674.121094
	Iteration 22Q: 3 clusters Score -92620.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -92620.343750 Penalty: 674.121094
	Iteration 23F: 3 clusters Score -92620.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -50375.769531 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -50375.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49648.296875 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -49648.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49836.097656 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -49836.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49869.906250 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -49869.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49883.937500 Penalty: 618.612549
	Iteration 3Q: 3 clusters Score -49883.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49898.882812 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -49898.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49906.656250 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -49906.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49916.562500 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -49916.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49923.648438 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -49923.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49931.601562 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -49931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49942.218750 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -49942.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49951.796875 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -49951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49960.773438 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -49960.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49970.800781 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -49970.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49983.949219 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -49983.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49999.410156 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -49999.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50014.554688 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -50014.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50029.261719 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -50029.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50041.656250 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -50041.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50051.316406 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -50051.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50060.378906 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -50060.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50074.957031 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -50074.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50085.054688 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -50085.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50093.769531 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -50093.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50104.800781 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -50104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50113.187500 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -50113.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50116.300781 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -50116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50116.996094 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -50117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50117.906250 Penalty: 618.612549
	Iteration 27Q: 3 clusters Score -50117.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50118.632812 Penalty: 618.612549
	Iteration 28Q: 3 clusters Score -50118.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50119.105469 Penalty: 618.612549
	Iteration 29Q: 3 clusters Score -50119.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50119.519531 Penalty: 618.612549
	Iteration 30Q: 3 clusters Score -50119.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50120.101562 Penalty: 618.612549
	Iteration 31Q: 3 clusters Score -50120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50120.152344 Penalty: 618.612549
	Iteration 32Q: 3 clusters Score -50120.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50120.152344 Penalty: 618.612549
	Iteration 33F: 3 clusters Score -50120.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -309480.281250 Penalty: 393.581787
	Iteration 0F: 2 clusters Score -309480.3 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 2819 members 
Entering Unmasked Estep 
Score: -305704.593750 Penalty: 787.163574
	Iteration 0F: 3 clusters Score -305704.6 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -307106.656250 Penalty: 787.163574
	Iteration 1F: 3 clusters Score -307106.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -307284.125000 Penalty: 787.163574
	Iteration 2F: 3 clusters Score -307284.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -307552.687500 Penalty: 787.163574
	Iteration 3F: 3 clusters Score -307552.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -307935.718750 Penalty: 787.163574
	Iteration 4F: 3 clusters Score -307935.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -308295.625000 Penalty: 787.163574
	Iteration 5F: 3 clusters Score -308295.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -308524.281250 Penalty: 787.163574
	Iteration 6F: 3 clusters Score -308524.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -308629.968750 Penalty: 787.163574
	Iteration 7Q: 3 clusters Score -308630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -308689.781250 Penalty: 787.163574
	Iteration 8Q: 3 clusters Score -308689.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -308727.000000 Penalty: 787.163574
	Iteration 9Q: 3 clusters Score -308727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -308757.656250 Penalty: 787.163574
	Iteration 10Q: 3 clusters Score -308757.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -308786.312500 Penalty: 787.163574
	Iteration 11Q: 3 clusters Score -308786.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -308811.437500 Penalty: 787.163574
	Iteration 12Q: 3 clusters Score -308811.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -308844.312500 Penalty: 787.163574
	Iteration 13Q: 3 clusters Score -308844.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -308879.281250 Penalty: 787.163574
	Iteration 14Q: 3 clusters Score -308879.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -308909.187500 Penalty: 787.163574
	Iteration 15Q: 3 clusters Score -308909.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -308934.031250 Penalty: 787.163574
	Iteration 16Q: 3 clusters Score -308934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -308962.062500 Penalty: 787.163574
	Iteration 17Q: 3 clusters Score -308962.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -308991.718750 Penalty: 787.163574
	Iteration 18Q: 3 clusters Score -308991.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -309018.875000 Penalty: 787.163574
	Iteration 19Q: 3 clusters Score -309018.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -309051.156250 Penalty: 787.163574
	Iteration 20F: 3 clusters Score -309051.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -309080.656250 Penalty: 787.163574
	Iteration 21Q: 3 clusters Score -309080.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -309101.343750 Penalty: 787.163574
	Iteration 22Q: 3 clusters Score -309101.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -309114.093750 Penalty: 787.163574
	Iteration 23Q: 3 clusters Score -309114.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -309122.781250 Penalty: 787.163574
	Iteration 24Q: 3 clusters Score -309122.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -309136.593750 Penalty: 787.163574
	Iteration 25Q: 3 clusters Score -309136.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -309150.843750 Penalty: 787.163574
	Iteration 26Q: 3 clusters Score -309150.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -309161.593750 Penalty: 787.163574
	Iteration 27Q: 3 clusters Score -309161.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -309166.687500 Penalty: 787.163574
	Iteration 28Q: 3 clusters Score -309166.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -309171.718750 Penalty: 787.163574
	Iteration 29Q: 3 clusters Score -309171.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -309176.375000 Penalty: 787.163574
	Iteration 30Q: 3 clusters Score -309176.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -309178.125000 Penalty: 787.163574
	Iteration 31Q: 3 clusters Score -309178.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -309180.031250 Penalty: 787.163574
	Iteration 32Q: 3 clusters Score -309180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -309181.156250 Penalty: 787.163574
	Iteration 33Q: 3 clusters Score -309181.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -309183.375000 Penalty: 787.163574
	Iteration 34Q: 3 clusters Score -309183.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -309184.437500 Penalty: 787.163574
	Iteration 35Q: 3 clusters Score -309184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -309185.250000 Penalty: 787.163574
	Iteration 36Q: 3 clusters Score -309185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -309186.625000 Penalty: 787.163574
	Iteration 37Q: 3 clusters Score -309186.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -309187.468750 Penalty: 787.163574
	Iteration 38Q: 3 clusters Score -309187.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -309188.906250 Penalty: 787.163574
	Iteration 39Q: 3 clusters Score -309188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -309189.093750 Penalty: 787.163574
	Iteration 40F: 3 clusters Score -309189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -309189.687500 Penalty: 787.163574
	Iteration 41Q: 3 clusters Score -309189.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -309190.562500 Penalty: 787.163574
	Iteration 42Q: 3 clusters Score -309190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -309190.968750 Penalty: 787.163574
	Iteration 43Q: 3 clusters Score -309191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -309190.968750 Penalty: 787.163574
	Iteration 44Q: 3 clusters Score -309191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -309191.250000 Penalty: 787.163574
	Iteration 45Q: 3 clusters Score -309191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -309191.906250 Penalty: 787.163574
	Iteration 46Q: 3 clusters Score -309191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -309191.781250 Penalty: 787.163574
	Iteration 47Q: 3 clusters Score -309191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -309192.250000 Penalty: 787.163574
	Iteration 48Q: 3 clusters Score -309192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -309192.375000 Penalty: 787.163574
	Iteration 49Q: 3 clusters Score -309192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -309192.718750 Penalty: 787.163574
	Iteration 50Q: 3 clusters Score -309192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -309193.250000 Penalty: 787.163574
	Iteration 51Q: 3 clusters Score -309193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -309193.218750 Penalty: 787.163574
	Iteration 52Q: 3 clusters Score -309193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -309194.000000 Penalty: 787.163574
	Iteration 53Q: 3 clusters Score -309194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -309195.031250 Penalty: 787.163574
	Iteration 54Q: 3 clusters Score -309195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -309195.781250 Penalty: 787.163574
	Iteration 55Q: 3 clusters Score -309195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -309198.625000 Penalty: 787.163574
	Iteration 56Q: 3 clusters Score -309198.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -309199.843750 Penalty: 787.163574
	Iteration 57Q: 3 clusters Score -309199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -309202.281250 Penalty: 787.163574
	Iteration 58Q: 3 clusters Score -309202.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -309204.406250 Penalty: 787.163574
	Iteration 59Q: 3 clusters Score -309204.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -309208.312500 Penalty: 787.163574
	Iteration 60F: 3 clusters Score -309208.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -309212.093750 Penalty: 787.163574
	Iteration 61Q: 3 clusters Score -309212.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -309214.781250 Penalty: 787.163574
	Iteration 62Q: 3 clusters Score -309214.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -309218.593750 Penalty: 787.163574
	Iteration 63Q: 3 clusters Score -309218.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -309221.968750 Penalty: 787.163574
	Iteration 64Q: 3 clusters Score -309222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -309225.093750 Penalty: 787.163574
	Iteration 65Q: 3 clusters Score -309225.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -309228.500000 Penalty: 787.163574
	Iteration 66Q: 3 clusters Score -309228.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -309232.156250 Penalty: 787.163574
	Iteration 67Q: 3 clusters Score -309232.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -309236.968750 Penalty: 787.163574
	Iteration 68Q: 3 clusters Score -309237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -309241.718750 Penalty: 787.163574
	Iteration 69Q: 3 clusters Score -309241.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -309246.562500 Penalty: 787.163574
	Iteration 70Q: 3 clusters Score -309246.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -309249.875000 Penalty: 787.163574
	Iteration 71Q: 3 clusters Score -309249.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -309252.968750 Penalty: 787.163574
	Iteration 72Q: 3 clusters Score -309253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -309256.000000 Penalty: 787.163574
	Iteration 73Q: 3 clusters Score -309256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -309261.500000 Penalty: 787.163574
	Iteration 74Q: 3 clusters Score -309261.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -309265.156250 Penalty: 787.163574
	Iteration 75Q: 3 clusters Score -309265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -309266.406250 Penalty: 787.163574
	Iteration 76Q: 3 clusters Score -309266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -309267.250000 Penalty: 787.163574
	Iteration 77Q: 3 clusters Score -309267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -309267.531250 Penalty: 787.163574
	Iteration 78Q: 3 clusters Score -309267.5 nChanged 4
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: -309268.062500 Penalty: 787.163574
	Iteration 79Q: 3 clusters Score -309268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -309268.718750 Penalty: 787.163574
	Iteration 80F: 3 clusters Score -309268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -309269.187500 Penalty: 787.163574
	Iteration 81Q: 3 clusters Score -309269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -309269.781250 Penalty: 787.163574
	Iteration 82Q: 3 clusters Score -309269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -309269.156250 Penalty: 787.163574
	Iteration 83Q: 3 clusters Score -309269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -309269.593750 Penalty: 787.163574
	Iteration 84Q: 3 clusters Score -309269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -309270.375000 Penalty: 787.163574
	Iteration 85Q: 3 clusters Score -309270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -309270.500000 Penalty: 787.163574
	Iteration 86Q: 3 clusters Score -309270.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -309271.125000 Penalty: 787.163574
	Iteration 87Q: 3 clusters Score -309271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -309271.937500 Penalty: 787.163574
	Iteration 88Q: 3 clusters Score -309271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -309273.843750 Penalty: 787.163574
	Iteration 89Q: 3 clusters Score -309273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -309273.843750 Penalty: 787.163574
	Iteration 90Q: 3 clusters Score -309273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -309274.531250 Penalty: 787.163574
	Iteration 91Q: 3 clusters Score -309274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -309274.312500 Penalty: 787.163574
	Iteration 92Q: 3 clusters Score -309274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -309274.906250 Penalty: 787.163574
	Iteration 93Q: 3 clusters Score -309274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -309274.468750 Penalty: 787.163574
	Iteration 94Q: 3 clusters Score -309274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -309274.937500 Penalty: 787.163574
	Iteration 95Q: 3 clusters Score -309274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -309274.812500 Penalty: 787.163574
	Iteration 96Q: 3 clusters Score -309274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -309274.906250 Penalty: 787.163574
	Iteration 97Q: 3 clusters Score -309274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -309274.906250 Penalty: 787.163574
	Iteration 98F: 3 clusters Score -309274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -158685.000000 Penalty: 364.183411
	Iteration 0F: 2 clusters Score -158685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -156601.765625 Penalty: 728.366821
	Iteration 0F: 3 clusters Score -156601.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -157323.921875 Penalty: 728.366821
	Iteration 1F: 3 clusters Score -157323.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -157420.515625 Penalty: 728.366821
	Iteration 2F: 3 clusters Score -157420.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -157491.046875 Penalty: 728.366821
	Iteration 3F: 3 clusters Score -157491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -157548.687500 Penalty: 728.366821
	Iteration 4Q: 3 clusters Score -157548.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -157617.343750 Penalty: 728.366821
	Iteration 5Q: 3 clusters Score -157617.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -157687.453125 Penalty: 728.366821
	Iteration 6Q: 3 clusters Score -157687.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157776.593750 Penalty: 728.366821
	Iteration 7Q: 3 clusters Score -157776.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -157872.718750 Penalty: 728.366821
	Iteration 8Q: 3 clusters Score -157872.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157975.171875 Penalty: 728.366821
	Iteration 9Q: 3 clusters Score -157975.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158071.265625 Penalty: 728.366821
	Iteration 10Q: 3 clusters Score -158071.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -158144.187500 Penalty: 728.366821
	Iteration 11Q: 3 clusters Score -158144.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -158208.062500 Penalty: 728.366821
	Iteration 12Q: 3 clusters Score -158208.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -158258.218750 Penalty: 728.366821
	Iteration 13Q: 3 clusters Score -158258.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -158291.531250 Penalty: 728.366821
	Iteration 14Q: 3 clusters Score -158291.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -158322.046875 Penalty: 728.366821
	Iteration 15Q: 3 clusters Score -158322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -158339.781250 Penalty: 728.366821
	Iteration 16Q: 3 clusters Score -158339.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -158357.296875 Penalty: 728.366821
	Iteration 17Q: 3 clusters Score -158357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -158372.156250 Penalty: 728.366821
	Iteration 18Q: 3 clusters Score -158372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -158380.515625 Penalty: 728.366821
	Iteration 19Q: 3 clusters Score -158380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -158389.781250 Penalty: 728.366821
	Iteration 20F: 3 clusters Score -158389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -158395.406250 Penalty: 728.366821
	Iteration 21Q: 3 clusters Score -158395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -158400.390625 Penalty: 728.366821
	Iteration 22Q: 3 clusters Score -158400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -158403.359375 Penalty: 728.366821
	Iteration 23Q: 3 clusters Score -158403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -158404.312500 Penalty: 728.366821
	Iteration 24Q: 3 clusters Score -158404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -158404.312500 Penalty: 728.366821
	Iteration 25F: 3 clusters Score -158404.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1898.681274 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1898.681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1796.130493 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1796.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1837.524414 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1837.524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Entering Unmasked Estep 
Score: -942807.750000 Penalty: 441.540314
	Iteration 0F: 2 clusters Score -942807.8 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 8141 members 
Entering Unmasked Estep 
Score: -931885.812500 Penalty: 883.080627
	Iteration 0F: 3 clusters Score -931885.8 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -936368.562500 Penalty: 883.080627
	Iteration 1F: 3 clusters Score -936368.6 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -936709.437500 Penalty: 883.080627
	Iteration 2F: 3 clusters Score -936709.4 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -937147.312500 Penalty: 883.080627
	Iteration 3F: 3 clusters Score -937147.3 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -937730.062500 Penalty: 883.080627
	Iteration 4F: 3 clusters Score -937730.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -938403.500000 Penalty: 883.080627
	Iteration 5F: 3 clusters Score -938403.5 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -939206.875000 Penalty: 883.080627
	Iteration 6F: 3 clusters Score -939206.9 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -940068.250000 Penalty: 883.080627
	Iteration 7F: 3 clusters Score -940068.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -940790.500000 Penalty: 883.080627
	Iteration 8F: 3 clusters Score -940790.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -941314.937500 Penalty: 883.080627
	Iteration 9Q: 3 clusters Score -941314.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -941703.687500 Penalty: 883.080627
	Iteration 10Q: 3 clusters Score -941703.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -941976.625000 Penalty: 883.080627
	Iteration 11Q: 3 clusters Score -941976.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -942146.875000 Penalty: 883.080627
	Iteration 12Q: 3 clusters Score -942146.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -942251.812500 Penalty: 883.080627
	Iteration 13Q: 3 clusters Score -942251.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -942307.750000 Penalty: 883.080627
	Iteration 14Q: 3 clusters Score -942307.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -942345.312500 Penalty: 883.080627
	Iteration 15Q: 3 clusters Score -942345.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -942379.937500 Penalty: 883.080627
	Iteration 16Q: 3 clusters Score -942379.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -942394.375000 Penalty: 883.080627
	Iteration 17Q: 3 clusters Score -942394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -942399.187500 Penalty: 883.080627
	Iteration 18Q: 3 clusters Score -942399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -942410.000000 Penalty: 883.080627
	Iteration 19Q: 3 clusters Score -942410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -942418.562500 Penalty: 883.080627
	Iteration 20F: 3 clusters Score -942418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -942427.437500 Penalty: 883.080627
	Iteration 21Q: 3 clusters Score -942427.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -942441.687500 Penalty: 883.080627
	Iteration 22Q: 3 clusters Score -942441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -942450.750000 Penalty: 883.080627
	Iteration 23Q: 3 clusters Score -942450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -942456.250000 Penalty: 883.080627
	Iteration 24Q: 3 clusters Score -942456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -942460.750000 Penalty: 883.080627
	Iteration 25Q: 3 clusters Score -942460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -942464.562500 Penalty: 883.080627
	Iteration 26Q: 3 clusters Score -942464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -942469.375000 Penalty: 883.080627
	Iteration 27Q: 3 clusters Score -942469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -942473.187500 Penalty: 883.080627
	Iteration 28Q: 3 clusters Score -942473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -942472.187500 Penalty: 883.080627
	Iteration 29Q: 3 clusters Score -942472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -942472.187500 Penalty: 883.080627
	Iteration 30F: 3 clusters Score -942472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6694.299805 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6491.198242 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6491.198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6562.773926 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6562.774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6591.015625 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6591.016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6671.285156 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -6671.285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6681.754395 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6681.754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6708.965820 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6708.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6711.001953 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -6711.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6711.001953 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -6711.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134522 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 43 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 179485 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 92 members 
Mstep: Class 23 contains 1194 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 756 members 
Entering Unmasked Estep 
Score: -23054478.000000 Penalty: 14697.050781
Splitting cluster 22 changes total score from -23054874.000000 to -23054478.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -69111.054688 Penalty: 322.370422
	Iteration 0F: 2 clusters Score -69111.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -68194.421875 Penalty: 644.740845
	Iteration 0F: 3 clusters Score -68194.42 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -68556.460938 Penalty: 644.740845
	Iteration 1F: 3 clusters Score -68556.46 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -68662.382812 Penalty: 644.740845
	Iteration 2F: 3 clusters Score -68662.38 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -68751.929688 Penalty: 644.740845
	Iteration 3F: 3 clusters Score -68751.93 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -68852.226562 Penalty: 644.740845
	Iteration 4F: 3 clusters Score -68852.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -68945.992188 Penalty: 644.740845
	Iteration 5F: 3 clusters Score -68945.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -68986.726562 Penalty: 644.740845
	Iteration 6Q: 3 clusters Score -68986.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -69023.210938 Penalty: 644.740845
	Iteration 7Q: 3 clusters Score -69023.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -69048.632812 Penalty: 644.740845
	Iteration 8Q: 3 clusters Score -69048.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69068.187500 Penalty: 644.740845
	Iteration 9Q: 3 clusters Score -69068.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -69083.343750 Penalty: 644.740845
	Iteration 10Q: 3 clusters Score -69083.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -69106.695312 Penalty: 644.740845
	Iteration 11Q: 3 clusters Score -69106.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -69128.945312 Penalty: 644.740845
	Iteration 12Q: 3 clusters Score -69128.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -69149.781250 Penalty: 644.740845
	Iteration 13Q: 3 clusters Score -69149.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -69180.046875 Penalty: 644.740845
	Iteration 14Q: 3 clusters Score -69180.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -69217.500000 Penalty: 644.740845
	Iteration 15Q: 3 clusters Score -69217.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -69253.203125 Penalty: 644.740845
	Iteration 16Q: 3 clusters Score -69253.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -69289.335938 Penalty: 644.740845
	Iteration 17Q: 3 clusters Score -69289.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -69315.984375 Penalty: 644.740845
	Iteration 18Q: 3 clusters Score -69315.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -69332.601562 Penalty: 644.740845
	Iteration 19Q: 3 clusters Score -69332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -69348.632812 Penalty: 644.740845
	Iteration 20F: 3 clusters Score -69348.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -69361.046875 Penalty: 644.740845
	Iteration 21Q: 3 clusters Score -69361.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -69371.656250 Penalty: 644.740845
	Iteration 22Q: 3 clusters Score -69371.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69375.429688 Penalty: 644.740845
	Iteration 23Q: 3 clusters Score -69375.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69375.429688 Penalty: 644.740845
	Iteration 24F: 3 clusters Score -69375.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134522 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 179485 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 756 members 
Entering Unmasked Estep 
Score: -23054842.000000 Penalty: 14697.050781
Splitting cluster 23 changes total score from -23054874.000000 to -23054842.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -55445.078125 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -55445.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54643.226562 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -54643.23 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -54884.199219 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -54884.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54935.906250 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -54935.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54964.214844 Penalty: 630.496948
	Iteration 3Q: 3 clusters Score -54964.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54988.488281 Penalty: 630.496948
	Iteration 4Q: 3 clusters Score -54988.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55013.222656 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -55013.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55035.085938 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -55035.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55052.785156 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -55052.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55086.433594 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -55086.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55118.968750 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -55118.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -55134.246094 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -55134.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -55150.195312 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -55150.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -55164.656250 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -55164.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -55175.359375 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -55175.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -55179.683594 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -55179.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -55182.851562 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -55182.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -55186.367188 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -55186.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -55186.433594 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -55186.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -55186.433594 Penalty: 630.496948
	Iteration 18F: 3 clusters Score -55186.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -37876.347656 Penalty: 301.575867
	Iteration 0F: 2 clusters Score -37876.35 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 370 members 
Entering Unmasked Estep 
Score: -37283.644531 Penalty: 603.151733
	Iteration 0F: 3 clusters Score -37283.64 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37554.160156 Penalty: 603.151733
	Iteration 1F: 3 clusters Score -37554.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37637.375000 Penalty: 603.151733
	Iteration 2F: 3 clusters Score -37637.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37725.992188 Penalty: 603.151733
	Iteration 3F: 3 clusters Score -37725.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37792.609375 Penalty: 603.151733
	Iteration 4F: 3 clusters Score -37792.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37833.164062 Penalty: 603.151733
	Iteration 5Q: 3 clusters Score -37833.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37859.566406 Penalty: 603.151733
	Iteration 6Q: 3 clusters Score -37859.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37878.648438 Penalty: 603.151733
	Iteration 7Q: 3 clusters Score -37878.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37883.230469 Penalty: 603.151733
	Iteration 8Q: 3 clusters Score -37883.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37885.992188 Penalty: 603.151733
	Iteration 9Q: 3 clusters Score -37885.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37886.921875 Penalty: 603.151733
	Iteration 10Q: 3 clusters Score -37886.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37886.921875 Penalty: 603.151733
	Iteration 11F: 3 clusters Score -37886.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134522 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 171 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 179485 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1194 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 585 members 
Entering Unmasked Estep 
Score: -23054572.000000 Penalty: 14697.050781
Splitting cluster 25 changes total score from -23054874.000000 to -23054572.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134522 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 179485 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16386 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1194 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054838.000000 Penalty: 14109.168945
Iteration 119Q: 25 clusters Score -2.305484e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134590 members 
Mstep: Class 4 contains 37967 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 179387 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3001 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16384 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1195 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054890.000000 Penalty: 14109.168945
Iteration 120F: 25 clusters Score -2.305489e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134629 members 
Mstep: Class 4 contains 37965 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13688 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 179302 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16397 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1195 members 
Mstep: Class 24 contains 1022 members 
Mstep: Class 25 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054878.000000 Penalty: 14109.168945
Iteration 121Q: 25 clusters Score -2.305488e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134631 members 
Mstep: Class 4 contains 37964 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13717 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 179249 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3011 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16409 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054824.000000 Penalty: 14109.168945
Iteration 122Q: 25 clusters Score -2.305482e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134629 members 
Mstep: Class 4 contains 37961 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13753 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4160 members 
Mstep: Class 13 contains 179187 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 3015 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16425 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054860.000000 Penalty: 14109.168945
Iteration 123Q: 25 clusters Score -2.305486e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134614 members 
Mstep: Class 4 contains 37960 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13791 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 179131 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16445 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 1039 members 
Mstep: Class 25 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054796.000000 Penalty: 14109.168945
Iteration 124Q: 25 clusters Score -2.30548e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134604 members 
Mstep: Class 4 contains 37968 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13824 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4165 members 
Mstep: Class 13 contains 179062 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16471 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054766.000000 Penalty: 14109.168945
Iteration 125Q: 25 clusters Score -2.305477e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134611 members 
Mstep: Class 4 contains 37976 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13861 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 178968 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1197 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054740.000000 Penalty: 14109.168945
Iteration 126Q: 25 clusters Score -2.305474e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134620 members 
Mstep: Class 4 contains 37976 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13892 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 178904 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5713 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16498 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1199 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054706.000000 Penalty: 14109.168945
Iteration 127Q: 25 clusters Score -2.305471e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134605 members 
Mstep: Class 4 contains 37984 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13925 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 178852 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1199 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054730.000000 Penalty: 14109.168945
Iteration 128Q: 25 clusters Score -2.305473e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134593 members 
Mstep: Class 4 contains 37989 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13951 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 178822 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16526 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1200 members 
Mstep: Class 24 contains 1061 members 
Mstep: Class 25 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054772.000000 Penalty: 14109.168945
Iteration 129Q: 25 clusters Score -2.305477e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134584 members 
Mstep: Class 4 contains 37993 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178781 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16524 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1203 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054774.000000 Penalty: 14109.168945
Iteration 130Q: 25 clusters Score -2.305477e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134580 members 
Mstep: Class 4 contains 37994 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14014 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 178744 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16518 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1205 members 
Mstep: Class 24 contains 1068 members 
Mstep: Class 25 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054808.000000 Penalty: 14109.168945
Iteration 131Q: 25 clusters Score -2.305481e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134569 members 
Mstep: Class 4 contains 37990 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14045 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 178707 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3059 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16536 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 1069 members 
Mstep: Class 25 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054804.000000 Penalty: 14109.168945
Iteration 132Q: 25 clusters Score -2.30548e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134568 members 
Mstep: Class 4 contains 37988 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14083 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178664 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16542 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 1070 members 
Mstep: Class 25 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054826.000000 Penalty: 14109.168945
Iteration 133Q: 25 clusters Score -2.305483e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134561 members 
Mstep: Class 4 contains 37984 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 178631 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1206 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054864.000000 Penalty: 14109.168945
Iteration 134Q: 25 clusters Score -2.305486e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134584 members 
Mstep: Class 4 contains 37984 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14142 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 178578 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 3065 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054846.000000 Penalty: 14109.168945
Iteration 135Q: 25 clusters Score -2.305485e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134578 members 
Mstep: Class 4 contains 37980 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 178552 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3065 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054892.000000 Penalty: 14109.168945
Iteration 136Q: 25 clusters Score -2.305489e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134581 members 
Mstep: Class 4 contains 37980 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14202 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 178525 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054896.000000 Penalty: 14109.168945
Iteration 137Q: 25 clusters Score -2.30549e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134591 members 
Mstep: Class 4 contains 37978 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14222 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 178495 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054878.000000 Penalty: 14109.168945
Iteration 138Q: 25 clusters Score -2.305488e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134616 members 
Mstep: Class 4 contains 37975 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 178459 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054874.000000 Penalty: 14109.168945
Iteration 139Q: 25 clusters Score -2.305487e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134637 members 
Mstep: Class 4 contains 37973 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14248 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178425 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16560 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054854.000000 Penalty: 14109.168945
Iteration 140F: 25 clusters Score -2.305485e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134642 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14259 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 178406 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16569 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054860.000000 Penalty: 14109.168945
Iteration 141Q: 25 clusters Score -2.305486e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134653 members 
Mstep: Class 4 contains 37961 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 178387 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16571 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054884.000000 Penalty: 14109.168945
Iteration 142Q: 25 clusters Score -2.305488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134665 members 
Mstep: Class 4 contains 37958 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14289 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 178357 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16576 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1207 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054854.000000 Penalty: 14109.168945
Iteration 143Q: 25 clusters Score -2.305485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134670 members 
Mstep: Class 4 contains 37954 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14307 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 178334 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16578 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1208 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054848.000000 Penalty: 14109.168945
Iteration 144Q: 25 clusters Score -2.305485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134667 members 
Mstep: Class 4 contains 37949 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14322 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 178323 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16581 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1208 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054832.000000 Penalty: 14109.168945
Iteration 145Q: 25 clusters Score -2.305483e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134666 members 
Mstep: Class 4 contains 37943 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14336 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178312 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16584 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1208 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054806.000000 Penalty: 14109.168945
Iteration 146Q: 25 clusters Score -2.305481e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134681 members 
Mstep: Class 4 contains 37942 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14343 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178288 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16586 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054818.000000 Penalty: 14109.168945
Iteration 147Q: 25 clusters Score -2.305482e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134692 members 
Mstep: Class 4 contains 37934 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14352 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178274 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16589 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054806.000000 Penalty: 14109.168945
Iteration 148Q: 25 clusters Score -2.305481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134701 members 
Mstep: Class 4 contains 37928 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14363 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178259 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16591 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054824.000000 Penalty: 14109.168945
Iteration 149Q: 25 clusters Score -2.305482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134708 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178235 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054826.000000 Penalty: 14109.168945
Iteration 150Q: 25 clusters Score -2.305483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134719 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 178217 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054806.000000 Penalty: 14109.168945
Iteration 151Q: 25 clusters Score -2.305481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134726 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 178199 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16603 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 587.775269 but Gain 587.881836
Score: -23054832.000000 Penalty: 13521.287109
Iteration 152Q: 24 clusters Score -2.305483e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134736 members 
Mstep: Class 4 contains 38151 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14397 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 178312 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16603 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1090 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055204.000000 Penalty: 13521.287109
Iteration 153Q: 24 clusters Score -2.30552e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134766 members 
Mstep: Class 4 contains 38193 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 178231 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 3065 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16613 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1091 members 
Mstep: Class 25 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055208.000000 Penalty: 13521.287109
Iteration 154Q: 24 clusters Score -2.305521e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134768 members 
Mstep: Class 4 contains 38219 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14408 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 178182 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16627 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1094 members 
Mstep: Class 25 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055184.000000 Penalty: 13521.287109
Iteration 155Q: 24 clusters Score -2.305518e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134773 members 
Mstep: Class 4 contains 38231 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14412 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 178151 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16636 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055208.000000 Penalty: 13521.287109
Iteration 156Q: 24 clusters Score -2.305521e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134771 members 
Mstep: Class 4 contains 38245 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 178127 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 3065 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16642 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1101 members 
Mstep: Class 25 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055234.000000 Penalty: 13521.287109
Iteration 157Q: 24 clusters Score -2.305523e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134781 members 
Mstep: Class 4 contains 38259 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14424 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 178099 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3066 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16649 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055222.000000 Penalty: 13521.287109
Iteration 158Q: 24 clusters Score -2.305522e+07 nChanged 85
Entering ConstructFrom: 
Score: -23055222.000000 Penalty: 13521.287109
Entering ConstructFrom: 
Trying to split cluster 1 (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: -38068.074219 Penalty: 297.221222
	Iteration 0F: 2 clusters Score -38068.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37442.707031 Penalty: 594.442444
	Iteration 0F: 3 clusters Score -37442.71 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37668.214844 Penalty: 594.442444
	Iteration 1F: 3 clusters Score -37668.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37754.183594 Penalty: 594.442444
	Iteration 2F: 3 clusters Score -37754.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37831.261719 Penalty: 594.442444
	Iteration 3F: 3 clusters Score -37831.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -37872.421875 Penalty: 594.442444
	Iteration 4Q: 3 clusters Score -37872.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37900.660156 Penalty: 594.442444
	Iteration 5Q: 3 clusters Score -37900.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37910.410156 Penalty: 594.442444
	Iteration 6Q: 3 clusters Score -37910.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37914.324219 Penalty: 594.442444
	Iteration 7Q: 3 clusters Score -37914.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37918.390625 Penalty: 594.442444
	Iteration 8Q: 3 clusters Score -37918.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37920.929688 Penalty: 594.442444
	Iteration 9Q: 3 clusters Score -37920.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37924.097656 Penalty: 594.442444
	Iteration 10Q: 3 clusters Score -37924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37927.726562 Penalty: 594.442444
	Iteration 11Q: 3 clusters Score -37927.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -37932.054688 Penalty: 594.442444
	Iteration 12Q: 3 clusters Score -37932.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37934.671875 Penalty: 594.442444
	Iteration 13Q: 3 clusters Score -37934.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37938.953125 Penalty: 594.442444
	Iteration 14Q: 3 clusters Score -37938.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -37944.769531 Penalty: 594.442444
	Iteration 15Q: 3 clusters Score -37944.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -37947.421875 Penalty: 594.442444
	Iteration 16Q: 3 clusters Score -37947.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -37947.726562 Penalty: 594.442444
	Iteration 17Q: 3 clusters Score -37947.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -37947.726562 Penalty: 594.442444
	Iteration 18F: 3 clusters Score -37947.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -7120.142090 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -7120.142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6876.582520 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -6876.583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6946.839844 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -6946.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7008.740234 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -7008.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7041.425293 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -7041.425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7044.953613 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -7044.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7045.927246 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -7045.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7047.459473 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -7047.459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7068.187012 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -7068.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7068.187012 Penalty: 468.421997
	Iteration 8F: 3 clusters Score -7068.187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (134780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Entering Unmasked Estep 
Score: -8033216.000000 Penalty: 537.418701
	Iteration 0F: 2 clusters Score -8033216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -7948735.500000 Penalty: 1074.837402
	Iteration 0F: 3 clusters Score -7948736 nChanged 65959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -7988798.500000 Penalty: 1074.837402
	Iteration 1F: 3 clusters Score -7988798 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -7991404.500000 Penalty: 1074.837402
	Iteration 2Q: 3 clusters Score -7991404 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -7995032.000000 Penalty: 1074.837402
	Iteration 3F: 3 clusters Score -7995032 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -8000160.500000 Penalty: 1074.837402
	Iteration 4F: 3 clusters Score -8000160 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8006681.000000 Penalty: 1074.837402
	Iteration 5F: 3 clusters Score -8006681 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -8013970.000000 Penalty: 1074.837402
	Iteration 6F: 3 clusters Score -8013970 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -8018289.500000 Penalty: 1074.837402
	Iteration 7F: 3 clusters Score -8018290 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -8019618.000000 Penalty: 1074.837402
	Iteration 8Q: 3 clusters Score -8019618 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90846 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8020092.500000 Penalty: 1074.837402
	Iteration 9Q: 3 clusters Score -8020092 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -8020339.000000 Penalty: 1074.837402
	Iteration 10Q: 3 clusters Score -8020339 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8020537.000000 Penalty: 1074.837402
	Iteration 11Q: 3 clusters Score -8020537 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -8020778.000000 Penalty: 1074.837402
	Iteration 12Q: 3 clusters Score -8020778 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -8020986.000000 Penalty: 1074.837402
	Iteration 13Q: 3 clusters Score -8020986 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -8021271.500000 Penalty: 1074.837402
	Iteration 14Q: 3 clusters Score -8021272 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -8021466.500000 Penalty: 1074.837402
	Iteration 15Q: 3 clusters Score -8021466 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -8021647.500000 Penalty: 1074.837402
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Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8022081 nChanged 1286
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Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8022283 nChanged 1282
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Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8022462 nChanged 1208
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Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8022665 nChanged 1219
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Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8023666 nChanged 1031
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Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 56741 members 
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	Iteration 27Q: 3 clusters Score -8023806 nChanged 953
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Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8023919 nChanged 938
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Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8024058 nChanged 961
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Mstep: Class 2 contains 58515 members 
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	Iteration 30Q: 3 clusters Score -8024158 nChanged 937
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Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8024287 nChanged 912
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Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8024462 nChanged 811
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Mstep: Class 2 contains 60087 members 
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	Iteration 33Q: 3 clusters Score -8024641 nChanged 803
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Mstep: Class 2 contains 60510 members 
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Mstep: Class 2 contains 60916 members 
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	Iteration 35Q: 3 clusters Score -8024858 nChanged 772
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Mstep: Class 2 contains 61336 members 
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	Iteration 36Q: 3 clusters Score -8024955 nChanged 776
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Mstep: Class 2 contains 61726 members 
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	Iteration 37Q: 3 clusters Score -8025060 nChanged 775
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	Iteration 38Q: 3 clusters Score -8025159 nChanged 764
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	Iteration 39Q: 3 clusters Score -8025266 nChanged 741
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Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 63060 members 
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	Iteration 40F: 3 clusters Score -8025366 nChanged 706
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Mstep: Class 2 contains 63408 members 
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	Iteration 99Q: 3 clusters Score -8026148 nChanged 90
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	Iteration 100F: 3 clusters Score -8026167 nChanged 65
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	Iteration 101Q: 3 clusters Score -8026162 nChanged 59
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	Iteration 102Q: 3 clusters Score -8026164 nChanged 56
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	Iteration 108Q: 3 clusters Score -8026172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -8026182.500000 Penalty: 1074.837402
	Iteration 109Q: 3 clusters Score -8026182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -8026182.000000 Penalty: 1074.837402
	Iteration 110Q: 3 clusters Score -8026182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -8026169.000000 Penalty: 1074.837402
	Iteration 111Q: 3 clusters Score -8026169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -8026164.500000 Penalty: 1074.837402
	Iteration 112Q: 3 clusters Score -8026164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -8026167.500000 Penalty: 1074.837402
	Iteration 113Q: 3 clusters Score -8026168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8026163.500000 Penalty: 1074.837402
	Iteration 114Q: 3 clusters Score -8026164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -8026168.500000 Penalty: 1074.837402
	Iteration 115Q: 3 clusters Score -8026168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -8026186.500000 Penalty: 1074.837402
	Iteration 116Q: 3 clusters Score -8026186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -8026180.000000 Penalty: 1074.837402
	Iteration 117Q: 3 clusters Score -8026180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -8026175.000000 Penalty: 1074.837402
	Iteration 118Q: 3 clusters Score -8026175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -8026171.500000 Penalty: 1074.837402
	Iteration 119Q: 3 clusters Score -8026172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -8026171.500000 Penalty: 1074.837402
	Iteration 120F: 3 clusters Score -8026172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -8026161.500000 Penalty: 1074.837402
	Iteration 121Q: 3 clusters Score -8026162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -8026165.000000 Penalty: 1074.837402
	Iteration 122Q: 3 clusters Score -8026165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -8026163.000000 Penalty: 1074.837402
	Iteration 123Q: 3 clusters Score -8026163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -8026161.000000 Penalty: 1074.837402
	Iteration 124Q: 3 clusters Score -8026161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -8026157.500000 Penalty: 1074.837402
	Iteration 125Q: 3 clusters Score -8026158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -8026156.500000 Penalty: 1074.837402
	Iteration 126Q: 3 clusters Score -8026156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -8026154.500000 Penalty: 1074.837402
	Iteration 127Q: 3 clusters Score -8026154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -8026154.000000 Penalty: 1074.837402
	Iteration 128Q: 3 clusters Score -8026154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -8026149.000000 Penalty: 1074.837402
	Iteration 129Q: 3 clusters Score -8026149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -8026136.500000 Penalty: 1074.837402
	Iteration 130Q: 3 clusters Score -8026136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -8026142.500000 Penalty: 1074.837402
	Iteration 131Q: 3 clusters Score -8026142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -8026138.500000 Penalty: 1074.837402
	Iteration 132Q: 3 clusters Score -8026138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -8026135.000000 Penalty: 1074.837402
	Iteration 133Q: 3 clusters Score -8026135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -8026138.000000 Penalty: 1074.837402
	Iteration 134Q: 3 clusters Score -8026138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -8026138.500000 Penalty: 1074.837402
	Iteration 135Q: 3 clusters Score -8026138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -8026138.000000 Penalty: 1074.837402
	Iteration 136Q: 3 clusters Score -8026138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -8026138.500000 Penalty: 1074.837402
	Iteration 137Q: 3 clusters Score -8026138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -8026139.000000 Penalty: 1074.837402
	Iteration 138Q: 3 clusters Score -8026139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -8026141.000000 Penalty: 1074.837402
	Iteration 139Q: 3 clusters Score -8026141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -8026141.500000 Penalty: 1074.837402
	Iteration 140F: 3 clusters Score -8026142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -8026133.000000 Penalty: 1074.837402
	Iteration 141Q: 3 clusters Score -8026133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -8026130.000000 Penalty: 1074.837402
	Iteration 142Q: 3 clusters Score -8026130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -8026131.500000 Penalty: 1074.837402
	Iteration 143Q: 3 clusters Score -8026132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -8026134.500000 Penalty: 1074.837402
	Iteration 144Q: 3 clusters Score -8026134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -8026143.500000 Penalty: 1074.837402
	Iteration 145Q: 3 clusters Score -8026144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -8026139.000000 Penalty: 1074.837402
	Iteration 146Q: 3 clusters Score -8026139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -8026138.000000 Penalty: 1074.837402
	Iteration 147Q: 3 clusters Score -8026138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -8026136.500000 Penalty: 1074.837402
	Iteration 148Q: 3 clusters Score -8026136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -8026143.000000 Penalty: 1074.837402
	Iteration 149Q: 3 clusters Score -8026143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -8026139.000000 Penalty: 1074.837402
	Iteration 150Q: 3 clusters Score -8026139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -8026140.500000 Penalty: 1074.837402
	Iteration 151Q: 3 clusters Score -8026140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -8026141.000000 Penalty: 1074.837402
	Iteration 152Q: 3 clusters Score -8026141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -8026135.500000 Penalty: 1074.837402
	Iteration 153Q: 3 clusters Score -8026136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -8026137.000000 Penalty: 1074.837402
	Iteration 154Q: 3 clusters Score -8026137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -8026137.000000 Penalty: 1074.837402
	Iteration 155Q: 3 clusters Score -8026137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -8026142.500000 Penalty: 1074.837402
	Iteration 156Q: 3 clusters Score -8026142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -8026141.500000 Penalty: 1074.837402
	Iteration 157Q: 3 clusters Score -8026142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -8026142.000000 Penalty: 1074.837402
	Iteration 158Q: 3 clusters Score -8026142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -8026142.000000 Penalty: 1074.837402
	Iteration 159F: 3 clusters Score -8026142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Entering Unmasked Estep 
Score: -2134281.250000 Penalty: 480.129242
	Iteration 0F: 2 clusters Score -2134281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2108647.500000 Penalty: 960.258484
	Iteration 0F: 3 clusters Score -2108648 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2119843.750000 Penalty: 960.258484
	Iteration 1F: 3 clusters Score -2119844 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2120521.500000 Penalty: 960.258484
	Iteration 2Q: 3 clusters Score -2120522 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2121507.750000 Penalty: 960.258484
	Iteration 3Q: 3 clusters Score -2121508 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2122886.750000 Penalty: 960.258484
	Iteration 4F: 3 clusters Score -2122887 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2124644.750000 Penalty: 960.258484
	Iteration 5F: 3 clusters Score -2124645 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2126148.750000 Penalty: 960.258484
	Iteration 6F: 3 clusters Score -2126149 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2126916.750000 Penalty: 960.258484
	Iteration 7Q: 3 clusters Score -2126917 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2127176.500000 Penalty: 960.258484
	Iteration 8Q: 3 clusters Score -2127176 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2127269.750000 Penalty: 960.258484
	Iteration 9Q: 3 clusters Score -2127270 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2127330.750000 Penalty: 960.258484
	Iteration 10Q: 3 clusters Score -2127331 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2127371.750000 Penalty: 960.258484
	Iteration 11Q: 3 clusters Score -2127372 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2127419.000000 Penalty: 960.258484
	Iteration 12Q: 3 clusters Score -2127419 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2127466.500000 Penalty: 960.258484
	Iteration 13Q: 3 clusters Score -2127466 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2127519.500000 Penalty: 960.258484
	Iteration 14Q: 3 clusters Score -2127520 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2127556.500000 Penalty: 960.258484
	Iteration 15Q: 3 clusters Score -2127556 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2127600.000000 Penalty: 960.258484
	Iteration 16Q: 3 clusters Score -2127600 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2127631.500000 Penalty: 960.258484
	Iteration 17Q: 3 clusters Score -2127632 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2127659.500000 Penalty: 960.258484
	Iteration 18Q: 3 clusters Score -2127660 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2127685.750000 Penalty: 960.258484
	Iteration 19Q: 3 clusters Score -2127686 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2127707.250000 Penalty: 960.258484
	Iteration 20F: 3 clusters Score -2127707 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2127734.750000 Penalty: 960.258484
	Iteration 21Q: 3 clusters Score -2127735 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2127767.750000 Penalty: 960.258484
	Iteration 22Q: 3 clusters Score -2127768 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2127802.250000 Penalty: 960.258484
	Iteration 23Q: 3 clusters Score -2127802 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2127824.250000 Penalty: 960.258484
	Iteration 24Q: 3 clusters Score -2127824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2127856.750000 Penalty: 960.258484
	Iteration 25Q: 3 clusters Score -2127857 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2127877.500000 Penalty: 960.258484
	Iteration 26Q: 3 clusters Score -2127878 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2127906.000000 Penalty: 960.258484
	Iteration 27Q: 3 clusters Score -2127906 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2127927.750000 Penalty: 960.258484
	Iteration 28Q: 3 clusters Score -2127928 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2127939.000000 Penalty: 960.258484
	Iteration 29Q: 3 clusters Score -2127939 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2127970.000000 Penalty: 960.258484
	Iteration 30Q: 3 clusters Score -2127970 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2127988.750000 Penalty: 960.258484
	Iteration 31Q: 3 clusters Score -2127989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2128009.500000 Penalty: 960.258484
	Iteration 32Q: 3 clusters Score -2128010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2128024.250000 Penalty: 960.258484
	Iteration 33Q: 3 clusters Score -2128024 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2128048.000000 Penalty: 960.258484
	Iteration 34Q: 3 clusters Score -2128048 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2128073.750000 Penalty: 960.258484
	Iteration 35Q: 3 clusters Score -2128074 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2128097.500000 Penalty: 960.258484
	Iteration 36Q: 3 clusters Score -2128098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2128125.250000 Penalty: 960.258484
	Iteration 37Q: 3 clusters Score -2128125 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2128162.250000 Penalty: 960.258484
	Iteration 38Q: 3 clusters Score -2128162 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2128183.750000 Penalty: 960.258484
	Iteration 39Q: 3 clusters Score -2128184 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2128209.250000 Penalty: 960.258484
	Iteration 40F: 3 clusters Score -2128209 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2128243.000000 Penalty: 960.258484
	Iteration 41Q: 3 clusters Score -2128243 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2128273.250000 Penalty: 960.258484
	Iteration 42Q: 3 clusters Score -2128273 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2128314.500000 Penalty: 960.258484
	Iteration 43Q: 3 clusters Score -2128314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2128331.750000 Penalty: 960.258484
	Iteration 44Q: 3 clusters Score -2128332 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2128364.250000 Penalty: 960.258484
	Iteration 45Q: 3 clusters Score -2128364 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2128401.250000 Penalty: 960.258484
	Iteration 46Q: 3 clusters Score -2128401 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2128436.750000 Penalty: 960.258484
	Iteration 47Q: 3 clusters Score -2128437 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2128476.000000 Penalty: 960.258484
	Iteration 48Q: 3 clusters Score -2128476 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2128517.750000 Penalty: 960.258484
	Iteration 49Q: 3 clusters Score -2128518 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2128551.500000 Penalty: 960.258484
	Iteration 50Q: 3 clusters Score -2128552 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2128587.500000 Penalty: 960.258484
	Iteration 51Q: 3 clusters Score -2128588 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -2128615.000000 Penalty: 960.258484
	Iteration 52Q: 3 clusters Score -2128615 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2128650.500000 Penalty: 960.258484
	Iteration 53Q: 3 clusters Score -2128650 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -2128673.000000 Penalty: 960.258484
	Iteration 54Q: 3 clusters Score -2128673 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2128695.500000 Penalty: 960.258484
	Iteration 55Q: 3 clusters Score -2128696 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -2128738.500000 Penalty: 960.258484
	Iteration 56Q: 3 clusters Score -2128738 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2128762.750000 Penalty: 960.258484
	Iteration 57Q: 3 clusters Score -2128763 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -2128802.250000 Penalty: 960.258484
	Iteration 58Q: 3 clusters Score -2128802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2128857.250000 Penalty: 960.258484
	Iteration 59Q: 3 clusters Score -2128857 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2128929.250000 Penalty: 960.258484
	Iteration 60F: 3 clusters Score -2128929 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -2128981.250000 Penalty: 960.258484
	Iteration 61Q: 3 clusters Score -2128981 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2129052.250000 Penalty: 960.258484
	Iteration 62Q: 3 clusters Score -2129052 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2129128.000000 Penalty: 960.258484
	Iteration 63Q: 3 clusters Score -2129128 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -2129213.750000 Penalty: 960.258484
	Iteration 64Q: 3 clusters Score -2129214 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -2129332.250000 Penalty: 960.258484
	Iteration 65Q: 3 clusters Score -2129332 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -2129484.250000 Penalty: 960.258484
	Iteration 66Q: 3 clusters Score -2129484 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -2129650.250000 Penalty: 960.258484
	Iteration 67Q: 3 clusters Score -2129650 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -2129832.250000 Penalty: 960.258484
	Iteration 68Q: 3 clusters Score -2129832 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -2130063.000000 Penalty: 960.258484
	Iteration 69Q: 3 clusters Score -2130063 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -2130310.500000 Penalty: 960.258484
	Iteration 70Q: 3 clusters Score -2130310 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -2130640.000000 Penalty: 960.258484
	Iteration 71Q: 3 clusters Score -2130640 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -2131016.750000 Penalty: 960.258484
	Iteration 72Q: 3 clusters Score -2131017 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -2131413.250000 Penalty: 960.258484
	Iteration 73Q: 3 clusters Score -2131413 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -2131844.500000 Penalty: 960.258484
	Iteration 74Q: 3 clusters Score -2131844 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -2132280.250000 Penalty: 960.258484
	Iteration 75Q: 3 clusters Score -2132280 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -2132695.750000 Penalty: 960.258484
	Iteration 76Q: 3 clusters Score -2132696 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -2133047.000000 Penalty: 960.258484
	Iteration 77Q: 3 clusters Score -2133047 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -2133335.500000 Penalty: 960.258484
	Iteration 78Q: 3 clusters Score -2133336 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -2133538.000000 Penalty: 960.258484
	Iteration 79Q: 3 clusters Score -2133538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -2133655.500000 Penalty: 960.258484
	Iteration 80F: 3 clusters Score -2133656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -2133731.500000 Penalty: 960.258484
	Iteration 81Q: 3 clusters Score -2133732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -2133775.500000 Penalty: 960.258484
	Iteration 82Q: 3 clusters Score -2133776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -2133813.250000 Penalty: 960.258484
	Iteration 83Q: 3 clusters Score -2133813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -2133843.500000 Penalty: 960.258484
	Iteration 84Q: 3 clusters Score -2133844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -2133872.000000 Penalty: 960.258484
	Iteration 85Q: 3 clusters Score -2133872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -2133888.500000 Penalty: 960.258484
	Iteration 86Q: 3 clusters Score -2133888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -2133902.000000 Penalty: 960.258484
	Iteration 87Q: 3 clusters Score -2133902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -2133913.000000 Penalty: 960.258484
	Iteration 88Q: 3 clusters Score -2133913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -2133917.250000 Penalty: 960.258484
	Iteration 89Q: 3 clusters Score -2133917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -2133921.750000 Penalty: 960.258484
	Iteration 90Q: 3 clusters Score -2133922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -2133926.000000 Penalty: 960.258484
	Iteration 91Q: 3 clusters Score -2133926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -2133928.000000 Penalty: 960.258484
	Iteration 92Q: 3 clusters Score -2133928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -2133930.500000 Penalty: 960.258484
	Iteration 93Q: 3 clusters Score -2133930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -2133932.750000 Penalty: 960.258484
	Iteration 94F: 3 clusters Score -2133933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -2133933.750000 Penalty: 960.258484
	Iteration 95Q: 3 clusters Score -2133934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -2133937.750000 Penalty: 960.258484
	Iteration 96Q: 3 clusters Score -2133938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -2133942.500000 Penalty: 960.258484
	Iteration 97Q: 3 clusters Score -2133942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -2133944.750000 Penalty: 960.258484
	Iteration 98Q: 3 clusters Score -2133945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -2133948.500000 Penalty: 960.258484
	Iteration 99Q: 3 clusters Score -2133948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -2133948.500000 Penalty: 960.258484
	Iteration 100F: 3 clusters Score -2133948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -2133951.000000 Penalty: 960.258484
	Iteration 101Q: 3 clusters Score -2133951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -2133950.250000 Penalty: 960.258484
	Iteration 102Q: 3 clusters Score -2133950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -2133950.250000 Penalty: 960.258484
	Iteration 103F: 3 clusters Score -2133950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -6317.556641 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6317.557 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 57 members 
Entering Unmasked Estep 
Score: -6079.229980 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6079.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6149.456543 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -6149.457 nChanged 9
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: -6164.409668 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -6164.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6170.187500 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -6170.188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6181.786133 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -6181.786 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: -6184.783691 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -6184.784 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: -6184.783691 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -6184.784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -15686.228516 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -15686.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15329.954102 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -15329.95 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15410.299805 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -15410.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15429.087891 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -15429.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15440.140625 Penalty: 520.846252
	Iteration 3Q: 3 clusters Score -15440.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15447.020508 Penalty: 520.846252
	Iteration 4Q: 3 clusters Score -15447.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15452.440430 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -15452.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15512.197266 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -15512.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15542.766602 Penalty: 520.846252
	Iteration 7F: 3 clusters Score -15542.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15558.753906 Penalty: 520.846252
	Iteration 8Q: 3 clusters Score -15558.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15567.774414 Penalty: 520.846252
	Iteration 9Q: 3 clusters Score -15567.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15571.049805 Penalty: 520.846252
	Iteration 10Q: 3 clusters Score -15571.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15574.686523 Penalty: 520.846252
	Iteration 11Q: 3 clusters Score -15574.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15579.000977 Penalty: 520.846252
	Iteration 12Q: 3 clusters Score -15579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15590.743164 Penalty: 520.846252
	Iteration 13Q: 3 clusters Score -15590.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15605.901367 Penalty: 520.846252
	Iteration 14Q: 3 clusters Score -15605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15614.256836 Penalty: 520.846252
	Iteration 15Q: 3 clusters Score -15614.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15614.711914 Penalty: 520.846252
	Iteration 16Q: 3 clusters Score -15614.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15614.711914 Penalty: 520.846252
	Iteration 17F: 3 clusters Score -15614.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11298.767578 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11298.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11057.781250 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11057.78 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11260.625977 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11260.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11308.425781 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11308.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11329.107422 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -11329.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11349.782227 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11349.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11362.757812 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -11362.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11368.059570 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -11368.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -11374.976562 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -11374.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -11376.055664 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -11376.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -11376.055664 Penalty: 499.868591
	Iteration 9F: 3 clusters Score -11376.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134780 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 199 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 44 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 178084 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16657 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 772 members 
Entering Unmasked Estep 
Score: -23054994.000000 Penalty: 14109.168945
Splitting cluster 7 changes total score from -23055222.000000 to -23054994.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (14432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Entering Unmasked Estep 
Score: -909152.812500 Penalty: 435.762726
	Iteration 0F: 2 clusters Score -909152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -899443.625000 Penalty: 871.525452
	Iteration 0F: 3 clusters Score -899443.6 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -903368.062500 Penalty: 871.525452
	Iteration 1F: 3 clusters Score -903368.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -903550.312500 Penalty: 871.525452
	Iteration 2Q: 3 clusters Score -903550.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -903808.062500 Penalty: 871.525452
	Iteration 3Q: 3 clusters Score -903808.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -904223.500000 Penalty: 871.525452
	Iteration 4F: 3 clusters Score -904223.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -904874.500000 Penalty: 871.525452
	Iteration 5F: 3 clusters Score -904874.5 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -905849.375000 Penalty: 871.525452
	Iteration 6F: 3 clusters Score -905849.4 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -906890.062500 Penalty: 871.525452
	Iteration 7F: 3 clusters Score -906890.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -907664.250000 Penalty: 871.525452
	Iteration 8F: 3 clusters Score -907664.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -908022.250000 Penalty: 871.525452
	Iteration 9Q: 3 clusters Score -908022.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -908151.625000 Penalty: 871.525452
	Iteration 10Q: 3 clusters Score -908151.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -908224.812500 Penalty: 871.525452
	Iteration 11Q: 3 clusters Score -908224.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -908270.812500 Penalty: 871.525452
	Iteration 12Q: 3 clusters Score -908270.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -908310.187500 Penalty: 871.525452
	Iteration 13Q: 3 clusters Score -908310.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -908348.062500 Penalty: 871.525452
	Iteration 14Q: 3 clusters Score -908348.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -908383.812500 Penalty: 871.525452
	Iteration 15Q: 3 clusters Score -908383.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -908420.500000 Penalty: 871.525452
	Iteration 16Q: 3 clusters Score -908420.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -908452.312500 Penalty: 871.525452
	Iteration 17Q: 3 clusters Score -908452.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -908481.062500 Penalty: 871.525452
	Iteration 18Q: 3 clusters Score -908481.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -908511.000000 Penalty: 871.525452
	Iteration 19Q: 3 clusters Score -908511 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -908534.000000 Penalty: 871.525452
	Iteration 20F: 3 clusters Score -908534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -908562.625000 Penalty: 871.525452
	Iteration 21Q: 3 clusters Score -908562.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -908586.562500 Penalty: 871.525452
	Iteration 22Q: 3 clusters Score -908586.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -908609.750000 Penalty: 871.525452
	Iteration 23Q: 3 clusters Score -908609.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -908627.750000 Penalty: 871.525452
	Iteration 24Q: 3 clusters Score -908627.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -908644.625000 Penalty: 871.525452
	Iteration 25Q: 3 clusters Score -908644.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -908661.750000 Penalty: 871.525452
	Iteration 26Q: 3 clusters Score -908661.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -908679.500000 Penalty: 871.525452
	Iteration 27Q: 3 clusters Score -908679.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -908690.687500 Penalty: 871.525452
	Iteration 28Q: 3 clusters Score -908690.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -908707.062500 Penalty: 871.525452
	Iteration 29Q: 3 clusters Score -908707.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -908716.750000 Penalty: 871.525452
	Iteration 30Q: 3 clusters Score -908716.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -908730.125000 Penalty: 871.525452
	Iteration 31Q: 3 clusters Score -908730.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -908743.875000 Penalty: 871.525452
	Iteration 32Q: 3 clusters Score -908743.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -908751.250000 Penalty: 871.525452
	Iteration 33Q: 3 clusters Score -908751.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -908759.312500 Penalty: 871.525452
	Iteration 34Q: 3 clusters Score -908759.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -908763.250000 Penalty: 871.525452
	Iteration 35Q: 3 clusters Score -908763.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -908770.437500 Penalty: 871.525452
	Iteration 36Q: 3 clusters Score -908770.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -908776.812500 Penalty: 871.525452
	Iteration 37Q: 3 clusters Score -908776.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -908784.250000 Penalty: 871.525452
	Iteration 38Q: 3 clusters Score -908784.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -908792.812500 Penalty: 871.525452
	Iteration 39Q: 3 clusters Score -908792.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -908803.250000 Penalty: 871.525452
	Iteration 40F: 3 clusters Score -908803.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -908805.437500 Penalty: 871.525452
	Iteration 41Q: 3 clusters Score -908805.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -908810.437500 Penalty: 871.525452
	Iteration 42Q: 3 clusters Score -908810.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -908812.312500 Penalty: 871.525452
	Iteration 43Q: 3 clusters Score -908812.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -908815.500000 Penalty: 871.525452
	Iteration 44Q: 3 clusters Score -908815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -908818.500000 Penalty: 871.525452
	Iteration 45Q: 3 clusters Score -908818.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -908819.562500 Penalty: 871.525452
	Iteration 46Q: 3 clusters Score -908819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -908821.812500 Penalty: 871.525452
	Iteration 47Q: 3 clusters Score -908821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -908822.687500 Penalty: 871.525452
	Iteration 48Q: 3 clusters Score -908822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -908823.500000 Penalty: 871.525452
	Iteration 49Q: 3 clusters Score -908823.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -908828.125000 Penalty: 871.525452
	Iteration 50Q: 3 clusters Score -908828.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -908828.625000 Penalty: 871.525452
	Iteration 51Q: 3 clusters Score -908828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -908829.562500 Penalty: 871.525452
	Iteration 52Q: 3 clusters Score -908829.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -908830.875000 Penalty: 871.525452
	Iteration 53Q: 3 clusters Score -908830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -908834.062500 Penalty: 871.525452
	Iteration 54Q: 3 clusters Score -908834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -908834.375000 Penalty: 871.525452
	Iteration 55Q: 3 clusters Score -908834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -908836.750000 Penalty: 871.525452
	Iteration 56Q: 3 clusters Score -908836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -908835.875000 Penalty: 871.525452
	Iteration 57Q: 3 clusters Score -908835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -908836.750000 Penalty: 871.525452
	Iteration 58Q: 3 clusters Score -908836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -908837.687500 Penalty: 871.525452
	Iteration 59Q: 3 clusters Score -908837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -908838.312500 Penalty: 871.525452
	Iteration 60F: 3 clusters Score -908838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -908836.687500 Penalty: 871.525452
	Iteration 61Q: 3 clusters Score -908836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -908837.750000 Penalty: 871.525452
	Iteration 62Q: 3 clusters Score -908837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -908837.562500 Penalty: 871.525452
	Iteration 63Q: 3 clusters Score -908837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -908837.562500 Penalty: 871.525452
	Iteration 64F: 3 clusters Score -908837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -6795.469727 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6795.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6581.757812 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6581.758 nChanged 17
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: -6615.076172 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6615.076 nChanged 6
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: -6626.349609 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -6626.35 nChanged 1
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: -6627.714355 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -6627.714 nChanged 0
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: -6627.714355 Penalty: 436.416962
	Iteration 4F: 3 clusters Score -6627.714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -61684.054688 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -61684.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -60814.316406 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -60814.32 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -61079.289062 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -61079.29 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61174.660156 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -61174.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -61251.734375 Penalty: 637.444275
	Iteration 3F: 3 clusters Score -61251.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -61311.421875 Penalty: 637.444275
	Iteration 4F: 3 clusters Score -61311.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -61350.109375 Penalty: 637.444275
	Iteration 5Q: 3 clusters Score -61350.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -61378.238281 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -61378.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -61426.453125 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -61426.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61472.402344 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -61472.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61540.289062 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -61540.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -61607.867188 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -61607.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -61636.046875 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -61636.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -61652.050781 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -61652.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -61658.003906 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -61658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -61666.558594 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -61666.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -61669.390625 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -61669.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -61670.566406 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -61670.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61671.070312 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -61671.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -61671.480469 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -61671.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61671.761719 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -61671.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61671.761719 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -61671.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -231406.390625 Penalty: 378.900513
	Iteration 0F: 2 clusters Score -231406.4 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 2078 members 
Entering Unmasked Estep 
Score: -228614.656250 Penalty: 757.801025
	Iteration 0F: 3 clusters Score -228614.7 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -229686.359375 Penalty: 757.801025
	Iteration 1F: 3 clusters Score -229686.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -229924.609375 Penalty: 757.801025
	Iteration 2F: 3 clusters Score -229924.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -230188.375000 Penalty: 757.801025
	Iteration 3F: 3 clusters Score -230188.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -230385.000000 Penalty: 757.801025
	Iteration 4F: 3 clusters Score -230385 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -230530.046875 Penalty: 757.801025
	Iteration 5F: 3 clusters Score -230530 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -230631.203125 Penalty: 757.801025
	Iteration 6Q: 3 clusters Score -230631.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -230712.984375 Penalty: 757.801025
	Iteration 7Q: 3 clusters Score -230713 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -230758.296875 Penalty: 757.801025
	Iteration 8Q: 3 clusters Score -230758.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -230778.218750 Penalty: 757.801025
	Iteration 9Q: 3 clusters Score -230778.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -230793.593750 Penalty: 757.801025
	Iteration 10Q: 3 clusters Score -230793.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -230805.859375 Penalty: 757.801025
	Iteration 11Q: 3 clusters Score -230805.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -230816.828125 Penalty: 757.801025
	Iteration 12Q: 3 clusters Score -230816.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -230828.531250 Penalty: 757.801025
	Iteration 13Q: 3 clusters Score -230828.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -230845.609375 Penalty: 757.801025
	Iteration 14Q: 3 clusters Score -230845.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -230865.625000 Penalty: 757.801025
	Iteration 15Q: 3 clusters Score -230865.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -230877.578125 Penalty: 757.801025
	Iteration 16Q: 3 clusters Score -230877.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -230885.750000 Penalty: 757.801025
	Iteration 17Q: 3 clusters Score -230885.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -230898.625000 Penalty: 757.801025
	Iteration 18Q: 3 clusters Score -230898.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -230913.500000 Penalty: 757.801025
	Iteration 19Q: 3 clusters Score -230913.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -230931.859375 Penalty: 757.801025
	Iteration 20F: 3 clusters Score -230931.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -230953.359375 Penalty: 757.801025
	Iteration 21Q: 3 clusters Score -230953.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -230969.437500 Penalty: 757.801025
	Iteration 22Q: 3 clusters Score -230969.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230981.625000 Penalty: 757.801025
	Iteration 23Q: 3 clusters Score -230981.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -230990.093750 Penalty: 757.801025
	Iteration 24Q: 3 clusters Score -230990.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -230995.546875 Penalty: 757.801025
	Iteration 25Q: 3 clusters Score -230995.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -230998.937500 Penalty: 757.801025
	Iteration 26Q: 3 clusters Score -230998.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231000.437500 Penalty: 757.801025
	Iteration 27Q: 3 clusters Score -231000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231002.000000 Penalty: 757.801025
	Iteration 28Q: 3 clusters Score -231002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -231002.968750 Penalty: 757.801025
	Iteration 29Q: 3 clusters Score -231003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -231004.796875 Penalty: 757.801025
	Iteration 30Q: 3 clusters Score -231004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -231005.671875 Penalty: 757.801025
	Iteration 31Q: 3 clusters Score -231005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -231007.609375 Penalty: 757.801025
	Iteration 32Q: 3 clusters Score -231007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -231009.593750 Penalty: 757.801025
	Iteration 33Q: 3 clusters Score -231009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -231011.484375 Penalty: 757.801025
	Iteration 34Q: 3 clusters Score -231011.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -231013.343750 Penalty: 757.801025
	Iteration 35Q: 3 clusters Score -231013.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -231013.968750 Penalty: 757.801025
	Iteration 36Q: 3 clusters Score -231014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -231014.656250 Penalty: 757.801025
	Iteration 37Q: 3 clusters Score -231014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -231015.093750 Penalty: 757.801025
	Iteration 38Q: 3 clusters Score -231015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -231016.203125 Penalty: 757.801025
	Iteration 39Q: 3 clusters Score -231016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -231017.375000 Penalty: 757.801025
	Iteration 40F: 3 clusters Score -231017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -231018.859375 Penalty: 757.801025
	Iteration 41Q: 3 clusters Score -231018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -231019.734375 Penalty: 757.801025
	Iteration 42Q: 3 clusters Score -231019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -231020.250000 Penalty: 757.801025
	Iteration 43Q: 3 clusters Score -231020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231022.156250 Penalty: 757.801025
	Iteration 44Q: 3 clusters Score -231022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231022.125000 Penalty: 757.801025
	Iteration 45Q: 3 clusters Score -231022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -231023.171875 Penalty: 757.801025
	Iteration 46Q: 3 clusters Score -231023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -231023.984375 Penalty: 757.801025
	Iteration 47Q: 3 clusters Score -231024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231024.390625 Penalty: 757.801025
	Iteration 48Q: 3 clusters Score -231024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -231024.609375 Penalty: 757.801025
	Iteration 49Q: 3 clusters Score -231024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -231025.531250 Penalty: 757.801025
	Iteration 50Q: 3 clusters Score -231025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -231027.437500 Penalty: 757.801025
	Iteration 51Q: 3 clusters Score -231027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -231028.546875 Penalty: 757.801025
	Iteration 52Q: 3 clusters Score -231028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -231030.250000 Penalty: 757.801025
	Iteration 53Q: 3 clusters Score -231030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -231032.234375 Penalty: 757.801025
	Iteration 54Q: 3 clusters Score -231032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -231032.140625 Penalty: 757.801025
	Iteration 55Q: 3 clusters Score -231032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -231032.625000 Penalty: 757.801025
	Iteration 56Q: 3 clusters Score -231032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231033.593750 Penalty: 757.801025
	Iteration 57Q: 3 clusters Score -231033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -231034.750000 Penalty: 757.801025
	Iteration 58Q: 3 clusters Score -231034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -231036.781250 Penalty: 757.801025
	Iteration 59Q: 3 clusters Score -231036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231038.937500 Penalty: 757.801025
	Iteration 60F: 3 clusters Score -231038.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -231042.015625 Penalty: 757.801025
	Iteration 61Q: 3 clusters Score -231042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -231045.125000 Penalty: 757.801025
	Iteration 62Q: 3 clusters Score -231045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -231047.921875 Penalty: 757.801025
	Iteration 63Q: 3 clusters Score -231047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -231050.546875 Penalty: 757.801025
	Iteration 64Q: 3 clusters Score -231050.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -231052.265625 Penalty: 757.801025
	Iteration 65Q: 3 clusters Score -231052.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -231053.812500 Penalty: 757.801025
	Iteration 66Q: 3 clusters Score -231053.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -231055.750000 Penalty: 757.801025
	Iteration 67Q: 3 clusters Score -231055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -231057.937500 Penalty: 757.801025
	Iteration 68Q: 3 clusters Score -231057.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -231059.109375 Penalty: 757.801025
	Iteration 69Q: 3 clusters Score -231059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -231060.140625 Penalty: 757.801025
	Iteration 70Q: 3 clusters Score -231060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -231061.656250 Penalty: 757.801025
	Iteration 71Q: 3 clusters Score -231061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -231064.203125 Penalty: 757.801025
	Iteration 72Q: 3 clusters Score -231064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -231066.453125 Penalty: 757.801025
	Iteration 73Q: 3 clusters Score -231066.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -231070.750000 Penalty: 757.801025
	Iteration 74Q: 3 clusters Score -231070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -231073.609375 Penalty: 757.801025
	Iteration 75Q: 3 clusters Score -231073.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -231075.203125 Penalty: 757.801025
	Iteration 76Q: 3 clusters Score -231075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -231078.703125 Penalty: 757.801025
	Iteration 77Q: 3 clusters Score -231078.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -231082.812500 Penalty: 757.801025
	Iteration 78Q: 3 clusters Score -231082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -231087.312500 Penalty: 757.801025
	Iteration 79Q: 3 clusters Score -231087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -231090.921875 Penalty: 757.801025
	Iteration 80F: 3 clusters Score -231090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -231095.687500 Penalty: 757.801025
	Iteration 81Q: 3 clusters Score -231095.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -231100.906250 Penalty: 757.801025
	Iteration 82Q: 3 clusters Score -231100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -231103.812500 Penalty: 757.801025
	Iteration 83Q: 3 clusters Score -231103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -231104.875000 Penalty: 757.801025
	Iteration 84Q: 3 clusters Score -231104.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -231106.750000 Penalty: 757.801025
	Iteration 85Q: 3 clusters Score -231106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -231110.078125 Penalty: 757.801025
	Iteration 86Q: 3 clusters Score -231110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -231112.609375 Penalty: 757.801025
	Iteration 87Q: 3 clusters Score -231112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -231114.359375 Penalty: 757.801025
	Iteration 88Q: 3 clusters Score -231114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -231115.125000 Penalty: 757.801025
	Iteration 89Q: 3 clusters Score -231115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -231115.000000 Penalty: 757.801025
	Iteration 90Q: 3 clusters Score -231115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -231115.453125 Penalty: 757.801025
	Iteration 91Q: 3 clusters Score -231115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -231115.625000 Penalty: 757.801025
	Iteration 92Q: 3 clusters Score -231115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -231115.625000 Penalty: 757.801025
	Iteration 93F: 3 clusters Score -231115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (178084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178084 members 
Entering Unmasked Estep 
Score: -10383263.000000 Penalty: 550.095459
	Iteration 0F: 2 clusters Score -1.038326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -10272259.000000 Penalty: 1100.190918
	Iteration 0F: 3 clusters Score -1.027226e+07 nChanged 87476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -10327569.000000 Penalty: 1100.190918
	Iteration 1F: 3 clusters Score -1.032757e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -10332608.000000 Penalty: 1100.190918
	Iteration 2F: 3 clusters Score -1.033261e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -10340918.000000 Penalty: 1100.190918
	Iteration 3F: 3 clusters Score -1.034092e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -10352082.000000 Penalty: 1100.190918
	Iteration 4F: 3 clusters Score -1.035208e+07 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -10364492.000000 Penalty: 1100.190918
	Iteration 5F: 3 clusters Score -1.036449e+07 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163868 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -10373945.000000 Penalty: 1100.190918
	Iteration 6F: 3 clusters Score -1.037394e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172853 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -10379644.000000 Penalty: 1100.190918
	Iteration 7F: 3 clusters Score -1.037964e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176564 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10381874.000000 Penalty: 1100.190918
	Iteration 8Q: 3 clusters Score -1.038187e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177689 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10382581.000000 Penalty: 1100.190918
	Iteration 9Q: 3 clusters Score -1.038258e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10382716.000000 Penalty: 1100.190918
	Iteration 10Q: 3 clusters Score -1.038272e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10382712.000000 Penalty: 1100.190918
	Iteration 11Q: 3 clusters Score -1.038271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178027 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10382719.000000 Penalty: 1100.190918
	Iteration 12Q: 3 clusters Score -1.038272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10382729.000000 Penalty: 1100.190918
	Iteration 13Q: 3 clusters Score -1.038273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10382743.000000 Penalty: 1100.190918
	Iteration 14Q: 3 clusters Score -1.038274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10382771.000000 Penalty: 1100.190918
	Iteration 15Q: 3 clusters Score -1.038277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10382771.000000 Penalty: 1100.190918
	Iteration 16Q: 3 clusters Score -1.038277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10382766.000000 Penalty: 1100.190918
	Iteration 17Q: 3 clusters Score -1.038277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10382766.000000 Penalty: 1100.190918
	Iteration 18F: 3 clusters Score -1.038277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -96195.328125 Penalty: 339.189758
	Iteration 0F: 2 clusters Score -96195.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -94921.585938 Penalty: 678.379517
	Iteration 0F: 3 clusters Score -94921.59 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -95359.578125 Penalty: 678.379517
	Iteration 1F: 3 clusters Score -95359.58 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -95439.875000 Penalty: 678.379517
	Iteration 2F: 3 clusters Score -95439.88 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -95504.625000 Penalty: 678.379517
	Iteration 3F: 3 clusters Score -95504.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95583.437500 Penalty: 678.379517
	Iteration 4F: 3 clusters Score -95583.44 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95686.132812 Penalty: 678.379517
	Iteration 5Q: 3 clusters Score -95686.13 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95761.250000 Penalty: 678.379517
	Iteration 6F: 3 clusters Score -95761.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95808.375000 Penalty: 678.379517
	Iteration 7Q: 3 clusters Score -95808.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95851.437500 Penalty: 678.379517
	Iteration 8Q: 3 clusters Score -95851.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95893.179688 Penalty: 678.379517
	Iteration 9Q: 3 clusters Score -95893.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95934.804688 Penalty: 678.379517
	Iteration 10Q: 3 clusters Score -95934.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95960.000000 Penalty: 678.379517
	Iteration 11Q: 3 clusters Score -95960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95984.320312 Penalty: 678.379517
	Iteration 12Q: 3 clusters Score -95984.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95997.796875 Penalty: 678.379517
	Iteration 13Q: 3 clusters Score -95997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96006.906250 Penalty: 678.379517
	Iteration 14Q: 3 clusters Score -96006.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96014.992188 Penalty: 678.379517
	Iteration 15Q: 3 clusters Score -96014.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96023.132812 Penalty: 678.379517
	Iteration 16Q: 3 clusters Score -96023.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -96026.398438 Penalty: 678.379517
	Iteration 17Q: 3 clusters Score -96026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -96028.539062 Penalty: 678.379517
	Iteration 18Q: 3 clusters Score -96028.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96031.156250 Penalty: 678.379517
	Iteration 19Q: 3 clusters Score -96031.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96035.476562 Penalty: 678.379517
	Iteration 20F: 3 clusters Score -96035.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96037.781250 Penalty: 678.379517
	Iteration 21Q: 3 clusters Score -96037.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -96040.132812 Penalty: 678.379517
	Iteration 22Q: 3 clusters Score -96040.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -96042.242188 Penalty: 678.379517
	Iteration 23Q: 3 clusters Score -96042.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -96042.242188 Penalty: 678.379517
	Iteration 24F: 3 clusters Score -96042.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -92814.710938 Penalty: 337.060547
	Iteration 0F: 2 clusters Score -92814.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -91591.140625 Penalty: 674.121094
	Iteration 0F: 3 clusters Score -91591.14 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -92008.875000 Penalty: 674.121094
	Iteration 1F: 3 clusters Score -92008.88 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92083.460938 Penalty: 674.121094
	Iteration 2F: 3 clusters Score -92083.46 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -92148.765625 Penalty: 674.121094
	Iteration 3F: 3 clusters Score -92148.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -92196.765625 Penalty: 674.121094
	Iteration 4Q: 3 clusters Score -92196.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -92233.835938 Penalty: 674.121094
	Iteration 5Q: 3 clusters Score -92233.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -92267.687500 Penalty: 674.121094
	Iteration 6Q: 3 clusters Score -92267.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -92286.367188 Penalty: 674.121094
	Iteration 7Q: 3 clusters Score -92286.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -92304.195312 Penalty: 674.121094
	Iteration 8Q: 3 clusters Score -92304.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -92323.179688 Penalty: 674.121094
	Iteration 9Q: 3 clusters Score -92323.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -92345.539062 Penalty: 674.121094
	Iteration 10Q: 3 clusters Score -92345.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -92367.703125 Penalty: 674.121094
	Iteration 11Q: 3 clusters Score -92367.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -92391.820312 Penalty: 674.121094
	Iteration 12Q: 3 clusters Score -92391.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -92413.945312 Penalty: 674.121094
	Iteration 13Q: 3 clusters Score -92413.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -92425.968750 Penalty: 674.121094
	Iteration 14Q: 3 clusters Score -92425.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -92452.593750 Penalty: 674.121094
	Iteration 15Q: 3 clusters Score -92452.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -92496.007812 Penalty: 674.121094
	Iteration 16Q: 3 clusters Score -92496.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -92533.843750 Penalty: 674.121094
	Iteration 17Q: 3 clusters Score -92533.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -92561.320312 Penalty: 674.121094
	Iteration 18Q: 3 clusters Score -92561.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -92591.539062 Penalty: 674.121094
	Iteration 19Q: 3 clusters Score -92591.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -92606.703125 Penalty: 674.121094
	Iteration 20F: 3 clusters Score -92606.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -92613.195312 Penalty: 674.121094
	Iteration 21Q: 3 clusters Score -92613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -92617.406250 Penalty: 674.121094
	Iteration 22Q: 3 clusters Score -92617.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -92621.906250 Penalty: 674.121094
	Iteration 23Q: 3 clusters Score -92621.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -92622.898438 Penalty: 674.121094
	Iteration 24Q: 3 clusters Score -92622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -92623.539062 Penalty: 674.121094
	Iteration 25Q: 3 clusters Score -92623.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -92623.539062 Penalty: 674.121094
	Iteration 26F: 3 clusters Score -92623.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -50375.769531 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -50375.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -49635.792969 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -49635.79 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -49824.664062 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -49824.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49876.992188 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -49876.99 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49913.425781 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -49913.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49925.847656 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -49925.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49936.898438 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -49936.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49942.828125 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -49942.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49947.792969 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -49947.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49952.726562 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -49952.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -49957.050781 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -49957.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49959.039062 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -49959.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49961.464844 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -49961.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -49963.675781 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -49963.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49966.234375 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -49966.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -49971.296875 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -49971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -49976.585938 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -49976.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -49982.914062 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -49982.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -49991.433594 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -49991.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49999.007812 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -49999.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -50005.234375 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -50005.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50007.781250 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -50007.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50009.546875 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -50009.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50010.160156 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -50010.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50010.753906 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -50010.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50011.496094 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -50011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50011.875000 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -50011.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50012.242188 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -50012.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50012.242188 Penalty: 618.612549
	Iteration 27F: 3 clusters Score -50012.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -309449.500000 Penalty: 393.565857
	Iteration 0F: 2 clusters Score -309449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -305637.000000 Penalty: 787.131714
	Iteration 0F: 3 clusters Score -305637 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -307193.437500 Penalty: 787.131714
	Iteration 1F: 3 clusters Score -307193.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -307511.968750 Penalty: 787.131714
	Iteration 2F: 3 clusters Score -307512 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -307846.906250 Penalty: 787.131714
	Iteration 3F: 3 clusters Score -307846.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -308170.656250 Penalty: 787.131714
	Iteration 4F: 3 clusters Score -308170.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -308481.687500 Penalty: 787.131714
	Iteration 5F: 3 clusters Score -308481.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -308689.718750 Penalty: 787.131714
	Iteration 6Q: 3 clusters Score -308689.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -308832.937500 Penalty: 787.131714
	Iteration 7Q: 3 clusters Score -308832.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -308953.843750 Penalty: 787.131714
	Iteration 8Q: 3 clusters Score -308953.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -309041.843750 Penalty: 787.131714
	Iteration 9Q: 3 clusters Score -309041.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -309107.968750 Penalty: 787.131714
	Iteration 10Q: 3 clusters Score -309108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -309163.500000 Penalty: 787.131714
	Iteration 11Q: 3 clusters Score -309163.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -309194.250000 Penalty: 787.131714
	Iteration 12Q: 3 clusters Score -309194.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -309217.218750 Penalty: 787.131714
	Iteration 13Q: 3 clusters Score -309217.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -309227.875000 Penalty: 787.131714
	Iteration 14Q: 3 clusters Score -309227.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -309232.812500 Penalty: 787.131714
	Iteration 15Q: 3 clusters Score -309232.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -309238.875000 Penalty: 787.131714
	Iteration 16Q: 3 clusters Score -309238.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309240.687500 Penalty: 787.131714
	Iteration 17Q: 3 clusters Score -309240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309241.843750 Penalty: 787.131714
	Iteration 18Q: 3 clusters Score -309241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -309241.843750 Penalty: 787.131714
	Iteration 19Q: 3 clusters Score -309241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -309242.687500 Penalty: 787.131714
	Iteration 20F: 3 clusters Score -309242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -309243.000000 Penalty: 787.131714
	Iteration 21Q: 3 clusters Score -309243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -309243.031250 Penalty: 787.131714
	Iteration 22Q: 3 clusters Score -309243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -309243.093750 Penalty: 787.131714
	Iteration 23Q: 3 clusters Score -309243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -309242.562500 Penalty: 787.131714
	Iteration 24Q: 3 clusters Score -309242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -309242.750000 Penalty: 787.131714
	Iteration 25Q: 3 clusters Score -309242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -309243.312500 Penalty: 787.131714
	Iteration 26Q: 3 clusters Score -309243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -309243.875000 Penalty: 787.131714
	Iteration 27Q: 3 clusters Score -309243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -309243.875000 Penalty: 787.131714
	Iteration 28F: 3 clusters Score -309243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -162734.140625 Penalty: 365.294678
	Iteration 0F: 2 clusters Score -162734.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -160648.953125 Penalty: 730.589355
	Iteration 0F: 3 clusters Score -160649 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -161420.343750 Penalty: 730.589355
	Iteration 1F: 3 clusters Score -161420.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -161634.562500 Penalty: 730.589355
	Iteration 2F: 3 clusters Score -161634.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -161861.578125 Penalty: 730.589355
	Iteration 3F: 3 clusters Score -161861.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -162051.921875 Penalty: 730.589355
	Iteration 4F: 3 clusters Score -162051.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -162183.343750 Penalty: 730.589355
	Iteration 5F: 3 clusters Score -162183.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -162242.984375 Penalty: 730.589355
	Iteration 6Q: 3 clusters Score -162243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -162268.343750 Penalty: 730.589355
	Iteration 7Q: 3 clusters Score -162268.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -162284.859375 Penalty: 730.589355
	Iteration 8Q: 3 clusters Score -162284.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -162297.171875 Penalty: 730.589355
	Iteration 9Q: 3 clusters Score -162297.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -162305.921875 Penalty: 730.589355
	Iteration 10Q: 3 clusters Score -162305.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -162314.468750 Penalty: 730.589355
	Iteration 11Q: 3 clusters Score -162314.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -162318.296875 Penalty: 730.589355
	Iteration 12Q: 3 clusters Score -162318.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -162321.015625 Penalty: 730.589355
	Iteration 13Q: 3 clusters Score -162321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -162325.718750 Penalty: 730.589355
	Iteration 14Q: 3 clusters Score -162325.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -162330.750000 Penalty: 730.589355
	Iteration 15Q: 3 clusters Score -162330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -162335.906250 Penalty: 730.589355
	Iteration 16Q: 3 clusters Score -162335.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -162340.687500 Penalty: 730.589355
	Iteration 17Q: 3 clusters Score -162340.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -162344.734375 Penalty: 730.589355
	Iteration 18Q: 3 clusters Score -162344.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -162347.218750 Penalty: 730.589355
	Iteration 19Q: 3 clusters Score -162347.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -162349.437500 Penalty: 730.589355
	Iteration 20F: 3 clusters Score -162349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -162352.390625 Penalty: 730.589355
	Iteration 21Q: 3 clusters Score -162352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -162354.281250 Penalty: 730.589355
	Iteration 22Q: 3 clusters Score -162354.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -162355.953125 Penalty: 730.589355
	Iteration 23Q: 3 clusters Score -162356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -162357.312500 Penalty: 730.589355
	Iteration 24Q: 3 clusters Score -162357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -162358.312500 Penalty: 730.589355
	Iteration 25Q: 3 clusters Score -162358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -162358.703125 Penalty: 730.589355
	Iteration 26Q: 3 clusters Score -162358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -162359.437500 Penalty: 730.589355
	Iteration 27Q: 3 clusters Score -162359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -162360.453125 Penalty: 730.589355
	Iteration 28Q: 3 clusters Score -162360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -162361.406250 Penalty: 730.589355
	Iteration 29Q: 3 clusters Score -162361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -162361.437500 Penalty: 730.589355
	Iteration 30Q: 3 clusters Score -162361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -162362.125000 Penalty: 730.589355
	Iteration 31Q: 3 clusters Score -162362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -162362.781250 Penalty: 730.589355
	Iteration 32Q: 3 clusters Score -162362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -162363.531250 Penalty: 730.589355
	Iteration 33Q: 3 clusters Score -162363.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -162364.484375 Penalty: 730.589355
	Iteration 34Q: 3 clusters Score -162364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -162365.906250 Penalty: 730.589355
	Iteration 35Q: 3 clusters Score -162365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -162367.843750 Penalty: 730.589355
	Iteration 36Q: 3 clusters Score -162367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -162370.031250 Penalty: 730.589355
	Iteration 37Q: 3 clusters Score -162370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -162371.750000 Penalty: 730.589355
	Iteration 38Q: 3 clusters Score -162371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -162372.812500 Penalty: 730.589355
	Iteration 39Q: 3 clusters Score -162372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -162373.484375 Penalty: 730.589355
	Iteration 40F: 3 clusters Score -162373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -162374.296875 Penalty: 730.589355
	Iteration 41Q: 3 clusters Score -162374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -162374.203125 Penalty: 730.589355
	Iteration 42Q: 3 clusters Score -162374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -162374.203125 Penalty: 730.589355
	Iteration 43Q: 3 clusters Score -162374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -162374.203125 Penalty: 730.589355
	Iteration 44F: 3 clusters Score -162374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1898.681274 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1898.681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1792.165283 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1792.165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1822.336304 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1822.336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -959495.812500 Penalty: 442.286652
	Iteration 0F: 2 clusters Score -959495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -948469.375000 Penalty: 884.573303
	Iteration 0F: 3 clusters Score -948469.4 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -953059.500000 Penalty: 884.573303
	Iteration 1F: 3 clusters Score -953059.5 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -953554.562500 Penalty: 884.573303
	Iteration 2F: 3 clusters Score -953554.6 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -954232.812500 Penalty: 884.573303
	Iteration 3F: 3 clusters Score -954232.8 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -955060.562500 Penalty: 884.573303
	Iteration 4F: 3 clusters Score -955060.6 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -955964.687500 Penalty: 884.573303
	Iteration 5F: 3 clusters Score -955964.7 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -956756.562500 Penalty: 884.573303
	Iteration 6F: 3 clusters Score -956756.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -957364.312500 Penalty: 884.573303
	Iteration 7Q: 3 clusters Score -957364.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -957781.937500 Penalty: 884.573303
	Iteration 8Q: 3 clusters Score -957781.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -958079.187500 Penalty: 884.573303
	Iteration 9Q: 3 clusters Score -958079.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -958311.937500 Penalty: 884.573303
	Iteration 10Q: 3 clusters Score -958311.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -958472.875000 Penalty: 884.573303
	Iteration 11Q: 3 clusters Score -958472.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -958595.000000 Penalty: 884.573303
	Iteration 12Q: 3 clusters Score -958595 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -958683.250000 Penalty: 884.573303
	Iteration 13Q: 3 clusters Score -958683.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -958758.937500 Penalty: 884.573303
	Iteration 14Q: 3 clusters Score -958758.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -958833.687500 Penalty: 884.573303
	Iteration 15Q: 3 clusters Score -958833.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -958892.750000 Penalty: 884.573303
	Iteration 16Q: 3 clusters Score -958892.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -958925.000000 Penalty: 884.573303
	Iteration 17Q: 3 clusters Score -958925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -958955.375000 Penalty: 884.573303
	Iteration 18Q: 3 clusters Score -958955.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -958980.062500 Penalty: 884.573303
	Iteration 19Q: 3 clusters Score -958980.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -959004.937500 Penalty: 884.573303
	Iteration 20F: 3 clusters Score -959004.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -959027.187500 Penalty: 884.573303
	Iteration 21Q: 3 clusters Score -959027.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -959039.562500 Penalty: 884.573303
	Iteration 22Q: 3 clusters Score -959039.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -959053.750000 Penalty: 884.573303
	Iteration 23Q: 3 clusters Score -959053.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -959061.687500 Penalty: 884.573303
	Iteration 24Q: 3 clusters Score -959061.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -959071.437500 Penalty: 884.573303
	Iteration 25Q: 3 clusters Score -959071.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -959077.125000 Penalty: 884.573303
	Iteration 26Q: 3 clusters Score -959077.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -959083.250000 Penalty: 884.573303
	Iteration 27Q: 3 clusters Score -959083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -959088.687500 Penalty: 884.573303
	Iteration 28Q: 3 clusters Score -959088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -959089.000000 Penalty: 884.573303
	Iteration 29Q: 3 clusters Score -959089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -959090.562500 Penalty: 884.573303
	Iteration 30Q: 3 clusters Score -959090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -959093.625000 Penalty: 884.573303
	Iteration 31Q: 3 clusters Score -959093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -959096.687500 Penalty: 884.573303
	Iteration 32Q: 3 clusters Score -959096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -959104.750000 Penalty: 884.573303
	Iteration 33Q: 3 clusters Score -959104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -959113.437500 Penalty: 884.573303
	Iteration 34Q: 3 clusters Score -959113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -959117.750000 Penalty: 884.573303
	Iteration 35Q: 3 clusters Score -959117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -959121.250000 Penalty: 884.573303
	Iteration 36Q: 3 clusters Score -959121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -959122.437500 Penalty: 884.573303
	Iteration 37Q: 3 clusters Score -959122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -959122.437500 Penalty: 884.573303
	Iteration 38F: 3 clusters Score -959122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6694.299805 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6694.3 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 68 members 
Entering Unmasked Estep 
Score: -6491.025879 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6491.026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6598.619629 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6598.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6629.955566 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6629.956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6660.990234 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6660.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6678.775879 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -6678.776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6685.681641 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6685.682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6685.681641 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -6685.682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -69958.984375 Penalty: 322.938477
	Iteration 0F: 2 clusters Score -69958.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -68996.234375 Penalty: 645.876953
	Iteration 0F: 3 clusters Score -68996.23 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69356.906250 Penalty: 645.876953
	Iteration 1F: 3 clusters Score -69356.91 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69439.906250 Penalty: 645.876953
	Iteration 2F: 3 clusters Score -69439.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -69506.867188 Penalty: 645.876953
	Iteration 3F: 3 clusters Score -69506.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -69583.093750 Penalty: 645.876953
	Iteration 4F: 3 clusters Score -69583.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -69695.312500 Penalty: 645.876953
	Iteration 5F: 3 clusters Score -69695.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -69817.851562 Penalty: 645.876953
	Iteration 6F: 3 clusters Score -69817.85 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69902.382812 Penalty: 645.876953
	Iteration 7F: 3 clusters Score -69902.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -69977.609375 Penalty: 645.876953
	Iteration 8F: 3 clusters Score -69977.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70040.507812 Penalty: 645.876953
	Iteration 9F: 3 clusters Score -70040.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -70106.304688 Penalty: 645.876953
	Iteration 10Q: 3 clusters Score -70106.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70157.906250 Penalty: 645.876953
	Iteration 11Q: 3 clusters Score -70157.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -70185.484375 Penalty: 645.876953
	Iteration 12Q: 3 clusters Score -70185.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70208.523438 Penalty: 645.876953
	Iteration 13Q: 3 clusters Score -70208.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70219.296875 Penalty: 645.876953
	Iteration 14Q: 3 clusters Score -70219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70225.085938 Penalty: 645.876953
	Iteration 15Q: 3 clusters Score -70225.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70228.007812 Penalty: 645.876953
	Iteration 16Q: 3 clusters Score -70228.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70229.250000 Penalty: 645.876953
	Iteration 17Q: 3 clusters Score -70229.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70231.078125 Penalty: 645.876953
	Iteration 18Q: 3 clusters Score -70231.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70232.351562 Penalty: 645.876953
	Iteration 19Q: 3 clusters Score -70232.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70232.351562 Penalty: 645.876953
	Iteration 20F: 3 clusters Score -70232.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134780 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 375 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 178084 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16657 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 834 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 772 members 
Entering Unmasked Estep 
Score: -23055286.000000 Penalty: 14109.168945
Splitting cluster 23 changes total score from -23055222.000000 to -23055286.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 24 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -59807.472656 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -59807.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58967.378906 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -58967.38 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -59207.746094 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -59207.75 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59263.726562 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -59263.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59303.792969 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -59303.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59337.375000 Penalty: 637.526794
	Iteration 4Q: 3 clusters Score -59337.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -59361.757812 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -59361.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59378.917969 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -59378.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59389.390625 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -59389.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59403.804688 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -59403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59414.582031 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -59414.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59423.105469 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -59423.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59438.093750 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -59438.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59449.519531 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -59449.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59458.097656 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -59458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59467.101562 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -59467.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -59478.757812 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -59478.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59490.628906 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -59490.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -59498.386719 Penalty: 637.526794
	Iteration 17Q: 3 clusters Score -59498.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59503.023438 Penalty: 637.526794
	Iteration 18Q: 3 clusters Score -59503.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59506.671875 Penalty: 637.526794
	Iteration 19Q: 3 clusters Score -59506.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -59512.824219 Penalty: 637.526794
	Iteration 20F: 3 clusters Score -59512.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59516.371094 Penalty: 637.526794
	Iteration 21Q: 3 clusters Score -59516.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59518.871094 Penalty: 637.526794
	Iteration 22Q: 3 clusters Score -59518.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59524.570312 Penalty: 637.526794
	Iteration 23Q: 3 clusters Score -59524.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59529.160156 Penalty: 637.526794
	Iteration 24Q: 3 clusters Score -59529.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59533.714844 Penalty: 637.526794
	Iteration 25Q: 3 clusters Score -59533.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59539.308594 Penalty: 637.526794
	Iteration 26Q: 3 clusters Score -59539.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -59545.429688 Penalty: 637.526794
	Iteration 27Q: 3 clusters Score -59545.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59548.933594 Penalty: 637.526794
	Iteration 28Q: 3 clusters Score -59548.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59550.332031 Penalty: 637.526794
	Iteration 29Q: 3 clusters Score -59550.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59552.339844 Penalty: 637.526794
	Iteration 30Q: 3 clusters Score -59552.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59553.683594 Penalty: 637.526794
	Iteration 31Q: 3 clusters Score -59553.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59556.566406 Penalty: 637.526794
	Iteration 32Q: 3 clusters Score -59556.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59558.015625 Penalty: 637.526794
	Iteration 33Q: 3 clusters Score -59558.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59560.832031 Penalty: 637.526794
	Iteration 34Q: 3 clusters Score -59560.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59564.843750 Penalty: 637.526794
	Iteration 35Q: 3 clusters Score -59564.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59573.218750 Penalty: 637.526794
	Iteration 36Q: 3 clusters Score -59573.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59578.570312 Penalty: 637.526794
	Iteration 37Q: 3 clusters Score -59578.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59586.062500 Penalty: 637.526794
	Iteration 38Q: 3 clusters Score -59586.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59590.937500 Penalty: 637.526794
	Iteration 39Q: 3 clusters Score -59590.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59593.152344 Penalty: 637.526794
	Iteration 40F: 3 clusters Score -59593.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59594.296875 Penalty: 637.526794
	Iteration 41Q: 3 clusters Score -59594.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59594.875000 Penalty: 637.526794
	Iteration 42Q: 3 clusters Score -59594.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59595.230469 Penalty: 637.526794
	Iteration 43Q: 3 clusters Score -59595.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59595.964844 Penalty: 637.526794
	Iteration 44Q: 3 clusters Score -59595.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59596.371094 Penalty: 637.526794
	Iteration 45Q: 3 clusters Score -59596.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59596.484375 Penalty: 637.526794
	Iteration 46Q: 3 clusters Score -59596.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59596.660156 Penalty: 637.526794
	Iteration 47Q: 3 clusters Score -59596.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59596.660156 Penalty: 637.526794
	Iteration 48F: 3 clusters Score -59596.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -38697.765625 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -38697.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38054.964844 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -38054.96 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -38224.425781 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -38224.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38251.558594 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -38251.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38274.210938 Penalty: 605.057556
	Iteration 3Q: 3 clusters Score -38274.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -38295.117188 Penalty: 605.057556
	Iteration 4Q: 3 clusters Score -38295.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -38306.066406 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -38306.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38314.093750 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -38314.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -38321.855469 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -38321.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -38334.417969 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -38334.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38347.320312 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -38347.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -38357.886719 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -38357.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38367.871094 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -38367.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -38388.257812 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -38388.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -38406.019531 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -38406.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -38422.691406 Penalty: 605.057556
	Iteration 14Q: 3 clusters Score -38422.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -38444.371094 Penalty: 605.057556
	Iteration 15Q: 3 clusters Score -38444.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -38473.460938 Penalty: 605.057556
	Iteration 16Q: 3 clusters Score -38473.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -38490.902344 Penalty: 605.057556
	Iteration 17Q: 3 clusters Score -38490.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -38514.460938 Penalty: 605.057556
	Iteration 18Q: 3 clusters Score -38514.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -38523.933594 Penalty: 605.057556
	Iteration 19Q: 3 clusters Score -38523.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -38540.324219 Penalty: 605.057556
	Iteration 20F: 3 clusters Score -38540.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -38560.015625 Penalty: 605.057556
	Iteration 21Q: 3 clusters Score -38560.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -38587.125000 Penalty: 605.057556
	Iteration 22Q: 3 clusters Score -38587.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -38590.750000 Penalty: 605.057556
	Iteration 23Q: 3 clusters Score -38590.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -38593.597656 Penalty: 605.057556
	Iteration 24Q: 3 clusters Score -38593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -38594.933594 Penalty: 605.057556
	Iteration 25Q: 3 clusters Score -38594.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -38594.933594 Penalty: 605.057556
	Iteration 26F: 3 clusters Score -38594.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 134780 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 178084 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16657 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 834 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055358.000000 Penalty: 14109.168945
Iteration 159Q: 25 clusters Score -2.305536e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 134776 members 
Mstep: Class 4 contains 38274 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 14404 members 
Mstep: Class 9 contains 356 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 178060 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16669 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 895 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055390.000000 Penalty: 14109.168945
Iteration 160F: 25 clusters Score -2.305539e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 134740 members 
Mstep: Class 4 contains 38276 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 9 contains 377 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 178042 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 3070 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16677 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 927 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055368.000000 Penalty: 14109.168945
Iteration 161Q: 25 clusters Score -2.305537e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 134738 members 
Mstep: Class 4 contains 38279 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 14394 members 
Mstep: Class 9 contains 377 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 178021 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16682 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055444.000000 Penalty: 14109.168945
Iteration 162Q: 25 clusters Score -2.305544e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 169 members 
Mstep: Class 3 contains 134731 members 
Mstep: Class 4 contains 38285 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14393 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4113 members 
Mstep: Class 13 contains 178012 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16684 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 1101 members 
Mstep: Class 25 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055446.000000 Penalty: 14109.168945
Iteration 163Q: 25 clusters Score -2.305545e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134720 members 
Mstep: Class 4 contains 38293 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14410 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 117 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4108 members 
Mstep: Class 13 contains 177995 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16689 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 1101 members 
Mstep: Class 25 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055468.000000 Penalty: 14109.168945
Iteration 164Q: 25 clusters Score -2.305547e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134708 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14422 members 
Mstep: Class 9 contains 375 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 177982 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16694 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 992 members 
Mstep: Class 24 contains 1101 members 
Mstep: Class 25 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055444.000000 Penalty: 14109.168945
Iteration 165Q: 25 clusters Score -2.305544e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134698 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4104 members 
Mstep: Class 13 contains 177974 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16695 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055470.000000 Penalty: 14109.168945
Iteration 166Q: 25 clusters Score -2.305547e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134693 members 
Mstep: Class 4 contains 38295 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14444 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4101 members 
Mstep: Class 13 contains 177969 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5698 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16697 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055474.000000 Penalty: 14109.168945
Iteration 167Q: 25 clusters Score -2.305547e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134690 members 
Mstep: Class 4 contains 38295 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4099 members 
Mstep: Class 13 contains 177968 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16698 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055464.000000 Penalty: 14109.168945
Iteration 168Q: 25 clusters Score -2.305546e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134686 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14459 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4097 members 
Mstep: Class 13 contains 177958 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16698 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055470.000000 Penalty: 14109.168945
Iteration 169Q: 25 clusters Score -2.305547e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134691 members 
Mstep: Class 4 contains 38299 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14468 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 177942 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16700 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055488.000000 Penalty: 14109.168945
Iteration 170Q: 25 clusters Score -2.305549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134690 members 
Mstep: Class 4 contains 38301 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14478 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 177927 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16705 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055496.000000 Penalty: 14109.168945
Iteration 171Q: 25 clusters Score -2.30555e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134694 members 
Mstep: Class 4 contains 38301 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14487 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4094 members 
Mstep: Class 13 contains 177910 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16710 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 998 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055492.000000 Penalty: 14109.168945
Iteration 172Q: 25 clusters Score -2.305549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134690 members 
Mstep: Class 4 contains 38299 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14495 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4092 members 
Mstep: Class 13 contains 177903 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16717 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055500.000000 Penalty: 14109.168945
Iteration 173Q: 25 clusters Score -2.30555e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134686 members 
Mstep: Class 4 contains 38303 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 177895 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16722 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055510.000000 Penalty: 14109.168945
Iteration 174Q: 25 clusters Score -2.305551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134685 members 
Mstep: Class 4 contains 38305 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14510 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177885 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5693 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16726 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055510.000000 Penalty: 14109.168945
Iteration 175Q: 25 clusters Score -2.305551e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134683 members 
Mstep: Class 4 contains 38310 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 177878 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16727 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055492.000000 Penalty: 14109.168945
Iteration 176Q: 25 clusters Score -2.305549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134692 members 
Mstep: Class 4 contains 38310 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14522 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 177864 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16729 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055482.000000 Penalty: 14109.168945
Iteration 177Q: 25 clusters Score -2.305548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134698 members 
Mstep: Class 4 contains 38309 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14524 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 177852 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16733 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055482.000000 Penalty: 14109.168945
Iteration 178Q: 25 clusters Score -2.305548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134707 members 
Mstep: Class 4 contains 38308 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14522 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 177845 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16733 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055460.000000 Penalty: 14109.168945
Iteration 179Q: 25 clusters Score -2.305546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134707 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177847 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16733 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055470.000000 Penalty: 14109.168945
Iteration 180F: 25 clusters Score -2.305547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134707 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177845 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16735 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055454.000000 Penalty: 14109.168945
Iteration 181Q: 25 clusters Score -2.305545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134709 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177844 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16734 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055472.000000 Penalty: 14109.168945
Iteration 182Q: 25 clusters Score -2.305547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134711 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177842 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16734 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055486.000000 Penalty: 14109.168945
Iteration 183Q: 25 clusters Score -2.305549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134712 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177839 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055472.000000 Penalty: 14109.168945
Iteration 184Q: 25 clusters Score -2.305547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134713 members 
Mstep: Class 4 contains 38306 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177839 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055450.000000 Penalty: 14109.168945
Iteration 185Q: 25 clusters Score -2.305545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134714 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177836 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16737 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055468.000000 Penalty: 14109.168945
Iteration 186Q: 25 clusters Score -2.305547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134716 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177835 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055470.000000 Penalty: 14109.168945
Iteration 187Q: 25 clusters Score -2.305547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134716 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177835 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055470.000000 Penalty: 14109.168945
Iteration 188F: 25 clusters Score -2.305547e+07 nChanged 0
Entering ConstructFrom: 
Score: -23055470.000000 Penalty: 14109.168945
Entering ConstructFrom: 
Trying to split cluster 1 (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: -38019.199219 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -38019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37426.207031 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -37426.21 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37593.074219 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -37593.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37654.250000 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -37654.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37726.113281 Penalty: 594.309875
	Iteration 3F: 3 clusters Score -37726.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37777.457031 Penalty: 594.309875
	Iteration 4F: 3 clusters Score -37777.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37803.496094 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -37803.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37819.070312 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -37819.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37840.308594 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -37840.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37855.894531 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -37855.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37869.621094 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -37869.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37881.906250 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -37881.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37887.171875 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -37887.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37890.429688 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -37890.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37894.765625 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -37894.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37899.343750 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -37899.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37905.632812 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -37905.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37907.566406 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -37907.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37909.816406 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -37909.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37911.789062 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -37911.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37913.488281 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -37913.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37916.511719 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -37916.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37921.027344 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -37921.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37923.089844 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -37923.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37924.859375 Penalty: 594.309875
	Iteration 23Q: 3 clusters Score -37924.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37926.550781 Penalty: 594.309875
	Iteration 24Q: 3 clusters Score -37926.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37927.453125 Penalty: 594.309875
	Iteration 25Q: 3 clusters Score -37927.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37927.871094 Penalty: 594.309875
	Iteration 26Q: 3 clusters Score -37927.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37928.703125 Penalty: 594.309875
	Iteration 27Q: 3 clusters Score -37928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37931.281250 Penalty: 594.309875
	Iteration 28Q: 3 clusters Score -37931.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37934.238281 Penalty: 594.309875
	Iteration 29Q: 3 clusters Score -37934.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37939.046875 Penalty: 594.309875
	Iteration 30Q: 3 clusters Score -37939.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37945.781250 Penalty: 594.309875
	Iteration 31Q: 3 clusters Score -37945.78 nChanged 11
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: -37955.574219 Penalty: 594.309875
	Iteration 32Q: 3 clusters Score -37955.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37964.816406 Penalty: 594.309875
	Iteration 33Q: 3 clusters Score -37964.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37968.707031 Penalty: 594.309875
	Iteration 34Q: 3 clusters Score -37968.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37972.683594 Penalty: 594.309875
	Iteration 35Q: 3 clusters Score -37972.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37973.246094 Penalty: 594.309875
	Iteration 36Q: 3 clusters Score -37973.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37973.246094 Penalty: 594.309875
	Iteration 37F: 3 clusters Score -37973.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6887.598145 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -6887.598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6652.642090 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6652.642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6756.406250 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -6756.406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6824.228027 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -6824.228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6866.229980 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -6866.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6883.608398 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -6883.608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6920.438965 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -6920.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6942.742676 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -6942.743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6944.884766 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -6944.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6944.884766 Penalty: 465.737427
	Iteration 8F: 3 clusters Score -6944.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 134716 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177835 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 60 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
Score: -23055172.000000 Penalty: 14697.050781
Splitting cluster 2 changes total score from -23055470.000000 to -23055172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (134716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134716 members 
Entering Unmasked Estep 
Score: -8028926.500000 Penalty: 537.397095
	Iteration 0F: 2 clusters Score -8028926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -7944681.500000 Penalty: 1074.794189
	Iteration 0F: 3 clusters Score -7944682 nChanged 65817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -7985857.000000 Penalty: 1074.794189
	Iteration 1F: 3 clusters Score -7985857 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -7989039.000000 Penalty: 1074.794189
	Iteration 2F: 3 clusters Score -7989039 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -7994371.000000 Penalty: 1074.794189
	Iteration 3F: 3 clusters Score -7994371 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -8002489.500000 Penalty: 1074.794189
	Iteration 4F: 3 clusters Score -8002490 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -8011076.500000 Penalty: 1074.794189
	Iteration 5F: 3 clusters Score -8011076 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -8016374.000000 Penalty: 1074.794189
	Iteration 6F: 3 clusters Score -8016374 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -8018257.500000 Penalty: 1074.794189
	Iteration 7Q: 3 clusters Score -8018258 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -8018888.500000 Penalty: 1074.794189
	Iteration 8Q: 3 clusters Score -8018888 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -8019340.000000 Penalty: 1074.794189
	Iteration 9Q: 3 clusters Score -8019340 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -8019716.500000 Penalty: 1074.794189
	Iteration 10Q: 3 clusters Score -8019716 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -8020067.500000 Penalty: 1074.794189
	Iteration 11Q: 3 clusters Score -8020068 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -8020424.000000 Penalty: 1074.794189
	Iteration 12Q: 3 clusters Score -8020424 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -8020612.500000 Penalty: 1074.794189
	Iteration 13Q: 3 clusters Score -8020612 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -8020856.500000 Penalty: 1074.794189
	Iteration 14Q: 3 clusters Score -8020856 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -8021163.500000 Penalty: 1074.794189
	Iteration 15Q: 3 clusters Score -8021164 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -8021318.000000 Penalty: 1074.794189
	Iteration 16Q: 3 clusters Score -8021318 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -8021433.500000 Penalty: 1074.794189
	Iteration 17Q: 3 clusters Score -8021434 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -8021465.500000 Penalty: 1074.794189
	Iteration 18Q: 3 clusters Score -8021466 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -8021555.000000 Penalty: 1074.794189
	Iteration 19Q: 3 clusters Score -8021555 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -8021591.000000 Penalty: 1074.794189
	Iteration 20F: 3 clusters Score -8021591 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -8021601.000000 Penalty: 1074.794189
	Iteration 21Q: 3 clusters Score -8021601 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -8021625.500000 Penalty: 1074.794189
	Iteration 22Q: 3 clusters Score -8021626 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -8021679.000000 Penalty: 1074.794189
	Iteration 23Q: 3 clusters Score -8021679 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -8021675.500000 Penalty: 1074.794189
	Iteration 24Q: 3 clusters Score -8021676 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -8021666.000000 Penalty: 1074.794189
	Iteration 25Q: 3 clusters Score -8021666 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -8021669.000000 Penalty: 1074.794189
	Iteration 26Q: 3 clusters Score -8021669 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -8021688.000000 Penalty: 1074.794189
	Iteration 27Q: 3 clusters Score -8021688 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -8021704.500000 Penalty: 1074.794189
	Iteration 28Q: 3 clusters Score -8021704 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -8021697.000000 Penalty: 1074.794189
	Iteration 29Q: 3 clusters Score -8021697 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -8021684.000000 Penalty: 1074.794189
	Iteration 30Q: 3 clusters Score -8021684 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -8021667.500000 Penalty: 1074.794189
	Iteration 31Q: 3 clusters Score -8021668 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -8021704.500000 Penalty: 1074.794189
	Iteration 32Q: 3 clusters Score -8021704 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -8021724.500000 Penalty: 1074.794189
	Iteration 33Q: 3 clusters Score -8021724 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -8021721.500000 Penalty: 1074.794189
	Iteration 34Q: 3 clusters Score -8021722 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -8021686.000000 Penalty: 1074.794189
	Iteration 35Q: 3 clusters Score -8021686 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -8021694.000000 Penalty: 1074.794189
	Iteration 36Q: 3 clusters Score -8021694 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -8021701.500000 Penalty: 1074.794189
	Iteration 37Q: 3 clusters Score -8021702 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -8021733.000000 Penalty: 1074.794189
	Iteration 38Q: 3 clusters Score -8021733 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -8021698.500000 Penalty: 1074.794189
	Iteration 39Q: 3 clusters Score -8021698 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -8021677.500000 Penalty: 1074.794189
	Iteration 40F: 3 clusters Score -8021678 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -8021654.500000 Penalty: 1074.794189
	Iteration 41Q: 3 clusters Score -8021654 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -8021669.500000 Penalty: 1074.794189
	Iteration 42Q: 3 clusters Score -8021670 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -8021664.500000 Penalty: 1074.794189
	Iteration 43Q: 3 clusters Score -8021664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -8021686.000000 Penalty: 1074.794189
	Iteration 44Q: 3 clusters Score -8021686 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -8021694.000000 Penalty: 1074.794189
	Iteration 45Q: 3 clusters Score -8021694 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -8021693.000000 Penalty: 1074.794189
	Iteration 46Q: 3 clusters Score -8021693 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -8021721.500000 Penalty: 1074.794189
	Iteration 47Q: 3 clusters Score -8021722 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -8021714.500000 Penalty: 1074.794189
	Iteration 48Q: 3 clusters Score -8021714 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -8021692.000000 Penalty: 1074.794189
	Iteration 49Q: 3 clusters Score -8021692 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -8021684.000000 Penalty: 1074.794189
	Iteration 50Q: 3 clusters Score -8021684 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -8021664.500000 Penalty: 1074.794189
	Iteration 51Q: 3 clusters Score -8021664 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -8021678.000000 Penalty: 1074.794189
	Iteration 52Q: 3 clusters Score -8021678 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -8021686.500000 Penalty: 1074.794189
	Iteration 53Q: 3 clusters Score -8021686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -8021719.000000 Penalty: 1074.794189
	Iteration 54Q: 3 clusters Score -8021719 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -8021709.500000 Penalty: 1074.794189
	Iteration 55Q: 3 clusters Score -8021710 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -8021723.500000 Penalty: 1074.794189
	Iteration 56Q: 3 clusters Score -8021724 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -8021712.500000 Penalty: 1074.794189
	Iteration 57Q: 3 clusters Score -8021712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -8021725.500000 Penalty: 1074.794189
	Iteration 58Q: 3 clusters Score -8021726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -8021743.000000 Penalty: 1074.794189
	Iteration 59Q: 3 clusters Score -8021743 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -8021743.500000 Penalty: 1074.794189
	Iteration 60F: 3 clusters Score -8021744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -8021768.000000 Penalty: 1074.794189
	Iteration 61Q: 3 clusters Score -8021768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -8021752.000000 Penalty: 1074.794189
	Iteration 62Q: 3 clusters Score -8021752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -8021776.500000 Penalty: 1074.794189
	Iteration 63Q: 3 clusters Score -8021776 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -8021783.000000 Penalty: 1074.794189
	Iteration 64Q: 3 clusters Score -8021783 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -8021762.500000 Penalty: 1074.794189
	Iteration 65Q: 3 clusters Score -8021762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -8021759.500000 Penalty: 1074.794189
	Iteration 66Q: 3 clusters Score -8021760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -8021774.500000 Penalty: 1074.794189
	Iteration 67Q: 3 clusters Score -8021774 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -8021767.000000 Penalty: 1074.794189
	Iteration 68Q: 3 clusters Score -8021767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -8021787.000000 Penalty: 1074.794189
	Iteration 69Q: 3 clusters Score -8021787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -8021785.500000 Penalty: 1074.794189
	Iteration 70Q: 3 clusters Score -8021786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -8021796.000000 Penalty: 1074.794189
	Iteration 71Q: 3 clusters Score -8021796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -8021789.000000 Penalty: 1074.794189
	Iteration 72Q: 3 clusters Score -8021789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -8021797.500000 Penalty: 1074.794189
	Iteration 73Q: 3 clusters Score -8021798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -8021804.500000 Penalty: 1074.794189
	Iteration 74Q: 3 clusters Score -8021804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -8021817.500000 Penalty: 1074.794189
	Iteration 75Q: 3 clusters Score -8021818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -8021824.000000 Penalty: 1074.794189
	Iteration 76Q: 3 clusters Score -8021824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -8021812.500000 Penalty: 1074.794189
	Iteration 77Q: 3 clusters Score -8021812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -8021798.500000 Penalty: 1074.794189
	Iteration 78Q: 3 clusters Score -8021798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -8021803.000000 Penalty: 1074.794189
	Iteration 79Q: 3 clusters Score -8021803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -8021802.500000 Penalty: 1074.794189
	Iteration 80F: 3 clusters Score -8021802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -8021805.000000 Penalty: 1074.794189
	Iteration 81Q: 3 clusters Score -8021805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -8021803.000000 Penalty: 1074.794189
	Iteration 82Q: 3 clusters Score -8021803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -8021810.500000 Penalty: 1074.794189
	Iteration 83Q: 3 clusters Score -8021810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -8021817.000000 Penalty: 1074.794189
	Iteration 84Q: 3 clusters Score -8021817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -8021817.500000 Penalty: 1074.794189
	Iteration 85Q: 3 clusters Score -8021818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -8021815.500000 Penalty: 1074.794189
	Iteration 86Q: 3 clusters Score -8021816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -8021805.500000 Penalty: 1074.794189
	Iteration 87Q: 3 clusters Score -8021806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -8021811.000000 Penalty: 1074.794189
	Iteration 88Q: 3 clusters Score -8021811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -8021811.500000 Penalty: 1074.794189
	Iteration 89Q: 3 clusters Score -8021812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -8021811.500000 Penalty: 1074.794189
	Iteration 90Q: 3 clusters Score -8021812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -8021822.500000 Penalty: 1074.794189
	Iteration 91Q: 3 clusters Score -8021822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -8021819.000000 Penalty: 1074.794189
	Iteration 92Q: 3 clusters Score -8021819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -8021820.500000 Penalty: 1074.794189
	Iteration 93Q: 3 clusters Score -8021820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -8021822.500000 Penalty: 1074.794189
	Iteration 94Q: 3 clusters Score -8021822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -8021825.000000 Penalty: 1074.794189
	Iteration 95Q: 3 clusters Score -8021825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -8021828.000000 Penalty: 1074.794189
	Iteration 96Q: 3 clusters Score -8021828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -8021833.000000 Penalty: 1074.794189
	Iteration 97Q: 3 clusters Score -8021833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -8021834.000000 Penalty: 1074.794189
	Iteration 98Q: 3 clusters Score -8021834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -8021834.000000 Penalty: 1074.794189
	Iteration 99Q: 3 clusters Score -8021834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -8021835.500000 Penalty: 1074.794189
	Iteration 100F: 3 clusters Score -8021836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -8021828.000000 Penalty: 1074.794189
	Iteration 101Q: 3 clusters Score -8021828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -8021826.000000 Penalty: 1074.794189
	Iteration 102Q: 3 clusters Score -8021826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -8021828.500000 Penalty: 1074.794189
	Iteration 103Q: 3 clusters Score -8021828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -8021821.500000 Penalty: 1074.794189
	Iteration 104Q: 3 clusters Score -8021822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -8021824.500000 Penalty: 1074.794189
	Iteration 105Q: 3 clusters Score -8021824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -8021819.000000 Penalty: 1074.794189
	Iteration 106Q: 3 clusters Score -8021819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -8021820.500000 Penalty: 1074.794189
	Iteration 107Q: 3 clusters Score -8021820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -8021813.000000 Penalty: 1074.794189
	Iteration 108Q: 3 clusters Score -8021813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -8021815.500000 Penalty: 1074.794189
	Iteration 109Q: 3 clusters Score -8021816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -8021810.000000 Penalty: 1074.794189
	Iteration 110Q: 3 clusters Score -8021810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -8021818.000000 Penalty: 1074.794189
	Iteration 111Q: 3 clusters Score -8021818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -8021809.500000 Penalty: 1074.794189
	Iteration 112Q: 3 clusters Score -8021810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -8021812.000000 Penalty: 1074.794189
	Iteration 113Q: 3 clusters Score -8021812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -8021809.000000 Penalty: 1074.794189
	Iteration 114Q: 3 clusters Score -8021809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -8021807.500000 Penalty: 1074.794189
	Iteration 115Q: 3 clusters Score -8021808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -8021807.500000 Penalty: 1074.794189
	Iteration 116F: 3 clusters Score -8021808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38307 members 
Entering Unmasked Estep 
Score: -2136386.500000 Penalty: 480.179138
	Iteration 0F: 2 clusters Score -2136386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2110796.250000 Penalty: 960.358276
	Iteration 0F: 3 clusters Score -2110796 nChanged 18480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2122683 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2123862.500000 Penalty: 960.358276
	Iteration 2F: 3 clusters Score -2123862 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2125180.000000 Penalty: 960.358276
	Iteration 3F: 3 clusters Score -2125180 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2126574.750000 Penalty: 960.358276
	Iteration 4F: 3 clusters Score -2126575 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2127956.000000 Penalty: 960.358276
	Iteration 5F: 3 clusters Score -2127956 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2129288.250000 Penalty: 960.358276
	Iteration 6F: 3 clusters Score -2129288 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2130489.250000 Penalty: 960.358276
	Iteration 7Q: 3 clusters Score -2130489 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2131427.250000 Penalty: 960.358276
	Iteration 8Q: 3 clusters Score -2131427 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2132017.250000 Penalty: 960.358276
	Iteration 9Q: 3 clusters Score -2132017 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2132414.500000 Penalty: 960.358276
	Iteration 10Q: 3 clusters Score -2132414 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2132753.250000 Penalty: 960.358276
	Iteration 11Q: 3 clusters Score -2132753 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2133079.250000 Penalty: 960.358276
	Iteration 12Q: 3 clusters Score -2133079 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2133433.750000 Penalty: 960.358276
	Iteration 13Q: 3 clusters Score -2133434 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2133806.250000 Penalty: 960.358276
	Iteration 14Q: 3 clusters Score -2133806 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2134172.000000 Penalty: 960.358276
	Iteration 15Q: 3 clusters Score -2134172 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2134556.000000 Penalty: 960.358276
	Iteration 16Q: 3 clusters Score -2134556 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2134898.500000 Penalty: 960.358276
	Iteration 17Q: 3 clusters Score -2134898 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2135218.500000 Penalty: 960.358276
	Iteration 18Q: 3 clusters Score -2135218 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2135445.000000 Penalty: 960.358276
	Iteration 19Q: 3 clusters Score -2135445 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2135596.000000 Penalty: 960.358276
	Iteration 20F: 3 clusters Score -2135596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2135713.000000 Penalty: 960.358276
	Iteration 21Q: 3 clusters Score -2135713 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2135799.250000 Penalty: 960.358276
	Iteration 22Q: 3 clusters Score -2135799 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2135871.500000 Penalty: 960.358276
	Iteration 23Q: 3 clusters Score -2135872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2135912.000000 Penalty: 960.358276
	Iteration 24Q: 3 clusters Score -2135912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2135941.250000 Penalty: 960.358276
	Iteration 25Q: 3 clusters Score -2135941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2135954.250000 Penalty: 960.358276
	Iteration 26Q: 3 clusters Score -2135954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2135960.500000 Penalty: 960.358276
	Iteration 27Q: 3 clusters Score -2135960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2135961.750000 Penalty: 960.358276
	Iteration 28Q: 3 clusters Score -2135962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2135964.750000 Penalty: 960.358276
	Iteration 29Q: 3 clusters Score -2135965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2135967.250000 Penalty: 960.358276
	Iteration 30Q: 3 clusters Score -2135967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2135969.000000 Penalty: 960.358276
	Iteration 31Q: 3 clusters Score -2135969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2135970.750000 Penalty: 960.358276
	Iteration 32Q: 3 clusters Score -2135971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2135972.250000 Penalty: 960.358276
	Iteration 33Q: 3 clusters Score -2135972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2135972.250000 Penalty: 960.358276
	Iteration 34F: 3 clusters Score -2135972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -6317.556641 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6317.557 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 70 members 
Entering Unmasked Estep 
Score: -6090.724121 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6090.724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6132.838867 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -6132.839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6138.173340 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -6138.173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6146.329102 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -6146.329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6147.011719 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -6147.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6148.312500 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -6148.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6151.131348 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -6151.131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6170.378906 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -6170.379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6174.211914 Penalty: 441.534760
	Iteration 8Q: 3 clusters Score -6174.212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6174.211914 Penalty: 441.534760
	Iteration 9F: 3 clusters Score -6174.212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -15574.543945 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -15574.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15231.253906 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15231.25 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15301.636719 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -15301.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15333.730469 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -15333.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15365.396484 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -15365.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15382.441406 Penalty: 520.249512
	Iteration 4F: 3 clusters Score -15382.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15393.371094 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -15393.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15409.291992 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -15409.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15428.555664 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -15428.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15432.001953 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -15432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15441.523438 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -15441.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15446.249023 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -15446.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15453.903320 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -15453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15457.872070 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -15457.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15462.985352 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -15462.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15465.930664 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -15465.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15466.639648 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -15466.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15468.805664 Penalty: 520.249512
	Iteration 16Q: 3 clusters Score -15468.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15470.231445 Penalty: 520.249512
	Iteration 17Q: 3 clusters Score -15470.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15472.234375 Penalty: 520.249512
	Iteration 18Q: 3 clusters Score -15472.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15473.321289 Penalty: 520.249512
	Iteration 19Q: 3 clusters Score -15473.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15473.725586 Penalty: 520.249512
	Iteration 20F: 3 clusters Score -15473.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -11020.210938 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -11020.21 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 125 members 
Entering Unmasked Estep 
Score: -10735.817383 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10735.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10920.633789 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10920.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11077.797852 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -11077.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11112.779297 Penalty: 497.593475
	Iteration 3F: 3 clusters Score -11112.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11138.005859 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -11138.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11160.765625 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -11160.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11160.765625 Penalty: 497.593475
	Iteration 6F: 3 clusters Score -11160.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134716 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 39 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177835 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 198 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
Score: -23055274.000000 Penalty: 14697.050781
Splitting cluster 7 changes total score from -23055470.000000 to -23055274.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (14520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Entering Unmasked Estep 
Score: -915554.812500 Penalty: 436.039368
	Iteration 0F: 2 clusters Score -915554.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -905718.500000 Penalty: 872.078735
	Iteration 0F: 3 clusters Score -905718.5 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -910330.125000 Penalty: 872.078735
	Iteration 1F: 3 clusters Score -910330.1 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -911055.500000 Penalty: 872.078735
	Iteration 2F: 3 clusters Score -911055.5 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -912075.000000 Penalty: 872.078735
	Iteration 3F: 3 clusters Score -912075 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -913207.875000 Penalty: 872.078735
	Iteration 4F: 3 clusters Score -913207.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -913926.875000 Penalty: 872.078735
	Iteration 5F: 3 clusters Score -913926.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -914208.062500 Penalty: 872.078735
	Iteration 6Q: 3 clusters Score -914208.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -914317.312500 Penalty: 872.078735
	Iteration 7Q: 3 clusters Score -914317.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -914382.000000 Penalty: 872.078735
	Iteration 8Q: 3 clusters Score -914382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -914451.687500 Penalty: 872.078735
	Iteration 9Q: 3 clusters Score -914451.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -914529.062500 Penalty: 872.078735
	Iteration 10Q: 3 clusters Score -914529.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -914592.562500 Penalty: 872.078735
	Iteration 11Q: 3 clusters Score -914592.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -914645.250000 Penalty: 872.078735
	Iteration 12Q: 3 clusters Score -914645.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -914682.375000 Penalty: 872.078735
	Iteration 13Q: 3 clusters Score -914682.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -914710.312500 Penalty: 872.078735
	Iteration 14Q: 3 clusters Score -914710.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -914731.875000 Penalty: 872.078735
	Iteration 15Q: 3 clusters Score -914731.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -914747.500000 Penalty: 872.078735
	Iteration 16Q: 3 clusters Score -914747.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -914761.062500 Penalty: 872.078735
	Iteration 17Q: 3 clusters Score -914761.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -914773.812500 Penalty: 872.078735
	Iteration 18Q: 3 clusters Score -914773.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -914787.562500 Penalty: 872.078735
	Iteration 19Q: 3 clusters Score -914787.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -914797.125000 Penalty: 872.078735
	Iteration 20F: 3 clusters Score -914797.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -914809.062500 Penalty: 872.078735
	Iteration 21Q: 3 clusters Score -914809.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -914817.250000 Penalty: 872.078735
	Iteration 22Q: 3 clusters Score -914817.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -914828.875000 Penalty: 872.078735
	Iteration 23Q: 3 clusters Score -914828.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -914843.937500 Penalty: 872.078735
	Iteration 24Q: 3 clusters Score -914843.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -914859.437500 Penalty: 872.078735
	Iteration 25Q: 3 clusters Score -914859.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -914871.812500 Penalty: 872.078735
	Iteration 26Q: 3 clusters Score -914871.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -914889.375000 Penalty: 872.078735
	Iteration 27Q: 3 clusters Score -914889.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -914907.812500 Penalty: 872.078735
	Iteration 28Q: 3 clusters Score -914907.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -914921.500000 Penalty: 872.078735
	Iteration 29Q: 3 clusters Score -914921.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -914927.625000 Penalty: 872.078735
	Iteration 30Q: 3 clusters Score -914927.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -914938.750000 Penalty: 872.078735
	Iteration 31Q: 3 clusters Score -914938.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -914950.000000 Penalty: 872.078735
	Iteration 32Q: 3 clusters Score -914950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -914960.812500 Penalty: 872.078735
	Iteration 33Q: 3 clusters Score -914960.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -914971.625000 Penalty: 872.078735
	Iteration 34Q: 3 clusters Score -914971.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -914981.875000 Penalty: 872.078735
	Iteration 35Q: 3 clusters Score -914981.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -914986.187500 Penalty: 872.078735
	Iteration 36Q: 3 clusters Score -914986.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -914997.750000 Penalty: 872.078735
	Iteration 37Q: 3 clusters Score -914997.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -915013.437500 Penalty: 872.078735
	Iteration 38Q: 3 clusters Score -915013.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -915029.562500 Penalty: 872.078735
	Iteration 39Q: 3 clusters Score -915029.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -915044.000000 Penalty: 872.078735
	Iteration 40F: 3 clusters Score -915044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -915054.500000 Penalty: 872.078735
	Iteration 41Q: 3 clusters Score -915054.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -915071.812500 Penalty: 872.078735
	Iteration 42Q: 3 clusters Score -915071.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -915079.250000 Penalty: 872.078735
	Iteration 43Q: 3 clusters Score -915079.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -915087.125000 Penalty: 872.078735
	Iteration 44Q: 3 clusters Score -915087.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -915098.125000 Penalty: 872.078735
	Iteration 45Q: 3 clusters Score -915098.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -915107.812500 Penalty: 872.078735
	Iteration 46Q: 3 clusters Score -915107.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -915120.500000 Penalty: 872.078735
	Iteration 47Q: 3 clusters Score -915120.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -915126.687500 Penalty: 872.078735
	Iteration 48Q: 3 clusters Score -915126.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -915132.750000 Penalty: 872.078735
	Iteration 49Q: 3 clusters Score -915132.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -915138.562500 Penalty: 872.078735
	Iteration 50Q: 3 clusters Score -915138.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -915142.687500 Penalty: 872.078735
	Iteration 51Q: 3 clusters Score -915142.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -915147.312500 Penalty: 872.078735
	Iteration 52Q: 3 clusters Score -915147.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -915150.875000 Penalty: 872.078735
	Iteration 53Q: 3 clusters Score -915150.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -915159.062500 Penalty: 872.078735
	Iteration 54Q: 3 clusters Score -915159.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -915163.000000 Penalty: 872.078735
	Iteration 55Q: 3 clusters Score -915163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -915163.500000 Penalty: 872.078735
	Iteration 56Q: 3 clusters Score -915163.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -915167.562500 Penalty: 872.078735
	Iteration 57Q: 3 clusters Score -915167.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -915172.000000 Penalty: 872.078735
	Iteration 58Q: 3 clusters Score -915172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -915173.625000 Penalty: 872.078735
	Iteration 59Q: 3 clusters Score -915173.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -915175.187500 Penalty: 872.078735
	Iteration 60F: 3 clusters Score -915175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -915175.625000 Penalty: 872.078735
	Iteration 61Q: 3 clusters Score -915175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -915177.500000 Penalty: 872.078735
	Iteration 62Q: 3 clusters Score -915177.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -915177.312500 Penalty: 872.078735
	Iteration 63Q: 3 clusters Score -915177.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -915179.250000 Penalty: 872.078735
	Iteration 64Q: 3 clusters Score -915179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -915178.875000 Penalty: 872.078735
	Iteration 65Q: 3 clusters Score -915178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -915181.500000 Penalty: 872.078735
	Iteration 66Q: 3 clusters Score -915181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -915181.312500 Penalty: 872.078735
	Iteration 67Q: 3 clusters Score -915181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -915184.687500 Penalty: 872.078735
	Iteration 68Q: 3 clusters Score -915184.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -915186.375000 Penalty: 872.078735
	Iteration 69Q: 3 clusters Score -915186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -915189.375000 Penalty: 872.078735
	Iteration 70Q: 3 clusters Score -915189.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -915189.375000 Penalty: 872.078735
	Iteration 71Q: 3 clusters Score -915189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -915190.250000 Penalty: 872.078735
	Iteration 72Q: 3 clusters Score -915190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -915192.250000 Penalty: 872.078735
	Iteration 73Q: 3 clusters Score -915192.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -915194.312500 Penalty: 872.078735
	Iteration 74Q: 3 clusters Score -915194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -915193.187500 Penalty: 872.078735
	Iteration 75Q: 3 clusters Score -915193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -915192.375000 Penalty: 872.078735
	Iteration 76Q: 3 clusters Score -915192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -915192.687500 Penalty: 872.078735
	Iteration 77Q: 3 clusters Score -915192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -915194.250000 Penalty: 872.078735
	Iteration 78Q: 3 clusters Score -915194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -915195.687500 Penalty: 872.078735
	Iteration 79Q: 3 clusters Score -915195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -915196.875000 Penalty: 872.078735
	Iteration 80F: 3 clusters Score -915196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -21712.519531 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -21712.52 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 191 members 
Entering Unmasked Estep 
Score: -21321.435547 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -21321.44 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21452.742188 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -21452.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21549.109375 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -21549.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21654.103516 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -21654.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21740.822266 Penalty: 539.107300
	Iteration 4F: 3 clusters Score -21740.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21771.617188 Penalty: 539.107300
	Iteration 5F: 3 clusters Score -21771.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21789.859375 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -21789.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21798.582031 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -21798.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21809.304688 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -21809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21813.292969 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -21813.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21814.783203 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -21814.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21814.783203 Penalty: 539.107300
	Iteration 11F: 3 clusters Score -21814.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134716 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 46 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177835 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 782 members 
Entering Unmasked Estep 
Score: -23055252.000000 Penalty: 14697.050781
Splitting cluster 9 changes total score from -23055470.000000 to -23055252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -6948.034668 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -6948.035 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 64 members 
Entering Unmasked Estep 
Score: -6715.377930 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -6715.378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6756.572266 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -6756.572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6766.943848 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -6766.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6768.406250 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -6768.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6768.406250 Penalty: 438.645630
	Iteration 4F: 3 clusters Score -6768.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -61737.703125 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -61737.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60867.425781 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -60867.43 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -61242.136719 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -61242.14 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -61423.773438 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -61423.77 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -61531.382812 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -61531.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -61590.816406 Penalty: 637.526794
	Iteration 4Q: 3 clusters Score -61590.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -61623.878906 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -61623.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -61667.007812 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -61667.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -61702.843750 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -61702.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61714.550781 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -61714.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -61721.656250 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -61721.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61722.886719 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -61722.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61725.097656 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -61725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -61726.789062 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -61726.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61727.792969 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -61727.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61728.402344 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -61728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -61728.570312 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -61728.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -61728.570312 Penalty: 637.526794
	Iteration 16F: 3 clusters Score -61728.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -228890.437500 Penalty: 378.380524
	Iteration 0F: 2 clusters Score -228890.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -226127.578125 Penalty: 756.761047
	Iteration 0F: 3 clusters Score -226127.6 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -227159.234375 Penalty: 756.761047
	Iteration 1F: 3 clusters Score -227159.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -227374.500000 Penalty: 756.761047
	Iteration 2F: 3 clusters Score -227374.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -227613.375000 Penalty: 756.761047
	Iteration 3F: 3 clusters Score -227613.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -227870.046875 Penalty: 756.761047
	Iteration 4F: 3 clusters Score -227870 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -228099.375000 Penalty: 756.761047
	Iteration 5F: 3 clusters Score -228099.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -228259.468750 Penalty: 756.761047
	Iteration 6F: 3 clusters Score -228259.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -228359.437500 Penalty: 756.761047
	Iteration 7Q: 3 clusters Score -228359.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -228435.078125 Penalty: 756.761047
	Iteration 8Q: 3 clusters Score -228435.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -228501.796875 Penalty: 756.761047
	Iteration 9Q: 3 clusters Score -228501.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -228534.781250 Penalty: 756.761047
	Iteration 10Q: 3 clusters Score -228534.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -228554.703125 Penalty: 756.761047
	Iteration 11Q: 3 clusters Score -228554.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -228575.328125 Penalty: 756.761047
	Iteration 12Q: 3 clusters Score -228575.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -228592.859375 Penalty: 756.761047
	Iteration 13Q: 3 clusters Score -228592.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -228610.625000 Penalty: 756.761047
	Iteration 14Q: 3 clusters Score -228610.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -228623.062500 Penalty: 756.761047
	Iteration 15Q: 3 clusters Score -228623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -228628.312500 Penalty: 756.761047
	Iteration 16Q: 3 clusters Score -228628.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -228632.500000 Penalty: 756.761047
	Iteration 17Q: 3 clusters Score -228632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -228634.359375 Penalty: 756.761047
	Iteration 18Q: 3 clusters Score -228634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -228637.343750 Penalty: 756.761047
	Iteration 19Q: 3 clusters Score -228637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -228639.359375 Penalty: 756.761047
	Iteration 20F: 3 clusters Score -228639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -228640.218750 Penalty: 756.761047
	Iteration 21Q: 3 clusters Score -228640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -228642.593750 Penalty: 756.761047
	Iteration 22Q: 3 clusters Score -228642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -228644.312500 Penalty: 756.761047
	Iteration 23Q: 3 clusters Score -228644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -228645.546875 Penalty: 756.761047
	Iteration 24Q: 3 clusters Score -228645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -228648.609375 Penalty: 756.761047
	Iteration 25Q: 3 clusters Score -228648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -228653.953125 Penalty: 756.761047
	Iteration 26Q: 3 clusters Score -228654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -228662.453125 Penalty: 756.761047
	Iteration 27Q: 3 clusters Score -228662.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -228671.578125 Penalty: 756.761047
	Iteration 28Q: 3 clusters Score -228671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -228677.296875 Penalty: 756.761047
	Iteration 29Q: 3 clusters Score -228677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -228679.671875 Penalty: 756.761047
	Iteration 30Q: 3 clusters Score -228679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -228680.875000 Penalty: 756.761047
	Iteration 31Q: 3 clusters Score -228680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -228682.484375 Penalty: 756.761047
	Iteration 32Q: 3 clusters Score -228682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -228684.171875 Penalty: 756.761047
	Iteration 33Q: 3 clusters Score -228684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -228685.500000 Penalty: 756.761047
	Iteration 34Q: 3 clusters Score -228685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -228687.578125 Penalty: 756.761047
	Iteration 35Q: 3 clusters Score -228687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -228691.031250 Penalty: 756.761047
	Iteration 36Q: 3 clusters Score -228691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -228694.953125 Penalty: 756.761047
	Iteration 37Q: 3 clusters Score -228695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -228698.921875 Penalty: 756.761047
	Iteration 38Q: 3 clusters Score -228698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -228703.062500 Penalty: 756.761047
	Iteration 39Q: 3 clusters Score -228703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -228705.125000 Penalty: 756.761047
	Iteration 40F: 3 clusters Score -228705.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177835 members 
Entering Unmasked Estep 
Score: -10369100.000000 Penalty: 550.031799
	Iteration 0F: 2 clusters Score -1.03691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -10258460.000000 Penalty: 1100.063599
	Iteration 0F: 3 clusters Score -1.025846e+07 nChanged 87201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -10312064.000000 Penalty: 1100.063599
	Iteration 1F: 3 clusters Score -1.031206e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -10316412.000000 Penalty: 1100.063599
	Iteration 2F: 3 clusters Score -1.031641e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -10323996.000000 Penalty: 1100.063599
	Iteration 3F: 3 clusters Score -1.0324e+07 nChanged 15343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -10336272.000000 Penalty: 1100.063599
	Iteration 4F: 3 clusters Score -1.033627e+07 nChanged 16258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -10349042.000000 Penalty: 1100.063599
	Iteration 5F: 3 clusters Score -1.034904e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -10358200.000000 Penalty: 1100.063599
	Iteration 6F: 3 clusters Score -1.03582e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -10363924.000000 Penalty: 1100.063599
	Iteration 7Q: 3 clusters Score -1.036392e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -10366470.000000 Penalty: 1100.063599
	Iteration 8Q: 3 clusters Score -1.036647e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -10367617.000000 Penalty: 1100.063599
	Iteration 9Q: 3 clusters Score -1.036762e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -10368173.000000 Penalty: 1100.063599
	Iteration 10Q: 3 clusters Score -1.036817e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -10368493.000000 Penalty: 1100.063599
	Iteration 11Q: 3 clusters Score -1.036849e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 176956 members 
Entering Unmasked Estep 
Score: -10368635.000000 Penalty: 1100.063599
	Iteration 12Q: 3 clusters Score -1.036864e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 177028 members 
Entering Unmasked Estep 
Score: -10368682.000000 Penalty: 1100.063599
	Iteration 13Q: 3 clusters Score -1.036868e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -10368697.000000 Penalty: 1100.063599
	Iteration 14Q: 3 clusters Score -1.03687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 177101 members 
Entering Unmasked Estep 
Score: -10368714.000000 Penalty: 1100.063599
	Iteration 15Q: 3 clusters Score -1.036871e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 177120 members 
Entering Unmasked Estep 
Score: -10368732.000000 Penalty: 1100.063599
	Iteration 16Q: 3 clusters Score -1.036873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 177126 members 
Entering Unmasked Estep 
Score: -10368699.000000 Penalty: 1100.063599
	Iteration 17Q: 3 clusters Score -1.03687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -10368702.000000 Penalty: 1100.063599
	Iteration 18Q: 3 clusters Score -1.03687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -10368702.000000 Penalty: 1100.063599
	Iteration 19Q: 3 clusters Score -1.03687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -10368695.000000 Penalty: 1100.063599
	Iteration 20F: 3 clusters Score -1.03687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -10368699.000000 Penalty: 1100.063599
	Iteration 21Q: 3 clusters Score -1.03687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 177149 members 
Entering Unmasked Estep 
Score: -10368694.000000 Penalty: 1100.063599
	Iteration 22Q: 3 clusters Score -1.036869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -10368711.000000 Penalty: 1100.063599
	Iteration 23Q: 3 clusters Score -1.036871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 177163 members 
Entering Unmasked Estep 
Score: -10368722.000000 Penalty: 1100.063599
	Iteration 24Q: 3 clusters Score -1.036872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 177170 members 
Entering Unmasked Estep 
Score: -10368710.000000 Penalty: 1100.063599
	Iteration 25Q: 3 clusters Score -1.036871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 177179 members 
Entering Unmasked Estep 
Score: -10368706.000000 Penalty: 1100.063599
	Iteration 26Q: 3 clusters Score -1.036871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -10368714.000000 Penalty: 1100.063599
	Iteration 27Q: 3 clusters Score -1.036871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 177179 members 
Entering Unmasked Estep 
Score: -10368706.000000 Penalty: 1100.063599
	Iteration 28Q: 3 clusters Score -1.036871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -10368708.000000 Penalty: 1100.063599
	Iteration 29Q: 3 clusters Score -1.036871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 177177 members 
Entering Unmasked Estep 
Score: -10368712.000000 Penalty: 1100.063599
	Iteration 30Q: 3 clusters Score -1.036871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 177177 members 
Entering Unmasked Estep 
Score: -10368714.000000 Penalty: 1100.063599
	Iteration 31Q: 3 clusters Score -1.036871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 177177 members 
Entering Unmasked Estep 
Score: -10368711.000000 Penalty: 1100.063599
	Iteration 32Q: 3 clusters Score -1.036871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 177176 members 
Entering Unmasked Estep 
Score: -10368710.000000 Penalty: 1100.063599
	Iteration 33Q: 3 clusters Score -1.036871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -10368711.000000 Penalty: 1100.063599
	Iteration 34Q: 3 clusters Score -1.036871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 177181 members 
Entering Unmasked Estep 
Score: -10368710.000000 Penalty: 1100.063599
	Iteration 35Q: 3 clusters Score -1.036871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 177181 members 
Entering Unmasked Estep 
Score: -10368710.000000 Penalty: 1100.063599
	Iteration 36F: 3 clusters Score -1.036871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -96195.328125 Penalty: 339.189758
	Iteration 0F: 2 clusters Score -96195.33 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 891 members 
Entering Unmasked Estep 
Score: -94944.445312 Penalty: 678.379517
	Iteration 0F: 3 clusters Score -94944.45 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -95369.242188 Penalty: 678.379517
	Iteration 1F: 3 clusters Score -95369.24 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95486.257812 Penalty: 678.379517
	Iteration 2F: 3 clusters Score -95486.26 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -95595.500000 Penalty: 678.379517
	Iteration 3F: 3 clusters Score -95595.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -95696.140625 Penalty: 678.379517
	Iteration 4F: 3 clusters Score -95696.14 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -95793.046875 Penalty: 678.379517
	Iteration 5F: 3 clusters Score -95793.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -95868.875000 Penalty: 678.379517
	Iteration 6Q: 3 clusters Score -95868.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -95908.484375 Penalty: 678.379517
	Iteration 7Q: 3 clusters Score -95908.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -95936.125000 Penalty: 678.379517
	Iteration 8Q: 3 clusters Score -95936.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -95952.492188 Penalty: 678.379517
	Iteration 9Q: 3 clusters Score -95952.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -95961.515625 Penalty: 678.379517
	Iteration 10Q: 3 clusters Score -95961.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -95965.828125 Penalty: 678.379517
	Iteration 11Q: 3 clusters Score -95965.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -95967.656250 Penalty: 678.379517
	Iteration 12Q: 3 clusters Score -95967.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -95970.046875 Penalty: 678.379517
	Iteration 13Q: 3 clusters Score -95970.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -95974.078125 Penalty: 678.379517
	Iteration 14Q: 3 clusters Score -95974.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -95977.335938 Penalty: 678.379517
	Iteration 15Q: 3 clusters Score -95977.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -95980.039062 Penalty: 678.379517
	Iteration 16Q: 3 clusters Score -95980.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -95983.250000 Penalty: 678.379517
	Iteration 17Q: 3 clusters Score -95983.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -95984.398438 Penalty: 678.379517
	Iteration 18Q: 3 clusters Score -95984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -95984.882812 Penalty: 678.379517
	Iteration 19Q: 3 clusters Score -95984.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -95985.921875 Penalty: 678.379517
	Iteration 20F: 3 clusters Score -95985.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -95987.953125 Penalty: 678.379517
	Iteration 21Q: 3 clusters Score -95987.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -95988.640625 Penalty: 678.379517
	Iteration 22Q: 3 clusters Score -95988.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -95989.000000 Penalty: 678.379517
	Iteration 23Q: 3 clusters Score -95989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -95989.812500 Penalty: 678.379517
	Iteration 24Q: 3 clusters Score -95989.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -95990.578125 Penalty: 678.379517
	Iteration 25Q: 3 clusters Score -95990.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -95991.210938 Penalty: 678.379517
	Iteration 26Q: 3 clusters Score -95991.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -95991.375000 Penalty: 678.379517
	Iteration 27Q: 3 clusters Score -95991.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -95991.375000 Penalty: 678.379517
	Iteration 28F: 3 clusters Score -95991.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -92814.710938 Penalty: 337.060547
	Iteration 0F: 2 clusters Score -92814.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -91605.625000 Penalty: 674.121094
	Iteration 0F: 3 clusters Score -91605.62 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -91981.773438 Penalty: 674.121094
	Iteration 1F: 3 clusters Score -91981.77 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -92048.046875 Penalty: 674.121094
	Iteration 2F: 3 clusters Score -92048.05 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -92109.875000 Penalty: 674.121094
	Iteration 3F: 3 clusters Score -92109.88 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -92181.164062 Penalty: 674.121094
	Iteration 4F: 3 clusters Score -92181.16 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -92238.632812 Penalty: 674.121094
	Iteration 5Q: 3 clusters Score -92238.63 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -92301.976562 Penalty: 674.121094
	Iteration 6F: 3 clusters Score -92301.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -92369.710938 Penalty: 674.121094
	Iteration 7Q: 3 clusters Score -92369.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -92436.679688 Penalty: 674.121094
	Iteration 8Q: 3 clusters Score -92436.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -92505.210938 Penalty: 674.121094
	Iteration 9Q: 3 clusters Score -92505.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -92562.140625 Penalty: 674.121094
	Iteration 10Q: 3 clusters Score -92562.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -92585.195312 Penalty: 674.121094
	Iteration 11Q: 3 clusters Score -92585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -92595.718750 Penalty: 674.121094
	Iteration 12Q: 3 clusters Score -92595.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -92607.570312 Penalty: 674.121094
	Iteration 13Q: 3 clusters Score -92607.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -92610.164062 Penalty: 674.121094
	Iteration 14Q: 3 clusters Score -92610.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -92610.500000 Penalty: 674.121094
	Iteration 15Q: 3 clusters Score -92610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -92610.500000 Penalty: 674.121094
	Iteration 16F: 3 clusters Score -92610.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -50375.769531 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -50375.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -49655.796875 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -49655.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -49907.480469 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -49907.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -49979.125000 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -49979.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -50053.718750 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -50053.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -50107.781250 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -50107.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -50142.761719 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -50142.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -50181.566406 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -50181.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -50212.753906 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -50212.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -50228.437500 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -50228.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -50247.632812 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -50247.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -50258.445312 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -50258.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -50264.574219 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -50264.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50271.917969 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -50271.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50275.433594 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -50275.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -50276.988281 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -50276.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -50277.789062 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -50277.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50277.957031 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -50277.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50277.957031 Penalty: 618.612549
	Iteration 17F: 3 clusters Score -50277.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Entering Unmasked Estep 
Score: -308394.593750 Penalty: 393.406189
	Iteration 0F: 2 clusters Score -308394.6 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 2831 members 
Entering Unmasked Estep 
Score: -304581.000000 Penalty: 786.812378
	Iteration 0F: 3 clusters Score -304581 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -306126.093750 Penalty: 786.812378
	Iteration 1F: 3 clusters Score -306126.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -306352.531250 Penalty: 786.812378
	Iteration 2F: 3 clusters Score -306352.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -306611.968750 Penalty: 786.812378
	Iteration 3F: 3 clusters Score -306612 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -306900.562500 Penalty: 786.812378
	Iteration 4F: 3 clusters Score -306900.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -307226.218750 Penalty: 786.812378
	Iteration 5F: 3 clusters Score -307226.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -307560.812500 Penalty: 786.812378
	Iteration 6F: 3 clusters Score -307560.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -307835.437500 Penalty: 786.812378
	Iteration 7F: 3 clusters Score -307835.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -307995.062500 Penalty: 786.812378
	Iteration 8Q: 3 clusters Score -307995.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -308057.343750 Penalty: 786.812378
	Iteration 9Q: 3 clusters Score -308057.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -308088.125000 Penalty: 786.812378
	Iteration 10Q: 3 clusters Score -308088.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -308099.093750 Penalty: 786.812378
	Iteration 11Q: 3 clusters Score -308099.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -308106.000000 Penalty: 786.812378
	Iteration 12Q: 3 clusters Score -308106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -308110.031250 Penalty: 786.812378
	Iteration 13Q: 3 clusters Score -308110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -308114.500000 Penalty: 786.812378
	Iteration 14Q: 3 clusters Score -308114.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -308118.281250 Penalty: 786.812378
	Iteration 15Q: 3 clusters Score -308118.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -308122.593750 Penalty: 786.812378
	Iteration 16Q: 3 clusters Score -308122.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -308126.468750 Penalty: 786.812378
	Iteration 17Q: 3 clusters Score -308126.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -308128.687500 Penalty: 786.812378
	Iteration 18Q: 3 clusters Score -308128.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -308132.312500 Penalty: 786.812378
	Iteration 19Q: 3 clusters Score -308132.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -308134.531250 Penalty: 786.812378
	Iteration 20F: 3 clusters Score -308134.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -308137.531250 Penalty: 786.812378
	Iteration 21Q: 3 clusters Score -308137.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -308142.937500 Penalty: 786.812378
	Iteration 22Q: 3 clusters Score -308142.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -308147.468750 Penalty: 786.812378
	Iteration 23Q: 3 clusters Score -308147.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -308151.750000 Penalty: 786.812378
	Iteration 24Q: 3 clusters Score -308151.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -308155.750000 Penalty: 786.812378
	Iteration 25Q: 3 clusters Score -308155.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -308158.875000 Penalty: 786.812378
	Iteration 26Q: 3 clusters Score -308158.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -308163.343750 Penalty: 786.812378
	Iteration 27Q: 3 clusters Score -308163.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -308165.656250 Penalty: 786.812378
	Iteration 28Q: 3 clusters Score -308165.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -308168.187500 Penalty: 786.812378
	Iteration 29Q: 3 clusters Score -308168.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -308170.812500 Penalty: 786.812378
	Iteration 30Q: 3 clusters Score -308170.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -308174.312500 Penalty: 786.812378
	Iteration 31Q: 3 clusters Score -308174.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -308175.843750 Penalty: 786.812378
	Iteration 32Q: 3 clusters Score -308175.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -308177.781250 Penalty: 786.812378
	Iteration 33Q: 3 clusters Score -308177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -308178.937500 Penalty: 786.812378
	Iteration 34Q: 3 clusters Score -308178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -308179.656250 Penalty: 786.812378
	Iteration 35Q: 3 clusters Score -308179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -308179.468750 Penalty: 786.812378
	Iteration 36Q: 3 clusters Score -308179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -308179.593750 Penalty: 786.812378
	Iteration 37Q: 3 clusters Score -308179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -308179.718750 Penalty: 786.812378
	Iteration 38Q: 3 clusters Score -308179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -308179.500000 Penalty: 786.812378
	Iteration 39Q: 3 clusters Score -308179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -308181.625000 Penalty: 786.812378
	Iteration 40F: 3 clusters Score -308181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -308181.562500 Penalty: 786.812378
	Iteration 41Q: 3 clusters Score -308181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -308182.968750 Penalty: 786.812378
	Iteration 42Q: 3 clusters Score -308183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -308183.187500 Penalty: 786.812378
	Iteration 43Q: 3 clusters Score -308183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -308183.187500 Penalty: 786.812378
	Iteration 44F: 3 clusters Score -308183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -163139.250000 Penalty: 365.413239
	Iteration 0F: 2 clusters Score -163139.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -160999.765625 Penalty: 730.826477
	Iteration 0F: 3 clusters Score -160999.8 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -161926.984375 Penalty: 730.826477
	Iteration 1F: 3 clusters Score -161927 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -162133.109375 Penalty: 730.826477
	Iteration 2F: 3 clusters Score -162133.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -162311.812500 Penalty: 730.826477
	Iteration 3F: 3 clusters Score -162311.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -162464.203125 Penalty: 730.826477
	Iteration 4F: 3 clusters Score -162464.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -162557.687500 Penalty: 730.826477
	Iteration 5F: 3 clusters Score -162557.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -162610.796875 Penalty: 730.826477
	Iteration 6Q: 3 clusters Score -162610.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -162649.890625 Penalty: 730.826477
	Iteration 7Q: 3 clusters Score -162649.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -162685.671875 Penalty: 730.826477
	Iteration 8Q: 3 clusters Score -162685.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -162707.937500 Penalty: 730.826477
	Iteration 9Q: 3 clusters Score -162707.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -162719.171875 Penalty: 730.826477
	Iteration 10Q: 3 clusters Score -162719.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162724.906250 Penalty: 730.826477
	Iteration 11Q: 3 clusters Score -162724.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162728.281250 Penalty: 730.826477
	Iteration 12Q: 3 clusters Score -162728.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162730.843750 Penalty: 730.826477
	Iteration 13Q: 3 clusters Score -162730.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162734.296875 Penalty: 730.826477
	Iteration 14Q: 3 clusters Score -162734.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162738.750000 Penalty: 730.826477
	Iteration 15Q: 3 clusters Score -162738.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -162742.906250 Penalty: 730.826477
	Iteration 16Q: 3 clusters Score -162742.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162747.375000 Penalty: 730.826477
	Iteration 17Q: 3 clusters Score -162747.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162750.953125 Penalty: 730.826477
	Iteration 18Q: 3 clusters Score -162751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -162752.390625 Penalty: 730.826477
	Iteration 19Q: 3 clusters Score -162752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -162754.578125 Penalty: 730.826477
	Iteration 20F: 3 clusters Score -162754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162755.671875 Penalty: 730.826477
	Iteration 21Q: 3 clusters Score -162755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162757.296875 Penalty: 730.826477
	Iteration 22Q: 3 clusters Score -162757.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -162758.390625 Penalty: 730.826477
	Iteration 23Q: 3 clusters Score -162758.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -162760.109375 Penalty: 730.826477
	Iteration 24Q: 3 clusters Score -162760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162761.656250 Penalty: 730.826477
	Iteration 25Q: 3 clusters Score -162761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -162762.609375 Penalty: 730.826477
	Iteration 26Q: 3 clusters Score -162762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162764.312500 Penalty: 730.826477
	Iteration 27Q: 3 clusters Score -162764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -162765.203125 Penalty: 730.826477
	Iteration 28Q: 3 clusters Score -162765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -162765.718750 Penalty: 730.826477
	Iteration 29Q: 3 clusters Score -162765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -162765.546875 Penalty: 730.826477
	Iteration 30Q: 3 clusters Score -162765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -162765.546875 Penalty: 730.826477
	Iteration 31F: 3 clusters Score -162765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1898.681274 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1898.681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1772.814453 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1772.814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1797.607056 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1797.607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1813.287231 Penalty: 352.279297
	Iteration 2Q: 3 clusters Score -1813.287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1813.287231 Penalty: 352.279297
	Iteration 3F: 3 clusters Score -1813.287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Entering Unmasked Estep 
Score: -964092.625000 Penalty: 442.501923
	Iteration 0F: 2 clusters Score -964092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -952876.000000 Penalty: 885.003845
	Iteration 0F: 3 clusters Score -952876 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -957959.750000 Penalty: 885.003845
	Iteration 1F: 3 clusters Score -957959.8 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -958843.062500 Penalty: 885.003845
	Iteration 2F: 3 clusters Score -958843.1 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -960112.000000 Penalty: 885.003845
	Iteration 3F: 3 clusters Score -960112 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -961403.375000 Penalty: 885.003845
	Iteration 4F: 3 clusters Score -961403.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -962360.625000 Penalty: 885.003845
	Iteration 5F: 3 clusters Score -962360.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -962881.000000 Penalty: 885.003845
	Iteration 6Q: 3 clusters Score -962881 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -963172.687500 Penalty: 885.003845
	Iteration 7Q: 3 clusters Score -963172.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -963345.562500 Penalty: 885.003845
	Iteration 8Q: 3 clusters Score -963345.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -963462.000000 Penalty: 885.003845
	Iteration 9Q: 3 clusters Score -963462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -963540.812500 Penalty: 885.003845
	Iteration 10Q: 3 clusters Score -963540.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -963597.750000 Penalty: 885.003845
	Iteration 11Q: 3 clusters Score -963597.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -963637.375000 Penalty: 885.003845
	Iteration 12Q: 3 clusters Score -963637.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -963688.687500 Penalty: 885.003845
	Iteration 13Q: 3 clusters Score -963688.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -963718.437500 Penalty: 885.003845
	Iteration 14Q: 3 clusters Score -963718.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -963747.937500 Penalty: 885.003845
	Iteration 15Q: 3 clusters Score -963747.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -963766.312500 Penalty: 885.003845
	Iteration 16Q: 3 clusters Score -963766.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -963780.500000 Penalty: 885.003845
	Iteration 17Q: 3 clusters Score -963780.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -963799.875000 Penalty: 885.003845
	Iteration 18Q: 3 clusters Score -963799.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -963813.125000 Penalty: 885.003845
	Iteration 19Q: 3 clusters Score -963813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -963818.812500 Penalty: 885.003845
	Iteration 20F: 3 clusters Score -963818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -963824.687500 Penalty: 885.003845
	Iteration 21Q: 3 clusters Score -963824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -963826.187500 Penalty: 885.003845
	Iteration 22Q: 3 clusters Score -963826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -963827.687500 Penalty: 885.003845
	Iteration 23Q: 3 clusters Score -963827.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -963828.750000 Penalty: 885.003845
	Iteration 24Q: 3 clusters Score -963828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -963829.937500 Penalty: 885.003845
	Iteration 25Q: 3 clusters Score -963829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -963830.562500 Penalty: 885.003845
	Iteration 26Q: 3 clusters Score -963830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -963829.937500 Penalty: 885.003845
	Iteration 27Q: 3 clusters Score -963829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -963830.000000 Penalty: 885.003845
	Iteration 28Q: 3 clusters Score -963830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -963830.312500 Penalty: 885.003845
	Iteration 29Q: 3 clusters Score -963830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -963831.250000 Penalty: 885.003845
	Iteration 30Q: 3 clusters Score -963831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -963831.875000 Penalty: 885.003845
	Iteration 31Q: 3 clusters Score -963831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -963833.000000 Penalty: 885.003845
	Iteration 32Q: 3 clusters Score -963833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -963832.562500 Penalty: 885.003845
	Iteration 33Q: 3 clusters Score -963832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -963833.125000 Penalty: 885.003845
	Iteration 34Q: 3 clusters Score -963833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -963834.625000 Penalty: 885.003845
	Iteration 35Q: 3 clusters Score -963834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -963834.687500 Penalty: 885.003845
	Iteration 36Q: 3 clusters Score -963834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -963837.687500 Penalty: 885.003845
	Iteration 37Q: 3 clusters Score -963837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -963839.500000 Penalty: 885.003845
	Iteration 38Q: 3 clusters Score -963839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -963839.750000 Penalty: 885.003845
	Iteration 39Q: 3 clusters Score -963839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -963840.062500 Penalty: 885.003845
	Iteration 40F: 3 clusters Score -963840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -963839.250000 Penalty: 885.003845
	Iteration 41Q: 3 clusters Score -963839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -963839.250000 Penalty: 885.003845
	Iteration 42F: 3 clusters Score -963839.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6694.299805 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6694.3 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 64 members 
Entering Unmasked Estep 
Score: -6482.416504 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6482.417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6544.701660 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6544.702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6565.907715 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6565.908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6573.469238 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -6573.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6575.159668 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6575.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6576.674316 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6576.674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6576.674316 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -6576.674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -59179.710938 Penalty: 314.257355
	Iteration 0F: 2 clusters Score -59179.71 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 497 members 
Entering Unmasked Estep 
Score: -58380.667969 Penalty: 628.514709
	Iteration 0F: 3 clusters Score -58380.67 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58603.773438 Penalty: 628.514709
	Iteration 1F: 3 clusters Score -58603.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58641.859375 Penalty: 628.514709
	Iteration 2F: 3 clusters Score -58641.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -58669.542969 Penalty: 628.514709
	Iteration 3Q: 3 clusters Score -58669.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58691.445312 Penalty: 628.514709
	Iteration 4Q: 3 clusters Score -58691.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58722.960938 Penalty: 628.514709
	Iteration 5Q: 3 clusters Score -58722.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58760.667969 Penalty: 628.514709
	Iteration 6F: 3 clusters Score -58760.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58788.355469 Penalty: 628.514709
	Iteration 7Q: 3 clusters Score -58788.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58810.648438 Penalty: 628.514709
	Iteration 8Q: 3 clusters Score -58810.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58828.625000 Penalty: 628.514709
	Iteration 9Q: 3 clusters Score -58828.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58845.890625 Penalty: 628.514709
	Iteration 10Q: 3 clusters Score -58845.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58856.574219 Penalty: 628.514709
	Iteration 11Q: 3 clusters Score -58856.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58863.691406 Penalty: 628.514709
	Iteration 12Q: 3 clusters Score -58863.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -58871.109375 Penalty: 628.514709
	Iteration 13Q: 3 clusters Score -58871.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -58889.769531 Penalty: 628.514709
	Iteration 14Q: 3 clusters Score -58889.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -58902.585938 Penalty: 628.514709
	Iteration 15Q: 3 clusters Score -58902.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -58913.519531 Penalty: 628.514709
	Iteration 16Q: 3 clusters Score -58913.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -58919.878906 Penalty: 628.514709
	Iteration 17Q: 3 clusters Score -58919.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -58932.015625 Penalty: 628.514709
	Iteration 18Q: 3 clusters Score -58932.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -58942.277344 Penalty: 628.514709
	Iteration 19Q: 3 clusters Score -58942.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -58949.691406 Penalty: 628.514709
	Iteration 20F: 3 clusters Score -58949.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -58955.125000 Penalty: 628.514709
	Iteration 21Q: 3 clusters Score -58955.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -58955.792969 Penalty: 628.514709
	Iteration 22Q: 3 clusters Score -58955.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -58955.792969 Penalty: 628.514709
	Iteration 23F: 3 clusters Score -58955.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -59756.804688 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -59756.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58873.585938 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -58873.59 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59119.910156 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -59119.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59165.699219 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -59165.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59196.890625 Penalty: 637.444275
	Iteration 3F: 3 clusters Score -59196.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59214.726562 Penalty: 637.444275
	Iteration 4Q: 3 clusters Score -59214.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59227.789062 Penalty: 637.444275
	Iteration 5Q: 3 clusters Score -59227.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59235.976562 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -59235.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59248.187500 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -59248.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59261.109375 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -59261.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -59281.324219 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -59281.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59300.890625 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -59300.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59310.765625 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -59310.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59316.785156 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -59316.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59323.871094 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -59323.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59336.187500 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -59336.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -59346.214844 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -59346.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59352.878906 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -59352.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -59355.578125 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -59355.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -59357.808594 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -59357.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59358.281250 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -59358.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59358.382812 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -59358.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59359.003906 Penalty: 637.444275
	Iteration 21Q: 3 clusters Score -59359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -59359.652344 Penalty: 637.444275
	Iteration 22Q: 3 clusters Score -59359.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59360.468750 Penalty: 637.444275
	Iteration 23Q: 3 clusters Score -59360.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59361.375000 Penalty: 637.444275
	Iteration 24Q: 3 clusters Score -59361.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59362.410156 Penalty: 637.444275
	Iteration 25Q: 3 clusters Score -59362.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59362.476562 Penalty: 637.444275
	Iteration 26Q: 3 clusters Score -59362.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59362.476562 Penalty: 637.444275
	Iteration 27F: 3 clusters Score -59362.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -39202.906250 Penalty: 303.114380
	Iteration 0F: 2 clusters Score -39202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38569.402344 Penalty: 606.228760
	Iteration 0F: 3 clusters Score -38569.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38927.863281 Penalty: 606.228760
	Iteration 1F: 3 clusters Score -38927.86 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39056.875000 Penalty: 606.228760
	Iteration 2F: 3 clusters Score -39056.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39138.386719 Penalty: 606.228760
	Iteration 3F: 3 clusters Score -39138.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39173.890625 Penalty: 606.228760
	Iteration 4Q: 3 clusters Score -39173.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39194.250000 Penalty: 606.228760
	Iteration 5Q: 3 clusters Score -39194.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39201.792969 Penalty: 606.228760
	Iteration 6Q: 3 clusters Score -39201.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39206.046875 Penalty: 606.228760
	Iteration 7Q: 3 clusters Score -39206.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39208.234375 Penalty: 606.228760
	Iteration 8Q: 3 clusters Score -39208.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39209.753906 Penalty: 606.228760
	Iteration 9Q: 3 clusters Score -39209.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39210.480469 Penalty: 606.228760
	Iteration 10Q: 3 clusters Score -39210.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39211.636719 Penalty: 606.228760
	Iteration 11Q: 3 clusters Score -39211.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39212.453125 Penalty: 606.228760
	Iteration 12Q: 3 clusters Score -39212.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39212.906250 Penalty: 606.228760
	Iteration 13Q: 3 clusters Score -39212.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39212.906250 Penalty: 606.228760
	Iteration 14F: 3 clusters Score -39212.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 134716 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 14520 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 177835 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 177 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 48 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 605 members 
Entering Unmasked Estep 
Score: -23055208.000000 Penalty: 14697.050781
Splitting cluster 25 changes total score from -23055470.000000 to -23055208.000000
So it's not getting split.
--- Evaluating fit on full set of 1225793 points ---
Entering Unmasked Estep 
Score: -69135888.000000 Penalty: 15308.855469
22->25 Clusters: Score -69135888.000000, best is -69226464.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 408597 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 18550 members 
Mstep: Class 3 contains 18652 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 18855 members 
Mstep: Class 6 contains 18617 members 
Mstep: Class 7 contains 18541 members 
Mstep: Class 8 contains 18518 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 18574 members 
Mstep: Class 13 contains 18469 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 18610 members 
Mstep: Class 16 contains 18423 members 
Mstep: Class 17 contains 18462 members 
Mstep: Class 18 contains 18549 members 
Mstep: Class 19 contains 18536 members 
Mstep: Class 20 contains 18595 members 
Mstep: Class 21 contains 18334 members 
Mstep: Class 22 contains 18516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 0.000000 but Gain 587.881836
Score: -16589580.000000 Penalty: 12345.523438
Iteration 0F: 22 clusters Score -1.658958e+07 nChanged 390185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4922 members 
Mstep: Class 1 contains 332037 members 
Mstep: Class 2 contains 64 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 3366 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 14760 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 11 members 
Deleted class 11: not enough members
Mstep: Class 12 contains 114 members 
Mstep: Class 14 contains 1059 members 
Mstep: Class 15 contains 10 members 
Deleted class 15: not enough members
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 118 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 1577 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 13774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 131.408691 but Gain 587.881836
Score: -22736074.000000 Penalty: 10581.876953
Iteration 1F: 19 clusters Score -2.273607e+07 nChanged 58829
Entering Unmasked Mstep 
Mstep: Class 0 contains 3493 members 
Mstep: Class 1 contains 356561 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 1209 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 2995 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 14798 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 575 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 7382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 181.044052 but Gain 587.881836
Score: -22832722.000000 Penalty: 9993.995117
Iteration 2F: 18 clusters Score -2.283272e+07 nChanged 23418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3353 members 
Mstep: Class 1 contains 354759 members 
Mstep: Class 2 contains 525 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 23498 members 
Mstep: Class 12 contains 163 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 286.350891 but Gain 587.882812
Score: -22860108.000000 Penalty: 9406.112305
Iteration 3F: 17 clusters Score -2.286011e+07 nChanged 15282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3287 members 
Mstep: Class 1 contains 348245 members 
Mstep: Class 2 contains 868 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 31621 members 
Mstep: Class 12 contains 172 members 
Mstep: Class 16 contains 997 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 19 contains 859 members 
Mstep: Class 20 contains 5856 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 258.676819 but Gain 587.881836
Score: -22880680.000000 Penalty: 8818.230469
Iteration 4Q: 16 clusters Score -2.288068e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 341050 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 38680 members 
Mstep: Class 12 contains 178 members 
Mstep: Class 16 contains 1023 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 19 contains 1136 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22886082.000000 Penalty: 8818.230469
Iteration 5Q: 16 clusters Score -2.288608e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 334053 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 4632 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 44806 members 
Mstep: Class 12 contains 177 members 
Mstep: Class 16 contains 1050 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 8545 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22896722.000000 Penalty: 8818.230469
Iteration 6Q: 16 clusters Score -2.289672e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 327474 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 1017 members 
Mstep: Class 9 contains 50110 members 
Mstep: Class 12 contains 177 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 9711 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22905298.000000 Penalty: 8818.230469
Iteration 7Q: 16 clusters Score -2.29053e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 321387 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 7 contains 1189 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 54624 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1086 members 
Mstep: Class 17 contains 267 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 10775 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22916108.000000 Penalty: 8818.230469
Iteration 8Q: 16 clusters Score -2.291611e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 315670 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 4332 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 58619 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1096 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 11749 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22928302.000000 Penalty: 8818.230469
Iteration 9Q: 16 clusters Score -2.29283e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 3270 members 
Mstep: Class 1 contains 310727 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 61839 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 12606 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 483.471954 but Gain 587.881836
Score: -22937336.000000 Penalty: 8230.348633
Iteration 10Q: 15 clusters Score -2.293734e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 306416 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 7 contains 1289 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 64760 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1114 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 13359 members 
Mstep: Class 22 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22946518.000000 Penalty: 8230.348633
Iteration 11Q: 15 clusters Score -2.294652e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 302585 members 
Mstep: Class 2 contains 2037 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 67058 members 
Mstep: Class 12 contains 178 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 327 members 
Mstep: Class 19 contains 3816 members 
Mstep: Class 20 contains 13908 members 
Mstep: Class 22 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22952870.000000 Penalty: 8230.348633
Iteration 12Q: 15 clusters Score -2.295287e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 299159 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 4915 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 1200 members 
Mstep: Class 9 contains 69033 members 
Mstep: Class 12 contains 178 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 14430 members 
Mstep: Class 22 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22958142.000000 Penalty: 8230.348633
Iteration 13Q: 15 clusters Score -2.295814e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 3270 members 
Mstep: Class 1 contains 296111 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 9 contains 70850 members 
Mstep: Class 12 contains 178 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 14809 members 
Mstep: Class 22 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22963228.000000 Penalty: 8230.348633
Iteration 14Q: 15 clusters Score -2.296323e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 293365 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 7 contains 1195 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 72572 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 19 contains 4953 members 
Mstep: Class 20 contains 15148 members 
Mstep: Class 22 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22967836.000000 Penalty: 8230.348633
Iteration 15Q: 15 clusters Score -2.296784e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 290840 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 2879 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 74250 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 19 contains 5288 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22971648.000000 Penalty: 8230.348633
Iteration 16Q: 15 clusters Score -2.297165e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 288463 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 75831 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 15572 members 
Mstep: Class 22 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22975396.000000 Penalty: 8230.348633
Iteration 17Q: 15 clusters Score -2.29754e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 286244 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 77341 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 430 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 15716 members 
Mstep: Class 22 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22978256.000000 Penalty: 8230.348633
Iteration 18Q: 15 clusters Score -2.297826e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 284123 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 4269 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 78861 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 19 contains 6161 members 
Mstep: Class 20 contains 15849 members 
Mstep: Class 22 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22981118.000000 Penalty: 8230.348633
Iteration 19Q: 15 clusters Score -2.298112e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3269 members 
Mstep: Class 1 contains 282203 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 4269 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 80276 members 
Mstep: Class 12 contains 179 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 19 contains 6359 members 
Mstep: Class 20 contains 15968 members 
Mstep: Class 22 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22986018.000000 Penalty: 8230.348633
Iteration 20F: 15 clusters Score -2.298602e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 3223 members 
Mstep: Class 1 contains 280061 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 81260 members 
Mstep: Class 12 contains 182 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 16312 members 
Mstep: Class 22 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22990526.000000 Penalty: 8230.348633
Iteration 21Q: 15 clusters Score -2.299053e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 277872 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 1412 members 
Mstep: Class 9 contains 82394 members 
Mstep: Class 12 contains 182 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 16680 members 
Mstep: Class 22 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22994062.000000 Penalty: 8230.348633
Iteration 22Q: 15 clusters Score -2.299406e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 275686 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 2896 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 6763 members 
Mstep: Class 7 contains 931 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 83587 members 
Mstep: Class 12 contains 182 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 19 contains 7620 members 
Mstep: Class 20 contains 16991 members 
Mstep: Class 22 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22997084.000000 Penalty: 8230.348633
Iteration 23Q: 15 clusters Score -2.299708e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 273398 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 2889 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 84887 members 
Mstep: Class 12 contains 182 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 19 contains 8008 members 
Mstep: Class 20 contains 17329 members 
Mstep: Class 22 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22999740.000000 Penalty: 8230.348633
Iteration 24Q: 15 clusters Score -2.299974e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 271265 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 2889 members 
Mstep: Class 4 contains 3595 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 1775 members 
Mstep: Class 9 contains 86120 members 
Mstep: Class 12 contains 182 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 22 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23002764.000000 Penalty: 8230.348633
Iteration 25Q: 15 clusters Score -2.300276e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 269185 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 87348 members 
Mstep: Class 12 contains 181 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 19 contains 8648 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 22 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23005692.000000 Penalty: 8230.348633
Iteration 26Q: 15 clusters Score -2.300569e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 267180 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 7424 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 88491 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1222 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 19 contains 8948 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 22 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23007432.000000 Penalty: 8230.348633
Iteration 27Q: 15 clusters Score -2.300743e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 265289 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 7589 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 89627 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 19 contains 9257 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 22 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23009646.000000 Penalty: 8230.348633
Iteration 28Q: 15 clusters Score -2.300965e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 263484 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 7696 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 90809 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 18543 members 
Mstep: Class 22 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23011806.000000 Penalty: 8230.348633
Iteration 29Q: 15 clusters Score -2.301181e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 261759 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 3423 members 
Mstep: Class 5 contains 7773 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 91997 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 19 contains 9775 members 
Mstep: Class 20 contains 18706 members 
Mstep: Class 22 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23013762.000000 Penalty: 8230.348633
Iteration 30Q: 15 clusters Score -2.301376e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 260131 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 7829 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 93110 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 18869 members 
Mstep: Class 22 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23015362.000000 Penalty: 8230.348633
Iteration 31Q: 15 clusters Score -2.301536e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 258465 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 2677 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 94208 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 19 contains 10234 members 
Mstep: Class 20 contains 19110 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016650.000000 Penalty: 8230.348633
Iteration 32Q: 15 clusters Score -2.301665e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 256779 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 2685 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 95289 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 19 contains 10470 members 
Mstep: Class 20 contains 19379 members 
Mstep: Class 22 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23017276.000000 Penalty: 8230.348633
Iteration 33Q: 15 clusters Score -2.301728e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 255048 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7923 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 96417 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 19 contains 10697 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 22 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23018216.000000 Penalty: 8230.348633
Iteration 34Q: 15 clusters Score -2.301822e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 253386 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 97506 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 19979 members 
Mstep: Class 22 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23018724.000000 Penalty: 8230.348633
Iteration 35Q: 15 clusters Score -2.301872e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 251691 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 98674 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 19 contains 11106 members 
Mstep: Class 20 contains 20259 members 
Mstep: Class 22 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23019338.000000 Penalty: 8230.348633
Iteration 36Q: 15 clusters Score -2.301934e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 250003 members 
Mstep: Class 2 contains 3285 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 99788 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 20614 members 
Mstep: Class 22 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23019908.000000 Penalty: 8230.348633
Iteration 37Q: 15 clusters Score -2.301991e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 248412 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7837 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 100895 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 22 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23020356.000000 Penalty: 8230.348633
Iteration 38Q: 15 clusters Score -2.302036e+07 nChanged 2852
Entering ConstructFrom: 
Score: -23020356.000000 Penalty: 8230.348633
Entering ConstructFrom: 
Trying to split cluster 1 (246775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246775 members 
Entering Unmasked Estep 
Score: -14531204.000000 Penalty: 564.938538
	Iteration 0F: 2 clusters Score -1.45312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123491 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -14405159.000000 Penalty: 1129.877075
	Iteration 0F: 3 clusters Score -1.440516e+07 nChanged 122126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118879 members 
Mstep: Class 2 contains 127896 members 
Entering Unmasked Estep 
Score: -14481070.000000 Penalty: 1129.877075
	Iteration 1F: 3 clusters Score -1.448107e+07 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112315 members 
Mstep: Class 2 contains 134460 members 
Entering Unmasked Estep 
Score: -14485686.000000 Penalty: 1129.877075
	Iteration 2F: 3 clusters Score -1.448569e+07 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -14490556.000000 Penalty: 1129.877075
	Iteration 3F: 3 clusters Score -1.449056e+07 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -14495236.000000 Penalty: 1129.877075
	Iteration 4F: 3 clusters Score -1.449524e+07 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 160061 members 
Entering Unmasked Estep 
Score: -14500504.000000 Penalty: 1129.877075
	Iteration 5F: 3 clusters Score -1.45005e+07 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 166956 members 
Entering Unmasked Estep 
Score: -14506404.000000 Penalty: 1129.877075
	Iteration 6F: 3 clusters Score -1.45064e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -14513511.000000 Penalty: 1129.877075
	Iteration 7F: 3 clusters Score -1.451351e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -14520496.000000 Penalty: 1129.877075
	Iteration 8F: 3 clusters Score -1.45205e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -14526494.000000 Penalty: 1129.877075
	Iteration 9Q: 3 clusters Score -1.452649e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 175841 members 
Entering Unmasked Estep 
Score: -14529231.000000 Penalty: 1129.877075
	Iteration 10Q: 3 clusters Score -1.452923e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 175507 members 
Entering Unmasked Estep 
Score: -14529819.000000 Penalty: 1129.877075
	Iteration 11Q: 3 clusters Score -1.452982e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 175076 members 
Entering Unmasked Estep 
Score: -14530001.000000 Penalty: 1129.877075
	Iteration 12Q: 3 clusters Score -1.453e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -14530047.000000 Penalty: 1129.877075
	Iteration 13Q: 3 clusters Score -1.453005e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 173706 members 
Entering Unmasked Estep 
Score: -14530048.000000 Penalty: 1129.877075
	Iteration 14Q: 3 clusters Score -1.453005e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -14529964.000000 Penalty: 1129.877075
	Iteration 15Q: 3 clusters Score -1.452996e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -14530037.000000 Penalty: 1129.877075
	Iteration 16Q: 3 clusters Score -1.453004e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 170132 members 
Entering Unmasked Estep 
Score: -14530041.000000 Penalty: 1129.877075
	Iteration 17Q: 3 clusters Score -1.453004e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -14530263.000000 Penalty: 1129.877075
	Iteration 18Q: 3 clusters Score -1.453026e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -14530247.000000 Penalty: 1129.877075
	Iteration 19Q: 3 clusters Score -1.453025e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 165232 members 
Entering Unmasked Estep 
Score: -14530492.000000 Penalty: 1129.877075
	Iteration 20F: 3 clusters Score -1.453049e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -14530469.000000 Penalty: 1129.877075
	Iteration 21Q: 3 clusters Score -1.453047e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -14530496.000000 Penalty: 1129.877075
	Iteration 22Q: 3 clusters Score -1.45305e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -14530585.000000 Penalty: 1129.877075
	Iteration 23Q: 3 clusters Score -1.453058e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 154664 members 
Entering Unmasked Estep 
Score: -14530728.000000 Penalty: 1129.877075
	Iteration 24Q: 3 clusters Score -1.453073e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -14530911.000000 Penalty: 1129.877075
	Iteration 25Q: 3 clusters Score -1.453091e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 146702 members 
Entering Unmasked Estep 
Score: -14531080.000000 Penalty: 1129.877075
	Iteration 26Q: 3 clusters Score -1.453108e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -14531577.000000 Penalty: 1129.877075
	Iteration 27Q: 3 clusters Score -1.453158e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109423 members 
Mstep: Class 2 contains 137352 members 
Entering Unmasked Estep 
Score: -14532045.000000 Penalty: 1129.877075
	Iteration 28Q: 3 clusters Score -1.453204e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -14532883.000000 Penalty: 1129.877075
	Iteration 29Q: 3 clusters Score -1.453288e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 127606 members 
Entering Unmasked Estep 
Score: -14533424.000000 Penalty: 1129.877075
	Iteration 30Q: 3 clusters Score -1.453342e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124308 members 
Mstep: Class 2 contains 122467 members 
Entering Unmasked Estep 
Score: -14533956.000000 Penalty: 1129.877075
	Iteration 31Q: 3 clusters Score -1.453396e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 117085 members 
Entering Unmasked Estep 
Score: -14533653.000000 Penalty: 1129.877075
	Iteration 32Q: 3 clusters Score -1.453365e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -14533447.000000 Penalty: 1129.877075
	Iteration 33Q: 3 clusters Score -1.453345e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143016 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -14531910.000000 Penalty: 1129.877075
	Iteration 34Q: 3 clusters Score -1.453191e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -14530403.000000 Penalty: 1129.877075
	Iteration 35Q: 3 clusters Score -1.45304e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155488 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -14529149.000000 Penalty: 1129.877075
	Iteration 36Q: 3 clusters Score -1.452915e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -14528392.000000 Penalty: 1129.877075
	Iteration 37Q: 3 clusters Score -1.452839e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163188 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -14527400.000000 Penalty: 1129.877075
	Iteration 38Q: 3 clusters Score -1.45274e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165538 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -14526826.000000 Penalty: 1129.877075
	Iteration 39Q: 3 clusters Score -1.452683e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -14530770.000000 Penalty: 1129.877075
	Iteration 40F: 3 clusters Score -1.453077e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -14532480.000000 Penalty: 1129.877075
	Iteration 41Q: 3 clusters Score -1.453248e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176120 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -14533436.000000 Penalty: 1129.877075
	Iteration 42Q: 3 clusters Score -1.453344e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178530 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -14534609.000000 Penalty: 1129.877075
	Iteration 43Q: 3 clusters Score -1.453461e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -14535447.000000 Penalty: 1129.877075
	Iteration 44Q: 3 clusters Score -1.453545e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181128 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -14536088.000000 Penalty: 1129.877075
	Iteration 45Q: 3 clusters Score -1.453609e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181599 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -14536459.000000 Penalty: 1129.877075
	Iteration 46Q: 3 clusters Score -1.453646e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181715 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -14536733.000000 Penalty: 1129.877075
	Iteration 47Q: 3 clusters Score -1.453673e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181518 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -14536802.000000 Penalty: 1129.877075
	Iteration 48Q: 3 clusters Score -1.45368e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181143 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -14537015.000000 Penalty: 1129.877075
	Iteration 49Q: 3 clusters Score -1.453702e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -14537238.000000 Penalty: 1129.877075
	Iteration 50Q: 3 clusters Score -1.453724e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179969 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -14537191.000000 Penalty: 1129.877075
	Iteration 51Q: 3 clusters Score -1.453719e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179250 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -14537217.000000 Penalty: 1129.877075
	Iteration 52Q: 3 clusters Score -1.453722e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178505 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -14537193.000000 Penalty: 1129.877075
	Iteration 53Q: 3 clusters Score -1.453719e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177697 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -14537145.000000 Penalty: 1129.877075
	Iteration 54Q: 3 clusters Score -1.453714e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176781 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -14537131.000000 Penalty: 1129.877075
	Iteration 55Q: 3 clusters Score -1.453713e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -14537120.000000 Penalty: 1129.877075
	Iteration 56Q: 3 clusters Score -1.453712e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174897 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -14537140.000000 Penalty: 1129.877075
	Iteration 57Q: 3 clusters Score -1.453714e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174005 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -14537055.000000 Penalty: 1129.877075
	Iteration 58Q: 3 clusters Score -1.453706e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -14537070.000000 Penalty: 1129.877075
	Iteration 59Q: 3 clusters Score -1.453707e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -14537063.000000 Penalty: 1129.877075
	Iteration 60F: 3 clusters Score -1.453706e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171344 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -14536932.000000 Penalty: 1129.877075
	Iteration 61Q: 3 clusters Score -1.453693e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -14536976.000000 Penalty: 1129.877075
	Iteration 62Q: 3 clusters Score -1.453698e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169299 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -14537038.000000 Penalty: 1129.877075
	Iteration 63Q: 3 clusters Score -1.453704e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -14537351.000000 Penalty: 1129.877075
	Iteration 64Q: 3 clusters Score -1.453735e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -14537432.000000 Penalty: 1129.877075
	Iteration 65Q: 3 clusters Score -1.453743e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -14537487.000000 Penalty: 1129.877075
	Iteration 66Q: 3 clusters Score -1.453749e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -14537609.000000 Penalty: 1129.877075
	Iteration 67Q: 3 clusters Score -1.453761e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164015 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -14537775.000000 Penalty: 1129.877075
	Iteration 68Q: 3 clusters Score -1.453778e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -14537826.000000 Penalty: 1129.877075
	Iteration 69Q: 3 clusters Score -1.453783e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161994 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -14537994.000000 Penalty: 1129.877075
	Iteration 70Q: 3 clusters Score -1.453799e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161117 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -14538045.000000 Penalty: 1129.877075
	Iteration 71Q: 3 clusters Score -1.453804e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160327 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -14538031.000000 Penalty: 1129.877075
	Iteration 72Q: 3 clusters Score -1.453803e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -14538092.000000 Penalty: 1129.877075
	Iteration 73Q: 3 clusters Score -1.453809e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -14538058.000000 Penalty: 1129.877075
	Iteration 74Q: 3 clusters Score -1.453806e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -14538108.000000 Penalty: 1129.877075
	Iteration 75Q: 3 clusters Score -1.453811e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -14538126.000000 Penalty: 1129.877075
	Iteration 76Q: 3 clusters Score -1.453813e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157810 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -14538084.000000 Penalty: 1129.877075
	Iteration 77Q: 3 clusters Score -1.453808e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157488 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -14538096.000000 Penalty: 1129.877075
	Iteration 78Q: 3 clusters Score -1.45381e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -14538098.000000 Penalty: 1129.877075
	Iteration 79Q: 3 clusters Score -1.45381e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157008 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -14538086.000000 Penalty: 1129.877075
	Iteration 80F: 3 clusters Score -1.453809e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -14538047.000000 Penalty: 1129.877075
	Iteration 81Q: 3 clusters Score -1.453805e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -14538019.000000 Penalty: 1129.877075
	Iteration 82Q: 3 clusters Score -1.453802e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -14537993.000000 Penalty: 1129.877075
	Iteration 83Q: 3 clusters Score -1.453799e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -14537958.000000 Penalty: 1129.877075
	Iteration 84Q: 3 clusters Score -1.453796e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -14537945.000000 Penalty: 1129.877075
	Iteration 85Q: 3 clusters Score -1.453794e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -14537961.000000 Penalty: 1129.877075
	Iteration 86Q: 3 clusters Score -1.453796e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -14537972.000000 Penalty: 1129.877075
	Iteration 87Q: 3 clusters Score -1.453797e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -14538012.000000 Penalty: 1129.877075
	Iteration 88Q: 3 clusters Score -1.453801e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -14538006.000000 Penalty: 1129.877075
	Iteration 89Q: 3 clusters Score -1.453801e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -14537989.000000 Penalty: 1129.877075
	Iteration 90Q: 3 clusters Score -1.453799e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -14537983.000000 Penalty: 1129.877075
	Iteration 91Q: 3 clusters Score -1.453798e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -14537983.000000 Penalty: 1129.877075
	Iteration 92Q: 3 clusters Score -1.453798e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -14537969.000000 Penalty: 1129.877075
	Iteration 93Q: 3 clusters Score -1.453797e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -14537985.000000 Penalty: 1129.877075
	Iteration 94Q: 3 clusters Score -1.453798e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -14537991.000000 Penalty: 1129.877075
	Iteration 95Q: 3 clusters Score -1.453799e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -14537988.000000 Penalty: 1129.877075
	Iteration 96Q: 3 clusters Score -1.453799e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157472 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -14538028.000000 Penalty: 1129.877075
	Iteration 97Q: 3 clusters Score -1.453803e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -14537987.000000 Penalty: 1129.877075
	Iteration 98Q: 3 clusters Score -1.453799e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157572 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -14537985.000000 Penalty: 1129.877075
	Iteration 99Q: 3 clusters Score -1.453798e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -14537993.000000 Penalty: 1129.877075
	Iteration 100F: 3 clusters Score -1.453799e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157672 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -14537967.000000 Penalty: 1129.877075
	Iteration 101Q: 3 clusters Score -1.453797e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157733 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -14537954.000000 Penalty: 1129.877075
	Iteration 102Q: 3 clusters Score -1.453795e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -14537932.000000 Penalty: 1129.877075
	Iteration 103Q: 3 clusters Score -1.453793e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157881 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -14537907.000000 Penalty: 1129.877075
	Iteration 104Q: 3 clusters Score -1.453791e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157953 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -14537909.000000 Penalty: 1129.877075
	Iteration 105Q: 3 clusters Score -1.453791e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158026 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -14537889.000000 Penalty: 1129.877075
	Iteration 106Q: 3 clusters Score -1.453789e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158077 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -14537885.000000 Penalty: 1129.877075
	Iteration 107Q: 3 clusters Score -1.453788e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158123 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -14537846.000000 Penalty: 1129.877075
	Iteration 108Q: 3 clusters Score -1.453785e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -14537825.000000 Penalty: 1129.877075
	Iteration 109Q: 3 clusters Score -1.453782e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -14537847.000000 Penalty: 1129.877075
	Iteration 110Q: 3 clusters Score -1.453785e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -14537815.000000 Penalty: 1129.877075
	Iteration 111Q: 3 clusters Score -1.453782e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -14537825.000000 Penalty: 1129.877075
	Iteration 112Q: 3 clusters Score -1.453782e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -14537837.000000 Penalty: 1129.877075
	Iteration 113Q: 3 clusters Score -1.453784e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -14537843.000000 Penalty: 1129.877075
	Iteration 114Q: 3 clusters Score -1.453784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -14537812.000000 Penalty: 1129.877075
	Iteration 115Q: 3 clusters Score -1.453781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158401 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -14537814.000000 Penalty: 1129.877075
	Iteration 116Q: 3 clusters Score -1.453781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -14537803.000000 Penalty: 1129.877075
	Iteration 117Q: 3 clusters Score -1.45378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -14537818.000000 Penalty: 1129.877075
	Iteration 118Q: 3 clusters Score -1.453782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -14537800.000000 Penalty: 1129.877075
	Iteration 119Q: 3 clusters Score -1.45378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -14537764.000000 Penalty: 1129.877075
	Iteration 120F: 3 clusters Score -1.453776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -14537746.000000 Penalty: 1129.877075
	Iteration 121Q: 3 clusters Score -1.453775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -14537739.000000 Penalty: 1129.877075
	Iteration 122Q: 3 clusters Score -1.453774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -14537729.000000 Penalty: 1129.877075
	Iteration 123Q: 3 clusters Score -1.453773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158459 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -14537729.000000 Penalty: 1129.877075
	Iteration 124Q: 3 clusters Score -1.453773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158453 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -14537724.000000 Penalty: 1129.877075
	Iteration 125Q: 3 clusters Score -1.453772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158447 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -14537710.000000 Penalty: 1129.877075
	Iteration 126Q: 3 clusters Score -1.453771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158448 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -14537698.000000 Penalty: 1129.877075
	Iteration 127Q: 3 clusters Score -1.45377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -14537698.000000 Penalty: 1129.877075
	Iteration 128Q: 3 clusters Score -1.45377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -14537707.000000 Penalty: 1129.877075
	Iteration 129Q: 3 clusters Score -1.453771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158446 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -14537713.000000 Penalty: 1129.877075
	Iteration 130Q: 3 clusters Score -1.453771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -14537707.000000 Penalty: 1129.877075
	Iteration 131Q: 3 clusters Score -1.453771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -14537714.000000 Penalty: 1129.877075
	Iteration 132Q: 3 clusters Score -1.453771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -14537712.000000 Penalty: 1129.877075
	Iteration 133Q: 3 clusters Score -1.453771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158442 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -14537700.000000 Penalty: 1129.877075
	Iteration 134Q: 3 clusters Score -1.45377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -14537702.000000 Penalty: 1129.877075
	Iteration 135Q: 3 clusters Score -1.45377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158438 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -14537713.000000 Penalty: 1129.877075
	Iteration 136Q: 3 clusters Score -1.453771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -14537712.000000 Penalty: 1129.877075
	Iteration 137Q: 3 clusters Score -1.453771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -14537703.000000 Penalty: 1129.877075
	Iteration 138Q: 3 clusters Score -1.45377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158438 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -14537701.000000 Penalty: 1129.877075
	Iteration 139Q: 3 clusters Score -1.45377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158438 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -14537697.000000 Penalty: 1129.877075
	Iteration 140F: 3 clusters Score -1.45377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -14537690.000000 Penalty: 1129.877075
	Iteration 141Q: 3 clusters Score -1.453769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158442 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -14537691.000000 Penalty: 1129.877075
	Iteration 142Q: 3 clusters Score -1.453769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -14537681.000000 Penalty: 1129.877075
	Iteration 143Q: 3 clusters Score -1.453768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -14537687.000000 Penalty: 1129.877075
	Iteration 144Q: 3 clusters Score -1.453769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -14537690.000000 Penalty: 1129.877075
	Iteration 145Q: 3 clusters Score -1.453769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -14537690.000000 Penalty: 1129.877075
	Iteration 146F: 3 clusters Score -1.453769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 19 contains 11564 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23026738.000000 Penalty: 8818.230469
Splitting cluster 1 changes total score from -23020356.000000 to -23026738.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -198497.203125 Penalty: 367.945648
	Iteration 0F: 2 clusters Score -198497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -196303.125000 Penalty: 735.891296
	Iteration 0F: 3 clusters Score -196303.1 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -197830.890625 Penalty: 735.891296
	Iteration 1F: 3 clusters Score -197830.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -199081.578125 Penalty: 735.891296
	Iteration 2F: 3 clusters Score -199081.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199710.312500 Penalty: 735.891296
	Iteration 3F: 3 clusters Score -199710.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -199830.484375 Penalty: 735.891296
	Iteration 4F: 3 clusters Score -199830.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -199844.359375 Penalty: 735.891296
	Iteration 5Q: 3 clusters Score -199844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -199845.375000 Penalty: 735.891296
	Iteration 6Q: 3 clusters Score -199845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -199846.015625 Penalty: 735.891296
	Iteration 7Q: 3 clusters Score -199846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -199847.125000 Penalty: 735.891296
	Iteration 8Q: 3 clusters Score -199847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -199848.171875 Penalty: 735.891296
	Iteration 9Q: 3 clusters Score -199848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -199848.500000 Penalty: 735.891296
	Iteration 10Q: 3 clusters Score -199848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -199848.687500 Penalty: 735.891296
	Iteration 11Q: 3 clusters Score -199848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199848.765625 Penalty: 735.891296
	Iteration 12Q: 3 clusters Score -199848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -199848.828125 Penalty: 735.891296
	Iteration 13Q: 3 clusters Score -199848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -199848.828125 Penalty: 735.891296
	Iteration 14F: 3 clusters Score -199848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 19 contains 11564 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23027834.000000 Penalty: 9406.112305
Splitting cluster 2 changes total score from -23020356.000000 to -23027834.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -154359.125000 Penalty: 362.715820
	Iteration 0F: 2 clusters Score -154359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -152472.687500 Penalty: 725.431641
	Iteration 0F: 3 clusters Score -152472.7 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -153449.093750 Penalty: 725.431641
	Iteration 1F: 3 clusters Score -153449.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -153669.750000 Penalty: 725.431641
	Iteration 2F: 3 clusters Score -153669.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -153833.187500 Penalty: 725.431641
	Iteration 3F: 3 clusters Score -153833.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -153972.750000 Penalty: 725.431641
	Iteration 4F: 3 clusters Score -153972.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -154057.609375 Penalty: 725.431641
	Iteration 5Q: 3 clusters Score -154057.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -154108.078125 Penalty: 725.431641
	Iteration 6Q: 3 clusters Score -154108.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -154141.312500 Penalty: 725.431641
	Iteration 7Q: 3 clusters Score -154141.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -154158.875000 Penalty: 725.431641
	Iteration 8Q: 3 clusters Score -154158.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -154170.921875 Penalty: 725.431641
	Iteration 9Q: 3 clusters Score -154170.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -154177.484375 Penalty: 725.431641
	Iteration 10Q: 3 clusters Score -154177.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -154184.812500 Penalty: 725.431641
	Iteration 11Q: 3 clusters Score -154184.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -154190.203125 Penalty: 725.431641
	Iteration 12Q: 3 clusters Score -154190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -154197.562500 Penalty: 725.431641
	Iteration 13Q: 3 clusters Score -154197.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -154206.531250 Penalty: 725.431641
	Iteration 14Q: 3 clusters Score -154206.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -154211.375000 Penalty: 725.431641
	Iteration 15Q: 3 clusters Score -154211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -154215.875000 Penalty: 725.431641
	Iteration 16Q: 3 clusters Score -154215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -154220.718750 Penalty: 725.431641
	Iteration 17Q: 3 clusters Score -154220.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -154232.140625 Penalty: 725.431641
	Iteration 18Q: 3 clusters Score -154232.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -154240.484375 Penalty: 725.431641
	Iteration 19Q: 3 clusters Score -154240.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -154255.406250 Penalty: 725.431641
	Iteration 20F: 3 clusters Score -154255.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -154272.812500 Penalty: 725.431641
	Iteration 21Q: 3 clusters Score -154272.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -154284.218750 Penalty: 725.431641
	Iteration 22Q: 3 clusters Score -154284.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -154294.328125 Penalty: 725.431641
	Iteration 23Q: 3 clusters Score -154294.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -154297.890625 Penalty: 725.431641
	Iteration 24Q: 3 clusters Score -154297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -154301.359375 Penalty: 725.431641
	Iteration 25Q: 3 clusters Score -154301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -154306.250000 Penalty: 725.431641
	Iteration 26Q: 3 clusters Score -154306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -154310.609375 Penalty: 725.431641
	Iteration 27Q: 3 clusters Score -154310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -154314.500000 Penalty: 725.431641
	Iteration 28Q: 3 clusters Score -154314.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -154320.937500 Penalty: 725.431641
	Iteration 29Q: 3 clusters Score -154320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -154325.734375 Penalty: 725.431641
	Iteration 30Q: 3 clusters Score -154325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -154330.375000 Penalty: 725.431641
	Iteration 31Q: 3 clusters Score -154330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -154334.937500 Penalty: 725.431641
	Iteration 32Q: 3 clusters Score -154334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -154337.484375 Penalty: 725.431641
	Iteration 33Q: 3 clusters Score -154337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -154338.781250 Penalty: 725.431641
	Iteration 34Q: 3 clusters Score -154338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -154339.828125 Penalty: 725.431641
	Iteration 35Q: 3 clusters Score -154339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -154340.515625 Penalty: 725.431641
	Iteration 36Q: 3 clusters Score -154340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -154340.750000 Penalty: 725.431641
	Iteration 37Q: 3 clusters Score -154340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -154340.750000 Penalty: 725.431641
	Iteration 38F: 3 clusters Score -154340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -182718.015625 Penalty: 370.184937
	Iteration 0F: 2 clusters Score -182718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -180403.531250 Penalty: 740.369873
	Iteration 0F: 3 clusters Score -180403.5 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -181650.187500 Penalty: 740.369873
	Iteration 1F: 3 clusters Score -181650.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -182303.343750 Penalty: 740.369873
	Iteration 2F: 3 clusters Score -182303.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -183406.546875 Penalty: 740.369873
	Iteration 3F: 3 clusters Score -183406.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -185267.031250 Penalty: 740.369873
	Iteration 4F: 3 clusters Score -185267 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -185871.187500 Penalty: 740.369873
	Iteration 5F: 3 clusters Score -185871.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -186257.171875 Penalty: 740.369873
	Iteration 6Q: 3 clusters Score -186257.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -186548.046875 Penalty: 740.369873
	Iteration 7Q: 3 clusters Score -186548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -186797.578125 Penalty: 740.369873
	Iteration 8Q: 3 clusters Score -186797.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -186975.125000 Penalty: 740.369873
	Iteration 9Q: 3 clusters Score -186975.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -187120.218750 Penalty: 740.369873
	Iteration 10Q: 3 clusters Score -187120.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -187223.687500 Penalty: 740.369873
	Iteration 11Q: 3 clusters Score -187223.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -187331.968750 Penalty: 740.369873
	Iteration 12Q: 3 clusters Score -187332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -187446.343750 Penalty: 740.369873
	Iteration 13Q: 3 clusters Score -187446.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -187575.812500 Penalty: 740.369873
	Iteration 14Q: 3 clusters Score -187575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -187762.187500 Penalty: 740.369873
	Iteration 15Q: 3 clusters Score -187762.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -187955.062500 Penalty: 740.369873
	Iteration 16Q: 3 clusters Score -187955.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -188147.578125 Penalty: 740.369873
	Iteration 17Q: 3 clusters Score -188147.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -188272.265625 Penalty: 740.369873
	Iteration 18Q: 3 clusters Score -188272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -188296.531250 Penalty: 740.369873
	Iteration 19Q: 3 clusters Score -188296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -188297.031250 Penalty: 740.369873
	Iteration 20F: 3 clusters Score -188297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 19 contains 11564 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23033208.000000 Penalty: 9993.995117
Splitting cluster 4 changes total score from -23020356.000000 to -23033208.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (7811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Entering Unmasked Estep 
Score: -452358.593750 Penalty: 407.829620
	Iteration 0F: 2 clusters Score -452358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -447058.031250 Penalty: 815.659241
	Iteration 0F: 3 clusters Score -447058 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -449295.812500 Penalty: 815.659241
	Iteration 1F: 3 clusters Score -449295.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -449644.468750 Penalty: 815.659241
	Iteration 2F: 3 clusters Score -449644.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -450093.812500 Penalty: 815.659241
	Iteration 3F: 3 clusters Score -450093.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -450635.281250 Penalty: 815.659241
	Iteration 4F: 3 clusters Score -450635.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -451214.250000 Penalty: 815.659241
	Iteration 5F: 3 clusters Score -451214.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -451664.125000 Penalty: 815.659241
	Iteration 6F: 3 clusters Score -451664.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -451920.031250 Penalty: 815.659241
	Iteration 7Q: 3 clusters Score -451920 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -452091.687500 Penalty: 815.659241
	Iteration 8Q: 3 clusters Score -452091.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -452183.218750 Penalty: 815.659241
	Iteration 9Q: 3 clusters Score -452183.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -452224.656250 Penalty: 815.659241
	Iteration 10Q: 3 clusters Score -452224.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -452240.906250 Penalty: 815.659241
	Iteration 11Q: 3 clusters Score -452240.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -452250.343750 Penalty: 815.659241
	Iteration 12Q: 3 clusters Score -452250.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -452255.468750 Penalty: 815.659241
	Iteration 13Q: 3 clusters Score -452255.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -452260.062500 Penalty: 815.659241
	Iteration 14Q: 3 clusters Score -452260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -452263.593750 Penalty: 815.659241
	Iteration 15Q: 3 clusters Score -452263.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -452266.343750 Penalty: 815.659241
	Iteration 16Q: 3 clusters Score -452266.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -452270.093750 Penalty: 815.659241
	Iteration 17Q: 3 clusters Score -452270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -452271.562500 Penalty: 815.659241
	Iteration 18Q: 3 clusters Score -452271.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -452273.875000 Penalty: 815.659241
	Iteration 19Q: 3 clusters Score -452273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -452276.625000 Penalty: 815.659241
	Iteration 20F: 3 clusters Score -452276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -452277.593750 Penalty: 815.659241
	Iteration 21Q: 3 clusters Score -452277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -452281.531250 Penalty: 815.659241
	Iteration 22Q: 3 clusters Score -452281.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -452283.812500 Penalty: 815.659241
	Iteration 23Q: 3 clusters Score -452283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -452285.343750 Penalty: 815.659241
	Iteration 24Q: 3 clusters Score -452285.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -452286.812500 Penalty: 815.659241
	Iteration 25Q: 3 clusters Score -452286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -452287.687500 Penalty: 815.659241
	Iteration 26Q: 3 clusters Score -452287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -452288.937500 Penalty: 815.659241
	Iteration 27Q: 3 clusters Score -452288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -452289.000000 Penalty: 815.659241
	Iteration 28Q: 3 clusters Score -452289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -452289.000000 Penalty: 815.659241
	Iteration 29F: 3 clusters Score -452289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -64222.031250 Penalty: 317.930817
	Iteration 0F: 2 clusters Score -64222.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -63372.402344 Penalty: 635.861633
	Iteration 0F: 3 clusters Score -63372.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63601.222656 Penalty: 635.861633
	Iteration 1F: 3 clusters Score -63601.22 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63651.335938 Penalty: 635.861633
	Iteration 2F: 3 clusters Score -63651.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63684.089844 Penalty: 635.861633
	Iteration 3Q: 3 clusters Score -63684.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63703.847656 Penalty: 635.861633
	Iteration 4Q: 3 clusters Score -63703.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63732.097656 Penalty: 635.861633
	Iteration 5Q: 3 clusters Score -63732.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63762.855469 Penalty: 635.861633
	Iteration 6Q: 3 clusters Score -63762.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63797.714844 Penalty: 635.861633
	Iteration 7Q: 3 clusters Score -63797.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63819.152344 Penalty: 635.861633
	Iteration 8Q: 3 clusters Score -63819.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63840.304688 Penalty: 635.861633
	Iteration 9Q: 3 clusters Score -63840.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63853.375000 Penalty: 635.861633
	Iteration 10Q: 3 clusters Score -63853.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63865.449219 Penalty: 635.861633
	Iteration 11Q: 3 clusters Score -63865.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63878.375000 Penalty: 635.861633
	Iteration 12Q: 3 clusters Score -63878.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63893.996094 Penalty: 635.861633
	Iteration 13Q: 3 clusters Score -63894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63900.640625 Penalty: 635.861633
	Iteration 14Q: 3 clusters Score -63900.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63909.199219 Penalty: 635.861633
	Iteration 15Q: 3 clusters Score -63909.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -63915.441406 Penalty: 635.861633
	Iteration 16Q: 3 clusters Score -63915.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63921.222656 Penalty: 635.861633
	Iteration 17Q: 3 clusters Score -63921.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63924.871094 Penalty: 635.861633
	Iteration 18Q: 3 clusters Score -63924.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -63925.511719 Penalty: 635.861633
	Iteration 19Q: 3 clusters Score -63925.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63925.765625 Penalty: 635.861633
	Iteration 20F: 3 clusters Score -63925.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -107602.960938 Penalty: 344.782349
	Iteration 0F: 2 clusters Score -107603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -106231.578125 Penalty: 689.564697
	Iteration 0F: 3 clusters Score -106231.6 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -106741.476562 Penalty: 689.564697
	Iteration 1F: 3 clusters Score -106741.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -106832.250000 Penalty: 689.564697
	Iteration 2F: 3 clusters Score -106832.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -106895.531250 Penalty: 689.564697
	Iteration 3Q: 3 clusters Score -106895.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -106956.257812 Penalty: 689.564697
	Iteration 4Q: 3 clusters Score -106956.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -107040.820312 Penalty: 689.564697
	Iteration 5Q: 3 clusters Score -107040.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -107157.335938 Penalty: 689.564697
	Iteration 6Q: 3 clusters Score -107157.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -107336.039062 Penalty: 689.564697
	Iteration 7Q: 3 clusters Score -107336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107515.921875 Penalty: 689.564697
	Iteration 8Q: 3 clusters Score -107515.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -107680.546875 Penalty: 689.564697
	Iteration 9F: 3 clusters Score -107680.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107879.250000 Penalty: 689.564697
	Iteration 10F: 3 clusters Score -107879.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -108134.312500 Penalty: 689.564697
	Iteration 11F: 3 clusters Score -108134.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -108341.031250 Penalty: 689.564697
	Iteration 12Q: 3 clusters Score -108341 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -108442.476562 Penalty: 689.564697
	Iteration 13Q: 3 clusters Score -108442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -108480.648438 Penalty: 689.564697
	Iteration 14Q: 3 clusters Score -108480.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -108509.984375 Penalty: 689.564697
	Iteration 15Q: 3 clusters Score -108510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -108531.367188 Penalty: 689.564697
	Iteration 16Q: 3 clusters Score -108531.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -108539.742188 Penalty: 689.564697
	Iteration 17Q: 3 clusters Score -108539.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -108548.328125 Penalty: 689.564697
	Iteration 18Q: 3 clusters Score -108548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -108555.773438 Penalty: 689.564697
	Iteration 19Q: 3 clusters Score -108555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -108560.601562 Penalty: 689.564697
	Iteration 20F: 3 clusters Score -108560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -108563.039062 Penalty: 689.564697
	Iteration 21Q: 3 clusters Score -108563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -108564.890625 Penalty: 689.564697
	Iteration 22Q: 3 clusters Score -108564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -108565.421875 Penalty: 689.564697
	Iteration 23Q: 3 clusters Score -108565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -108566.453125 Penalty: 689.564697
	Iteration 24Q: 3 clusters Score -108566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -108566.617188 Penalty: 689.564697
	Iteration 25Q: 3 clusters Score -108566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -108566.617188 Penalty: 689.564697
	Iteration 26F: 3 clusters Score -108566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 180 members 
Mstep: Class 13 contains 1226 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 19 contains 11564 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23033922.000000 Penalty: 10581.876953
Splitting cluster 8 changes total score from -23020356.000000 to -23033922.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 9 (102046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Entering Unmasked Estep 
Score: -5758079.000000 Penalty: 524.759644
	Iteration 0F: 2 clusters Score -5758079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -5689098.000000 Penalty: 1049.519287
	Iteration 0F: 3 clusters Score -5689098 nChanged 49971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -5721496.000000 Penalty: 1049.519287
	Iteration 1F: 3 clusters Score -5721496 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -5724333.000000 Penalty: 1049.519287
	Iteration 2F: 3 clusters Score -5724333 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -5728486.500000 Penalty: 1049.519287
	Iteration 3F: 3 clusters Score -5728486 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -5733337.000000 Penalty: 1049.519287
	Iteration 4F: 3 clusters Score -5733337 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -5737177.000000 Penalty: 1049.519287
	Iteration 5F: 3 clusters Score -5737177 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -5739003.000000 Penalty: 1049.519287
	Iteration 6Q: 3 clusters Score -5739003 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -5739604.000000 Penalty: 1049.519287
	Iteration 7Q: 3 clusters Score -5739604 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -5739776.500000 Penalty: 1049.519287
	Iteration 8Q: 3 clusters Score -5739776 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -5739872.500000 Penalty: 1049.519287
	Iteration 9Q: 3 clusters Score -5739872 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -5739933.500000 Penalty: 1049.519287
	Iteration 10Q: 3 clusters Score -5739934 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -5739956.500000 Penalty: 1049.519287
	Iteration 11Q: 3 clusters Score -5739956 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -5739993.000000 Penalty: 1049.519287
	Iteration 12Q: 3 clusters Score -5739993 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -5740038.500000 Penalty: 1049.519287
	Iteration 13Q: 3 clusters Score -5740038 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -5740044.500000 Penalty: 1049.519287
	Iteration 14Q: 3 clusters Score -5740044 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -5740064.500000 Penalty: 1049.519287
	Iteration 15Q: 3 clusters Score -5740064 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -5740092.000000 Penalty: 1049.519287
	Iteration 16Q: 3 clusters Score -5740092 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -5740110.000000 Penalty: 1049.519287
	Iteration 17Q: 3 clusters Score -5740110 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -5740170.500000 Penalty: 1049.519287
	Iteration 18Q: 3 clusters Score -5740170 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -5740227.000000 Penalty: 1049.519287
	Iteration 19Q: 3 clusters Score -5740227 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -5740277.000000 Penalty: 1049.519287
	Iteration 20F: 3 clusters Score -5740277 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -5740358.500000 Penalty: 1049.519287
	Iteration 21Q: 3 clusters Score -5740358 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5740414 nChanged 672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5740457 nChanged 727
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Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5740546 nChanged 765
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Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5740633 nChanged 787
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Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 56725 members 
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	Iteration 26Q: 3 clusters Score -5740752 nChanged 822
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Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5740871 nChanged 852
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Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5740998 nChanged 901
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Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5741136 nChanged 989
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Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5741296 nChanged 1126
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Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5741481 nChanged 1203
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Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5741726 nChanged 1329
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Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5741959 nChanged 1435
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Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5742269 nChanged 1574
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Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5742703 nChanged 1792
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Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5743182 nChanged 1886
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Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5743748 nChanged 2037
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Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5744411 nChanged 2104
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Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5745151 nChanged 2237
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Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 76742 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5746056 nChanged 2253
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Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5747008 nChanged 2275
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Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5747990 nChanged 2352
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Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5749110 nChanged 2227
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Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5750200 nChanged 2110
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Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5751348 nChanged 1879
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Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5752417 nChanged 1692
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Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5753414 nChanged 1461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5754312 nChanged 1236
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Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5755030 nChanged 1001
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5755644 nChanged 794
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Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 95972 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5756108 nChanged 626
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Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4974 members 
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	Iteration 53Q: 3 clusters Score -5756676 nChanged 395
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Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3997 members 
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Mstep: Class 1 contains 3781 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 59Q: 3 clusters Score -5757309 nChanged 155
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Mstep: Class 2 contains 98774 members 
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	Iteration 60F: 3 clusters Score -5757360 nChanged 158
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Mstep: Class 1 contains 3122 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5757431 nChanged 131
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Mstep: Class 1 contains 2993 members 
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	Iteration 62Q: 3 clusters Score -5757470 nChanged 116
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Mstep: Class 1 contains 2885 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5757510 nChanged 115
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Mstep: Class 1 contains 2774 members 
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	Iteration 64Q: 3 clusters Score -5757546 nChanged 89
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Mstep: Class 1 contains 2691 members 
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	Iteration 65Q: 3 clusters Score -5757548 nChanged 80
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Mstep: Class 1 contains 2619 members 
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	Iteration 66Q: 3 clusters Score -5757554 nChanged 70
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	Iteration 67Q: 3 clusters Score -5757568 nChanged 57
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	Iteration 68Q: 3 clusters Score -5757584 nChanged 53
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	Iteration 69Q: 3 clusters Score -5757580 nChanged 51
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	Iteration 70Q: 3 clusters Score -5757596 nChanged 50
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	Iteration 71Q: 3 clusters Score -5757599 nChanged 50
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	Iteration 72Q: 3 clusters Score -5757608 nChanged 54
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Mstep: Class 1 contains 2246 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5757622 nChanged 49
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	Iteration 74Q: 3 clusters Score -5757619 nChanged 45
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	Iteration 75Q: 3 clusters Score -5757642 nChanged 37
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	Iteration 76Q: 3 clusters Score -5757650 nChanged 40
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	Iteration 77Q: 3 clusters Score -5757662 nChanged 39
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	Iteration 78Q: 3 clusters Score -5757672 nChanged 31
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	Iteration 79Q: 3 clusters Score -5757678 nChanged 32
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	Iteration 80F: 3 clusters Score -5757698 nChanged 40
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	Iteration 81Q: 3 clusters Score -5757696 nChanged 37
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	Iteration 82Q: 3 clusters Score -5757708 nChanged 34
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Mstep: Class 1 contains 1880 members 
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	Iteration 83Q: 3 clusters Score -5757713 nChanged 33
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	Iteration 84Q: 3 clusters Score -5757710 nChanged 29
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	Iteration 85Q: 3 clusters Score -5757720 nChanged 36
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	Iteration 86Q: 3 clusters Score -5757735 nChanged 36
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	Iteration 87Q: 3 clusters Score -5757740 nChanged 28
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	Iteration 88Q: 3 clusters Score -5757740 nChanged 32
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	Iteration 89Q: 3 clusters Score -5757764 nChanged 29
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	Iteration 90Q: 3 clusters Score -5757765 nChanged 22
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	Iteration 91Q: 3 clusters Score -5757761 nChanged 28
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	Iteration 92Q: 3 clusters Score -5757769 nChanged 15
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	Iteration 93Q: 3 clusters Score -5757770 nChanged 13
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	Iteration 94Q: 3 clusters Score -5757769 nChanged 18
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	Iteration 95Q: 3 clusters Score -5757780 nChanged 20
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	Iteration 96Q: 3 clusters Score -5757769 nChanged 18
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	Iteration 97Q: 3 clusters Score -5757772 nChanged 12
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	Iteration 98Q: 3 clusters Score -5757772 nChanged 13
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	Iteration 99Q: 3 clusters Score -5757772 nChanged 8
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	Iteration 100F: 3 clusters Score -5757775 nChanged 9
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	Iteration 101Q: 3 clusters Score -5757774 nChanged 6
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	Iteration 102Q: 3 clusters Score -5757787 nChanged 10
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	Iteration 103Q: 3 clusters Score -5757786 nChanged 9
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	Iteration 104Q: 3 clusters Score -5757783 nChanged 7
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	Iteration 105Q: 3 clusters Score -5757780 nChanged 4
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	Iteration 106Q: 3 clusters Score -5757785 nChanged 5
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	Iteration 107Q: 3 clusters Score -5757785 nChanged 7
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	Iteration 108Q: 3 clusters Score -5757780 nChanged 5
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	Iteration 109Q: 3 clusters Score -5757782 nChanged 4
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	Iteration 110Q: 3 clusters Score -5757784 nChanged 5
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	Iteration 111Q: 3 clusters Score -5757795 nChanged 6
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	Iteration 112Q: 3 clusters Score -5757795 nChanged 4
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	Iteration 113Q: 3 clusters Score -5757794 nChanged 9
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	Iteration 114Q: 3 clusters Score -5757791 nChanged 10
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	Iteration 115Q: 3 clusters Score -5757796 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -5757794.500000 Penalty: 1049.519287
	Iteration 116Q: 3 clusters Score -5757794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -5757805.000000 Penalty: 1049.519287
	Iteration 117Q: 3 clusters Score -5757805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -5757797.500000 Penalty: 1049.519287
	Iteration 118Q: 3 clusters Score -5757798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -5757797.500000 Penalty: 1049.519287
	Iteration 119Q: 3 clusters Score -5757798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -5757796.000000 Penalty: 1049.519287
	Iteration 120F: 3 clusters Score -5757796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -5757798.000000 Penalty: 1049.519287
	Iteration 121Q: 3 clusters Score -5757798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -5757802.500000 Penalty: 1049.519287
	Iteration 122Q: 3 clusters Score -5757802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -5757806.000000 Penalty: 1049.519287
	Iteration 123Q: 3 clusters Score -5757806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -5757793.000000 Penalty: 1049.519287
	Iteration 124Q: 3 clusters Score -5757793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -5757799.000000 Penalty: 1049.519287
	Iteration 125Q: 3 clusters Score -5757799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -5757801.500000 Penalty: 1049.519287
	Iteration 126Q: 3 clusters Score -5757802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -5757802.000000 Penalty: 1049.519287
	Iteration 127Q: 3 clusters Score -5757802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -5757799.000000 Penalty: 1049.519287
	Iteration 128Q: 3 clusters Score -5757799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -5757811.500000 Penalty: 1049.519287
	Iteration 129Q: 3 clusters Score -5757812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -5757811.500000 Penalty: 1049.519287
	Iteration 130Q: 3 clusters Score -5757812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -5757811.500000 Penalty: 1049.519287
	Iteration 131Q: 3 clusters Score -5757812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -5757808.000000 Penalty: 1049.519287
	Iteration 132Q: 3 clusters Score -5757808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -5757809.000000 Penalty: 1049.519287
	Iteration 133Q: 3 clusters Score -5757809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -5757803.500000 Penalty: 1049.519287
	Iteration 134Q: 3 clusters Score -5757804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -5757803.500000 Penalty: 1049.519287
	Iteration 135F: 3 clusters Score -5757804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -8070.833496 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -8070.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7894.635742 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -7894.636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8080.317383 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -8080.317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8133.365234 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -8133.365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8160.030762 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -8160.031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8175.997559 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -8175.998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8177.946777 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -8177.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8178.832031 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -8178.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8179.808594 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -8179.809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8179.808594 Penalty: 472.559082
	Iteration 8F: 3 clusters Score -8179.809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 129 members 
Mstep: Class 13 contains 1226 members 
Mstep: Class 14 contains 51 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 19 contains 11564 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23033688.000000 Penalty: 11169.758789
Splitting cluster 12 changes total score from -23020356.000000 to -23033688.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 16 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -57194.253906 Penalty: 323.647949
	Iteration 0F: 2 clusters Score -57194.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -56338.671875 Penalty: 647.295898
	Iteration 0F: 3 clusters Score -56338.67 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -58196.875000 Penalty: 647.295898
	Iteration 1F: 3 clusters Score -58196.88 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59713.757812 Penalty: 647.295898
	Iteration 2F: 3 clusters Score -59713.76 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60483.402344 Penalty: 647.295898
	Iteration 3F: 3 clusters Score -60483.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61492.792969 Penalty: 647.295898
	Iteration 4Q: 3 clusters Score -61492.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61515.816406 Penalty: 647.295898
	Iteration 5Q: 3 clusters Score -61515.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61516.468750 Penalty: 647.295898
	Iteration 6Q: 3 clusters Score -61516.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61516.832031 Penalty: 647.295898
	Iteration 7Q: 3 clusters Score -61516.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61516.832031 Penalty: 647.295898
	Iteration 8F: 3 clusters Score -61516.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 129 members 
Mstep: Class 13 contains 1226 members 
Mstep: Class 14 contains 51 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 19 contains 11564 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23037754.000000 Penalty: 11757.640625
Splitting cluster 16 changes total score from -23020356.000000 to -23037754.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 17 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -21472.341797 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -21472.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21082.519531 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -21082.52 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21347.414062 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -21347.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21461.371094 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -21461.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21511.000000 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -21511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21549.697266 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -21549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21638.425781 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -21638.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21681.613281 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -21681.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21697.978516 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -21697.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21718.072266 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -21718.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21739.236328 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -21739.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21750.304688 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -21750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21753.875000 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -21753.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21755.033203 Penalty: 555.332825
	Iteration 12F: 3 clusters Score -21755.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21764.214844 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -21764.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21765.158203 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -21765.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21765.589844 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -21765.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21765.589844 Penalty: 555.332825
	Iteration 16F: 3 clusters Score -21765.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 129 members 
Mstep: Class 13 contains 1226 members 
Mstep: Class 14 contains 51 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 263 members 
Mstep: Class 19 contains 11564 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23037750.000000 Penalty: 12345.523438
Splitting cluster 17 changes total score from -23020356.000000 to -23037750.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 19 (11564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Entering Unmasked Estep 
Score: -609957.500000 Penalty: 425.682159
	Iteration 0F: 2 clusters Score -609957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -602289.500000 Penalty: 851.364319
	Iteration 0F: 3 clusters Score -602289.5 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -605207.000000 Penalty: 851.364319
	Iteration 1F: 3 clusters Score -605207 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -605608.750000 Penalty: 851.364319
	Iteration 2F: 3 clusters Score -605608.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -606233.437500 Penalty: 851.364319
	Iteration 3F: 3 clusters Score -606233.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -607160.125000 Penalty: 851.364319
	Iteration 4F: 3 clusters Score -607160.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -608220.437500 Penalty: 851.364319
	Iteration 5F: 3 clusters Score -608220.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -609090.000000 Penalty: 851.364319
	Iteration 6F: 3 clusters Score -609090 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -609714.000000 Penalty: 851.364319
	Iteration 7F: 3 clusters Score -609714 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -610084.062500 Penalty: 851.364319
	Iteration 8F: 3 clusters Score -610084.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -610286.250000 Penalty: 851.364319
	Iteration 9Q: 3 clusters Score -610286.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -610422.812500 Penalty: 851.364319
	Iteration 10Q: 3 clusters Score -610422.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -610526.625000 Penalty: 851.364319
	Iteration 11Q: 3 clusters Score -610526.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -610597.062500 Penalty: 851.364319
	Iteration 12Q: 3 clusters Score -610597.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -610646.937500 Penalty: 851.364319
	Iteration 13Q: 3 clusters Score -610646.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -610697.812500 Penalty: 851.364319
	Iteration 14Q: 3 clusters Score -610697.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -610752.125000 Penalty: 851.364319
	Iteration 15Q: 3 clusters Score -610752.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -610797.375000 Penalty: 851.364319
	Iteration 16Q: 3 clusters Score -610797.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -610823.500000 Penalty: 851.364319
	Iteration 17Q: 3 clusters Score -610823.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -610843.187500 Penalty: 851.364319
	Iteration 18Q: 3 clusters Score -610843.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -610856.125000 Penalty: 851.364319
	Iteration 19Q: 3 clusters Score -610856.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -610869.500000 Penalty: 851.364319
	Iteration 20F: 3 clusters Score -610869.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -610874.625000 Penalty: 851.364319
	Iteration 21Q: 3 clusters Score -610874.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -610877.875000 Penalty: 851.364319
	Iteration 22Q: 3 clusters Score -610877.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -610882.375000 Penalty: 851.364319
	Iteration 23Q: 3 clusters Score -610882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -610884.250000 Penalty: 851.364319
	Iteration 24Q: 3 clusters Score -610884.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -610888.312500 Penalty: 851.364319
	Iteration 25Q: 3 clusters Score -610888.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -610890.687500 Penalty: 851.364319
	Iteration 26Q: 3 clusters Score -610890.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -610894.500000 Penalty: 851.364319
	Iteration 27Q: 3 clusters Score -610894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -610896.000000 Penalty: 851.364319
	Iteration 28Q: 3 clusters Score -610896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -610896.000000 Penalty: 851.364319
	Iteration 29Q: 3 clusters Score -610896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -610896.312500 Penalty: 851.364319
	Iteration 30Q: 3 clusters Score -610896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -610896.937500 Penalty: 851.364319
	Iteration 31Q: 3 clusters Score -610896.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -610899.312500 Penalty: 851.364319
	Iteration 32Q: 3 clusters Score -610899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -610899.687500 Penalty: 851.364319
	Iteration 33Q: 3 clusters Score -610899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -610898.750000 Penalty: 851.364319
	Iteration 34Q: 3 clusters Score -610898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -610899.875000 Penalty: 851.364319
	Iteration 35Q: 3 clusters Score -610899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -610900.625000 Penalty: 851.364319
	Iteration 36Q: 3 clusters Score -610900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -610899.937500 Penalty: 851.364319
	Iteration 37Q: 3 clusters Score -610899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -610899.937500 Penalty: 851.364319
	Iteration 38F: 3 clusters Score -610899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 88340 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 129 members 
Mstep: Class 13 contains 1226 members 
Mstep: Class 14 contains 51 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 18 contains 263 members 
Mstep: Class 19 contains 10570 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
Score: -23038546.000000 Penalty: 12933.405273
Splitting cluster 19 changes total score from -23020356.000000 to -23038546.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (21248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Entering Unmasked Estep 
Score: -1291104.750000 Penalty: 453.362823
	Iteration 0F: 2 clusters Score -1291105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1276947.750000 Penalty: 906.725647
	Iteration 0F: 3 clusters Score -1276948 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1282853.875000 Penalty: 906.725647
	Iteration 1F: 3 clusters Score -1282854 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1283567.625000 Penalty: 906.725647
	Iteration 2F: 3 clusters Score -1283568 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1284721.625000 Penalty: 906.725647
	Iteration 3F: 3 clusters Score -1284722 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1286274.000000 Penalty: 906.725647
	Iteration 4F: 3 clusters Score -1286274 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1287760.125000 Penalty: 906.725647
	Iteration 5F: 3 clusters Score -1287760 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1288586.875000 Penalty: 906.725647
	Iteration 6Q: 3 clusters Score -1288587 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1288972.750000 Penalty: 906.725647
	Iteration 7Q: 3 clusters Score -1288973 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1289177.125000 Penalty: 906.725647
	Iteration 8Q: 3 clusters Score -1289177 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1289342.875000 Penalty: 906.725647
	Iteration 9Q: 3 clusters Score -1289343 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1289514.250000 Penalty: 906.725647
	Iteration 10Q: 3 clusters Score -1289514 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1289694.625000 Penalty: 906.725647
	Iteration 11Q: 3 clusters Score -1289695 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1289869.375000 Penalty: 906.725647
	Iteration 12Q: 3 clusters Score -1289869 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1290008.375000 Penalty: 906.725647
	Iteration 13Q: 3 clusters Score -1290008 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -1290129.000000 Penalty: 906.725647
	Iteration 14Q: 3 clusters Score -1290129 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1290257.250000 Penalty: 906.725647
	Iteration 15Q: 3 clusters Score -1290257 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -1290380.875000 Penalty: 906.725647
	Iteration 16Q: 3 clusters Score -1290381 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -1290475.250000 Penalty: 906.725647
	Iteration 17Q: 3 clusters Score -1290475 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -1290540.625000 Penalty: 906.725647
	Iteration 18Q: 3 clusters Score -1290541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -1290580.500000 Penalty: 906.725647
	Iteration 19Q: 3 clusters Score -1290580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1290608.250000 Penalty: 906.725647
	Iteration 20F: 3 clusters Score -1290608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1290632.500000 Penalty: 906.725647
	Iteration 21Q: 3 clusters Score -1290632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -1290649.000000 Penalty: 906.725647
	Iteration 22Q: 3 clusters Score -1290649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -1290657.625000 Penalty: 906.725647
	Iteration 23Q: 3 clusters Score -1290658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1290678.500000 Penalty: 906.725647
	Iteration 24Q: 3 clusters Score -1290678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1290697.375000 Penalty: 906.725647
	Iteration 25Q: 3 clusters Score -1290697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -1290701.750000 Penalty: 906.725647
	Iteration 26Q: 3 clusters Score -1290702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1290703.000000 Penalty: 906.725647
	Iteration 27Q: 3 clusters Score -1290703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1290706.500000 Penalty: 906.725647
	Iteration 28Q: 3 clusters Score -1290706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1290707.125000 Penalty: 906.725647
	Iteration 29Q: 3 clusters Score -1290707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1290709.625000 Penalty: 906.725647
	Iteration 30Q: 3 clusters Score -1290710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1290718.625000 Penalty: 906.725647
	Iteration 31Q: 3 clusters Score -1290719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -1290726.250000 Penalty: 906.725647
	Iteration 32Q: 3 clusters Score -1290726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1290728.125000 Penalty: 906.725647
	Iteration 33Q: 3 clusters Score -1290728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1290729.625000 Penalty: 906.725647
	Iteration 34Q: 3 clusters Score -1290730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1290730.625000 Penalty: 906.725647
	Iteration 35Q: 3 clusters Score -1290731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1290733.375000 Penalty: 906.725647
	Iteration 36Q: 3 clusters Score -1290733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1290734.375000 Penalty: 906.725647
	Iteration 37Q: 3 clusters Score -1290734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -1290737.125000 Penalty: 906.725647
	Iteration 38Q: 3 clusters Score -1290737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -1290736.875000 Penalty: 906.725647
	Iteration 39Q: 3 clusters Score -1290737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1290737.125000 Penalty: 906.725647
	Iteration 40F: 3 clusters Score -1290737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1290737.000000 Penalty: 906.725647
	Iteration 41Q: 3 clusters Score -1290737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1290737.000000 Penalty: 906.725647
	Iteration 42F: 3 clusters Score -1290737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -86329.718750 Penalty: 332.202240
	Iteration 0F: 2 clusters Score -86329.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -85218.796875 Penalty: 664.404480
	Iteration 0F: 3 clusters Score -85218.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -85589.757812 Penalty: 664.404480
	Iteration 1F: 3 clusters Score -85589.76 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -85669.523438 Penalty: 664.404480
	Iteration 2F: 3 clusters Score -85669.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -85733.445312 Penalty: 664.404480
	Iteration 3F: 3 clusters Score -85733.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -85765.984375 Penalty: 664.404480
	Iteration 4Q: 3 clusters Score -85765.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -85793.914062 Penalty: 664.404480
	Iteration 5Q: 3 clusters Score -85793.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -85822.359375 Penalty: 664.404480
	Iteration 6Q: 3 clusters Score -85822.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -85861.093750 Penalty: 664.404480
	Iteration 7Q: 3 clusters Score -85861.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -85890.906250 Penalty: 664.404480
	Iteration 8Q: 3 clusters Score -85890.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -85917.562500 Penalty: 664.404480
	Iteration 9Q: 3 clusters Score -85917.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -85943.062500 Penalty: 664.404480
	Iteration 10Q: 3 clusters Score -85943.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -85964.906250 Penalty: 664.404480
	Iteration 11Q: 3 clusters Score -85964.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -85989.773438 Penalty: 664.404480
	Iteration 12Q: 3 clusters Score -85989.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -86007.117188 Penalty: 664.404480
	Iteration 13Q: 3 clusters Score -86007.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -86023.515625 Penalty: 664.404480
	Iteration 14Q: 3 clusters Score -86023.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -86031.242188 Penalty: 664.404480
	Iteration 15Q: 3 clusters Score -86031.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -86039.835938 Penalty: 664.404480
	Iteration 16Q: 3 clusters Score -86039.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -86058.062500 Penalty: 664.404480
	Iteration 17Q: 3 clusters Score -86058.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -86065.359375 Penalty: 664.404480
	Iteration 18Q: 3 clusters Score -86065.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -86069.960938 Penalty: 664.404480
	Iteration 19Q: 3 clusters Score -86069.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -86074.695312 Penalty: 664.404480
	Iteration 20F: 3 clusters Score -86074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -86077.601562 Penalty: 664.404480
	Iteration 21Q: 3 clusters Score -86077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -86084.062500 Penalty: 664.404480
	Iteration 22Q: 3 clusters Score -86084.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -86092.500000 Penalty: 664.404480
	Iteration 23Q: 3 clusters Score -86092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -86096.250000 Penalty: 664.404480
	Iteration 24Q: 3 clusters Score -86096.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -86097.023438 Penalty: 664.404480
	Iteration 25Q: 3 clusters Score -86097.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -86097.882812 Penalty: 664.404480
	Iteration 26Q: 3 clusters Score -86097.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -86098.398438 Penalty: 664.404480
	Iteration 27Q: 3 clusters Score -86098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -86098.718750 Penalty: 664.404480
	Iteration 28Q: 3 clusters Score -86098.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -86099.234375 Penalty: 664.404480
	Iteration 29Q: 3 clusters Score -86099.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -86099.515625 Penalty: 664.404480
	Iteration 30Q: 3 clusters Score -86099.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -86099.515625 Penalty: 664.404480
	Iteration 31F: 3 clusters Score -86099.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3215 members 
Mstep: Class 1 contains 158435 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 102046 members 
Mstep: Class 12 contains 129 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 184 members 
Mstep: Class 19 contains 10570 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -2.304396e+07 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 3214 members 
Mstep: Class 1 contains 161858 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 87333 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 99361 members 
Mstep: Class 10 contains 869 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 50 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 10954 members 
Mstep: Class 20 contains 20526 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 22 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -2.30472e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 3192 members 
Mstep: Class 1 contains 163115 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 1977 members 
Mstep: Class 5 contains 8233 members 
Mstep: Class 6 contains 87856 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 747 members 
Mstep: Class 9 contains 97777 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 1370 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 52 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 196 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 11018 members 
Mstep: Class 20 contains 19990 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -2.304882e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 163951 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 4 contains 1976 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 88550 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 96453 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1355 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 798 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 11018 members 
Mstep: Class 20 contains 19519 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 1471 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -2.304973e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 89416 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 95276 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 1343 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 266 members 
Mstep: Class 19 contains 10978 members 
Mstep: Class 20 contains 19121 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 1482 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -2.305033e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 8743 members 
Mstep: Class 6 contains 90176 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 94219 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 1335 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 789 members 
Mstep: Class 17 contains 209 members 
Mstep: Class 18 contains 262 members 
Mstep: Class 19 contains 10917 members 
Mstep: Class 20 contains 18764 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 1507 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -2.305078e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 1974 members 
Mstep: Class 5 contains 8919 members 
Mstep: Class 6 contains 90901 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 747 members 
Mstep: Class 9 contains 93179 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1317 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 261 members 
Mstep: Class 19 contains 10854 members 
Mstep: Class 20 contains 18532 members 
Mstep: Class 21 contains 808 members 
Mstep: Class 22 contains 1537 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -2.305136e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 9098 members 
Mstep: Class 6 contains 91611 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 92186 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 1318 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 10783 members 
Mstep: Class 20 contains 18337 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 1578 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -2.305172e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 1963 members 
Mstep: Class 5 contains 9248 members 
Mstep: Class 6 contains 92320 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 91141 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 10707 members 
Mstep: Class 20 contains 18188 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -2.305199e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 9413 members 
Mstep: Class 6 contains 92900 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 90105 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 10612 members 
Mstep: Class 20 contains 18068 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 1681 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -2.305242e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 2117 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 9601 members 
Mstep: Class 6 contains 93481 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 89134 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 238 members 
Mstep: Class 19 contains 10504 members 
Mstep: Class 20 contains 17940 members 
Mstep: Class 21 contains 874 members 
Mstep: Class 22 contains 1738 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -2.305249e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 166876 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 9803 members 
Mstep: Class 6 contains 93996 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 88144 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 235 members 
Mstep: Class 19 contains 10404 members 
Mstep: Class 20 contains 17884 members 
Mstep: Class 21 contains 887 members 
Mstep: Class 22 contains 1810 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -2.30528e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 167107 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 10014 members 
Mstep: Class 6 contains 94500 members 
Mstep: Class 7 contains 1572 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 87184 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 231 members 
Mstep: Class 19 contains 10308 members 
Mstep: Class 20 contains 17897 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 22 contains 1867 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -2.305291e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 94948 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 86157 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 226 members 
Mstep: Class 19 contains 10226 members 
Mstep: Class 20 contains 17940 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -2.305288e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 167640 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 95395 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 85225 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 222 members 
Mstep: Class 19 contains 10148 members 
Mstep: Class 20 contains 17967 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 1968 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -2.305296e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 167951 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 10670 members 
Mstep: Class 6 contains 95803 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 84261 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 259 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 10070 members 
Mstep: Class 20 contains 18009 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 2017 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -2.305297e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 168228 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 3820 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 10890 members 
Mstep: Class 6 contains 96238 members 
Mstep: Class 7 contains 1676 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 83245 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 18102 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 2046 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -2.305314e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 11107 members 
Mstep: Class 6 contains 96659 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 82284 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 18212 members 
Mstep: Class 21 contains 908 members 
Mstep: Class 22 contains 2065 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -2.305326e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 11343 members 
Mstep: Class 6 contains 97056 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 81359 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 9847 members 
Mstep: Class 20 contains 18277 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 2075 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -2.305342e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 11541 members 
Mstep: Class 6 contains 97442 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 80474 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 9764 members 
Mstep: Class 20 contains 18381 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 2089 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -2.305344e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 169164 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 11759 members 
Mstep: Class 6 contains 97875 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 79599 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 222 members 
Mstep: Class 19 contains 9680 members 
Mstep: Class 20 contains 18498 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 2108 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -2.305363e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 11972 members 
Mstep: Class 6 contains 98341 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 78709 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 222 members 
Mstep: Class 19 contains 9585 members 
Mstep: Class 20 contains 18592 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 2128 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -2.305378e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 3187 members 
Mstep: Class 1 contains 169488 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 12174 members 
Mstep: Class 6 contains 98786 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 77779 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 226 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 18678 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 2192 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -2.305424e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 12354 members 
Mstep: Class 6 contains 99245 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 76888 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 268 members 
Mstep: Class 18 contains 218 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 18777 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 22 contains 2242 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -2.305428e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169756 members 
Mstep: Class 2 contains 2040 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 12553 members 
Mstep: Class 6 contains 99681 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 75959 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 18 contains 212 members 
Mstep: Class 19 contains 9333 members 
Mstep: Class 20 contains 18884 members 
Mstep: Class 21 contains 923 members 
Mstep: Class 22 contains 2315 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -2.305431e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 2035 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 12769 members 
Mstep: Class 6 contains 100122 members 
Mstep: Class 7 contains 2005 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 75069 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 18 contains 210 members 
Mstep: Class 19 contains 9265 members 
Mstep: Class 20 contains 19039 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054538.000000 Penalty: 12933.405273
Iteration 64Q: 23 clusters Score -2.305454e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 2030 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 12981 members 
Mstep: Class 6 contains 100622 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 74202 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 19176 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054614.000000 Penalty: 12933.405273
Iteration 65Q: 23 clusters Score -2.305461e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 2030 members 
Mstep: Class 3 contains 3843 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 13192 members 
Mstep: Class 6 contains 101183 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 73321 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 9119 members 
Mstep: Class 20 contains 19302 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054644.000000 Penalty: 12933.405273
Iteration 66Q: 23 clusters Score -2.305464e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 3842 members 
Mstep: Class 4 contains 1896 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 101735 members 
Mstep: Class 7 contains 2110 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 72454 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 19481 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054754.000000 Penalty: 12933.405273
Iteration 67Q: 23 clusters Score -2.305475e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169340 members 
Mstep: Class 2 contains 2026 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 13623 members 
Mstep: Class 6 contains 102292 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 71625 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 8962 members 
Mstep: Class 20 contains 19673 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054992.000000 Penalty: 12933.405273
Iteration 68Q: 23 clusters Score -2.305499e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 169171 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 13837 members 
Mstep: Class 6 contains 102835 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 70827 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 8889 members 
Mstep: Class 20 contains 19855 members 
Mstep: Class 21 contains 943 members 
Mstep: Class 22 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055118.000000 Penalty: 12933.405273
Iteration 69Q: 23 clusters Score -2.305512e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 3833 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 14052 members 
Mstep: Class 6 contains 103367 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 70078 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 8815 members 
Mstep: Class 20 contains 20059 members 
Mstep: Class 21 contains 949 members 
Mstep: Class 22 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055232.000000 Penalty: 12933.405273
Iteration 70Q: 23 clusters Score -2.305523e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 14298 members 
Mstep: Class 6 contains 103869 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 69361 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 8753 members 
Mstep: Class 20 contains 20248 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055396.000000 Penalty: 12933.405273
Iteration 71Q: 23 clusters Score -2.30554e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 14539 members 
Mstep: Class 6 contains 104394 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 68670 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 20419 members 
Mstep: Class 21 contains 953 members 
Mstep: Class 22 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055410.000000 Penalty: 12933.405273
Iteration 72Q: 23 clusters Score -2.305541e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 14761 members 
Mstep: Class 6 contains 104946 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 67986 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 8624 members 
Mstep: Class 20 contains 20564 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 3141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055686.000000 Penalty: 12933.405273
Iteration 73Q: 23 clusters Score -2.305569e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167951 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 14961 members 
Mstep: Class 6 contains 105422 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 67295 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 20 contains 20711 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055844.000000 Penalty: 12933.405273
Iteration 74Q: 23 clusters Score -2.305584e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167821 members 
Mstep: Class 2 contains 1999 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 15144 members 
Mstep: Class 6 contains 105873 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 66625 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8515 members 
Mstep: Class 20 contains 20846 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056080.000000 Penalty: 12933.405273
Iteration 75Q: 23 clusters Score -2.305608e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 15332 members 
Mstep: Class 6 contains 106297 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 65941 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 282 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8467 members 
Mstep: Class 20 contains 20988 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056326.000000 Penalty: 12933.405273
Iteration 76Q: 23 clusters Score -2.305633e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 15512 members 
Mstep: Class 6 contains 106760 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 65318 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8419 members 
Mstep: Class 20 contains 21067 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056384.000000 Penalty: 12933.405273
Iteration 77Q: 23 clusters Score -2.305638e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 1997 members 
Mstep: Class 3 contains 3867 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 15651 members 
Mstep: Class 6 contains 107215 members 
Mstep: Class 7 contains 2399 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 64699 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 21152 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056448.000000 Penalty: 12933.405273
Iteration 78Q: 23 clusters Score -2.305645e+07 nChanged 1800
Entering ConstructFrom: 
Score: -23056448.000000 Penalty: 12933.405273
Entering ConstructFrom: 
Trying to split cluster 1 (167513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Entering Unmasked Estep 
Score: -9881072.000000 Penalty: 547.311157
	Iteration 0F: 2 clusters Score -9881072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -9774661.000000 Penalty: 1094.622314
	Iteration 0F: 3 clusters Score -9774661 nChanged 82227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -9830553.000000 Penalty: 1094.622314
	Iteration 1F: 3 clusters Score -9830553 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -9837898.000000 Penalty: 1094.622314
	Iteration 2F: 3 clusters Score -9837898 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
Score: -9848201.000000 Penalty: 1094.622314
	Iteration 3F: 3 clusters Score -9848201 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 133758 members 
Entering Unmasked Estep 
Score: -9859254.000000 Penalty: 1094.622314
	Iteration 4F: 3 clusters Score -9859254 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -9867952.000000 Penalty: 1094.622314
	Iteration 5F: 3 clusters Score -9867952 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 154594 members 
Entering Unmasked Estep 
Score: -9873730.000000 Penalty: 1094.622314
	Iteration 6F: 3 clusters Score -9873730 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 159872 members 
Entering Unmasked Estep 
Score: -9876555.000000 Penalty: 1094.622314
	Iteration 7Q: 3 clusters Score -9876555 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -9878278.000000 Penalty: 1094.622314
	Iteration 8Q: 3 clusters Score -9878278 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -9879206.000000 Penalty: 1094.622314
	Iteration 9Q: 3 clusters Score -9879206 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 165605 members 
Entering Unmasked Estep 
Score: -9879744.000000 Penalty: 1094.622314
	Iteration 10Q: 3 clusters Score -9879744 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 166308 members 
Entering Unmasked Estep 
Score: -9880111.000000 Penalty: 1094.622314
	Iteration 11Q: 3 clusters Score -9880111 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -9880281.000000 Penalty: 1094.622314
	Iteration 12Q: 3 clusters Score -9880281 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -9880403.000000 Penalty: 1094.622314
	Iteration 13Q: 3 clusters Score -9880403 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 167192 members 
Entering Unmasked Estep 
Score: -9880454.000000 Penalty: 1094.622314
	Iteration 14Q: 3 clusters Score -9880454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -9880492.000000 Penalty: 1094.622314
	Iteration 15Q: 3 clusters Score -9880492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167327 members 
Entering Unmasked Estep 
Score: -9880524.000000 Penalty: 1094.622314
	Iteration 16Q: 3 clusters Score -9880524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167355 members 
Entering Unmasked Estep 
Score: -9880544.000000 Penalty: 1094.622314
	Iteration 17Q: 3 clusters Score -9880544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 167368 members 
Entering Unmasked Estep 
Score: -9880547.000000 Penalty: 1094.622314
	Iteration 18Q: 3 clusters Score -9880547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167378 members 
Entering Unmasked Estep 
Score: -9880553.000000 Penalty: 1094.622314
	Iteration 19Q: 3 clusters Score -9880553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167384 members 
Entering Unmasked Estep 
Score: -9880572.000000 Penalty: 1094.622314
	Iteration 20F: 3 clusters Score -9880572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167390 members 
Entering Unmasked Estep 
Score: -9880575.000000 Penalty: 1094.622314
	Iteration 21Q: 3 clusters Score -9880575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167394 members 
Entering Unmasked Estep 
Score: -9880593.000000 Penalty: 1094.622314
	Iteration 22Q: 3 clusters Score -9880593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167394 members 
Entering Unmasked Estep 
Score: -9880592.000000 Penalty: 1094.622314
	Iteration 23Q: 3 clusters Score -9880592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -9880594.000000 Penalty: 1094.622314
	Iteration 24Q: 3 clusters Score -9880594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -9880594.000000 Penalty: 1094.622314
	Iteration 25F: 3 clusters Score -9880594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -126644.617188 Penalty: 345.795563
	Iteration 0F: 2 clusters Score -126644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -125155.375000 Penalty: 691.591125
	Iteration 0F: 3 clusters Score -125155.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -125622.773438 Penalty: 691.591125
	Iteration 1F: 3 clusters Score -125622.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -125683.351562 Penalty: 691.591125
	Iteration 2F: 3 clusters Score -125683.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -125728.828125 Penalty: 691.591125
	Iteration 3F: 3 clusters Score -125728.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -125769.109375 Penalty: 691.591125
	Iteration 4Q: 3 clusters Score -125769.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -125800.507812 Penalty: 691.591125
	Iteration 5Q: 3 clusters Score -125800.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -125820.765625 Penalty: 691.591125
	Iteration 6Q: 3 clusters Score -125820.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -125851.640625 Penalty: 691.591125
	Iteration 7Q: 3 clusters Score -125851.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125901.000000 Penalty: 691.591125
	Iteration 8Q: 3 clusters Score -125901 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -125962.546875 Penalty: 691.591125
	Iteration 9Q: 3 clusters Score -125962.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -126040.593750 Penalty: 691.591125
	Iteration 10Q: 3 clusters Score -126040.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -126125.843750 Penalty: 691.591125
	Iteration 11Q: 3 clusters Score -126125.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -126215.804688 Penalty: 691.591125
	Iteration 12Q: 3 clusters Score -126215.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -126272.585938 Penalty: 691.591125
	Iteration 13Q: 3 clusters Score -126272.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -126310.835938 Penalty: 691.591125
	Iteration 14Q: 3 clusters Score -126310.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -126331.531250 Penalty: 691.591125
	Iteration 15Q: 3 clusters Score -126331.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -126346.109375 Penalty: 691.591125
	Iteration 16Q: 3 clusters Score -126346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -126357.804688 Penalty: 691.591125
	Iteration 17Q: 3 clusters Score -126357.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -126364.820312 Penalty: 691.591125
	Iteration 18Q: 3 clusters Score -126364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -126367.953125 Penalty: 691.591125
	Iteration 19Q: 3 clusters Score -126368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -126369.625000 Penalty: 691.591125
	Iteration 20F: 3 clusters Score -126369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -126370.789062 Penalty: 691.591125
	Iteration 21Q: 3 clusters Score -126370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -126371.765625 Penalty: 691.591125
	Iteration 22Q: 3 clusters Score -126371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -126372.507812 Penalty: 691.591125
	Iteration 23Q: 3 clusters Score -126372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -126373.734375 Penalty: 691.591125
	Iteration 24Q: 3 clusters Score -126373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -126374.492188 Penalty: 691.591125
	Iteration 25Q: 3 clusters Score -126374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -126376.750000 Penalty: 691.591125
	Iteration 26Q: 3 clusters Score -126376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -126378.906250 Penalty: 691.591125
	Iteration 27Q: 3 clusters Score -126378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -126379.960938 Penalty: 691.591125
	Iteration 28Q: 3 clusters Score -126380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -126381.781250 Penalty: 691.591125
	Iteration 29Q: 3 clusters Score -126381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -126382.445312 Penalty: 691.591125
	Iteration 30Q: 3 clusters Score -126382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -126382.921875 Penalty: 691.591125
	Iteration 31Q: 3 clusters Score -126382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -126383.500000 Penalty: 691.591125
	Iteration 32Q: 3 clusters Score -126383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -126383.507812 Penalty: 691.591125
	Iteration 33Q: 3 clusters Score -126383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -126383.664062 Penalty: 691.591125
	Iteration 34Q: 3 clusters Score -126383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -126383.906250 Penalty: 691.591125
	Iteration 35Q: 3 clusters Score -126383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -126383.906250 Penalty: 691.591125
	Iteration 36F: 3 clusters Score -126383.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -206137.593750 Penalty: 375.864197
	Iteration 0F: 2 clusters Score -206137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -203511.968750 Penalty: 751.728394
	Iteration 0F: 3 clusters Score -203512 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -204527.234375 Penalty: 751.728394
	Iteration 1F: 3 clusters Score -204527.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -204686.453125 Penalty: 751.728394
	Iteration 2F: 3 clusters Score -204686.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -204865.593750 Penalty: 751.728394
	Iteration 3F: 3 clusters Score -204865.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -205061.546875 Penalty: 751.728394
	Iteration 4F: 3 clusters Score -205061.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -205234.578125 Penalty: 751.728394
	Iteration 5F: 3 clusters Score -205234.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -205377.312500 Penalty: 751.728394
	Iteration 6F: 3 clusters Score -205377.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -205480.171875 Penalty: 751.728394
	Iteration 7Q: 3 clusters Score -205480.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -205584.140625 Penalty: 751.728394
	Iteration 8Q: 3 clusters Score -205584.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -205656.328125 Penalty: 751.728394
	Iteration 9Q: 3 clusters Score -205656.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -205702.062500 Penalty: 751.728394
	Iteration 10Q: 3 clusters Score -205702.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -205733.765625 Penalty: 751.728394
	Iteration 11Q: 3 clusters Score -205733.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -205773.218750 Penalty: 751.728394
	Iteration 12Q: 3 clusters Score -205773.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -205801.875000 Penalty: 751.728394
	Iteration 13Q: 3 clusters Score -205801.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -205825.156250 Penalty: 751.728394
	Iteration 14Q: 3 clusters Score -205825.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -205841.750000 Penalty: 751.728394
	Iteration 15Q: 3 clusters Score -205841.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -205861.187500 Penalty: 751.728394
	Iteration 16Q: 3 clusters Score -205861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -205868.750000 Penalty: 751.728394
	Iteration 17Q: 3 clusters Score -205868.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -205873.656250 Penalty: 751.728394
	Iteration 18Q: 3 clusters Score -205873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -205875.203125 Penalty: 751.728394
	Iteration 19Q: 3 clusters Score -205875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -205875.531250 Penalty: 751.728394
	Iteration 20F: 3 clusters Score -205875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -205877.328125 Penalty: 751.728394
	Iteration 21Q: 3 clusters Score -205877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -205878.046875 Penalty: 751.728394
	Iteration 22Q: 3 clusters Score -205878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -205883.718750 Penalty: 751.728394
	Iteration 23Q: 3 clusters Score -205883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -205889.734375 Penalty: 751.728394
	Iteration 24Q: 3 clusters Score -205889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -205891.656250 Penalty: 751.728394
	Iteration 25Q: 3 clusters Score -205891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -205893.171875 Penalty: 751.728394
	Iteration 26Q: 3 clusters Score -205893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -205894.796875 Penalty: 751.728394
	Iteration 27Q: 3 clusters Score -205894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -205894.953125 Penalty: 751.728394
	Iteration 28Q: 3 clusters Score -205895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -205894.953125 Penalty: 751.728394
	Iteration 29F: 3 clusters Score -205895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -105136.851562 Penalty: 343.291168
	Iteration 0F: 2 clusters Score -105136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -103770.125000 Penalty: 686.582336
	Iteration 0F: 3 clusters Score -103770.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -104296.882812 Penalty: 686.582336
	Iteration 1F: 3 clusters Score -104296.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -104439.945312 Penalty: 686.582336
	Iteration 2F: 3 clusters Score -104439.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -104535.984375 Penalty: 686.582336
	Iteration 3F: 3 clusters Score -104536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -104628.195312 Penalty: 686.582336
	Iteration 4F: 3 clusters Score -104628.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -104718.796875 Penalty: 686.582336
	Iteration 5Q: 3 clusters Score -104718.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -104818.515625 Penalty: 686.582336
	Iteration 6Q: 3 clusters Score -104818.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -104918.601562 Penalty: 686.582336
	Iteration 7Q: 3 clusters Score -104918.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -104979.570312 Penalty: 686.582336
	Iteration 8Q: 3 clusters Score -104979.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -105004.664062 Penalty: 686.582336
	Iteration 9Q: 3 clusters Score -105004.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -105022.976562 Penalty: 686.582336
	Iteration 10Q: 3 clusters Score -105023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -105029.835938 Penalty: 686.582336
	Iteration 11Q: 3 clusters Score -105029.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -105033.203125 Penalty: 686.582336
	Iteration 12Q: 3 clusters Score -105033.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -105034.320312 Penalty: 686.582336
	Iteration 13Q: 3 clusters Score -105034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -105034.617188 Penalty: 686.582336
	Iteration 14Q: 3 clusters Score -105034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -105034.851562 Penalty: 686.582336
	Iteration 15Q: 3 clusters Score -105034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -105034.851562 Penalty: 686.582336
	Iteration 16F: 3 clusters Score -105034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Entering Unmasked Estep 
Score: -921055.750000 Penalty: 439.799713
	Iteration 0F: 2 clusters Score -921055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -910697.687500 Penalty: 879.599426
	Iteration 0F: 3 clusters Score -910697.7 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -915659.625000 Penalty: 879.599426
	Iteration 1F: 3 clusters Score -915659.6 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -916492.562500 Penalty: 879.599426
	Iteration 2F: 3 clusters Score -916492.6 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -917405.812500 Penalty: 879.599426
	Iteration 3F: 3 clusters Score -917405.8 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -918252.875000 Penalty: 879.599426
	Iteration 4F: 3 clusters Score -918252.9 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -918883.062500 Penalty: 879.599426
	Iteration 5F: 3 clusters Score -918883.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -919257.750000 Penalty: 879.599426
	Iteration 6Q: 3 clusters Score -919257.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -919465.125000 Penalty: 879.599426
	Iteration 7Q: 3 clusters Score -919465.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -919590.187500 Penalty: 879.599426
	Iteration 8Q: 3 clusters Score -919590.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -919712.375000 Penalty: 879.599426
	Iteration 9Q: 3 clusters Score -919712.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -919874.687500 Penalty: 879.599426
	Iteration 10Q: 3 clusters Score -919874.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -920063.812500 Penalty: 879.599426
	Iteration 11Q: 3 clusters Score -920063.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -920211.937500 Penalty: 879.599426
	Iteration 12Q: 3 clusters Score -920211.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -920307.125000 Penalty: 879.599426
	Iteration 13Q: 3 clusters Score -920307.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -920374.562500 Penalty: 879.599426
	Iteration 14Q: 3 clusters Score -920374.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -920447.375000 Penalty: 879.599426
	Iteration 15Q: 3 clusters Score -920447.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -920517.000000 Penalty: 879.599426
	Iteration 16Q: 3 clusters Score -920517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -920565.062500 Penalty: 879.599426
	Iteration 17Q: 3 clusters Score -920565.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -920614.812500 Penalty: 879.599426
	Iteration 18Q: 3 clusters Score -920614.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -920669.125000 Penalty: 879.599426
	Iteration 19Q: 3 clusters Score -920669.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -920727.062500 Penalty: 879.599426
	Iteration 20F: 3 clusters Score -920727.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -920777.375000 Penalty: 879.599426
	Iteration 21Q: 3 clusters Score -920777.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -920813.562500 Penalty: 879.599426
	Iteration 22Q: 3 clusters Score -920813.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -920845.250000 Penalty: 879.599426
	Iteration 23Q: 3 clusters Score -920845.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -920883.125000 Penalty: 879.599426
	Iteration 24Q: 3 clusters Score -920883.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -920912.937500 Penalty: 879.599426
	Iteration 25Q: 3 clusters Score -920912.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -920928.812500 Penalty: 879.599426
	Iteration 26Q: 3 clusters Score -920928.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -920940.000000 Penalty: 879.599426
	Iteration 27Q: 3 clusters Score -920940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -920953.625000 Penalty: 879.599426
	Iteration 28Q: 3 clusters Score -920953.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -920966.250000 Penalty: 879.599426
	Iteration 29Q: 3 clusters Score -920966.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -920977.375000 Penalty: 879.599426
	Iteration 30Q: 3 clusters Score -920977.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -920986.312500 Penalty: 879.599426
	Iteration 31Q: 3 clusters Score -920986.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -920997.312500 Penalty: 879.599426
	Iteration 32Q: 3 clusters Score -920997.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -921006.750000 Penalty: 879.599426
	Iteration 33Q: 3 clusters Score -921006.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -921008.750000 Penalty: 879.599426
	Iteration 34Q: 3 clusters Score -921008.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -921016.687500 Penalty: 879.599426
	Iteration 35Q: 3 clusters Score -921016.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -921020.125000 Penalty: 879.599426
	Iteration 36Q: 3 clusters Score -921020.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -921020.625000 Penalty: 879.599426
	Iteration 37Q: 3 clusters Score -921020.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -921022.687500 Penalty: 879.599426
	Iteration 38Q: 3 clusters Score -921022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -921023.875000 Penalty: 879.599426
	Iteration 39Q: 3 clusters Score -921023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -921026.250000 Penalty: 879.599426
	Iteration 40F: 3 clusters Score -921026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -921027.187500 Penalty: 879.599426
	Iteration 41Q: 3 clusters Score -921027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -921025.687500 Penalty: 879.599426
	Iteration 42Q: 3 clusters Score -921025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -921027.812500 Penalty: 879.599426
	Iteration 43Q: 3 clusters Score -921027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -921028.687500 Penalty: 879.599426
	Iteration 44Q: 3 clusters Score -921028.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -921030.125000 Penalty: 879.599426
	Iteration 45Q: 3 clusters Score -921030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -921029.812500 Penalty: 879.599426
	Iteration 46Q: 3 clusters Score -921029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -921029.812500 Penalty: 879.599426
	Iteration 47F: 3 clusters Score -921029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Entering Unmasked Estep 
Score: -6468621.500000 Penalty: 527.189209
	Iteration 0F: 2 clusters Score -6468622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -6400054.000000 Penalty: 1054.378418
	Iteration 0F: 3 clusters Score -6400054 nChanged 52850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -6432733.500000 Penalty: 1054.378418
	Iteration 1F: 3 clusters Score -6432734 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -6435026.500000 Penalty: 1054.378418
	Iteration 2Q: 3 clusters Score -6435026 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -6438150.500000 Penalty: 1054.378418
	Iteration 3F: 3 clusters Score -6438150 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -6441826.000000 Penalty: 1054.378418
	Iteration 4F: 3 clusters Score -6441826 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -6446351.000000 Penalty: 1054.378418
	Iteration 5F: 3 clusters Score -6446351 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -6451602.500000 Penalty: 1054.378418
	Iteration 6F: 3 clusters Score -6451602 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -6457146.500000 Penalty: 1054.378418
	Iteration 7F: 3 clusters Score -6457146 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -6461492.500000 Penalty: 1054.378418
	Iteration 8F: 3 clusters Score -6461492 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -6463408.500000 Penalty: 1054.378418
	Iteration 9Q: 3 clusters Score -6463408 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -6464240.000000 Penalty: 1054.378418
	Iteration 10Q: 3 clusters Score -6464240 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -6464665.000000 Penalty: 1054.378418
	Iteration 11Q: 3 clusters Score -6464665 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -6464957.000000 Penalty: 1054.378418
	Iteration 12Q: 3 clusters Score -6464957 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -6465128.500000 Penalty: 1054.378418
	Iteration 13Q: 3 clusters Score -6465128 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -6465251.000000 Penalty: 1054.378418
	Iteration 14Q: 3 clusters Score -6465251 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -6465367.500000 Penalty: 1054.378418
	Iteration 15Q: 3 clusters Score -6465368 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -6465453.000000 Penalty: 1054.378418
	Iteration 16Q: 3 clusters Score -6465453 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -6465562.500000 Penalty: 1054.378418
	Iteration 17Q: 3 clusters Score -6465562 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -6465606.500000 Penalty: 1054.378418
	Iteration 18Q: 3 clusters Score -6465606 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -6465697.500000 Penalty: 1054.378418
	Iteration 19Q: 3 clusters Score -6465698 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -6465804.000000 Penalty: 1054.378418
	Iteration 20F: 3 clusters Score -6465804 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -6465849.000000 Penalty: 1054.378418
	Iteration 21Q: 3 clusters Score -6465849 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -6465945.500000 Penalty: 1054.378418
	Iteration 22Q: 3 clusters Score -6465946 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -6465999.000000 Penalty: 1054.378418
	Iteration 23Q: 3 clusters Score -6465999 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -6466045.500000 Penalty: 1054.378418
	Iteration 24Q: 3 clusters Score -6466046 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -6466121.500000 Penalty: 1054.378418
	Iteration 25Q: 3 clusters Score -6466122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -6466209.000000 Penalty: 1054.378418
	Iteration 26Q: 3 clusters Score -6466209 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -6466226.500000 Penalty: 1054.378418
	Iteration 27Q: 3 clusters Score -6466226 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -6466295.000000 Penalty: 1054.378418
	Iteration 28Q: 3 clusters Score -6466295 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -6466306.500000 Penalty: 1054.378418
	Iteration 29Q: 3 clusters Score -6466306 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -6466354.000000 Penalty: 1054.378418
	Iteration 30Q: 3 clusters Score -6466354 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -6466346.000000 Penalty: 1054.378418
	Iteration 31Q: 3 clusters Score -6466346 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -6466378.000000 Penalty: 1054.378418
	Iteration 32Q: 3 clusters Score -6466378 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -6466419.000000 Penalty: 1054.378418
	Iteration 33Q: 3 clusters Score -6466419 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -6466432.000000 Penalty: 1054.378418
	Iteration 34Q: 3 clusters Score -6466432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -6466426.500000 Penalty: 1054.378418
	Iteration 35Q: 3 clusters Score -6466426 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -6466455.000000 Penalty: 1054.378418
	Iteration 36Q: 3 clusters Score -6466455 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -6466467.500000 Penalty: 1054.378418
	Iteration 37Q: 3 clusters Score -6466468 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -6466499.000000 Penalty: 1054.378418
	Iteration 38Q: 3 clusters Score -6466499 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 92221 members 
Entering Unmasked Estep 
Score: -6466495.000000 Penalty: 1054.378418
	Iteration 39Q: 3 clusters Score -6466495 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -6466516.000000 Penalty: 1054.378418
	Iteration 40F: 3 clusters Score -6466516 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -6466560.000000 Penalty: 1054.378418
	Iteration 41Q: 3 clusters Score -6466560 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -6466586.000000 Penalty: 1054.378418
	Iteration 42Q: 3 clusters Score -6466586 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -6466661.500000 Penalty: 1054.378418
	Iteration 43Q: 3 clusters Score -6466662 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -6466700.000000 Penalty: 1054.378418
	Iteration 44Q: 3 clusters Score -6466700 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -6466715.000000 Penalty: 1054.378418
	Iteration 45Q: 3 clusters Score -6466715 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -6466734.500000 Penalty: 1054.378418
	Iteration 46Q: 3 clusters Score -6466734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -6466741.500000 Penalty: 1054.378418
	Iteration 47Q: 3 clusters Score -6466742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -6466780.000000 Penalty: 1054.378418
	Iteration 48Q: 3 clusters Score -6466780 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -6466855.500000 Penalty: 1054.378418
	Iteration 49Q: 3 clusters Score -6466856 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -6466915.500000 Penalty: 1054.378418
	Iteration 50Q: 3 clusters Score -6466916 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -6466933.000000 Penalty: 1054.378418
	Iteration 51Q: 3 clusters Score -6466933 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -6466956.000000 Penalty: 1054.378418
	Iteration 52Q: 3 clusters Score -6466956 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -6466966.500000 Penalty: 1054.378418
	Iteration 53Q: 3 clusters Score -6466966 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -6466999.500000 Penalty: 1054.378418
	Iteration 54Q: 3 clusters Score -6467000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -6467034.000000 Penalty: 1054.378418
	Iteration 55Q: 3 clusters Score -6467034 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -6467065.000000 Penalty: 1054.378418
	Iteration 56Q: 3 clusters Score -6467065 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -6467151.000000 Penalty: 1054.378418
	Iteration 57Q: 3 clusters Score -6467151 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 97274 members 
Entering Unmasked Estep 
Score: -6467139.000000 Penalty: 1054.378418
	Iteration 58Q: 3 clusters Score -6467139 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -6467194.500000 Penalty: 1054.378418
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Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 97758 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9222 members 
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	Iteration 63Q: 3 clusters Score -6467340 nChanged 200
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Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 98619 members 
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Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 98802 members 
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Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 99932 members 
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Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 100091 members 
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Mstep: Class 1 contains 7401 members 
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Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 100374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 100501 members 
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 101369 members 
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Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6016 members 
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Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 101774 members 
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Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 101904 members 
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Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 102015 members 
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Mstep: Class 1 contains 5525 members 
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Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 102191 members 
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Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 102280 members 
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Mstep: Class 1 contains 5292 members 
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Mstep: Class 1 contains 5224 members 
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Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 102485 members 
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Mstep: Class 1 contains 5087 members 
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Mstep: Class 1 contains 5020 members 
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Mstep: Class 1 contains 4962 members 
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Mstep: Class 1 contains 4921 members 
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Mstep: Class 1 contains 4879 members 
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Mstep: Class 1 contains 4827 members 
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Mstep: Class 1 contains 4774 members 
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Mstep: Class 1 contains 4721 members 
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Mstep: Class 1 contains 4674 members 
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 103019 members 
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Mstep: Class 1 contains 4579 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4540 members 
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Mstep: Class 1 contains 4504 members 
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Mstep: Class 1 contains 4467 members 
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Mstep: Class 1 contains 4415 members 
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Mstep: Class 1 contains 4358 members 
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Mstep: Class 1 contains 4221 members 
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Mstep: Class 1 contains 4076 members 
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Mstep: Class 1 contains 3931 members 
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Mstep: Class 1 contains 3858 members 
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Mstep: Class 1 contains 3773 members 
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Mstep: Class 1 contains 3700 members 
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Mstep: Class 1 contains 3624 members 
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Mstep: Class 1 contains 3561 members 
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	Iteration 120F: 3 clusters Score -6467990 nChanged 57
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Mstep: Class 1 contains 3506 members 
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 104188 members 
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Mstep: Class 1 contains 3407 members 
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	Iteration 125Q: 3 clusters Score -6468002 nChanged 60
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Mstep: Class 1 contains 3262 members 
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Mstep: Class 1 contains 3219 members 
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	Iteration 137Q: 3 clusters Score -6468080 nChanged 33
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	Iteration 140F: 3 clusters Score -6468088 nChanged 17
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	Iteration 141Q: 3 clusters Score -6468088 nChanged 9
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	Iteration 147Q: 3 clusters Score -6468090 nChanged 16
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	Iteration 148Q: 3 clusters Score -6468085 nChanged 12
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	Iteration 149Q: 3 clusters Score -6468090 nChanged 13
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	Iteration 150Q: 3 clusters Score -6468091 nChanged 6
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	Iteration 151Q: 3 clusters Score -6468096 nChanged 9
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Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -6468086.500000 Penalty: 1054.378418
	Iteration 152Q: 3 clusters Score -6468086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -6468084.000000 Penalty: 1054.378418
	Iteration 153Q: 3 clusters Score -6468084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -6468095.500000 Penalty: 1054.378418
	Iteration 154Q: 3 clusters Score -6468096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -6468111.500000 Penalty: 1054.378418
	Iteration 155Q: 3 clusters Score -6468112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -6468110.500000 Penalty: 1054.378418
	Iteration 156Q: 3 clusters Score -6468110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -6468099.500000 Penalty: 1054.378418
	Iteration 157Q: 3 clusters Score -6468100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -6468112.500000 Penalty: 1054.378418
	Iteration 158Q: 3 clusters Score -6468112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -6468108.000000 Penalty: 1054.378418
	Iteration 159Q: 3 clusters Score -6468108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -6468113.500000 Penalty: 1054.378418
	Iteration 160F: 3 clusters Score -6468114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -6468125.500000 Penalty: 1054.378418
	Iteration 161Q: 3 clusters Score -6468126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 105048 members 
Entering Unmasked Estep 
Score: -6468133.500000 Penalty: 1054.378418
	Iteration 162Q: 3 clusters Score -6468134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -6468136.000000 Penalty: 1054.378418
	Iteration 163Q: 3 clusters Score -6468136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -6468145.500000 Penalty: 1054.378418
	Iteration 164Q: 3 clusters Score -6468146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -6468145.000000 Penalty: 1054.378418
	Iteration 165Q: 3 clusters Score -6468145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -6468146.500000 Penalty: 1054.378418
	Iteration 166Q: 3 clusters Score -6468146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -6468145.000000 Penalty: 1054.378418
	Iteration 167Q: 3 clusters Score -6468145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -6468145.000000 Penalty: 1054.378418
	Iteration 168Q: 3 clusters Score -6468145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -6468140.500000 Penalty: 1054.378418
	Iteration 169Q: 3 clusters Score -6468140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -6468137.000000 Penalty: 1054.378418
	Iteration 170Q: 3 clusters Score -6468137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -6468141.000000 Penalty: 1054.378418
	Iteration 171Q: 3 clusters Score -6468141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -6468138.000000 Penalty: 1054.378418
	Iteration 172Q: 3 clusters Score -6468138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 105083 members 
Entering Unmasked Estep 
Score: -6468139.000000 Penalty: 1054.378418
	Iteration 173Q: 3 clusters Score -6468139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -6468136.500000 Penalty: 1054.378418
	Iteration 174Q: 3 clusters Score -6468136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -6468133.500000 Penalty: 1054.378418
	Iteration 175Q: 3 clusters Score -6468134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -6468133.500000 Penalty: 1054.378418
	Iteration 176F: 3 clusters Score -6468134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -142324.656250 Penalty: 355.093414
	Iteration 0F: 2 clusters Score -142324.7 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 1237 members 
Entering Unmasked Estep 
Score: -140617.109375 Penalty: 710.186829
	Iteration 0F: 3 clusters Score -140617.1 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -141147.234375 Penalty: 710.186829
	Iteration 1F: 3 clusters Score -141147.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -141235.312500 Penalty: 710.186829
	Iteration 2F: 3 clusters Score -141235.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -141317.453125 Penalty: 710.186829
	Iteration 3F: 3 clusters Score -141317.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -141398.968750 Penalty: 710.186829
	Iteration 4F: 3 clusters Score -141399 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141456.671875 Penalty: 710.186829
	Iteration 5Q: 3 clusters Score -141456.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -141497.234375 Penalty: 710.186829
	Iteration 6Q: 3 clusters Score -141497.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -141549.296875 Penalty: 710.186829
	Iteration 7Q: 3 clusters Score -141549.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141616.593750 Penalty: 710.186829
	Iteration 8Q: 3 clusters Score -141616.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -141677.578125 Penalty: 710.186829
	Iteration 9Q: 3 clusters Score -141677.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -141737.250000 Penalty: 710.186829
	Iteration 10Q: 3 clusters Score -141737.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141798.171875 Penalty: 710.186829
	Iteration 11Q: 3 clusters Score -141798.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -141836.015625 Penalty: 710.186829
	Iteration 12Q: 3 clusters Score -141836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141866.796875 Penalty: 710.186829
	Iteration 13Q: 3 clusters Score -141866.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -141889.671875 Penalty: 710.186829
	Iteration 14Q: 3 clusters Score -141889.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -141908.140625 Penalty: 710.186829
	Iteration 15Q: 3 clusters Score -141908.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141918.140625 Penalty: 710.186829
	Iteration 16Q: 3 clusters Score -141918.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141927.140625 Penalty: 710.186829
	Iteration 17Q: 3 clusters Score -141927.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141930.890625 Penalty: 710.186829
	Iteration 18Q: 3 clusters Score -141930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -141933.828125 Penalty: 710.186829
	Iteration 19Q: 3 clusters Score -141933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -141939.625000 Penalty: 710.186829
	Iteration 20F: 3 clusters Score -141939.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -141947.781250 Penalty: 710.186829
	Iteration 21Q: 3 clusters Score -141947.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -141962.578125 Penalty: 710.186829
	Iteration 22Q: 3 clusters Score -141962.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141971.281250 Penalty: 710.186829
	Iteration 23Q: 3 clusters Score -141971.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -141979.468750 Penalty: 710.186829
	Iteration 24Q: 3 clusters Score -141979.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141982.671875 Penalty: 710.186829
	Iteration 25Q: 3 clusters Score -141982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -141985.156250 Penalty: 710.186829
	Iteration 26Q: 3 clusters Score -141985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141986.531250 Penalty: 710.186829
	Iteration 27Q: 3 clusters Score -141986.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -141987.859375 Penalty: 710.186829
	Iteration 28Q: 3 clusters Score -141987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -141988.781250 Penalty: 710.186829
	Iteration 29Q: 3 clusters Score -141988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141989.546875 Penalty: 710.186829
	Iteration 30Q: 3 clusters Score -141989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141990.000000 Penalty: 710.186829
	Iteration 31Q: 3 clusters Score -141990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141990.234375 Penalty: 710.186829
	Iteration 32Q: 3 clusters Score -141990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141990.343750 Penalty: 710.186829
	Iteration 33Q: 3 clusters Score -141990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141990.343750 Penalty: 710.186829
	Iteration 34F: 3 clusters Score -141990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -45554.394531 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -45554.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44873.222656 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -44873.22 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45075.066406 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -45075.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45113.250000 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -45113.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45137.667969 Penalty: 609.766541
	Iteration 3F: 3 clusters Score -45137.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45156.332031 Penalty: 609.766541
	Iteration 4Q: 3 clusters Score -45156.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45168.367188 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -45168.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45175.765625 Penalty: 609.766541
	Iteration 6Q: 3 clusters Score -45175.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45179.957031 Penalty: 609.766541
	Iteration 7Q: 3 clusters Score -45179.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45186.964844 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -45186.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45192.457031 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -45192.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45196.808594 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -45196.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45201.562500 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -45201.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45203.433594 Penalty: 609.766541
	Iteration 12Q: 3 clusters Score -45203.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45206.753906 Penalty: 609.766541
	Iteration 13Q: 3 clusters Score -45206.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45210.382812 Penalty: 609.766541
	Iteration 14Q: 3 clusters Score -45210.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45215.218750 Penalty: 609.766541
	Iteration 15Q: 3 clusters Score -45215.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45219.000000 Penalty: 609.766541
	Iteration 16Q: 3 clusters Score -45219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45223.480469 Penalty: 609.766541
	Iteration 17Q: 3 clusters Score -45223.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45227.328125 Penalty: 609.766541
	Iteration 18Q: 3 clusters Score -45227.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45231.906250 Penalty: 609.766541
	Iteration 19Q: 3 clusters Score -45231.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45235.550781 Penalty: 609.766541
	Iteration 20F: 3 clusters Score -45235.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45239.320312 Penalty: 609.766541
	Iteration 21Q: 3 clusters Score -45239.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45241.082031 Penalty: 609.766541
	Iteration 22Q: 3 clusters Score -45241.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45242.035156 Penalty: 609.766541
	Iteration 23Q: 3 clusters Score -45242.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45242.617188 Penalty: 609.766541
	Iteration 24Q: 3 clusters Score -45242.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45243.574219 Penalty: 609.766541
	Iteration 25Q: 3 clusters Score -45243.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45244.570312 Penalty: 609.766541
	Iteration 26Q: 3 clusters Score -45244.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45246.425781 Penalty: 609.766541
	Iteration 27Q: 3 clusters Score -45246.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45248.730469 Penalty: 609.766541
	Iteration 28Q: 3 clusters Score -45248.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45251.175781 Penalty: 609.766541
	Iteration 29Q: 3 clusters Score -45251.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45255.656250 Penalty: 609.766541
	Iteration 30Q: 3 clusters Score -45255.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45258.812500 Penalty: 609.766541
	Iteration 31Q: 3 clusters Score -45258.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45261.453125 Penalty: 609.766541
	Iteration 32Q: 3 clusters Score -45261.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45264.015625 Penalty: 609.766541
	Iteration 33Q: 3 clusters Score -45264.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45265.265625 Penalty: 609.766541
	Iteration 34Q: 3 clusters Score -45265.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45266.195312 Penalty: 609.766541
	Iteration 35Q: 3 clusters Score -45266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45271.417969 Penalty: 609.766541
	Iteration 36Q: 3 clusters Score -45271.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45272.449219 Penalty: 609.766541
	Iteration 37Q: 3 clusters Score -45272.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45273.277344 Penalty: 609.766541
	Iteration 38Q: 3 clusters Score -45273.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45274.640625 Penalty: 609.766541
	Iteration 39Q: 3 clusters Score -45274.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45275.691406 Penalty: 609.766541
	Iteration 40F: 3 clusters Score -45275.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45276.894531 Penalty: 609.766541
	Iteration 41Q: 3 clusters Score -45276.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -45277.894531 Penalty: 609.766541
	Iteration 42Q: 3 clusters Score -45277.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45278.433594 Penalty: 609.766541
	Iteration 43Q: 3 clusters Score -45278.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45280.460938 Penalty: 609.766541
	Iteration 44Q: 3 clusters Score -45280.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45282.957031 Penalty: 609.766541
	Iteration 45Q: 3 clusters Score -45282.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -45289.660156 Penalty: 609.766541
	Iteration 46Q: 3 clusters Score -45289.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -45295.875000 Penalty: 609.766541
	Iteration 47Q: 3 clusters Score -45295.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45300.820312 Penalty: 609.766541
	Iteration 48Q: 3 clusters Score -45300.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45303.328125 Penalty: 609.766541
	Iteration 49Q: 3 clusters Score -45303.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45304.882812 Penalty: 609.766541
	Iteration 50Q: 3 clusters Score -45304.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45306.226562 Penalty: 609.766541
	Iteration 51Q: 3 clusters Score -45306.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -45308.582031 Penalty: 609.766541
	Iteration 52Q: 3 clusters Score -45308.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -45309.082031 Penalty: 609.766541
	Iteration 53Q: 3 clusters Score -45309.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -45309.082031 Penalty: 609.766541
	Iteration 54F: 3 clusters Score -45309.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Entering Unmasked Estep 
Score: -3587997.000000 Penalty: 503.625061
	Iteration 0F: 2 clusters Score -3587997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3545110.500000 Penalty: 1007.250122
	Iteration 0F: 3 clusters Score -3545110 nChanged 30976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3565339.000000 Penalty: 1007.250122
	Iteration 1F: 3 clusters Score -3565339 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3567602.250000 Penalty: 1007.250122
	Iteration 2F: 3 clusters Score -3567602 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3570533.000000 Penalty: 1007.250122
	Iteration 3F: 3 clusters Score -3570533 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -3573333.000000 Penalty: 1007.250122
	Iteration 4F: 3 clusters Score -3573333 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3575451.500000 Penalty: 1007.250122
	Iteration 5F: 3 clusters Score -3575452 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3576706.500000 Penalty: 1007.250122
	Iteration 6Q: 3 clusters Score -3576706 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3577348.500000 Penalty: 1007.250122
	Iteration 7Q: 3 clusters Score -3577348 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3577659.000000 Penalty: 1007.250122
	Iteration 8Q: 3 clusters Score -3577659 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3577861.000000 Penalty: 1007.250122
	Iteration 9Q: 3 clusters Score -3577861 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3577999.500000 Penalty: 1007.250122
	Iteration 10Q: 3 clusters Score -3578000 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3578126.500000 Penalty: 1007.250122
	Iteration 11Q: 3 clusters Score -3578126 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3578247.750000 Penalty: 1007.250122
	Iteration 12Q: 3 clusters Score -3578248 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3578344.000000 Penalty: 1007.250122
	Iteration 13Q: 3 clusters Score -3578344 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3578454.000000 Penalty: 1007.250122
	Iteration 14Q: 3 clusters Score -3578454 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3578513.500000 Penalty: 1007.250122
	Iteration 15Q: 3 clusters Score -3578514 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3578570.000000 Penalty: 1007.250122
	Iteration 16Q: 3 clusters Score -3578570 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3578658.000000 Penalty: 1007.250122
	Iteration 17Q: 3 clusters Score -3578658 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -3578697.750000 Penalty: 1007.250122
	Iteration 18Q: 3 clusters Score -3578698 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3578740.250000 Penalty: 1007.250122
	Iteration 19Q: 3 clusters Score -3578740 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3578786.500000 Penalty: 1007.250122
	Iteration 20F: 3 clusters Score -3578786 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3578860.250000 Penalty: 1007.250122
	Iteration 21Q: 3 clusters Score -3578860 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3578890.500000 Penalty: 1007.250122
	Iteration 22Q: 3 clusters Score -3578890 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3578938.000000 Penalty: 1007.250122
	Iteration 23Q: 3 clusters Score -3578938 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3578967.000000 Penalty: 1007.250122
	Iteration 24Q: 3 clusters Score -3578967 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3579017.250000 Penalty: 1007.250122
	Iteration 25Q: 3 clusters Score -3579017 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3579045.000000 Penalty: 1007.250122
	Iteration 26Q: 3 clusters Score -3579045 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -3579087.250000 Penalty: 1007.250122
	Iteration 27Q: 3 clusters Score -3579087 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3579131.750000 Penalty: 1007.250122
	Iteration 28Q: 3 clusters Score -3579132 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3579164.500000 Penalty: 1007.250122
	Iteration 29Q: 3 clusters Score -3579164 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3579183.000000 Penalty: 1007.250122
	Iteration 30Q: 3 clusters Score -3579183 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3579213.750000 Penalty: 1007.250122
	Iteration 31Q: 3 clusters Score -3579214 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3579238.000000 Penalty: 1007.250122
	Iteration 32Q: 3 clusters Score -3579238 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3579275.750000 Penalty: 1007.250122
	Iteration 33Q: 3 clusters Score -3579276 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3579299.500000 Penalty: 1007.250122
	Iteration 34Q: 3 clusters Score -3579300 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3579337.750000 Penalty: 1007.250122
	Iteration 35Q: 3 clusters Score -3579338 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3579343.000000 Penalty: 1007.250122
	Iteration 36Q: 3 clusters Score -3579343 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3579363.500000 Penalty: 1007.250122
	Iteration 37Q: 3 clusters Score -3579364 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3579404.250000 Penalty: 1007.250122
	Iteration 38Q: 3 clusters Score -3579404 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3579426.000000 Penalty: 1007.250122
	Iteration 39Q: 3 clusters Score -3579426 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3579452.500000 Penalty: 1007.250122
	Iteration 40F: 3 clusters Score -3579452 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3579471.250000 Penalty: 1007.250122
	Iteration 41Q: 3 clusters Score -3579471 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3579494.250000 Penalty: 1007.250122
	Iteration 42Q: 3 clusters Score -3579494 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3579497.500000 Penalty: 1007.250122
	Iteration 43Q: 3 clusters Score -3579498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3579519.500000 Penalty: 1007.250122
	Iteration 44Q: 3 clusters Score -3579520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3579527.000000 Penalty: 1007.250122
	Iteration 45Q: 3 clusters Score -3579527 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3579556.250000 Penalty: 1007.250122
	Iteration 46Q: 3 clusters Score -3579556 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3579578.250000 Penalty: 1007.250122
	Iteration 47Q: 3 clusters Score -3579578 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3579616.500000 Penalty: 1007.250122
	Iteration 48Q: 3 clusters Score -3579616 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -3579630.000000 Penalty: 1007.250122
	Iteration 49Q: 3 clusters Score -3579630 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3579640.250000 Penalty: 1007.250122
	Iteration 50Q: 3 clusters Score -3579640 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -3579639.000000 Penalty: 1007.250122
	Iteration 51Q: 3 clusters Score -3579639 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3579655.500000 Penalty: 1007.250122
	Iteration 52Q: 3 clusters Score -3579656 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -3579666.500000 Penalty: 1007.250122
	Iteration 53Q: 3 clusters Score -3579666 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3579694.000000 Penalty: 1007.250122
	Iteration 54Q: 3 clusters Score -3579694 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -3579709.500000 Penalty: 1007.250122
	Iteration 55Q: 3 clusters Score -3579710 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -3579750.000000 Penalty: 1007.250122
	Iteration 56Q: 3 clusters Score -3579750 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -3579761.250000 Penalty: 1007.250122
	Iteration 57Q: 3 clusters Score -3579761 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -3579799.750000 Penalty: 1007.250122
	Iteration 58Q: 3 clusters Score -3579800 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -3579833.750000 Penalty: 1007.250122
	Iteration 59Q: 3 clusters Score -3579834 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -3579852.500000 Penalty: 1007.250122
	Iteration 60F: 3 clusters Score -3579852 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3579882.000000 Penalty: 1007.250122
	Iteration 61Q: 3 clusters Score -3579882 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -3579908.000000 Penalty: 1007.250122
	Iteration 62Q: 3 clusters Score -3579908 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -3579941.250000 Penalty: 1007.250122
	Iteration 63Q: 3 clusters Score -3579941 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -3579988.500000 Penalty: 1007.250122
	Iteration 64Q: 3 clusters Score -3579988 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3580034.500000 Penalty: 1007.250122
	Iteration 65Q: 3 clusters Score -3580034 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3580075.000000 Penalty: 1007.250122
	Iteration 66Q: 3 clusters Score -3580075 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3580104.750000 Penalty: 1007.250122
	Iteration 67Q: 3 clusters Score -3580105 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3580158.000000 Penalty: 1007.250122
	Iteration 68Q: 3 clusters Score -3580158 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -3580226.750000 Penalty: 1007.250122
	Iteration 69Q: 3 clusters Score -3580227 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3580277.500000 Penalty: 1007.250122
	Iteration 70Q: 3 clusters Score -3580278 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -3580345.250000 Penalty: 1007.250122
	Iteration 71Q: 3 clusters Score -3580345 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -3580419.500000 Penalty: 1007.250122
	Iteration 72Q: 3 clusters Score -3580420 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -3580498.500000 Penalty: 1007.250122
	Iteration 73Q: 3 clusters Score -3580498 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -3580571.000000 Penalty: 1007.250122
	Iteration 74Q: 3 clusters Score -3580571 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -3580679.750000 Penalty: 1007.250122
	Iteration 75Q: 3 clusters Score -3580680 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -3580738.500000 Penalty: 1007.250122
	Iteration 76Q: 3 clusters Score -3580738 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -3580790.750000 Penalty: 1007.250122
	Iteration 77Q: 3 clusters Score -3580791 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -3580881.250000 Penalty: 1007.250122
	Iteration 78Q: 3 clusters Score -3580881 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -3580984.250000 Penalty: 1007.250122
	Iteration 79Q: 3 clusters Score -3580984 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -3581058.000000 Penalty: 1007.250122
	Iteration 80F: 3 clusters Score -3581058 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -3581168.750000 Penalty: 1007.250122
	Iteration 81Q: 3 clusters Score -3581169 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -3581261.500000 Penalty: 1007.250122
	Iteration 82Q: 3 clusters Score -3581262 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -3581353.000000 Penalty: 1007.250122
	Iteration 83Q: 3 clusters Score -3581353 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -3581477.000000 Penalty: 1007.250122
	Iteration 84Q: 3 clusters Score -3581477 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -3581575.750000 Penalty: 1007.250122
	Iteration 85Q: 3 clusters Score -3581576 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -3581708.000000 Penalty: 1007.250122
	Iteration 86Q: 3 clusters Score -3581708 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -3581846.000000 Penalty: 1007.250122
	Iteration 87Q: 3 clusters Score -3581846 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -3581970.000000 Penalty: 1007.250122
	Iteration 88Q: 3 clusters Score -3581970 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -3582107.500000 Penalty: 1007.250122
	Iteration 89Q: 3 clusters Score -3582108 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -3582245.250000 Penalty: 1007.250122
	Iteration 90Q: 3 clusters Score -3582245 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -3582424.000000 Penalty: 1007.250122
	Iteration 91Q: 3 clusters Score -3582424 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -3582632.000000 Penalty: 1007.250122
	Iteration 92Q: 3 clusters Score -3582632 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -3582851.250000 Penalty: 1007.250122
	Iteration 93Q: 3 clusters Score -3582851 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -3583111.500000 Penalty: 1007.250122
	Iteration 94Q: 3 clusters Score -3583112 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -3583405.750000 Penalty: 1007.250122
	Iteration 95Q: 3 clusters Score -3583406 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -3583737.500000 Penalty: 1007.250122
	Iteration 96Q: 3 clusters Score -3583738 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -3584121.000000 Penalty: 1007.250122
	Iteration 97Q: 3 clusters Score -3584121 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -3584505.750000 Penalty: 1007.250122
	Iteration 98Q: 3 clusters Score -3584506 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -3584867.750000 Penalty: 1007.250122
	Iteration 99Q: 3 clusters Score -3584868 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -3585209.250000 Penalty: 1007.250122
	Iteration 100F: 3 clusters Score -3585209 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -3585555.500000 Penalty: 1007.250122
	Iteration 101Q: 3 clusters Score -3585556 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -3585919.000000 Penalty: 1007.250122
	Iteration 102Q: 3 clusters Score -3585919 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -3586265.250000 Penalty: 1007.250122
	Iteration 103Q: 3 clusters Score -3586265 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -3586537.500000 Penalty: 1007.250122
	Iteration 104Q: 3 clusters Score -3586538 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -3586765.750000 Penalty: 1007.250122
	Iteration 105Q: 3 clusters Score -3586766 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -3586956.000000 Penalty: 1007.250122
	Iteration 106Q: 3 clusters Score -3586956 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -3587104.500000 Penalty: 1007.250122
	Iteration 107Q: 3 clusters Score -3587104 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -3587230.500000 Penalty: 1007.250122
	Iteration 108Q: 3 clusters Score -3587230 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -3587348.250000 Penalty: 1007.250122
	Iteration 109Q: 3 clusters Score -3587348 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -3587427.500000 Penalty: 1007.250122
	Iteration 110Q: 3 clusters Score -3587428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -3587501.250000 Penalty: 1007.250122
	Iteration 111Q: 3 clusters Score -3587501 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -3587528.500000 Penalty: 1007.250122
	Iteration 112Q: 3 clusters Score -3587528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -3587554.500000 Penalty: 1007.250122
	Iteration 113Q: 3 clusters Score -3587554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -3587592.250000 Penalty: 1007.250122
	Iteration 114Q: 3 clusters Score -3587592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -3587621.250000 Penalty: 1007.250122
	Iteration 115Q: 3 clusters Score -3587621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -3587643.000000 Penalty: 1007.250122
	Iteration 116Q: 3 clusters Score -3587643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -3587662.000000 Penalty: 1007.250122
	Iteration 117Q: 3 clusters Score -3587662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -3587688.750000 Penalty: 1007.250122
	Iteration 118Q: 3 clusters Score -3587689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -3587707.250000 Penalty: 1007.250122
	Iteration 119Q: 3 clusters Score -3587707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -3587721.250000 Penalty: 1007.250122
	Iteration 120F: 3 clusters Score -3587721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -3587732.000000 Penalty: 1007.250122
	Iteration 121Q: 3 clusters Score -3587732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -3587740.250000 Penalty: 1007.250122
	Iteration 122Q: 3 clusters Score -3587740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -3587747.750000 Penalty: 1007.250122
	Iteration 123Q: 3 clusters Score -3587748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -3587749.250000 Penalty: 1007.250122
	Iteration 124Q: 3 clusters Score -3587749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -3587765.000000 Penalty: 1007.250122
	Iteration 125Q: 3 clusters Score -3587765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -3587760.500000 Penalty: 1007.250122
	Iteration 126Q: 3 clusters Score -3587760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -3587769.250000 Penalty: 1007.250122
	Iteration 127Q: 3 clusters Score -3587769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -3587770.000000 Penalty: 1007.250122
	Iteration 128Q: 3 clusters Score -3587770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -3587775.000000 Penalty: 1007.250122
	Iteration 129Q: 3 clusters Score -3587775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -3587783.750000 Penalty: 1007.250122
	Iteration 130Q: 3 clusters Score -3587784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -3587782.750000 Penalty: 1007.250122
	Iteration 131Q: 3 clusters Score -3587783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -3587783.750000 Penalty: 1007.250122
	Iteration 132Q: 3 clusters Score -3587784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -3587779.500000 Penalty: 1007.250122
	Iteration 133Q: 3 clusters Score -3587780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -3587783.750000 Penalty: 1007.250122
	Iteration 134Q: 3 clusters Score -3587784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -3587780.750000 Penalty: 1007.250122
	Iteration 135Q: 3 clusters Score -3587781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -3587782.750000 Penalty: 1007.250122
	Iteration 136Q: 3 clusters Score -3587783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -3587780.750000 Penalty: 1007.250122
	Iteration 137Q: 3 clusters Score -3587781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -3587777.500000 Penalty: 1007.250122
	Iteration 138Q: 3 clusters Score -3587778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -3587783.250000 Penalty: 1007.250122
	Iteration 139Q: 3 clusters Score -3587783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -3587783.500000 Penalty: 1007.250122
	Iteration 140F: 3 clusters Score -3587784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -3587785.250000 Penalty: 1007.250122
	Iteration 141Q: 3 clusters Score -3587785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -3587782.250000 Penalty: 1007.250122
	Iteration 142Q: 3 clusters Score -3587782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -3587785.500000 Penalty: 1007.250122
	Iteration 143Q: 3 clusters Score -3587786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -3587785.500000 Penalty: 1007.250122
	Iteration 144F: 3 clusters Score -3587786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -57005.750000 Penalty: 313.383636
	Iteration 0F: 2 clusters Score -57005.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -56250.078125 Penalty: 626.767273
	Iteration 0F: 3 clusters Score -56250.08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -56534.214844 Penalty: 626.767273
	Iteration 1F: 3 clusters Score -56534.21 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -56628.132812 Penalty: 626.767273
	Iteration 2F: 3 clusters Score -56628.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -56698.789062 Penalty: 626.767273
	Iteration 3F: 3 clusters Score -56698.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -56778.074219 Penalty: 626.767273
	Iteration 4F: 3 clusters Score -56778.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -56873.378906 Penalty: 626.767273
	Iteration 5F: 3 clusters Score -56873.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -56933.593750 Penalty: 626.767273
	Iteration 6F: 3 clusters Score -56933.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -57016.003906 Penalty: 626.767273
	Iteration 7Q: 3 clusters Score -57016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -57083.324219 Penalty: 626.767273
	Iteration 8Q: 3 clusters Score -57083.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57099.703125 Penalty: 626.767273
	Iteration 9Q: 3 clusters Score -57099.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57109.492188 Penalty: 626.767273
	Iteration 10Q: 3 clusters Score -57109.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -57115.523438 Penalty: 626.767273
	Iteration 11Q: 3 clusters Score -57115.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -57128.011719 Penalty: 626.767273
	Iteration 12Q: 3 clusters Score -57128.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -57161.187500 Penalty: 626.767273
	Iteration 13Q: 3 clusters Score -57161.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -57197.882812 Penalty: 626.767273
	Iteration 14Q: 3 clusters Score -57197.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -57218.953125 Penalty: 626.767273
	Iteration 15Q: 3 clusters Score -57218.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -57241.996094 Penalty: 626.767273
	Iteration 16Q: 3 clusters Score -57242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -57290.281250 Penalty: 626.767273
	Iteration 17Q: 3 clusters Score -57290.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -57312.570312 Penalty: 626.767273
	Iteration 18Q: 3 clusters Score -57312.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -57316.988281 Penalty: 626.767273
	Iteration 19Q: 3 clusters Score -57316.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -57317.945312 Penalty: 626.767273
	Iteration 20F: 3 clusters Score -57317.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -57318.250000 Penalty: 626.767273
	Iteration 21Q: 3 clusters Score -57318.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -57318.250000 Penalty: 626.767273
	Iteration 22F: 3 clusters Score -57318.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 107643 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 64131 members 
Mstep: Class 10 contains 294 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 21173 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3388 members 
Mstep: Class 23 contains 686 members 
Entering Unmasked Estep 
Score: -23056462.000000 Penalty: 13521.287109
Splitting cluster 10 changes total score from -23056448.000000 to -23056462.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -72657.710938 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72657.71 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -72989.382812 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72989.38 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -73058.414062 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73058.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -73112.273438 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -73112.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -73176.007812 Penalty: 652.830200
	Iteration 4F: 3 clusters Score -73176.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -73217.742188 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73217.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -73246.203125 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73246.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -73272.140625 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73272.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -73291.890625 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73291.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -73315.125000 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73315.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -73329.718750 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73329.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -73343.921875 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73343.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -73353.914062 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73353.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -73362.679688 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73362.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -73374.125000 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73374.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -73389.867188 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73389.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -73400.601562 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -73410.070312 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73410.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -73411.906250 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73411.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -73412.320312 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73412.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -73412.546875 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73412.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6405.792480 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6405.792 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 61 members 
Entering Unmasked Estep 
Score: -6195.387207 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6195.387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6299.566895 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6299.567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6388.477539 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6388.478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6431.018555 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -6431.019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6435.682129 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6435.682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6436.195312 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6436.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6436.195312 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -6436.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 107643 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 64131 members 
Mstep: Class 10 contains 294 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 24 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 21173 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3388 members 
Mstep: Class 23 contains 686 members 
Mstep: Class 24 contains 109 members 
Entering Unmasked Estep 
Score: -23056130.000000 Penalty: 14109.168945
Splitting cluster 12 changes total score from -23056448.000000 to -23056130.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -76050.140625 Penalty: 327.991333
	Iteration 0F: 2 clusters Score -76050.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -75018.281250 Penalty: 655.982666
	Iteration 0F: 3 clusters Score -75018.28 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -75356.343750 Penalty: 655.982666
	Iteration 1F: 3 clusters Score -75356.34 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -75451.710938 Penalty: 655.982666
	Iteration 2F: 3 clusters Score -75451.71 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -75520.835938 Penalty: 655.982666
	Iteration 3F: 3 clusters Score -75520.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -75586.226562 Penalty: 655.982666
	Iteration 4F: 3 clusters Score -75586.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -75633.421875 Penalty: 655.982666
	Iteration 5Q: 3 clusters Score -75633.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -75677.093750 Penalty: 655.982666
	Iteration 6Q: 3 clusters Score -75677.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -75699.703125 Penalty: 655.982666
	Iteration 7Q: 3 clusters Score -75699.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -75728.164062 Penalty: 655.982666
	Iteration 8Q: 3 clusters Score -75728.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -75749.679688 Penalty: 655.982666
	Iteration 9Q: 3 clusters Score -75749.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -75770.250000 Penalty: 655.982666
	Iteration 10Q: 3 clusters Score -75770.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -75786.554688 Penalty: 655.982666
	Iteration 11Q: 3 clusters Score -75786.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -75799.953125 Penalty: 655.982666
	Iteration 12Q: 3 clusters Score -75799.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -75811.101562 Penalty: 655.982666
	Iteration 13Q: 3 clusters Score -75811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -75823.046875 Penalty: 655.982666
	Iteration 14Q: 3 clusters Score -75823.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -75831.914062 Penalty: 655.982666
	Iteration 15Q: 3 clusters Score -75831.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -75843.437500 Penalty: 655.982666
	Iteration 16Q: 3 clusters Score -75843.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -75848.640625 Penalty: 655.982666
	Iteration 17Q: 3 clusters Score -75848.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -75857.257812 Penalty: 655.982666
	Iteration 18Q: 3 clusters Score -75857.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -75861.265625 Penalty: 655.982666
	Iteration 19Q: 3 clusters Score -75861.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -75863.171875 Penalty: 655.982666
	Iteration 20F: 3 clusters Score -75863.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -75864.023438 Penalty: 655.982666
	Iteration 21Q: 3 clusters Score -75864.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -75865.812500 Penalty: 655.982666
	Iteration 22Q: 3 clusters Score -75865.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -75866.398438 Penalty: 655.982666
	Iteration 23Q: 3 clusters Score -75866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -75867.976562 Penalty: 655.982666
	Iteration 24Q: 3 clusters Score -75867.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -75868.859375 Penalty: 655.982666
	Iteration 25Q: 3 clusters Score -75868.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -75868.914062 Penalty: 655.982666
	Iteration 26Q: 3 clusters Score -75868.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -75868.914062 Penalty: 655.982666
	Iteration 27F: 3 clusters Score -75868.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2180.967041 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2180.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2055.677979 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2055.678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2076.300537 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2076.301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2083.442383 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2083.442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2090.886230 Penalty: 361.296570
	Iteration 3F: 3 clusters Score -2090.886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2102.457520 Penalty: 361.296570
	Iteration 4F: 3 clusters Score -2102.458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -16587.623047 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -16587.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16246.462891 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -16246.46 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16553.333984 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -16553.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16750.257812 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -16750.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16859.919922 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -16859.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16920.375000 Penalty: 540.794739
	Iteration 4F: 3 clusters Score -16920.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16930.876953 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -16930.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16947.332031 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -16947.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16961.218750 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -16961.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16981.607422 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -16981.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17007.646484 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -17007.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17025.347656 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -17025.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17034.638672 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -17034.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17044.652344 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -17044.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17050.640625 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -17050.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17050.865234 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -17050.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17058.888672 Penalty: 540.794739
	Iteration 15F: 3 clusters Score -17058.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17066.162109 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -17066.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17067.101562 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -17067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17067.101562 Penalty: 540.794739
	Iteration 18F: 3 clusters Score -17067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 107643 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 64131 members 
Mstep: Class 10 contains 294 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 21173 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3388 members 
Mstep: Class 23 contains 686 members 
Mstep: Class 24 contains 169 members 
Entering Unmasked Estep 
Score: -23056628.000000 Penalty: 14109.168945
Splitting cluster 15 changes total score from -23056448.000000 to -23056628.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -42620.964844 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -42620.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -41953.378906 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -41953.38 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -42222.578125 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -42222.58 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42339.585938 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -42339.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -42449.203125 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -42449.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -42530.289062 Penalty: 606.693054
	Iteration 4F: 3 clusters Score -42530.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -42583.574219 Penalty: 606.693054
	Iteration 5F: 3 clusters Score -42583.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -42628.925781 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -42628.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -42649.449219 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -42649.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -42667.070312 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -42667.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -42674.351562 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -42674.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -42675.007812 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -42675.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -42675.906250 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -42675.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -42676.636719 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -42676.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -42677.738281 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -42677.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -42681.265625 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -42681.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -42681.964844 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -42681.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -42681.964844 Penalty: 606.693054
	Iteration 16F: 3 clusters Score -42681.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 107643 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 64131 members 
Mstep: Class 10 contains 294 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 163 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 21173 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3388 members 
Mstep: Class 23 contains 686 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 623 members 
Entering Unmasked Estep 
Score: -23056388.000000 Penalty: 14697.050781
Splitting cluster 16 changes total score from -23056448.000000 to -23056388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13958.211914 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13958.21 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 156 members 
Entering Unmasked Estep 
Score: -13654.662109 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13654.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13814.102539 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13814.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13870.982422 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13870.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13889.095703 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -13889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13898.081055 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -13898.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13898.081055 Penalty: 514.695251
	Iteration 5F: 3 clusters Score -13898.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -10199.730469 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10199.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9923.987305 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -9923.987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9987.430664 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -9987.431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10008.254883 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10008.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10037.411133 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -10037.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10086.904297 Penalty: 483.052338
	Iteration 4F: 3 clusters Score -10086.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10102.182617 Penalty: 483.052338
	Iteration 5F: 3 clusters Score -10102.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10114.366211 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10114.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10128.168945 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10128.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10137.917969 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -10137.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10146.190430 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -10146.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10155.658203 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -10155.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10158.298828 Penalty: 483.052338
	Iteration 11Q: 3 clusters Score -10158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10160.084961 Penalty: 483.052338
	Iteration 12Q: 3 clusters Score -10160.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10160.084961 Penalty: 483.052338
	Iteration 13F: 3 clusters Score -10160.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -448989.781250 Penalty: 410.669159
	Iteration 0F: 2 clusters Score -448989.8 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 4178 members 
Entering Unmasked Estep 
Score: -443470.656250 Penalty: 821.338318
	Iteration 0F: 3 clusters Score -443470.7 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -445793.968750 Penalty: 821.338318
	Iteration 1F: 3 clusters Score -445794 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -446112.906250 Penalty: 821.338318
	Iteration 2F: 3 clusters Score -446112.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -446479.875000 Penalty: 821.338318
	Iteration 3F: 3 clusters Score -446479.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -446823.062500 Penalty: 821.338318
	Iteration 4F: 3 clusters Score -446823.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -447091.875000 Penalty: 821.338318
	Iteration 5F: 3 clusters Score -447091.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -447331.593750 Penalty: 821.338318
	Iteration 6Q: 3 clusters Score -447331.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -447603.062500 Penalty: 821.338318
	Iteration 7Q: 3 clusters Score -447603.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -447886.531250 Penalty: 821.338318
	Iteration 8Q: 3 clusters Score -447886.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -448172.593750 Penalty: 821.338318
	Iteration 9Q: 3 clusters Score -448172.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -448398.375000 Penalty: 821.338318
	Iteration 10Q: 3 clusters Score -448398.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -448505.218750 Penalty: 821.338318
	Iteration 11Q: 3 clusters Score -448505.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -448554.875000 Penalty: 821.338318
	Iteration 12Q: 3 clusters Score -448554.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -448585.125000 Penalty: 821.338318
	Iteration 13Q: 3 clusters Score -448585.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -448601.468750 Penalty: 821.338318
	Iteration 14Q: 3 clusters Score -448601.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -448611.218750 Penalty: 821.338318
	Iteration 15Q: 3 clusters Score -448611.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -448618.718750 Penalty: 821.338318
	Iteration 16Q: 3 clusters Score -448618.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -448622.781250 Penalty: 821.338318
	Iteration 17Q: 3 clusters Score -448622.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -448625.156250 Penalty: 821.338318
	Iteration 18Q: 3 clusters Score -448625.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -448628.000000 Penalty: 821.338318
	Iteration 19Q: 3 clusters Score -448628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -448629.531250 Penalty: 821.338318
	Iteration 20F: 3 clusters Score -448629.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -448632.312500 Penalty: 821.338318
	Iteration 21Q: 3 clusters Score -448632.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -448635.093750 Penalty: 821.338318
	Iteration 22Q: 3 clusters Score -448635.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -448638.625000 Penalty: 821.338318
	Iteration 23Q: 3 clusters Score -448638.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -448645.187500 Penalty: 821.338318
	Iteration 24Q: 3 clusters Score -448645.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -448650.718750 Penalty: 821.338318
	Iteration 25Q: 3 clusters Score -448650.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -448655.250000 Penalty: 821.338318
	Iteration 26Q: 3 clusters Score -448655.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -448661.218750 Penalty: 821.338318
	Iteration 27Q: 3 clusters Score -448661.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -448664.406250 Penalty: 821.338318
	Iteration 28Q: 3 clusters Score -448664.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -448666.312500 Penalty: 821.338318
	Iteration 29Q: 3 clusters Score -448666.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -448668.000000 Penalty: 821.338318
	Iteration 30Q: 3 clusters Score -448668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -448671.375000 Penalty: 821.338318
	Iteration 31Q: 3 clusters Score -448671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -448673.812500 Penalty: 821.338318
	Iteration 32Q: 3 clusters Score -448673.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -448675.875000 Penalty: 821.338318
	Iteration 33Q: 3 clusters Score -448675.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -448680.093750 Penalty: 821.338318
	Iteration 34Q: 3 clusters Score -448680.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -448680.593750 Penalty: 821.338318
	Iteration 35Q: 3 clusters Score -448680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -448683.093750 Penalty: 821.338318
	Iteration 36Q: 3 clusters Score -448683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -448686.093750 Penalty: 821.338318
	Iteration 37Q: 3 clusters Score -448686.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -448688.968750 Penalty: 821.338318
	Iteration 38Q: 3 clusters Score -448689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -448690.781250 Penalty: 821.338318
	Iteration 39Q: 3 clusters Score -448690.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -448692.750000 Penalty: 821.338318
	Iteration 40F: 3 clusters Score -448692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -448694.750000 Penalty: 821.338318
	Iteration 41Q: 3 clusters Score -448694.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -448696.125000 Penalty: 821.338318
	Iteration 42Q: 3 clusters Score -448696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -448699.062500 Penalty: 821.338318
	Iteration 43Q: 3 clusters Score -448699.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -448700.531250 Penalty: 821.338318
	Iteration 44Q: 3 clusters Score -448700.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -448701.906250 Penalty: 821.338318
	Iteration 45Q: 3 clusters Score -448701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -448703.000000 Penalty: 821.338318
	Iteration 46Q: 3 clusters Score -448703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -448703.250000 Penalty: 821.338318
	Iteration 47Q: 3 clusters Score -448703.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -448705.250000 Penalty: 821.338318
	Iteration 48Q: 3 clusters Score -448705.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -448708.437500 Penalty: 821.338318
	Iteration 49Q: 3 clusters Score -448708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -448708.781250 Penalty: 821.338318
	Iteration 50Q: 3 clusters Score -448708.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -448710.312500 Penalty: 821.338318
	Iteration 51Q: 3 clusters Score -448710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -448711.187500 Penalty: 821.338318
	Iteration 52Q: 3 clusters Score -448711.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -448711.968750 Penalty: 821.338318
	Iteration 53Q: 3 clusters Score -448712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -448712.687500 Penalty: 821.338318
	Iteration 54Q: 3 clusters Score -448712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -448712.937500 Penalty: 821.338318
	Iteration 55Q: 3 clusters Score -448712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -448713.656250 Penalty: 821.338318
	Iteration 56Q: 3 clusters Score -448713.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -448714.687500 Penalty: 821.338318
	Iteration 57Q: 3 clusters Score -448714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -448714.812500 Penalty: 821.338318
	Iteration 58Q: 3 clusters Score -448714.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -448716.437500 Penalty: 821.338318
	Iteration 59Q: 3 clusters Score -448716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -448717.218750 Penalty: 821.338318
	Iteration 60F: 3 clusters Score -448717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -448717.218750 Penalty: 821.338318
	Iteration 61Q: 3 clusters Score -448717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -448717.062500 Penalty: 821.338318
	Iteration 62Q: 3 clusters Score -448717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -448717.062500 Penalty: 821.338318
	Iteration 63F: 3 clusters Score -448717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -1269235.125000 Penalty: 453.201904
	Iteration 0F: 2 clusters Score -1269235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1255286.250000 Penalty: 906.403809
	Iteration 0F: 3 clusters Score -1255286 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1261238.500000 Penalty: 906.403809
	Iteration 1F: 3 clusters Score -1261238 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1261796.500000 Penalty: 906.403809
	Iteration 2Q: 3 clusters Score -1261796 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1262564.500000 Penalty: 906.403809
	Iteration 3F: 3 clusters Score -1262564 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1263587.875000 Penalty: 906.403809
	Iteration 4F: 3 clusters Score -1263588 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1264753.000000 Penalty: 906.403809
	Iteration 5F: 3 clusters Score -1264753 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1265496.125000 Penalty: 906.403809
	Iteration 6F: 3 clusters Score -1265496 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1265799.875000 Penalty: 906.403809
	Iteration 7Q: 3 clusters Score -1265800 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1265951.875000 Penalty: 906.403809
	Iteration 8Q: 3 clusters Score -1265952 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1266059.625000 Penalty: 906.403809
	Iteration 9Q: 3 clusters Score -1266060 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1266160.250000 Penalty: 906.403809
	Iteration 10Q: 3 clusters Score -1266160 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1266251.250000 Penalty: 906.403809
	Iteration 11Q: 3 clusters Score -1266251 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1266337.500000 Penalty: 906.403809
	Iteration 12Q: 3 clusters Score -1266338 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1266398.875000 Penalty: 906.403809
	Iteration 13Q: 3 clusters Score -1266399 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1266462.750000 Penalty: 906.403809
	Iteration 14Q: 3 clusters Score -1266463 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1266520.375000 Penalty: 906.403809
	Iteration 15Q: 3 clusters Score -1266520 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1266559.625000 Penalty: 906.403809
	Iteration 16Q: 3 clusters Score -1266560 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1266595.625000 Penalty: 906.403809
	Iteration 17Q: 3 clusters Score -1266596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1266621.625000 Penalty: 906.403809
	Iteration 18Q: 3 clusters Score -1266622 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1266642.500000 Penalty: 906.403809
	Iteration 19Q: 3 clusters Score -1266642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1266662.750000 Penalty: 906.403809
	Iteration 20F: 3 clusters Score -1266663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1266680.375000 Penalty: 906.403809
	Iteration 21Q: 3 clusters Score -1266680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1266699.375000 Penalty: 906.403809
	Iteration 22Q: 3 clusters Score -1266699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1266706.875000 Penalty: 906.403809
	Iteration 23Q: 3 clusters Score -1266707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1266718.500000 Penalty: 906.403809
	Iteration 24Q: 3 clusters Score -1266718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1266734.250000 Penalty: 906.403809
	Iteration 25Q: 3 clusters Score -1266734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1266745.750000 Penalty: 906.403809
	Iteration 26Q: 3 clusters Score -1266746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1266755.375000 Penalty: 906.403809
	Iteration 27Q: 3 clusters Score -1266755 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1266763.625000 Penalty: 906.403809
	Iteration 28Q: 3 clusters Score -1266764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1266772.875000 Penalty: 906.403809
	Iteration 29Q: 3 clusters Score -1266773 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1266787.375000 Penalty: 906.403809
	Iteration 30Q: 3 clusters Score -1266787 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1266802.375000 Penalty: 906.403809
	Iteration 31Q: 3 clusters Score -1266802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1266807.125000 Penalty: 906.403809
	Iteration 32Q: 3 clusters Score -1266807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1266822.125000 Penalty: 906.403809
	Iteration 33Q: 3 clusters Score -1266822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1266836.125000 Penalty: 906.403809
	Iteration 34Q: 3 clusters Score -1266836 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1266861.250000 Penalty: 906.403809
	Iteration 35Q: 3 clusters Score -1266861 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1266886.875000 Penalty: 906.403809
	Iteration 36Q: 3 clusters Score -1266887 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1266904.375000 Penalty: 906.403809
	Iteration 37Q: 3 clusters Score -1266904 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1266927.625000 Penalty: 906.403809
	Iteration 38Q: 3 clusters Score -1266928 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1266963.000000 Penalty: 906.403809
	Iteration 39Q: 3 clusters Score -1266963 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1267012.250000 Penalty: 906.403809
	Iteration 40F: 3 clusters Score -1267012 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1267061.875000 Penalty: 906.403809
	Iteration 41Q: 3 clusters Score -1267062 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1267106.375000 Penalty: 906.403809
	Iteration 42Q: 3 clusters Score -1267106 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1267155.000000 Penalty: 906.403809
	Iteration 43Q: 3 clusters Score -1267155 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1267202.250000 Penalty: 906.403809
	Iteration 44Q: 3 clusters Score -1267202 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1267251.625000 Penalty: 906.403809
	Iteration 45Q: 3 clusters Score -1267252 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1267292.375000 Penalty: 906.403809
	Iteration 46Q: 3 clusters Score -1267292 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1267338.500000 Penalty: 906.403809
	Iteration 47Q: 3 clusters Score -1267338 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1267383.875000 Penalty: 906.403809
	Iteration 48Q: 3 clusters Score -1267384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1267432.000000 Penalty: 906.403809
	Iteration 49Q: 3 clusters Score -1267432 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1267486.625000 Penalty: 906.403809
	Iteration 50Q: 3 clusters Score -1267487 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1267524.500000 Penalty: 906.403809
	Iteration 51Q: 3 clusters Score -1267524 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1267562.000000 Penalty: 906.403809
	Iteration 52Q: 3 clusters Score -1267562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1267609.000000 Penalty: 906.403809
	Iteration 53Q: 3 clusters Score -1267609 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1267658.750000 Penalty: 906.403809
	Iteration 54Q: 3 clusters Score -1267659 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1267700.625000 Penalty: 906.403809
	Iteration 55Q: 3 clusters Score -1267701 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1267739.250000 Penalty: 906.403809
	Iteration 56Q: 3 clusters Score -1267739 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1267784.750000 Penalty: 906.403809
	Iteration 57Q: 3 clusters Score -1267785 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1267824.875000 Penalty: 906.403809
	Iteration 58Q: 3 clusters Score -1267825 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1267849.250000 Penalty: 906.403809
	Iteration 59Q: 3 clusters Score -1267849 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1267873.375000 Penalty: 906.403809
	Iteration 60F: 3 clusters Score -1267873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1267902.125000 Penalty: 906.403809
	Iteration 61Q: 3 clusters Score -1267902 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1267935.500000 Penalty: 906.403809
	Iteration 62Q: 3 clusters Score -1267936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1267959.375000 Penalty: 906.403809
	Iteration 63Q: 3 clusters Score -1267959 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1267984.250000 Penalty: 906.403809
	Iteration 64Q: 3 clusters Score -1267984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1268012.375000 Penalty: 906.403809
	Iteration 65Q: 3 clusters Score -1268012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1268042.250000 Penalty: 906.403809
	Iteration 66Q: 3 clusters Score -1268042 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1268078.625000 Penalty: 906.403809
	Iteration 67Q: 3 clusters Score -1268079 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1268124.875000 Penalty: 906.403809
	Iteration 68Q: 3 clusters Score -1268125 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1268164.875000 Penalty: 906.403809
	Iteration 69Q: 3 clusters Score -1268165 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1268199.500000 Penalty: 906.403809
	Iteration 70Q: 3 clusters Score -1268200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1268236.500000 Penalty: 906.403809
	Iteration 71Q: 3 clusters Score -1268236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1268282.000000 Penalty: 906.403809
	Iteration 72Q: 3 clusters Score -1268282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1268322.500000 Penalty: 906.403809
	Iteration 73Q: 3 clusters Score -1268322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1268362.750000 Penalty: 906.403809
	Iteration 74Q: 3 clusters Score -1268363 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1268398.250000 Penalty: 906.403809
	Iteration 75Q: 3 clusters Score -1268398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1268447.000000 Penalty: 906.403809
	Iteration 76Q: 3 clusters Score -1268447 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1268491.875000 Penalty: 906.403809
	Iteration 77Q: 3 clusters Score -1268492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1268538.125000 Penalty: 906.403809
	Iteration 78Q: 3 clusters Score -1268538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1268589.375000 Penalty: 906.403809
	Iteration 79Q: 3 clusters Score -1268589 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1268620.000000 Penalty: 906.403809
	Iteration 80F: 3 clusters Score -1268620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1268641.125000 Penalty: 906.403809
	Iteration 81Q: 3 clusters Score -1268641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1268662.500000 Penalty: 906.403809
	Iteration 82Q: 3 clusters Score -1268662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1268681.500000 Penalty: 906.403809
	Iteration 83Q: 3 clusters Score -1268682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1268691.750000 Penalty: 906.403809
	Iteration 84Q: 3 clusters Score -1268692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1268701.250000 Penalty: 906.403809
	Iteration 85Q: 3 clusters Score -1268701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1268712.625000 Penalty: 906.403809
	Iteration 86Q: 3 clusters Score -1268713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1268727.500000 Penalty: 906.403809
	Iteration 87Q: 3 clusters Score -1268728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1268744.875000 Penalty: 906.403809
	Iteration 88Q: 3 clusters Score -1268745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1268758.625000 Penalty: 906.403809
	Iteration 89Q: 3 clusters Score -1268759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1268769.125000 Penalty: 906.403809
	Iteration 90Q: 3 clusters Score -1268769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1268776.750000 Penalty: 906.403809
	Iteration 91Q: 3 clusters Score -1268777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1268782.375000 Penalty: 906.403809
	Iteration 92Q: 3 clusters Score -1268782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1268787.500000 Penalty: 906.403809
	Iteration 93Q: 3 clusters Score -1268788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1268797.125000 Penalty: 906.403809
	Iteration 94Q: 3 clusters Score -1268797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1268804.250000 Penalty: 906.403809
	Iteration 95Q: 3 clusters Score -1268804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1268812.875000 Penalty: 906.403809
	Iteration 96Q: 3 clusters Score -1268813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1268814.625000 Penalty: 906.403809
	Iteration 97Q: 3 clusters Score -1268815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1268816.250000 Penalty: 906.403809
	Iteration 98Q: 3 clusters Score -1268816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1268818.500000 Penalty: 906.403809
	Iteration 99Q: 3 clusters Score -1268818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1268820.750000 Penalty: 906.403809
	Iteration 100F: 3 clusters Score -1268821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1268821.000000 Penalty: 906.403809
	Iteration 101Q: 3 clusters Score -1268821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1268820.375000 Penalty: 906.403809
	Iteration 102Q: 3 clusters Score -1268820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1268822.250000 Penalty: 906.403809
	Iteration 103Q: 3 clusters Score -1268822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1268822.875000 Penalty: 906.403809
	Iteration 104Q: 3 clusters Score -1268823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1268825.750000 Penalty: 906.403809
	Iteration 105Q: 3 clusters Score -1268826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1268829.875000 Penalty: 906.403809
	Iteration 106Q: 3 clusters Score -1268830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1268830.250000 Penalty: 906.403809
	Iteration 107Q: 3 clusters Score -1268830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1268833.750000 Penalty: 906.403809
	Iteration 108Q: 3 clusters Score -1268834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1268834.125000 Penalty: 906.403809
	Iteration 109Q: 3 clusters Score -1268834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1268836.250000 Penalty: 906.403809
	Iteration 110Q: 3 clusters Score -1268836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1268838.375000 Penalty: 906.403809
	Iteration 111Q: 3 clusters Score -1268838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1268839.375000 Penalty: 906.403809
	Iteration 112Q: 3 clusters Score -1268839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1268840.250000 Penalty: 906.403809
	Iteration 113Q: 3 clusters Score -1268840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1268843.250000 Penalty: 906.403809
	Iteration 114Q: 3 clusters Score -1268843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1268845.375000 Penalty: 906.403809
	Iteration 115Q: 3 clusters Score -1268845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1268847.125000 Penalty: 906.403809
	Iteration 116Q: 3 clusters Score -1268847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1268849.500000 Penalty: 906.403809
	Iteration 117Q: 3 clusters Score -1268850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1268850.000000 Penalty: 906.403809
	Iteration 118Q: 3 clusters Score -1268850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1268852.000000 Penalty: 906.403809
	Iteration 119Q: 3 clusters Score -1268852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1268855.000000 Penalty: 906.403809
	Iteration 120F: 3 clusters Score -1268855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1268858.250000 Penalty: 906.403809
	Iteration 121Q: 3 clusters Score -1268858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1268862.500000 Penalty: 906.403809
	Iteration 122Q: 3 clusters Score -1268862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1268865.625000 Penalty: 906.403809
	Iteration 123Q: 3 clusters Score -1268866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1268866.625000 Penalty: 906.403809
	Iteration 124Q: 3 clusters Score -1268867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1268867.000000 Penalty: 906.403809
	Iteration 125Q: 3 clusters Score -1268867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1268867.125000 Penalty: 906.403809
	Iteration 126Q: 3 clusters Score -1268867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1268868.375000 Penalty: 906.403809
	Iteration 127Q: 3 clusters Score -1268868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1268868.125000 Penalty: 906.403809
	Iteration 128Q: 3 clusters Score -1268868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1268870.000000 Penalty: 906.403809
	Iteration 129Q: 3 clusters Score -1268870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1268871.125000 Penalty: 906.403809
	Iteration 130Q: 3 clusters Score -1268871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1268871.875000 Penalty: 906.403809
	Iteration 131Q: 3 clusters Score -1268872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1268871.875000 Penalty: 906.403809
	Iteration 132Q: 3 clusters Score -1268872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1268872.000000 Penalty: 906.403809
	Iteration 133Q: 3 clusters Score -1268872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1268872.000000 Penalty: 906.403809
	Iteration 134F: 3 clusters Score -1268872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -49963.828125 Penalty: 313.337189
	Iteration 0F: 2 clusters Score -49963.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49170.261719 Penalty: 626.674377
	Iteration 0F: 3 clusters Score -49170.26 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -49407.667969 Penalty: 626.674377
	Iteration 1F: 3 clusters Score -49407.67 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49556.242188 Penalty: 626.674377
	Iteration 2F: 3 clusters Score -49556.24 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -49683.851562 Penalty: 626.674377
	Iteration 3F: 3 clusters Score -49683.85 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -49779.285156 Penalty: 626.674377
	Iteration 4F: 3 clusters Score -49779.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -49836.367188 Penalty: 626.674377
	Iteration 5F: 3 clusters Score -49836.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -49861.984375 Penalty: 626.674377
	Iteration 6Q: 3 clusters Score -49861.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -49870.765625 Penalty: 626.674377
	Iteration 7Q: 3 clusters Score -49870.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -49876.117188 Penalty: 626.674377
	Iteration 8Q: 3 clusters Score -49876.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -49877.957031 Penalty: 626.674377
	Iteration 9Q: 3 clusters Score -49877.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -49879.535156 Penalty: 626.674377
	Iteration 10Q: 3 clusters Score -49879.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -49880.140625 Penalty: 626.674377
	Iteration 11Q: 3 clusters Score -49880.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -49881.230469 Penalty: 626.674377
	Iteration 12Q: 3 clusters Score -49881.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -49881.695312 Penalty: 626.674377
	Iteration 13Q: 3 clusters Score -49881.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -49881.960938 Penalty: 626.674377
	Iteration 14Q: 3 clusters Score -49881.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -49881.960938 Penalty: 626.674377
	Iteration 15F: 3 clusters Score -49881.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -195872.062500 Penalty: 369.823792
	Iteration 0F: 2 clusters Score -195872.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -193554.140625 Penalty: 739.647583
	Iteration 0F: 3 clusters Score -193554.1 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -194461.625000 Penalty: 739.647583
	Iteration 1F: 3 clusters Score -194461.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -194609.546875 Penalty: 739.647583
	Iteration 2F: 3 clusters Score -194609.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -194723.843750 Penalty: 739.647583
	Iteration 3F: 3 clusters Score -194723.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -194840.093750 Penalty: 739.647583
	Iteration 4F: 3 clusters Score -194840.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -194951.796875 Penalty: 739.647583
	Iteration 5F: 3 clusters Score -194951.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -195036.406250 Penalty: 739.647583
	Iteration 6Q: 3 clusters Score -195036.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -195111.250000 Penalty: 739.647583
	Iteration 7Q: 3 clusters Score -195111.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -195151.093750 Penalty: 739.647583
	Iteration 8Q: 3 clusters Score -195151.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -195186.828125 Penalty: 739.647583
	Iteration 9Q: 3 clusters Score -195186.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -195224.875000 Penalty: 739.647583
	Iteration 10Q: 3 clusters Score -195224.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -195245.109375 Penalty: 739.647583
	Iteration 11Q: 3 clusters Score -195245.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -195257.046875 Penalty: 739.647583
	Iteration 12Q: 3 clusters Score -195257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -195270.421875 Penalty: 739.647583
	Iteration 13Q: 3 clusters Score -195270.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -195286.390625 Penalty: 739.647583
	Iteration 14Q: 3 clusters Score -195286.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -195304.062500 Penalty: 739.647583
	Iteration 15Q: 3 clusters Score -195304.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -195319.265625 Penalty: 739.647583
	Iteration 16Q: 3 clusters Score -195319.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -195333.203125 Penalty: 739.647583
	Iteration 17Q: 3 clusters Score -195333.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -195345.093750 Penalty: 739.647583
	Iteration 18Q: 3 clusters Score -195345.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -195355.890625 Penalty: 739.647583
	Iteration 19Q: 3 clusters Score -195355.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -195366.843750 Penalty: 739.647583
	Iteration 20F: 3 clusters Score -195366.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -195376.328125 Penalty: 739.647583
	Iteration 21Q: 3 clusters Score -195376.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -195391.109375 Penalty: 739.647583
	Iteration 22Q: 3 clusters Score -195391.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -195406.218750 Penalty: 739.647583
	Iteration 23Q: 3 clusters Score -195406.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -195426.171875 Penalty: 739.647583
	Iteration 24Q: 3 clusters Score -195426.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -195455.562500 Penalty: 739.647583
	Iteration 25Q: 3 clusters Score -195455.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -195478.984375 Penalty: 739.647583
	Iteration 26Q: 3 clusters Score -195479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -195498.234375 Penalty: 739.647583
	Iteration 27Q: 3 clusters Score -195498.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -195508.343750 Penalty: 739.647583
	Iteration 28Q: 3 clusters Score -195508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -195514.500000 Penalty: 739.647583
	Iteration 29Q: 3 clusters Score -195514.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -195518.421875 Penalty: 739.647583
	Iteration 30Q: 3 clusters Score -195518.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -195534.625000 Penalty: 739.647583
	Iteration 31Q: 3 clusters Score -195534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -195544.328125 Penalty: 739.647583
	Iteration 32Q: 3 clusters Score -195544.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -195558.078125 Penalty: 739.647583
	Iteration 33Q: 3 clusters Score -195558.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -195574.375000 Penalty: 739.647583
	Iteration 34Q: 3 clusters Score -195574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -195589.015625 Penalty: 739.647583
	Iteration 35Q: 3 clusters Score -195589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -195596.312500 Penalty: 739.647583
	Iteration 36Q: 3 clusters Score -195596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -195599.203125 Penalty: 739.647583
	Iteration 37Q: 3 clusters Score -195599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -195599.609375 Penalty: 739.647583
	Iteration 38Q: 3 clusters Score -195599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -195600.859375 Penalty: 739.647583
	Iteration 39Q: 3 clusters Score -195600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -195601.812500 Penalty: 739.647583
	Iteration 40F: 3 clusters Score -195601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -195605.281250 Penalty: 739.647583
	Iteration 41Q: 3 clusters Score -195605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -195611.609375 Penalty: 739.647583
	Iteration 42Q: 3 clusters Score -195611.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -195617.125000 Penalty: 739.647583
	Iteration 43Q: 3 clusters Score -195617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -195620.671875 Penalty: 739.647583
	Iteration 44Q: 3 clusters Score -195620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -195621.609375 Penalty: 739.647583
	Iteration 45Q: 3 clusters Score -195621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -195622.375000 Penalty: 739.647583
	Iteration 46Q: 3 clusters Score -195622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -195622.468750 Penalty: 739.647583
	Iteration 47Q: 3 clusters Score -195622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -195622.468750 Penalty: 739.647583
	Iteration 48F: 3 clusters Score -195622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 15771 members 
Mstep: Class 6 contains 107643 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 64131 members 
Mstep: Class 10 contains 294 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 21173 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056776.000000 Penalty: 14109.168945
Iteration 79Q: 25 clusters Score -2.305678e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3186 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 3868 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 15853 members 
Mstep: Class 6 contains 108074 members 
Mstep: Class 7 contains 2498 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 63598 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 782 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 21198 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3416 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057108.000000 Penalty: 14109.168945
Iteration 80F: 25 clusters Score -2.305711e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 167365 members 
Mstep: Class 2 contains 1986 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 15902 members 
Mstep: Class 6 contains 108543 members 
Mstep: Class 7 contains 2542 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 62972 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 219 members 
Mstep: Class 16 contains 781 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 8220 members 
Mstep: Class 20 contains 21328 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 3469 members 
Mstep: Class 23 contains 700 members 
Mstep: Class 24 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057394.000000 Penalty: 14109.168945
Iteration 81Q: 25 clusters Score -2.305739e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 167293 members 
Mstep: Class 2 contains 1976 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 15922 members 
Mstep: Class 6 contains 109060 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 62265 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 778 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 21497 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 3518 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057692.000000 Penalty: 14109.168945
Iteration 82Q: 25 clusters Score -2.305769e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 167234 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 15935 members 
Mstep: Class 6 contains 109576 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 61556 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 222 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057752.000000 Penalty: 14109.168945
Iteration 83Q: 25 clusters Score -2.305775e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 167131 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 15953 members 
Mstep: Class 6 contains 110130 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 60864 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 21777 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 3668 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057970.000000 Penalty: 14109.168945
Iteration 84Q: 25 clusters Score -2.305797e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 3850 members 
Mstep: Class 4 contains 1884 members 
Mstep: Class 5 contains 15964 members 
Mstep: Class 6 contains 110710 members 
Mstep: Class 7 contains 2744 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 60176 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8107 members 
Mstep: Class 20 contains 21921 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058112.000000 Penalty: 14109.168945
Iteration 85Q: 25 clusters Score -2.305811e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 15961 members 
Mstep: Class 6 contains 111319 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 59504 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 20 contains 22048 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058328.000000 Penalty: 14109.168945
Iteration 86Q: 25 clusters Score -2.305833e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15966 members 
Mstep: Class 6 contains 111997 members 
Mstep: Class 7 contains 2852 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 58875 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 20 contains 22160 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 3852 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058434.000000 Penalty: 14109.168945
Iteration 87Q: 25 clusters Score -2.305843e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15976 members 
Mstep: Class 6 contains 112672 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 58285 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8063 members 
Mstep: Class 20 contains 22280 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 731 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058658.000000 Penalty: 14109.168945
Iteration 88Q: 25 clusters Score -2.305866e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 3842 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15954 members 
Mstep: Class 6 contains 113334 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 57746 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 22382 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058926.000000 Penalty: 14109.168945
Iteration 89Q: 25 clusters Score -2.305893e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15921 members 
Mstep: Class 6 contains 114007 members 
Mstep: Class 7 contains 3006 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 57251 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 8016 members 
Mstep: Class 20 contains 22464 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059044.000000 Penalty: 14109.168945
Iteration 90Q: 25 clusters Score -2.305904e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15895 members 
Mstep: Class 6 contains 114633 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 56739 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 289 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 22540 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059238.000000 Penalty: 14109.168945
Iteration 91Q: 25 clusters Score -2.305924e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 3837 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15852 members 
Mstep: Class 6 contains 115238 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 56281 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 291 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 22600 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 4121 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 92Q: 25 clusters Score -2.305954e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 3837 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15791 members 
Mstep: Class 6 contains 115800 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 55870 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7963 members 
Mstep: Class 20 contains 22624 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 732 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 25 clusters Score -2.305962e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 164857 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 3830 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15728 members 
Mstep: Class 6 contains 116363 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 55490 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7944 members 
Mstep: Class 20 contains 22649 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 94Q: 25 clusters Score -2.305959e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 3823 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15674 members 
Mstep: Class 6 contains 116900 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 55125 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 293 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7923 members 
Mstep: Class 20 contains 22658 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4200 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 25 clusters Score -2.305976e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 164605 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15585 members 
Mstep: Class 6 contains 117375 members 
Mstep: Class 7 contains 3252 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 54759 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 293 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7899 members 
Mstep: Class 20 contains 22665 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 25 clusters Score -2.305988e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 164476 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 3816 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 117854 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 54417 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7884 members 
Mstep: Class 20 contains 22670 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 25 clusters Score -2.305995e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 164350 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15399 members 
Mstep: Class 6 contains 118351 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 54116 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 22660 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4278 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 98Q: 25 clusters Score -2.306001e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15310 members 
Mstep: Class 6 contains 118827 members 
Mstep: Class 7 contains 3413 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 53838 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 7846 members 
Mstep: Class 20 contains 22617 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 99Q: 25 clusters Score -2.306015e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3183 members 
Mstep: Class 1 contains 164062 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15207 members 
Mstep: Class 6 contains 119295 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 53582 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 22606 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 100F: 25 clusters Score -2.306041e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163872 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15099 members 
Mstep: Class 6 contains 119773 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 53349 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 7800 members 
Mstep: Class 20 contains 22604 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 4373 members 
Mstep: Class 23 contains 734 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Score: -23060560.000000 Penalty: 14109.168945
Iteration 101Q: 25 clusters Score -2.306056e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163713 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 15018 members 
Mstep: Class 6 contains 120231 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 53102 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 22581 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 734 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 102Q: 25 clusters Score -2.306078e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 14937 members 
Mstep: Class 6 contains 120672 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 52843 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7760 members 
Mstep: Class 20 contains 22561 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 734 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 25 clusters Score -2.30609e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 14842 members 
Mstep: Class 6 contains 121132 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 52621 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 20 contains 22506 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 734 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 25 clusters Score -2.306106e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 1870 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 121584 members 
Mstep: Class 7 contains 3694 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 52411 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 22421 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 4496 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 25 clusters Score -2.30612e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163229 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 121983 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 52188 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 22330 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4528 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 25 clusters Score -2.306131e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163207 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 1860 members 
Mstep: Class 5 contains 14572 members 
Mstep: Class 6 contains 122334 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 51978 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 22214 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4562 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 107Q: 25 clusters Score -2.306145e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163209 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 1858 members 
Mstep: Class 5 contains 14488 members 
Mstep: Class 6 contains 122665 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 846 members 
Mstep: Class 9 contains 51774 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 22091 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4592 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 108Q: 25 clusters Score -2.306149e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163196 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 3783 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 14404 members 
Mstep: Class 6 contains 122996 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 9 contains 51575 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 21992 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 25 clusters Score -2.306148e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 14324 members 
Mstep: Class 6 contains 123324 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 51363 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7726 members 
Mstep: Class 20 contains 21871 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 110Q: 25 clusters Score -2.306156e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163227 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 1853 members 
Mstep: Class 5 contains 14246 members 
Mstep: Class 6 contains 123622 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 51169 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 21767 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4651 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 111Q: 25 clusters Score -2.306158e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 14182 members 
Mstep: Class 6 contains 123907 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 50992 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7730 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4670 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 112Q: 25 clusters Score -2.306168e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163265 members 
Mstep: Class 2 contains 2009 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 14117 members 
Mstep: Class 6 contains 124167 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 858 members 
Mstep: Class 9 contains 50855 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7730 members 
Mstep: Class 20 contains 21529 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4688 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 25 clusters Score -2.306164e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 124390 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 50697 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7733 members 
Mstep: Class 20 contains 21378 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 4699 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
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Iteration 114Q: 25 clusters Score -2.306161e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163496 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13969 members 
Mstep: Class 6 contains 124578 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50539 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7735 members 
Mstep: Class 20 contains 21222 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 4707 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061588.000000 Penalty: 14109.168945
Iteration 115Q: 25 clusters Score -2.306159e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 2020 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13901 members 
Mstep: Class 6 contains 124774 members 
Mstep: Class 7 contains 4159 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50380 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 21058 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061544.000000 Penalty: 14109.168945
Iteration 116Q: 25 clusters Score -2.306154e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163700 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13841 members 
Mstep: Class 6 contains 124947 members 
Mstep: Class 7 contains 4205 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50260 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7754 members 
Mstep: Class 20 contains 20909 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061594.000000 Penalty: 14109.168945
Iteration 117Q: 25 clusters Score -2.306159e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163816 members 
Mstep: Class 2 contains 2037 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13785 members 
Mstep: Class 6 contains 125087 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50149 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 20727 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 4757 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061582.000000 Penalty: 14109.168945
Iteration 118Q: 25 clusters Score -2.306158e+07 nChanged 802
Entering ConstructFrom: 
Score: -23061582.000000 Penalty: 14109.168945
Entering ConstructFrom: 
Trying to split cluster 1 (163940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163940 members 
Entering Unmasked Estep 
Score: -9652150.000000 Penalty: 546.330139
	Iteration 0F: 2 clusters Score -9652150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -9548043.000000 Penalty: 1092.660278
	Iteration 0F: 3 clusters Score -9548043 nChanged 80632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -9601134.000000 Penalty: 1092.660278
	Iteration 1F: 3 clusters Score -9601134 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -9607421.000000 Penalty: 1092.660278
	Iteration 2F: 3 clusters Score -9607421 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -9616219.000000 Penalty: 1092.660278
	Iteration 3F: 3 clusters Score -9616219 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -9625780.000000 Penalty: 1092.660278
	Iteration 4F: 3 clusters Score -9625780 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -9631663.000000 Penalty: 1092.660278
	Iteration 5F: 3 clusters Score -9631663 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -9633837.000000 Penalty: 1092.660278
	Iteration 6Q: 3 clusters Score -9633837 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -9634590.000000 Penalty: 1092.660278
	Iteration 7Q: 3 clusters Score -9634590 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -9634944.000000 Penalty: 1092.660278
	Iteration 8Q: 3 clusters Score -9634944 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 105255 members 
Entering Unmasked Estep 
Score: -9635252.000000 Penalty: 1092.660278
	Iteration 9Q: 3 clusters Score -9635252 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -9635511.000000 Penalty: 1092.660278
	Iteration 10Q: 3 clusters Score -9635511 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -9635645.000000 Penalty: 1092.660278
	Iteration 11Q: 3 clusters Score -9635645 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -9635819.000000 Penalty: 1092.660278
	Iteration 12Q: 3 clusters Score -9635819 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 108929 members 
Entering Unmasked Estep 
Score: -9636058.000000 Penalty: 1092.660278
	Iteration 13Q: 3 clusters Score -9636058 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -9636324.000000 Penalty: 1092.660278
	Iteration 14Q: 3 clusters Score -9636324 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -9636601.000000 Penalty: 1092.660278
	Iteration 15Q: 3 clusters Score -9636601 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -9636966.000000 Penalty: 1092.660278
	Iteration 16Q: 3 clusters Score -9636966 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -9637422.000000 Penalty: 1092.660278
	Iteration 17Q: 3 clusters Score -9637422 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 116497 members 
Entering Unmasked Estep 
Score: -9637951.000000 Penalty: 1092.660278
	Iteration 18Q: 3 clusters Score -9637951 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -9638749.000000 Penalty: 1092.660278
	Iteration 19Q: 3 clusters Score -9638749 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -9639627.000000 Penalty: 1092.660278
	Iteration 20F: 3 clusters Score -9639627 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 123285 members 
Entering Unmasked Estep 
Score: -9640600.000000 Penalty: 1092.660278
	Iteration 21Q: 3 clusters Score -9640600 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -9641825.000000 Penalty: 1092.660278
	Iteration 22Q: 3 clusters Score -9641825 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 128803 members 
Entering Unmasked Estep 
Score: -9643277.000000 Penalty: 1092.660278
	Iteration 23Q: 3 clusters Score -9643277 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 131623 members 
Entering Unmasked Estep 
Score: -9644793.000000 Penalty: 1092.660278
	Iteration 24Q: 3 clusters Score -9644793 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 134300 members 
Entering Unmasked Estep 
Score: -9646067.000000 Penalty: 1092.660278
	Iteration 25Q: 3 clusters Score -9646067 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -9647269.000000 Penalty: 1092.660278
	Iteration 26Q: 3 clusters Score -9647269 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 139043 members 
Entering Unmasked Estep 
Score: -9648194.000000 Penalty: 1092.660278
	Iteration 27Q: 3 clusters Score -9648194 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -9648872.000000 Penalty: 1092.660278
	Iteration 28Q: 3 clusters Score -9648872 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -9649362.000000 Penalty: 1092.660278
	Iteration 29Q: 3 clusters Score -9649362 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -9649790.000000 Penalty: 1092.660278
	Iteration 30Q: 3 clusters Score -9649790 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 145972 members 
Entering Unmasked Estep 
Score: -9650151.000000 Penalty: 1092.660278
	Iteration 31Q: 3 clusters Score -9650151 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -9650445.000000 Penalty: 1092.660278
	Iteration 32Q: 3 clusters Score -9650445 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -9650683.000000 Penalty: 1092.660278
	Iteration 33Q: 3 clusters Score -9650683 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 149782 members 
Entering Unmasked Estep 
Score: -9650934.000000 Penalty: 1092.660278
	Iteration 34Q: 3 clusters Score -9650934 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -9651120.000000 Penalty: 1092.660278
	Iteration 35Q: 3 clusters Score -9651120 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 151902 members 
Entering Unmasked Estep 
Score: -9651350.000000 Penalty: 1092.660278
	Iteration 36Q: 3 clusters Score -9651350 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 152880 members 
Entering Unmasked Estep 
Score: -9651469.000000 Penalty: 1092.660278
	Iteration 37Q: 3 clusters Score -9651469 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
Score: -9651654.000000 Penalty: 1092.660278
	Iteration 38Q: 3 clusters Score -9651654 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 154624 members 
Entering Unmasked Estep 
Score: -9651780.000000 Penalty: 1092.660278
	Iteration 39Q: 3 clusters Score -9651780 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -9651865.000000 Penalty: 1092.660278
	Iteration 40F: 3 clusters Score -9651865 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -9651946.000000 Penalty: 1092.660278
	Iteration 41Q: 3 clusters Score -9651946 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -9651990.000000 Penalty: 1092.660278
	Iteration 42Q: 3 clusters Score -9651990 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 157141 members 
Entering Unmasked Estep 
Score: -9652020.000000 Penalty: 1092.660278
	Iteration 43Q: 3 clusters Score -9652020 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 157588 members 
Entering Unmasked Estep 
Score: -9652010.000000 Penalty: 1092.660278
	Iteration 44Q: 3 clusters Score -9652010 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -9652020.000000 Penalty: 1092.660278
	Iteration 45Q: 3 clusters Score -9652020 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 158331 members 
Entering Unmasked Estep 
Score: -9652024.000000 Penalty: 1092.660278
	Iteration 46Q: 3 clusters Score -9652024 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -9652019.000000 Penalty: 1092.660278
	Iteration 47Q: 3 clusters Score -9652019 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 158924 members 
Entering Unmasked Estep 
Score: -9651993.000000 Penalty: 1092.660278
	Iteration 48Q: 3 clusters Score -9651993 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -9651966.000000 Penalty: 1092.660278
	Iteration 49Q: 3 clusters Score -9651966 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 159415 members 
Entering Unmasked Estep 
Score: -9651954.000000 Penalty: 1092.660278
	Iteration 50Q: 3 clusters Score -9651954 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -9651991.000000 Penalty: 1092.660278
	Iteration 51Q: 3 clusters Score -9651991 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -9651999.000000 Penalty: 1092.660278
	Iteration 52Q: 3 clusters Score -9651999 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -9652005.000000 Penalty: 1092.660278
	Iteration 53Q: 3 clusters Score -9652005 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -9652013.000000 Penalty: 1092.660278
	Iteration 54Q: 3 clusters Score -9652013 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 160288 members 
Entering Unmasked Estep 
Score: -9652003.000000 Penalty: 1092.660278
	Iteration 55Q: 3 clusters Score -9652003 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -9652046.000000 Penalty: 1092.660278
	Iteration 56Q: 3 clusters Score -9652046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -9652026.000000 Penalty: 1092.660278
	Iteration 57Q: 3 clusters Score -9652026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -9651993.000000 Penalty: 1092.660278
	Iteration 58Q: 3 clusters Score -9651993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 160724 members 
Entering Unmasked Estep 
Score: -9652019.000000 Penalty: 1092.660278
	Iteration 59Q: 3 clusters Score -9652019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -9652044.000000 Penalty: 1092.660278
	Iteration 60F: 3 clusters Score -9652044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 160899 members 
Entering Unmasked Estep 
Score: -9652045.000000 Penalty: 1092.660278
	Iteration 61Q: 3 clusters Score -9652045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 160967 members 
Entering Unmasked Estep 
Score: -9652054.000000 Penalty: 1092.660278
	Iteration 62Q: 3 clusters Score -9652054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -9652062.000000 Penalty: 1092.660278
	Iteration 63Q: 3 clusters Score -9652062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -9652057.000000 Penalty: 1092.660278
	Iteration 64Q: 3 clusters Score -9652057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -9652080.000000 Penalty: 1092.660278
	Iteration 65Q: 3 clusters Score -9652080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -9652084.000000 Penalty: 1092.660278
	Iteration 66Q: 3 clusters Score -9652084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 161223 members 
Entering Unmasked Estep 
Score: -9652097.000000 Penalty: 1092.660278
	Iteration 67Q: 3 clusters Score -9652097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -9652099.000000 Penalty: 1092.660278
	Iteration 68Q: 3 clusters Score -9652099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 161299 members 
Entering Unmasked Estep 
Score: -9652112.000000 Penalty: 1092.660278
	Iteration 69Q: 3 clusters Score -9652112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 161340 members 
Entering Unmasked Estep 
Score: -9652132.000000 Penalty: 1092.660278
	Iteration 70Q: 3 clusters Score -9652132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -9652116.000000 Penalty: 1092.660278
	Iteration 71Q: 3 clusters Score -9652116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 161422 members 
Entering Unmasked Estep 
Score: -9652122.000000 Penalty: 1092.660278
	Iteration 72Q: 3 clusters Score -9652122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -9652121.000000 Penalty: 1092.660278
	Iteration 73Q: 3 clusters Score -9652121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -9652143.000000 Penalty: 1092.660278
	Iteration 74Q: 3 clusters Score -9652143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -9652157.000000 Penalty: 1092.660278
	Iteration 75Q: 3 clusters Score -9652157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -9652149.000000 Penalty: 1092.660278
	Iteration 76Q: 3 clusters Score -9652149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -9652157.000000 Penalty: 1092.660278
	Iteration 77Q: 3 clusters Score -9652157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -9652164.000000 Penalty: 1092.660278
	Iteration 78Q: 3 clusters Score -9652164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -9652181.000000 Penalty: 1092.660278
	Iteration 79Q: 3 clusters Score -9652181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 161647 members 
Entering Unmasked Estep 
Score: -9652179.000000 Penalty: 1092.660278
	Iteration 80F: 3 clusters Score -9652179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 161653 members 
Entering Unmasked Estep 
Score: -9652199.000000 Penalty: 1092.660278
	Iteration 81Q: 3 clusters Score -9652199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 161664 members 
Entering Unmasked Estep 
Score: -9652194.000000 Penalty: 1092.660278
	Iteration 82Q: 3 clusters Score -9652194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -9652208.000000 Penalty: 1092.660278
	Iteration 83Q: 3 clusters Score -9652208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -9652218.000000 Penalty: 1092.660278
	Iteration 84Q: 3 clusters Score -9652218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 161688 members 
Entering Unmasked Estep 
Score: -9652220.000000 Penalty: 1092.660278
	Iteration 85Q: 3 clusters Score -9652220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 161691 members 
Entering Unmasked Estep 
Score: -9652212.000000 Penalty: 1092.660278
	Iteration 86Q: 3 clusters Score -9652212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 161692 members 
Entering Unmasked Estep 
Score: -9652205.000000 Penalty: 1092.660278
	Iteration 87Q: 3 clusters Score -9652205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -9652203.000000 Penalty: 1092.660278
	Iteration 88Q: 3 clusters Score -9652203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 161700 members 
Entering Unmasked Estep 
Score: -9652205.000000 Penalty: 1092.660278
	Iteration 89Q: 3 clusters Score -9652205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -9652209.000000 Penalty: 1092.660278
	Iteration 90Q: 3 clusters Score -9652209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
Score: -9652218.000000 Penalty: 1092.660278
	Iteration 91Q: 3 clusters Score -9652218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -9652211.000000 Penalty: 1092.660278
	Iteration 92Q: 3 clusters Score -9652211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -9652205.000000 Penalty: 1092.660278
	Iteration 93Q: 3 clusters Score -9652205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -9652206.000000 Penalty: 1092.660278
	Iteration 94Q: 3 clusters Score -9652206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -9652204.000000 Penalty: 1092.660278
	Iteration 95Q: 3 clusters Score -9652204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -9652204.000000 Penalty: 1092.660278
	Iteration 96Q: 3 clusters Score -9652204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -9652211.000000 Penalty: 1092.660278
	Iteration 97Q: 3 clusters Score -9652211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -9652207.000000 Penalty: 1092.660278
	Iteration 98Q: 3 clusters Score -9652207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -9652207.000000 Penalty: 1092.660278
	Iteration 99Q: 3 clusters Score -9652207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -9652203.000000 Penalty: 1092.660278
	Iteration 100F: 3 clusters Score -9652203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 161747 members 
Entering Unmasked Estep 
Score: -9652192.000000 Penalty: 1092.660278
	Iteration 101Q: 3 clusters Score -9652192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 161747 members 
Entering Unmasked Estep 
Score: -9652192.000000 Penalty: 1092.660278
	Iteration 102F: 3 clusters Score -9652192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13732 members 
Mstep: Class 6 contains 125210 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50045 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4784 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 161747 members 
Entering Unmasked Estep 
Score: -23061418.000000 Penalty: 14697.050781
Splitting cluster 1 changes total score from -23061582.000000 to -23061418.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -130159.804688 Penalty: 346.920166
	Iteration 0F: 2 clusters Score -130159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -128683.421875 Penalty: 693.840332
	Iteration 0F: 3 clusters Score -128683.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -129183.671875 Penalty: 693.840332
	Iteration 1F: 3 clusters Score -129183.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -129236.054688 Penalty: 693.840332
	Iteration 2F: 3 clusters Score -129236.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -129277.953125 Penalty: 693.840332
	Iteration 3Q: 3 clusters Score -129278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -129314.773438 Penalty: 693.840332
	Iteration 4Q: 3 clusters Score -129314.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -129353.656250 Penalty: 693.840332
	Iteration 5Q: 3 clusters Score -129353.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -129404.132812 Penalty: 693.840332
	Iteration 6Q: 3 clusters Score -129404.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -129457.085938 Penalty: 693.840332
	Iteration 7Q: 3 clusters Score -129457.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -129529.875000 Penalty: 693.840332
	Iteration 8Q: 3 clusters Score -129529.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -129594.031250 Penalty: 693.840332
	Iteration 9Q: 3 clusters Score -129594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -129661.164062 Penalty: 693.840332
	Iteration 10Q: 3 clusters Score -129661.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -129722.546875 Penalty: 693.840332
	Iteration 11Q: 3 clusters Score -129722.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -129768.101562 Penalty: 693.840332
	Iteration 12Q: 3 clusters Score -129768.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -129788.171875 Penalty: 693.840332
	Iteration 13Q: 3 clusters Score -129788.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -129801.515625 Penalty: 693.840332
	Iteration 14Q: 3 clusters Score -129801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -129812.015625 Penalty: 693.840332
	Iteration 15Q: 3 clusters Score -129812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -129831.062500 Penalty: 693.840332
	Iteration 16Q: 3 clusters Score -129831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -129843.765625 Penalty: 693.840332
	Iteration 17Q: 3 clusters Score -129843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -129851.554688 Penalty: 693.840332
	Iteration 18Q: 3 clusters Score -129851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -129853.898438 Penalty: 693.840332
	Iteration 19Q: 3 clusters Score -129853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -129854.640625 Penalty: 693.840332
	Iteration 20F: 3 clusters Score -129854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -129855.062500 Penalty: 693.840332
	Iteration 21Q: 3 clusters Score -129855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -129858.039062 Penalty: 693.840332
	Iteration 22Q: 3 clusters Score -129858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -129860.648438 Penalty: 693.840332
	Iteration 23Q: 3 clusters Score -129860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -129865.250000 Penalty: 693.840332
	Iteration 24Q: 3 clusters Score -129865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -129868.398438 Penalty: 693.840332
	Iteration 25Q: 3 clusters Score -129868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -129868.398438 Penalty: 693.840332
	Iteration 26F: 3 clusters Score -129868.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -198541.312500 Penalty: 374.223846
	Iteration 0F: 2 clusters Score -198541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -196040.093750 Penalty: 748.447693
	Iteration 0F: 3 clusters Score -196040.1 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -197019.218750 Penalty: 748.447693
	Iteration 1F: 3 clusters Score -197019.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -197216.484375 Penalty: 748.447693
	Iteration 2F: 3 clusters Score -197216.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197435.140625 Penalty: 748.447693
	Iteration 3F: 3 clusters Score -197435.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -197700.234375 Penalty: 748.447693
	Iteration 4F: 3 clusters Score -197700.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -197923.359375 Penalty: 748.447693
	Iteration 5F: 3 clusters Score -197923.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -198065.093750 Penalty: 748.447693
	Iteration 6Q: 3 clusters Score -198065.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -198161.156250 Penalty: 748.447693
	Iteration 7Q: 3 clusters Score -198161.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -198217.015625 Penalty: 748.447693
	Iteration 8Q: 3 clusters Score -198217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -198241.812500 Penalty: 748.447693
	Iteration 9Q: 3 clusters Score -198241.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -198255.203125 Penalty: 748.447693
	Iteration 10Q: 3 clusters Score -198255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -198263.078125 Penalty: 748.447693
	Iteration 11Q: 3 clusters Score -198263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -198268.171875 Penalty: 748.447693
	Iteration 12Q: 3 clusters Score -198268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -198271.890625 Penalty: 748.447693
	Iteration 13Q: 3 clusters Score -198271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -198277.609375 Penalty: 748.447693
	Iteration 14Q: 3 clusters Score -198277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -198279.890625 Penalty: 748.447693
	Iteration 15Q: 3 clusters Score -198279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -198279.890625 Penalty: 748.447693
	Iteration 16F: 3 clusters Score -198279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 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 905 members 
Entering Unmasked Estep 
Score: -100976.210938 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100976.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -101415.625000 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101415.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101474.406250 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101474.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -101546.546875 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101546.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -101658.843750 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -101658.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -101776.921875 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -101776.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -101870.406250 Penalty: 684.044922
	Iteration 6F: 3 clusters Score -101870.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -101957.382812 Penalty: 684.044922
	Iteration 7F: 3 clusters Score -101957.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -102014.601562 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -102014.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -102058.820312 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -102058.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -102083.625000 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -102083.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -102104.968750 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -102105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -102123.000000 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -102123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -102133.226562 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -102133.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102140.820312 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -102140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102146.445312 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -102146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -102150.757812 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102150.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -102157.257812 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -102163.414062 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102163.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -102167.203125 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -102170.476562 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102171.773438 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -102173.085938 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -102173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -102174.656250 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -102174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102175.000000 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -102175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102175.171875 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -102175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102175.476562 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -102175.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102175.476562 Penalty: 684.044922
	Iteration 27F: 3 clusters Score -102175.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Entering Unmasked Estep 
Score: -800048.187500 Penalty: 433.500519
	Iteration 0F: 2 clusters Score -800048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -790905.500000 Penalty: 867.001038
	Iteration 0F: 3 clusters Score -790905.5 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -794557.375000 Penalty: 867.001038
	Iteration 1F: 3 clusters Score -794557.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -794954.312500 Penalty: 867.001038
	Iteration 2F: 3 clusters Score -794954.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -795520.000000 Penalty: 867.001038
	Iteration 3F: 3 clusters Score -795520 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -796299.625000 Penalty: 867.001038
	Iteration 4F: 3 clusters Score -796299.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -796997.562500 Penalty: 867.001038
	Iteration 5F: 3 clusters Score -796997.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -797580.437500 Penalty: 867.001038
	Iteration 6F: 3 clusters Score -797580.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -798024.062500 Penalty: 867.001038
	Iteration 7F: 3 clusters Score -798024.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -798346.937500 Penalty: 867.001038
	Iteration 8Q: 3 clusters Score -798346.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -798613.562500 Penalty: 867.001038
	Iteration 9Q: 3 clusters Score -798613.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -798842.125000 Penalty: 867.001038
	Iteration 10Q: 3 clusters Score -798842.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -799017.937500 Penalty: 867.001038
	Iteration 11Q: 3 clusters Score -799017.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -799163.312500 Penalty: 867.001038
	Iteration 12Q: 3 clusters Score -799163.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -799292.437500 Penalty: 867.001038
	Iteration 13Q: 3 clusters Score -799292.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -799383.000000 Penalty: 867.001038
	Iteration 14Q: 3 clusters Score -799383 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -799449.250000 Penalty: 867.001038
	Iteration 15Q: 3 clusters Score -799449.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -799494.750000 Penalty: 867.001038
	Iteration 16Q: 3 clusters Score -799494.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -799528.750000 Penalty: 867.001038
	Iteration 17Q: 3 clusters Score -799528.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -799567.437500 Penalty: 867.001038
	Iteration 18Q: 3 clusters Score -799567.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -799597.750000 Penalty: 867.001038
	Iteration 19Q: 3 clusters Score -799597.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -799621.875000 Penalty: 867.001038
	Iteration 20F: 3 clusters Score -799621.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -799637.312500 Penalty: 867.001038
	Iteration 21Q: 3 clusters Score -799637.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -799651.250000 Penalty: 867.001038
	Iteration 22Q: 3 clusters Score -799651.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -799666.750000 Penalty: 867.001038
	Iteration 23Q: 3 clusters Score -799666.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -799681.500000 Penalty: 867.001038
	Iteration 24Q: 3 clusters Score -799681.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -799690.812500 Penalty: 867.001038
	Iteration 25Q: 3 clusters Score -799690.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -799698.000000 Penalty: 867.001038
	Iteration 26Q: 3 clusters Score -799698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -799705.125000 Penalty: 867.001038
	Iteration 27Q: 3 clusters Score -799705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -799708.812500 Penalty: 867.001038
	Iteration 28Q: 3 clusters Score -799708.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -799714.375000 Penalty: 867.001038
	Iteration 29Q: 3 clusters Score -799714.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -799718.750000 Penalty: 867.001038
	Iteration 30Q: 3 clusters Score -799718.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -799724.187500 Penalty: 867.001038
	Iteration 31Q: 3 clusters Score -799724.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -799727.937500 Penalty: 867.001038
	Iteration 32Q: 3 clusters Score -799727.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -799730.062500 Penalty: 867.001038
	Iteration 33Q: 3 clusters Score -799730.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -799733.375000 Penalty: 867.001038
	Iteration 34Q: 3 clusters Score -799733.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -799734.375000 Penalty: 867.001038
	Iteration 35Q: 3 clusters Score -799734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -799736.500000 Penalty: 867.001038
	Iteration 36Q: 3 clusters Score -799736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -799739.687500 Penalty: 867.001038
	Iteration 37Q: 3 clusters Score -799739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -799741.250000 Penalty: 867.001038
	Iteration 38Q: 3 clusters Score -799741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -799743.312500 Penalty: 867.001038
	Iteration 39Q: 3 clusters Score -799743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -799744.437500 Penalty: 867.001038
	Iteration 40F: 3 clusters Score -799744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -799745.937500 Penalty: 867.001038
	Iteration 41Q: 3 clusters Score -799745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -799747.625000 Penalty: 867.001038
	Iteration 42Q: 3 clusters Score -799747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -799748.187500 Penalty: 867.001038
	Iteration 43Q: 3 clusters Score -799748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -799750.687500 Penalty: 867.001038
	Iteration 44Q: 3 clusters Score -799750.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -799754.562500 Penalty: 867.001038
	Iteration 45Q: 3 clusters Score -799754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -799758.437500 Penalty: 867.001038
	Iteration 46Q: 3 clusters Score -799758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -799761.562500 Penalty: 867.001038
	Iteration 47Q: 3 clusters Score -799761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -799762.500000 Penalty: 867.001038
	Iteration 48Q: 3 clusters Score -799762.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -799764.687500 Penalty: 867.001038
	Iteration 49Q: 3 clusters Score -799764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -799764.062500 Penalty: 867.001038
	Iteration 50Q: 3 clusters Score -799764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -799764.937500 Penalty: 867.001038
	Iteration 51Q: 3 clusters Score -799764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -799766.750000 Penalty: 867.001038
	Iteration 52Q: 3 clusters Score -799766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -799767.500000 Penalty: 867.001038
	Iteration 53Q: 3 clusters Score -799767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -799768.625000 Penalty: 867.001038
	Iteration 54Q: 3 clusters Score -799768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -799767.312500 Penalty: 867.001038
	Iteration 55Q: 3 clusters Score -799767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -799767.125000 Penalty: 867.001038
	Iteration 56Q: 3 clusters Score -799767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -799768.625000 Penalty: 867.001038
	Iteration 57Q: 3 clusters Score -799768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -799768.062500 Penalty: 867.001038
	Iteration 58Q: 3 clusters Score -799768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -799768.062500 Penalty: 867.001038
	Iteration 59F: 3 clusters Score -799768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Entering Unmasked Estep 
Score: -7498366.000000 Penalty: 534.067505
	Iteration 0F: 2 clusters Score -7498366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -7418646.000000 Penalty: 1068.135010
	Iteration 0F: 3 clusters Score -7418646 nChanged 61347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -7459431.500000 Penalty: 1068.135010
	Iteration 1F: 3 clusters Score -7459432 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -7464783.500000 Penalty: 1068.135010
	Iteration 2F: 3 clusters Score -7464784 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -7472525.500000 Penalty: 1068.135010
	Iteration 3F: 3 clusters Score -7472526 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -7481979.000000 Penalty: 1068.135010
	Iteration 4F: 3 clusters Score -7481979 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -7488848.500000 Penalty: 1068.135010
	Iteration 5F: 3 clusters Score -7488848 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -7491784.000000 Penalty: 1068.135010
	Iteration 6Q: 3 clusters Score -7491784 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -7493075.000000 Penalty: 1068.135010
	Iteration 7Q: 3 clusters Score -7493075 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -7493843.500000 Penalty: 1068.135010
	Iteration 8Q: 3 clusters Score -7493844 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -7494268.000000 Penalty: 1068.135010
	Iteration 9Q: 3 clusters Score -7494268 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87382 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -7494493.000000 Penalty: 1068.135010
	Iteration 10Q: 3 clusters Score -7494493 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -7494649.500000 Penalty: 1068.135010
	Iteration 11Q: 3 clusters Score -7494650 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -7494764.000000 Penalty: 1068.135010
	Iteration 12Q: 3 clusters Score -7494764 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -7494877.500000 Penalty: 1068.135010
	Iteration 13Q: 3 clusters Score -7494878 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -7494935.000000 Penalty: 1068.135010
	Iteration 14Q: 3 clusters Score -7494935 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7494945.000000 Penalty: 1068.135010
	Iteration 15Q: 3 clusters Score -7494945 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -7494966.500000 Penalty: 1068.135010
	Iteration 16Q: 3 clusters Score -7494966 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -7494971.500000 Penalty: 1068.135010
	Iteration 17Q: 3 clusters Score -7494972 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -7494967.500000 Penalty: 1068.135010
	Iteration 18Q: 3 clusters Score -7494968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -7494971.500000 Penalty: 1068.135010
	Iteration 19Q: 3 clusters Score -7494972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -7494962.500000 Penalty: 1068.135010
	Iteration 20F: 3 clusters Score -7494962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -7494956.000000 Penalty: 1068.135010
	Iteration 21Q: 3 clusters Score -7494956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -7494953.500000 Penalty: 1068.135010
	Iteration 22Q: 3 clusters Score -7494954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -7494961.500000 Penalty: 1068.135010
	Iteration 23Q: 3 clusters Score -7494962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -7494959.000000 Penalty: 1068.135010
	Iteration 24Q: 3 clusters Score -7494959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -7494967.500000 Penalty: 1068.135010
	Iteration 25Q: 3 clusters Score -7494968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7494970.500000 Penalty: 1068.135010
	Iteration 26Q: 3 clusters Score -7494970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -7494967.500000 Penalty: 1068.135010
	Iteration 27Q: 3 clusters Score -7494968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -7494970.500000 Penalty: 1068.135010
	Iteration 28Q: 3 clusters Score -7494970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -7494960.500000 Penalty: 1068.135010
	Iteration 29Q: 3 clusters Score -7494960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -7494957.500000 Penalty: 1068.135010
	Iteration 30Q: 3 clusters Score -7494958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -7494941.000000 Penalty: 1068.135010
	Iteration 31Q: 3 clusters Score -7494941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -7494944.500000 Penalty: 1068.135010
	Iteration 32Q: 3 clusters Score -7494944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -7494945.500000 Penalty: 1068.135010
	Iteration 33Q: 3 clusters Score -7494946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -7494939.500000 Penalty: 1068.135010
	Iteration 34Q: 3 clusters Score -7494940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -7494943.500000 Penalty: 1068.135010
	Iteration 35Q: 3 clusters Score -7494944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -7494943.000000 Penalty: 1068.135010
	Iteration 36Q: 3 clusters Score -7494943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -7494935.000000 Penalty: 1068.135010
	Iteration 37Q: 3 clusters Score -7494935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -7494936.500000 Penalty: 1068.135010
	Iteration 38Q: 3 clusters Score -7494936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -7494945.000000 Penalty: 1068.135010
	Iteration 39Q: 3 clusters Score -7494945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -7494952.000000 Penalty: 1068.135010
	Iteration 40F: 3 clusters Score -7494952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -7494948.500000 Penalty: 1068.135010
	Iteration 41Q: 3 clusters Score -7494948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -7494948.500000 Penalty: 1068.135010
	Iteration 42Q: 3 clusters Score -7494948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -7494937.500000 Penalty: 1068.135010
	Iteration 43Q: 3 clusters Score -7494938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -7494937.500000 Penalty: 1068.135010
	Iteration 44Q: 3 clusters Score -7494938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7494932.000000 Penalty: 1068.135010
	Iteration 45Q: 3 clusters Score -7494932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7494937.000000 Penalty: 1068.135010
	Iteration 46Q: 3 clusters Score -7494937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -7494934.500000 Penalty: 1068.135010
	Iteration 47Q: 3 clusters Score -7494934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -7494938.500000 Penalty: 1068.135010
	Iteration 48Q: 3 clusters Score -7494938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -7494937.500000 Penalty: 1068.135010
	Iteration 49Q: 3 clusters Score -7494938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -7494937.000000 Penalty: 1068.135010
	Iteration 50Q: 3 clusters Score -7494937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -7494930.500000 Penalty: 1068.135010
	Iteration 51Q: 3 clusters Score -7494930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7494929.500000 Penalty: 1068.135010
	Iteration 52Q: 3 clusters Score -7494930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7494924.500000 Penalty: 1068.135010
	Iteration 53Q: 3 clusters Score -7494924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -7494925.000000 Penalty: 1068.135010
	Iteration 54Q: 3 clusters Score -7494925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -7494921.500000 Penalty: 1068.135010
	Iteration 55Q: 3 clusters Score -7494922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -7494921.000000 Penalty: 1068.135010
	Iteration 56Q: 3 clusters Score -7494921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -7494918.000000 Penalty: 1068.135010
	Iteration 57Q: 3 clusters Score -7494918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -7494919.500000 Penalty: 1068.135010
	Iteration 58Q: 3 clusters Score -7494920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -7494922.000000 Penalty: 1068.135010
	Iteration 59Q: 3 clusters Score -7494922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -7494930.000000 Penalty: 1068.135010
	Iteration 60F: 3 clusters Score -7494930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -7494925.500000 Penalty: 1068.135010
	Iteration 61Q: 3 clusters Score -7494926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7494920.000000 Penalty: 1068.135010
	Iteration 62Q: 3 clusters Score -7494920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -7494926.500000 Penalty: 1068.135010
	Iteration 63Q: 3 clusters Score -7494926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -7494915.500000 Penalty: 1068.135010
	Iteration 64Q: 3 clusters Score -7494916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -7494912.000000 Penalty: 1068.135010
	Iteration 65Q: 3 clusters Score -7494912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -7494906.500000 Penalty: 1068.135010
	Iteration 66Q: 3 clusters Score -7494906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -7494907.000000 Penalty: 1068.135010
	Iteration 67Q: 3 clusters Score -7494907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -7494911.000000 Penalty: 1068.135010
	Iteration 68Q: 3 clusters Score -7494911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -7494913.500000 Penalty: 1068.135010
	Iteration 69Q: 3 clusters Score -7494914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -7494910.000000 Penalty: 1068.135010
	Iteration 70Q: 3 clusters Score -7494910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -7494913.000000 Penalty: 1068.135010
	Iteration 71Q: 3 clusters Score -7494913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -7494915.000000 Penalty: 1068.135010
	Iteration 72Q: 3 clusters Score -7494915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -7494907.500000 Penalty: 1068.135010
	Iteration 73Q: 3 clusters Score -7494908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -7494909.000000 Penalty: 1068.135010
	Iteration 74Q: 3 clusters Score -7494909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -7494909.000000 Penalty: 1068.135010
	Iteration 75F: 3 clusters Score -7494909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -247591.656250 Penalty: 380.859894
	Iteration 0F: 2 clusters Score -247591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -244636.390625 Penalty: 761.719788
	Iteration 0F: 3 clusters Score -244636.4 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -245777.812500 Penalty: 761.719788
	Iteration 1F: 3 clusters Score -245777.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -245948.187500 Penalty: 761.719788
	Iteration 2F: 3 clusters Score -245948.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -246130.500000 Penalty: 761.719788
	Iteration 3F: 3 clusters Score -246130.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -246334.781250 Penalty: 761.719788
	Iteration 4F: 3 clusters Score -246334.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -246519.312500 Penalty: 761.719788
	Iteration 5F: 3 clusters Score -246519.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -246637.328125 Penalty: 761.719788
	Iteration 6Q: 3 clusters Score -246637.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -246699.046875 Penalty: 761.719788
	Iteration 7Q: 3 clusters Score -246699 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -246724.453125 Penalty: 761.719788
	Iteration 8Q: 3 clusters Score -246724.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -246735.187500 Penalty: 761.719788
	Iteration 9Q: 3 clusters Score -246735.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -246742.093750 Penalty: 761.719788
	Iteration 10Q: 3 clusters Score -246742.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -246746.531250 Penalty: 761.719788
	Iteration 11Q: 3 clusters Score -246746.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -246750.406250 Penalty: 761.719788
	Iteration 12Q: 3 clusters Score -246750.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -246755.328125 Penalty: 761.719788
	Iteration 13Q: 3 clusters Score -246755.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -246759.921875 Penalty: 761.719788
	Iteration 14Q: 3 clusters Score -246759.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -246763.234375 Penalty: 761.719788
	Iteration 15Q: 3 clusters Score -246763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -246769.437500 Penalty: 761.719788
	Iteration 16Q: 3 clusters Score -246769.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -246776.625000 Penalty: 761.719788
	Iteration 17Q: 3 clusters Score -246776.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -246784.109375 Penalty: 761.719788
	Iteration 18Q: 3 clusters Score -246784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -246792.531250 Penalty: 761.719788
	Iteration 19Q: 3 clusters Score -246792.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -246799.281250 Penalty: 761.719788
	Iteration 20F: 3 clusters Score -246799.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -246804.093750 Penalty: 761.719788
	Iteration 21Q: 3 clusters Score -246804.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -246808.343750 Penalty: 761.719788
	Iteration 22Q: 3 clusters Score -246808.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -246811.546875 Penalty: 761.719788
	Iteration 23Q: 3 clusters Score -246811.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -246812.687500 Penalty: 761.719788
	Iteration 24Q: 3 clusters Score -246812.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -246813.343750 Penalty: 761.719788
	Iteration 25Q: 3 clusters Score -246813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -246812.640625 Penalty: 761.719788
	Iteration 26Q: 3 clusters Score -246812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -246812.875000 Penalty: 761.719788
	Iteration 27Q: 3 clusters Score -246812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -246812.875000 Penalty: 761.719788
	Iteration 28F: 3 clusters Score -246812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -48415.308594 Penalty: 307.704193
	Iteration 0F: 2 clusters Score -48415.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -47673.445312 Penalty: 615.408386
	Iteration 0F: 3 clusters Score -47673.45 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47876.847656 Penalty: 615.408386
	Iteration 1F: 3 clusters Score -47876.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47923.449219 Penalty: 615.408386
	Iteration 2F: 3 clusters Score -47923.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -47951.824219 Penalty: 615.408386
	Iteration 3Q: 3 clusters Score -47951.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -47982.261719 Penalty: 615.408386
	Iteration 4Q: 3 clusters Score -47982.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48002.687500 Penalty: 615.408386
	Iteration 5Q: 3 clusters Score -48002.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48012.613281 Penalty: 615.408386
	Iteration 6Q: 3 clusters Score -48012.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48021.238281 Penalty: 615.408386
	Iteration 7Q: 3 clusters Score -48021.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48027.210938 Penalty: 615.408386
	Iteration 8Q: 3 clusters Score -48027.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48031.566406 Penalty: 615.408386
	Iteration 9Q: 3 clusters Score -48031.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48036.875000 Penalty: 615.408386
	Iteration 10Q: 3 clusters Score -48036.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48044.214844 Penalty: 615.408386
	Iteration 11Q: 3 clusters Score -48044.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48050.339844 Penalty: 615.408386
	Iteration 12Q: 3 clusters Score -48050.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48060.425781 Penalty: 615.408386
	Iteration 13Q: 3 clusters Score -48060.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48065.394531 Penalty: 615.408386
	Iteration 14Q: 3 clusters Score -48065.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48071.191406 Penalty: 615.408386
	Iteration 15Q: 3 clusters Score -48071.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48075.054688 Penalty: 615.408386
	Iteration 16Q: 3 clusters Score -48075.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48077.339844 Penalty: 615.408386
	Iteration 17Q: 3 clusters Score -48077.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48080.664062 Penalty: 615.408386
	Iteration 18Q: 3 clusters Score -48080.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48082.960938 Penalty: 615.408386
	Iteration 19Q: 3 clusters Score -48082.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48083.898438 Penalty: 615.408386
	Iteration 20F: 3 clusters Score -48083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48084.734375 Penalty: 615.408386
	Iteration 21Q: 3 clusters Score -48084.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48085.886719 Penalty: 615.408386
	Iteration 22Q: 3 clusters Score -48085.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48085.886719 Penalty: 615.408386
	Iteration 23F: 3 clusters Score -48085.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Entering Unmasked Estep 
Score: -2798564.000000 Penalty: 492.340851
	Iteration 0F: 2 clusters Score -2798564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2765010.750000 Penalty: 984.681702
	Iteration 0F: 3 clusters Score -2765011 nChanged 24210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2780835.000000 Penalty: 984.681702
	Iteration 1F: 3 clusters Score -2780835 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2783256.250000 Penalty: 984.681702
	Iteration 2F: 3 clusters Score -2783256 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2786752.500000 Penalty: 984.681702
	Iteration 3F: 3 clusters Score -2786752 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2790856.750000 Penalty: 984.681702
	Iteration 4F: 3 clusters Score -2790857 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2794681.250000 Penalty: 984.681702
	Iteration 5F: 3 clusters Score -2794681 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2797024.750000 Penalty: 984.681702
	Iteration 6Q: 3 clusters Score -2797025 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2797932.500000 Penalty: 984.681702
	Iteration 7Q: 3 clusters Score -2797932 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2798198.250000 Penalty: 984.681702
	Iteration 8Q: 3 clusters Score -2798198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2798318.500000 Penalty: 984.681702
	Iteration 9Q: 3 clusters Score -2798318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2798365.000000 Penalty: 984.681702
	Iteration 10Q: 3 clusters Score -2798365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2798388.250000 Penalty: 984.681702
	Iteration 11Q: 3 clusters Score -2798388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2798396.250000 Penalty: 984.681702
	Iteration 12Q: 3 clusters Score -2798396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2798397.750000 Penalty: 984.681702
	Iteration 13Q: 3 clusters Score -2798398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2798396.250000 Penalty: 984.681702
	Iteration 14Q: 3 clusters Score -2798396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2798397.000000 Penalty: 984.681702
	Iteration 15Q: 3 clusters Score -2798397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2798396.250000 Penalty: 984.681702
	Iteration 16Q: 3 clusters Score -2798396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2798397.500000 Penalty: 984.681702
	Iteration 17Q: 3 clusters Score -2798398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2798397.500000 Penalty: 984.681702
	Iteration 18F: 3 clusters Score -2798398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -19998.964844 Penalty: 264.406921
	Iteration 0F: 2 clusters Score -19998.96 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 149 members 
Entering Unmasked Estep 
Score: -19619.691406 Penalty: 528.813843
	Iteration 0F: 3 clusters Score -19619.69 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19714.552734 Penalty: 528.813843
	Iteration 1F: 3 clusters Score -19714.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19741.900391 Penalty: 528.813843
	Iteration 2F: 3 clusters Score -19741.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19758.667969 Penalty: 528.813843
	Iteration 3Q: 3 clusters Score -19758.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19773.070312 Penalty: 528.813843
	Iteration 4Q: 3 clusters Score -19773.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19781.501953 Penalty: 528.813843
	Iteration 5Q: 3 clusters Score -19781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19784.212891 Penalty: 528.813843
	Iteration 6Q: 3 clusters Score -19784.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19784.347656 Penalty: 528.813843
	Iteration 7Q: 3 clusters Score -19784.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19784.347656 Penalty: 528.813843
	Iteration 8F: 3 clusters Score -19784.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 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 651 members 
Entering Unmasked Estep 
Score: -72685.085938 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72685.09 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -72962.460938 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72962.46 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72997.203125 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -72997.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -73021.609375 Penalty: 652.830200
	Iteration 3Q: 3 clusters Score -73021.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -73049.992188 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -73049.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73067.179688 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73067.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -73087.125000 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73087.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73112.218750 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73112.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -73140.687500 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73140.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -73181.843750 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73181.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -73226.742188 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73226.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -73286.539062 Penalty: 652.830200
	Iteration 11F: 3 clusters Score -73286.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -73330.835938 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73330.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -73358.757812 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73358.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -73387.648438 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73387.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -73406.132812 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73406.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -73421.601562 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -73429.593750 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73429.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -73439.015625 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73439.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -73443.820312 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73443.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -73448.203125 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -73450.109375 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73450.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -73452.046875 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73452.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -73452.070312 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73452.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -73452.070312 Penalty: 652.830200
	Iteration 24F: 3 clusters Score -73452.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6405.792480 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6405.792 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 71 members 
Entering Unmasked Estep 
Score: -6217.654297 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6217.654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6264.576660 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6264.577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6279.900879 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6279.901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6310.104980 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6310.105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6310.557129 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6310.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6310.557129 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -6310.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -76314.968750 Penalty: 328.159393
	Iteration 0F: 2 clusters Score -76314.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75302.023438 Penalty: 656.318787
	Iteration 0F: 3 clusters Score -75302.02 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -75555.070312 Penalty: 656.318787
	Iteration 1F: 3 clusters Score -75555.07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75618.492188 Penalty: 656.318787
	Iteration 2F: 3 clusters Score -75618.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75667.289062 Penalty: 656.318787
	Iteration 3F: 3 clusters Score -75667.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75698.773438 Penalty: 656.318787
	Iteration 4Q: 3 clusters Score -75698.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -75717.375000 Penalty: 656.318787
	Iteration 5Q: 3 clusters Score -75717.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75730.429688 Penalty: 656.318787
	Iteration 6Q: 3 clusters Score -75730.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75747.578125 Penalty: 656.318787
	Iteration 7Q: 3 clusters Score -75747.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -75761.648438 Penalty: 656.318787
	Iteration 8Q: 3 clusters Score -75761.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -75769.000000 Penalty: 656.318787
	Iteration 9Q: 3 clusters Score -75769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75780.437500 Penalty: 656.318787
	Iteration 10Q: 3 clusters Score -75780.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -75798.359375 Penalty: 656.318787
	Iteration 11Q: 3 clusters Score -75798.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -75825.554688 Penalty: 656.318787
	Iteration 12Q: 3 clusters Score -75825.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -75857.281250 Penalty: 656.318787
	Iteration 13Q: 3 clusters Score -75857.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -75890.820312 Penalty: 656.318787
	Iteration 14Q: 3 clusters Score -75890.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -75935.429688 Penalty: 656.318787
	Iteration 15Q: 3 clusters Score -75935.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -75985.421875 Penalty: 656.318787
	Iteration 16Q: 3 clusters Score -75985.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -76008.062500 Penalty: 656.318787
	Iteration 17Q: 3 clusters Score -76008.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -76027.304688 Penalty: 656.318787
	Iteration 18Q: 3 clusters Score -76027.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -76046.632812 Penalty: 656.318787
	Iteration 19Q: 3 clusters Score -76046.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -76060.101562 Penalty: 656.318787
	Iteration 20F: 3 clusters Score -76060.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -76065.679688 Penalty: 656.318787
	Iteration 21Q: 3 clusters Score -76065.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -76070.515625 Penalty: 656.318787
	Iteration 22Q: 3 clusters Score -76070.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -76073.906250 Penalty: 656.318787
	Iteration 23Q: 3 clusters Score -76073.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -76076.921875 Penalty: 656.318787
	Iteration 24Q: 3 clusters Score -76076.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -76081.101562 Penalty: 656.318787
	Iteration 25Q: 3 clusters Score -76081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -76085.390625 Penalty: 656.318787
	Iteration 26Q: 3 clusters Score -76085.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -76086.281250 Penalty: 656.318787
	Iteration 27Q: 3 clusters Score -76086.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -76086.281250 Penalty: 656.318787
	Iteration 28F: 3 clusters Score -76086.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2180.967041 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2180.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2082.117676 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2082.118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2102.370361 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2102.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2103.047119 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2103.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2103.047119 Penalty: 361.296570
	Iteration 3F: 3 clusters Score -2103.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -10131.524414 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -10131.52 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 111 members 
Entering Unmasked Estep 
Score: -9866.214844 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -9866.215 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10060.491211 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -10060.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10166.587891 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -10166.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10240.122070 Penalty: 492.459778
	Iteration 3Q: 3 clusters Score -10240.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10245.483398 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -10245.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10245.483398 Penalty: 492.459778
	Iteration 5F: 3 clusters Score -10245.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13732 members 
Mstep: Class 6 contains 125210 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50045 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4784 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 151 members 
Entering Unmasked Estep 
Score: -23061322.000000 Penalty: 14697.050781
Splitting cluster 15 changes total score from -23061582.000000 to -23061322.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -42054.703125 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -42054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41409.117188 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -41409.12 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -41650.769531 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -41650.77 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41750.378906 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -41750.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -41829.867188 Penalty: 605.175415
	Iteration 3F: 3 clusters Score -41829.87 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -41930.425781 Penalty: 605.175415
	Iteration 4F: 3 clusters Score -41930.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -42006.109375 Penalty: 605.175415
	Iteration 5F: 3 clusters Score -42006.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42045.828125 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -42045.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42064.078125 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -42064.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42067.507812 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -42067.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -42068.988281 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -42068.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42070.093750 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -42070.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42070.910156 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -42070.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -42071.382812 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -42071.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -42071.382812 Penalty: 605.175415
	Iteration 13F: 3 clusters Score -42071.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13732 members 
Mstep: Class 6 contains 125210 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50045 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4784 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 502 members 
Entering Unmasked Estep 
Score: -23061282.000000 Penalty: 14697.050781
Splitting cluster 16 changes total score from -23061582.000000 to -23061282.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14498.712891 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14498.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14167.147461 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14167.15 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14294.658203 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14294.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14325.711914 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14325.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14337.835938 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -14337.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14356.858398 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14356.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14384.836914 Penalty: 518.129639
	Iteration 5F: 3 clusters Score -14384.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14418.147461 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14418.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14429.130859 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14429.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14437.351562 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14437.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14439.912109 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14439.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14455.951172 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -14455.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14468.326172 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -14468.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14471.122070 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -14471.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14475.167969 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -14475.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14476.301758 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -14476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14477.468750 Penalty: 518.129639
	Iteration 15Q: 3 clusters Score -14477.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14481.225586 Penalty: 518.129639
	Iteration 16Q: 3 clusters Score -14481.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14482.851562 Penalty: 518.129639
	Iteration 17Q: 3 clusters Score -14482.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14482.851562 Penalty: 518.129639
	Iteration 18F: 3 clusters Score -14482.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -9725.160156 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -9725.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9464.210938 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9464.211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9566.877930 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9566.878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9589.126953 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -9589.127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9604.221680 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -9604.222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9610.522461 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -9610.522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9614.233398 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -9614.233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9614.766602 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -9614.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9615.106445 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -9615.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9615.543945 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -9615.544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9617.353516 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -9617.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9620.758789 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -9620.759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9625.762695 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -9625.763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -9644.621094 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -9644.621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9651.684570 Penalty: 480.308441
	Iteration 13Q: 3 clusters Score -9651.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -9656.278320 Penalty: 480.308441
	Iteration 14Q: 3 clusters Score -9656.278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -9659.479492 Penalty: 480.308441
	Iteration 15Q: 3 clusters Score -9659.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -9661.036133 Penalty: 480.308441
	Iteration 16Q: 3 clusters Score -9661.036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -9661.036133 Penalty: 480.308441
	Iteration 17F: 3 clusters Score -9661.036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Entering Unmasked Estep 
Score: -420159.750000 Penalty: 407.578461
	Iteration 0F: 2 clusters Score -420159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -414991.218750 Penalty: 815.156921
	Iteration 0F: 3 clusters Score -414991.2 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -417119.125000 Penalty: 815.156921
	Iteration 1F: 3 clusters Score -417119.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -417532.937500 Penalty: 815.156921
	Iteration 2F: 3 clusters Score -417532.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -418041.687500 Penalty: 815.156921
	Iteration 3F: 3 clusters Score -418041.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -418480.156250 Penalty: 815.156921
	Iteration 4F: 3 clusters Score -418480.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -418791.718750 Penalty: 815.156921
	Iteration 5F: 3 clusters Score -418791.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -419076.593750 Penalty: 815.156921
	Iteration 6Q: 3 clusters Score -419076.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -419233.093750 Penalty: 815.156921
	Iteration 7Q: 3 clusters Score -419233.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -419326.312500 Penalty: 815.156921
	Iteration 8Q: 3 clusters Score -419326.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -419389.437500 Penalty: 815.156921
	Iteration 9Q: 3 clusters Score -419389.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -419439.656250 Penalty: 815.156921
	Iteration 10Q: 3 clusters Score -419439.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -419474.906250 Penalty: 815.156921
	Iteration 11Q: 3 clusters Score -419474.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -419512.531250 Penalty: 815.156921
	Iteration 12Q: 3 clusters Score -419512.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -419545.250000 Penalty: 815.156921
	Iteration 13Q: 3 clusters Score -419545.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -419570.812500 Penalty: 815.156921
	Iteration 14Q: 3 clusters Score -419570.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -419592.562500 Penalty: 815.156921
	Iteration 15Q: 3 clusters Score -419592.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -419622.906250 Penalty: 815.156921
	Iteration 16Q: 3 clusters Score -419622.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -419649.562500 Penalty: 815.156921
	Iteration 17Q: 3 clusters Score -419649.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -419669.718750 Penalty: 815.156921
	Iteration 18Q: 3 clusters Score -419669.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -419683.187500 Penalty: 815.156921
	Iteration 19Q: 3 clusters Score -419683.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -419693.156250 Penalty: 815.156921
	Iteration 20F: 3 clusters Score -419693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -419704.093750 Penalty: 815.156921
	Iteration 21Q: 3 clusters Score -419704.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -419714.000000 Penalty: 815.156921
	Iteration 22Q: 3 clusters Score -419714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -419720.281250 Penalty: 815.156921
	Iteration 23Q: 3 clusters Score -419720.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -419726.281250 Penalty: 815.156921
	Iteration 24Q: 3 clusters Score -419726.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -419735.375000 Penalty: 815.156921
	Iteration 25Q: 3 clusters Score -419735.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -419741.812500 Penalty: 815.156921
	Iteration 26Q: 3 clusters Score -419741.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -419751.562500 Penalty: 815.156921
	Iteration 27Q: 3 clusters Score -419751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -419764.031250 Penalty: 815.156921
	Iteration 28Q: 3 clusters Score -419764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -419773.906250 Penalty: 815.156921
	Iteration 29Q: 3 clusters Score -419773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -419784.187500 Penalty: 815.156921
	Iteration 30Q: 3 clusters Score -419784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -419794.781250 Penalty: 815.156921
	Iteration 31Q: 3 clusters Score -419794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -419805.875000 Penalty: 815.156921
	Iteration 32Q: 3 clusters Score -419805.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -419818.875000 Penalty: 815.156921
	Iteration 33Q: 3 clusters Score -419818.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -419826.750000 Penalty: 815.156921
	Iteration 34Q: 3 clusters Score -419826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -419831.250000 Penalty: 815.156921
	Iteration 35Q: 3 clusters Score -419831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -419836.468750 Penalty: 815.156921
	Iteration 36Q: 3 clusters Score -419836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -419839.156250 Penalty: 815.156921
	Iteration 37Q: 3 clusters Score -419839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -419841.125000 Penalty: 815.156921
	Iteration 38Q: 3 clusters Score -419841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -419842.218750 Penalty: 815.156921
	Iteration 39Q: 3 clusters Score -419842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -419843.156250 Penalty: 815.156921
	Iteration 40F: 3 clusters Score -419843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -419843.593750 Penalty: 815.156921
	Iteration 41Q: 3 clusters Score -419843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -419844.125000 Penalty: 815.156921
	Iteration 42Q: 3 clusters Score -419844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -419845.687500 Penalty: 815.156921
	Iteration 43Q: 3 clusters Score -419845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -419849.062500 Penalty: 815.156921
	Iteration 44Q: 3 clusters Score -419849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -419849.375000 Penalty: 815.156921
	Iteration 45Q: 3 clusters Score -419849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -419852.343750 Penalty: 815.156921
	Iteration 46Q: 3 clusters Score -419852.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -419853.906250 Penalty: 815.156921
	Iteration 47Q: 3 clusters Score -419853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -419855.468750 Penalty: 815.156921
	Iteration 48Q: 3 clusters Score -419855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -419855.343750 Penalty: 815.156921
	Iteration 49Q: 3 clusters Score -419855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -419855.343750 Penalty: 815.156921
	Iteration 50F: 3 clusters Score -419855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Entering Unmasked Estep 
Score: -1219993.000000 Penalty: 451.845245
	Iteration 0F: 2 clusters Score -1219993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1206226.625000 Penalty: 903.690491
	Iteration 0F: 3 clusters Score -1206227 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1212039.500000 Penalty: 903.690491
	Iteration 1F: 3 clusters Score -1212040 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1212506.250000 Penalty: 903.690491
	Iteration 2F: 3 clusters Score -1212506 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1213147.125000 Penalty: 903.690491
	Iteration 3F: 3 clusters Score -1213147 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1214100.000000 Penalty: 903.690491
	Iteration 4F: 3 clusters Score -1214100 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1215367.250000 Penalty: 903.690491
	Iteration 5F: 3 clusters Score -1215367 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1216315.375000 Penalty: 903.690491
	Iteration 6F: 3 clusters Score -1216315 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1216638.125000 Penalty: 903.690491
	Iteration 7Q: 3 clusters Score -1216638 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1216768.625000 Penalty: 903.690491
	Iteration 8Q: 3 clusters Score -1216769 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1216847.750000 Penalty: 903.690491
	Iteration 9Q: 3 clusters Score -1216848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1216910.000000 Penalty: 903.690491
	Iteration 10Q: 3 clusters Score -1216910 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1217008.875000 Penalty: 903.690491
	Iteration 11Q: 3 clusters Score -1217009 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1217103.750000 Penalty: 903.690491
	Iteration 12Q: 3 clusters Score -1217104 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1217197.750000 Penalty: 903.690491
	Iteration 13Q: 3 clusters Score -1217198 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1217295.375000 Penalty: 903.690491
	Iteration 14Q: 3 clusters Score -1217295 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1217399.750000 Penalty: 903.690491
	Iteration 15Q: 3 clusters Score -1217400 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1217511.000000 Penalty: 903.690491
	Iteration 16Q: 3 clusters Score -1217511 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1217634.625000 Penalty: 903.690491
	Iteration 17Q: 3 clusters Score -1217635 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1217733.125000 Penalty: 903.690491
	Iteration 18Q: 3 clusters Score -1217733 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1217849.625000 Penalty: 903.690491
	Iteration 19Q: 3 clusters Score -1217850 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1217941.125000 Penalty: 903.690491
	Iteration 20F: 3 clusters Score -1217941 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1218046.500000 Penalty: 903.690491
	Iteration 21Q: 3 clusters Score -1218046 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1218164.750000 Penalty: 903.690491
	Iteration 22Q: 3 clusters Score -1218165 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1218285.000000 Penalty: 903.690491
	Iteration 23Q: 3 clusters Score -1218285 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1218403.500000 Penalty: 903.690491
	Iteration 24Q: 3 clusters Score -1218404 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1218495.125000 Penalty: 903.690491
	Iteration 25Q: 3 clusters Score -1218495 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1218577.875000 Penalty: 903.690491
	Iteration 26Q: 3 clusters Score -1218578 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1218649.625000 Penalty: 903.690491
	Iteration 27Q: 3 clusters Score -1218650 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1218715.125000 Penalty: 903.690491
	Iteration 28Q: 3 clusters Score -1218715 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1218783.250000 Penalty: 903.690491
	Iteration 29Q: 3 clusters Score -1218783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1218846.750000 Penalty: 903.690491
	Iteration 30Q: 3 clusters Score -1218847 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1218899.000000 Penalty: 903.690491
	Iteration 31Q: 3 clusters Score -1218899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1218953.375000 Penalty: 903.690491
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1219072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1219102 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1219137 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1219163 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1219174 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1219187 nChanged 72
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Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1219196 nChanged 70
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Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1219201 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1219209 nChanged 61
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Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1219215 nChanged 72
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Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1219226 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1219232 nChanged 75
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Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1219243 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1219253 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1219268 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1219277 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1219288 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1219290 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1219296 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1219302 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1219309 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1219312 nChanged 59
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Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1219321 nChanged 56
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Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1219328 nChanged 38
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Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 4030 members 
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	Iteration 59Q: 3 clusters Score -1219330 nChanged 38
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Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1219337 nChanged 46
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Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 3946 members 
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	Iteration 61Q: 3 clusters Score -1219338 nChanged 49
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Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 3897 members 
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	Iteration 62Q: 3 clusters Score -1219345 nChanged 37
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Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3860 members 
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	Iteration 63Q: 3 clusters Score -1219346 nChanged 35
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Mstep: Class 1 contains 16726 members 
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	Iteration 64Q: 3 clusters Score -1219349 nChanged 37
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Mstep: Class 1 contains 16763 members 
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	Iteration 65Q: 3 clusters Score -1219353 nChanged 35
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Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 3753 members 
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	Iteration 66Q: 3 clusters Score -1219355 nChanged 35
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Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16865 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1219358 nChanged 36
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Mstep: Class 1 contains 16901 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1219363 nChanged 34
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Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1219366 nChanged 34
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Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1219366 nChanged 35
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Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1219371 nChanged 28
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Mstep: Class 1 contains 17032 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1219374 nChanged 35
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Mstep: Class 1 contains 17067 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1219373 nChanged 31
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Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1219372 nChanged 30
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Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1219375 nChanged 29
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Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1219380 nChanged 33
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Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1219380 nChanged 25
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Mstep: Class 1 contains 17215 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1219385 nChanged 25
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Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1219389 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1219392 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1219394 nChanged 31
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Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1219395 nChanged 37
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Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1219398 nChanged 30
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Mstep: Class 1 contains 17400 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1219401 nChanged 22
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Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1219402 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1219399 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1219400 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1219404 nChanged 43
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Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1219408 nChanged 38
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Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1219406 nChanged 39
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Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1219408 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1219416 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1219419 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1219420 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1219423 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1219430 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1219430 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1219432.000000 Penalty: 903.690491
	Iteration 99Q: 3 clusters Score -1219432 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1219430 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1219435 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1219435 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1219434 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1219437 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17927 members 
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Entering Unmasked Estep 
Score: -1219441.625000 Penalty: 903.690491
	Iteration 105Q: 3 clusters Score -1219442 nChanged 23
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Mstep: Class 1 contains 17950 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1219445 nChanged 30
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Mstep: Class 1 contains 17980 members 
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Entering Unmasked Estep 
Score: -1219447.625000 Penalty: 903.690491
	Iteration 107Q: 3 clusters Score -1219448 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1219448 nChanged 21
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Mstep: Class 1 contains 18027 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1219452 nChanged 20
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Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1219453 nChanged 23
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Mstep: Class 1 contains 18070 members 
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Entering Unmasked Estep 
Score: -1219457.250000 Penalty: 903.690491
	Iteration 111Q: 3 clusters Score -1219457 nChanged 21
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Mstep: Class 1 contains 18091 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1219458 nChanged 15
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Mstep: Class 1 contains 18106 members 
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	Iteration 113Q: 3 clusters Score -1219457 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18122 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1219458 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18140 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1219465 nChanged 22
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Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1219466.000000 Penalty: 903.690491
	Iteration 116Q: 3 clusters Score -1219466 nChanged 26
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Mstep: Class 1 contains 18188 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1219469 nChanged 35
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Mstep: Class 1 contains 18223 members 
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	Iteration 118Q: 3 clusters Score -1219470 nChanged 44
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Mstep: Class 1 contains 18267 members 
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Entering Unmasked Estep 
Score: -1219473.000000 Penalty: 903.690491
	Iteration 119Q: 3 clusters Score -1219473 nChanged 40
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Mstep: Class 1 contains 18305 members 
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Entering Unmasked Estep 
Score: -1219477.875000 Penalty: 903.690491
	Iteration 120F: 3 clusters Score -1219478 nChanged 28
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Mstep: Class 1 contains 18331 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1219480 nChanged 27
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Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1219484.000000 Penalty: 903.690491
	Iteration 122Q: 3 clusters Score -1219484 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1219487.625000 Penalty: 903.690491
	Iteration 123Q: 3 clusters Score -1219488 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
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Entering Unmasked Estep 
Score: -1219491.125000 Penalty: 903.690491
	Iteration 124Q: 3 clusters Score -1219491 nChanged 28
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Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1219496.000000 Penalty: 903.690491
	Iteration 125Q: 3 clusters Score -1219496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1219497.750000 Penalty: 903.690491
	Iteration 126Q: 3 clusters Score -1219498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1219500.125000 Penalty: 903.690491
	Iteration 127Q: 3 clusters Score -1219500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1219503.000000 Penalty: 903.690491
	Iteration 128Q: 3 clusters Score -1219503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1219505.375000 Penalty: 903.690491
	Iteration 129Q: 3 clusters Score -1219505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1219505.000000 Penalty: 903.690491
	Iteration 130Q: 3 clusters Score -1219505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1219505.750000 Penalty: 903.690491
	Iteration 131Q: 3 clusters Score -1219506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1219506.875000 Penalty: 903.690491
	Iteration 132Q: 3 clusters Score -1219507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1219507.000000 Penalty: 903.690491
	Iteration 133Q: 3 clusters Score -1219507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1219509.125000 Penalty: 903.690491
	Iteration 134Q: 3 clusters Score -1219509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1219512.500000 Penalty: 903.690491
	Iteration 135Q: 3 clusters Score -1219512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1219513.000000 Penalty: 903.690491
	Iteration 136Q: 3 clusters Score -1219513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1219517.625000 Penalty: 903.690491
	Iteration 137Q: 3 clusters Score -1219518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1219523.250000 Penalty: 903.690491
	Iteration 138Q: 3 clusters Score -1219523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1219527.250000 Penalty: 903.690491
	Iteration 139Q: 3 clusters Score -1219527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1219530.500000 Penalty: 903.690491
	Iteration 140F: 3 clusters Score -1219530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1219533.000000 Penalty: 903.690491
	Iteration 141Q: 3 clusters Score -1219533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1219531.375000 Penalty: 903.690491
	Iteration 142Q: 3 clusters Score -1219531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1219532.875000 Penalty: 903.690491
	Iteration 143Q: 3 clusters Score -1219533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1219536.000000 Penalty: 903.690491
	Iteration 144Q: 3 clusters Score -1219536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1219539.500000 Penalty: 903.690491
	Iteration 145Q: 3 clusters Score -1219540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1219543.000000 Penalty: 903.690491
	Iteration 146Q: 3 clusters Score -1219543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1219548.125000 Penalty: 903.690491
	Iteration 147Q: 3 clusters Score -1219548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1219550.375000 Penalty: 903.690491
	Iteration 148Q: 3 clusters Score -1219550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1219549.250000 Penalty: 903.690491
	Iteration 149Q: 3 clusters Score -1219549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1219553.375000 Penalty: 903.690491
	Iteration 150Q: 3 clusters Score -1219553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1219552.250000 Penalty: 903.690491
	Iteration 151Q: 3 clusters Score -1219552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1219552.375000 Penalty: 903.690491
	Iteration 152Q: 3 clusters Score -1219552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1219553.250000 Penalty: 903.690491
	Iteration 153Q: 3 clusters Score -1219553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1219552.625000 Penalty: 903.690491
	Iteration 154Q: 3 clusters Score -1219553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1219553.375000 Penalty: 903.690491
	Iteration 155Q: 3 clusters Score -1219553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1219555.875000 Penalty: 903.690491
	Iteration 156Q: 3 clusters Score -1219556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1219555.125000 Penalty: 903.690491
	Iteration 157Q: 3 clusters Score -1219555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1219554.375000 Penalty: 903.690491
	Iteration 158Q: 3 clusters Score -1219554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1219556.375000 Penalty: 903.690491
	Iteration 159Q: 3 clusters Score -1219556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1219557.375000 Penalty: 903.690491
	Iteration 160F: 3 clusters Score -1219557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1219556.750000 Penalty: 903.690491
	Iteration 161Q: 3 clusters Score -1219557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1219557.125000 Penalty: 903.690491
	Iteration 162Q: 3 clusters Score -1219557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1219559.625000 Penalty: 903.690491
	Iteration 163Q: 3 clusters Score -1219560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1219560.875000 Penalty: 903.690491
	Iteration 164Q: 3 clusters Score -1219561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1219559.875000 Penalty: 903.690491
	Iteration 165Q: 3 clusters Score -1219560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1219559.375000 Penalty: 903.690491
	Iteration 166Q: 3 clusters Score -1219559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1219561.875000 Penalty: 903.690491
	Iteration 167Q: 3 clusters Score -1219562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1219561.875000 Penalty: 903.690491
	Iteration 168Q: 3 clusters Score -1219562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1219561.125000 Penalty: 903.690491
	Iteration 169Q: 3 clusters Score -1219561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1219561.500000 Penalty: 903.690491
	Iteration 170Q: 3 clusters Score -1219562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1219562.500000 Penalty: 903.690491
	Iteration 171Q: 3 clusters Score -1219562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1219562.125000 Penalty: 903.690491
	Iteration 172Q: 3 clusters Score -1219562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1219562.125000 Penalty: 903.690491
	Iteration 173F: 3 clusters Score -1219562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -51267.082031 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -51267.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -50492.898438 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -50492.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50805.878906 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -50805.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50868.054688 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -50868.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50919.171875 Penalty: 628.878357
	Iteration 3F: 3 clusters Score -50919.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50964.324219 Penalty: 628.878357
	Iteration 4Q: 3 clusters Score -50964.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51006.605469 Penalty: 628.878357
	Iteration 5F: 3 clusters Score -51006.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51030.574219 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -51030.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51054.363281 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -51054.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51065.976562 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -51065.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -51076.335938 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -51076.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -51087.812500 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -51087.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -51093.191406 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -51093.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -51094.101562 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -51094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -51094.378906 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -51094.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51095.257812 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -51095.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51095.765625 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -51095.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51095.765625 Penalty: 628.878357
	Iteration 16F: 3 clusters Score -51095.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -275570.125000 Penalty: 385.522949
	Iteration 0F: 2 clusters Score -275570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -272380.781250 Penalty: 771.045898
	Iteration 0F: 3 clusters Score -272380.8 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -273669.625000 Penalty: 771.045898
	Iteration 1F: 3 clusters Score -273669.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -273926.187500 Penalty: 771.045898
	Iteration 2F: 3 clusters Score -273926.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -274218.656250 Penalty: 771.045898
	Iteration 3F: 3 clusters Score -274218.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -274455.718750 Penalty: 771.045898
	Iteration 4F: 3 clusters Score -274455.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -274650.343750 Penalty: 771.045898
	Iteration 5F: 3 clusters Score -274650.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -274822.812500 Penalty: 771.045898
	Iteration 6F: 3 clusters Score -274822.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -274976.968750 Penalty: 771.045898
	Iteration 7Q: 3 clusters Score -274977 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -275088.562500 Penalty: 771.045898
	Iteration 8Q: 3 clusters Score -275088.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -275169.531250 Penalty: 771.045898
	Iteration 9Q: 3 clusters Score -275169.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -275217.281250 Penalty: 771.045898
	Iteration 10Q: 3 clusters Score -275217.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -275262.593750 Penalty: 771.045898
	Iteration 11Q: 3 clusters Score -275262.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -275291.906250 Penalty: 771.045898
	Iteration 12Q: 3 clusters Score -275291.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -275311.281250 Penalty: 771.045898
	Iteration 13Q: 3 clusters Score -275311.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -275321.843750 Penalty: 771.045898
	Iteration 14Q: 3 clusters Score -275321.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -275329.062500 Penalty: 771.045898
	Iteration 15Q: 3 clusters Score -275329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -275335.781250 Penalty: 771.045898
	Iteration 16Q: 3 clusters Score -275335.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -275345.031250 Penalty: 771.045898
	Iteration 17Q: 3 clusters Score -275345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -275348.812500 Penalty: 771.045898
	Iteration 18Q: 3 clusters Score -275348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -275352.000000 Penalty: 771.045898
	Iteration 19Q: 3 clusters Score -275352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -275352.687500 Penalty: 771.045898
	Iteration 20F: 3 clusters Score -275352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -275353.343750 Penalty: 771.045898
	Iteration 21Q: 3 clusters Score -275353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -275354.468750 Penalty: 771.045898
	Iteration 22Q: 3 clusters Score -275354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -275356.218750 Penalty: 771.045898
	Iteration 23Q: 3 clusters Score -275356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -275356.218750 Penalty: 771.045898
	Iteration 24Q: 3 clusters Score -275356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -275356.468750 Penalty: 771.045898
	Iteration 25Q: 3 clusters Score -275356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -275356.468750 Penalty: 771.045898
	Iteration 26F: 3 clusters Score -275356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -43831.792969 Penalty: 300.541046
	Iteration 0F: 2 clusters Score -43831.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -43192.089844 Penalty: 601.082092
	Iteration 0F: 3 clusters Score -43192.09 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43364.371094 Penalty: 601.082092
	Iteration 1F: 3 clusters Score -43364.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43415.953125 Penalty: 601.082092
	Iteration 2F: 3 clusters Score -43415.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43445.542969 Penalty: 601.082092
	Iteration 3F: 3 clusters Score -43445.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43476.238281 Penalty: 601.082092
	Iteration 4Q: 3 clusters Score -43476.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43502.613281 Penalty: 601.082092
	Iteration 5Q: 3 clusters Score -43502.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -43517.117188 Penalty: 601.082092
	Iteration 6Q: 3 clusters Score -43517.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43528.753906 Penalty: 601.082092
	Iteration 7Q: 3 clusters Score -43528.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43547.921875 Penalty: 601.082092
	Iteration 8Q: 3 clusters Score -43547.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -43562.464844 Penalty: 601.082092
	Iteration 9Q: 3 clusters Score -43562.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43570.429688 Penalty: 601.082092
	Iteration 10Q: 3 clusters Score -43570.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43572.640625 Penalty: 601.082092
	Iteration 11Q: 3 clusters Score -43572.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43574.062500 Penalty: 601.082092
	Iteration 12Q: 3 clusters Score -43574.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43575.585938 Penalty: 601.082092
	Iteration 13Q: 3 clusters Score -43575.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43579.328125 Penalty: 601.082092
	Iteration 14Q: 3 clusters Score -43579.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43581.992188 Penalty: 601.082092
	Iteration 15Q: 3 clusters Score -43581.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43583.300781 Penalty: 601.082092
	Iteration 16Q: 3 clusters Score -43583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43586.406250 Penalty: 601.082092
	Iteration 17Q: 3 clusters Score -43586.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43588.132812 Penalty: 601.082092
	Iteration 18Q: 3 clusters Score -43588.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43590.269531 Penalty: 601.082092
	Iteration 19Q: 3 clusters Score -43590.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43593.183594 Penalty: 601.082092
	Iteration 20F: 3 clusters Score -43593.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43595.722656 Penalty: 601.082092
	Iteration 21Q: 3 clusters Score -43595.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43597.421875 Penalty: 601.082092
	Iteration 22Q: 3 clusters Score -43597.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -43598.796875 Penalty: 601.082092
	Iteration 23Q: 3 clusters Score -43598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43602.285156 Penalty: 601.082092
	Iteration 24Q: 3 clusters Score -43602.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -43606.667969 Penalty: 601.082092
	Iteration 25Q: 3 clusters Score -43606.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43610.453125 Penalty: 601.082092
	Iteration 26Q: 3 clusters Score -43610.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43614.156250 Penalty: 601.082092
	Iteration 27Q: 3 clusters Score -43614.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43616.445312 Penalty: 601.082092
	Iteration 28Q: 3 clusters Score -43616.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43616.937500 Penalty: 601.082092
	Iteration 29Q: 3 clusters Score -43616.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43616.937500 Penalty: 601.082092
	Iteration 30F: 3 clusters Score -43616.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -7913.556641 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -7913.557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7664.372559 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -7664.373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7744.896973 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -7744.897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7770.164551 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -7770.165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7775.826660 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -7775.827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7776.904297 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -7776.904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7778.099609 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -7778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7780.124512 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -7780.125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7783.321289 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -7783.321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7784.032715 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -7784.033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7784.032715 Penalty: 467.891388
	Iteration 9F: 3 clusters Score -7784.033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 2048 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13732 members 
Mstep: Class 6 contains 125210 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 50045 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4784 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061532.000000 Penalty: 14109.168945
Iteration 119Q: 25 clusters Score -2.306153e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164087 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13687 members 
Mstep: Class 6 contains 125331 members 
Mstep: Class 7 contains 4366 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49954 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 20364 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4791 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061426.000000 Penalty: 14109.168945
Iteration 120F: 25 clusters Score -2.306143e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13648 members 
Mstep: Class 6 contains 125411 members 
Mstep: Class 7 contains 4395 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49852 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 20211 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4796 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061424.000000 Penalty: 14109.168945
Iteration 121Q: 25 clusters Score -2.306142e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13599 members 
Mstep: Class 6 contains 125491 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49746 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7777 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4804 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061294.000000 Penalty: 14109.168945
Iteration 122Q: 25 clusters Score -2.306129e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164581 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13549 members 
Mstep: Class 6 contains 125577 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49660 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7778 members 
Mstep: Class 20 contains 19939 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061278.000000 Penalty: 14109.168945
Iteration 123Q: 25 clusters Score -2.306128e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13510 members 
Mstep: Class 6 contains 125637 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49568 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 19801 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4800 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061266.000000 Penalty: 14109.168945
Iteration 124Q: 25 clusters Score -2.306127e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13464 members 
Mstep: Class 6 contains 125695 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49479 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 19677 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4798 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061120.000000 Penalty: 14109.168945
Iteration 125Q: 25 clusters Score -2.306112e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165065 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13425 members 
Mstep: Class 6 contains 125721 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49411 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 19566 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4798 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061122.000000 Penalty: 14109.168945
Iteration 126Q: 25 clusters Score -2.306112e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 3694 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13398 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49355 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 19472 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061186.000000 Penalty: 14109.168945
Iteration 127Q: 25 clusters Score -2.306119e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165238 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 3685 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13353 members 
Mstep: Class 6 contains 125816 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49320 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 19380 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4817 members 
Mstep: Class 23 contains 741 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061136.000000 Penalty: 14109.168945
Iteration 128Q: 25 clusters Score -2.306114e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 3683 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13294 members 
Mstep: Class 6 contains 125861 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49273 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7777 members 
Mstep: Class 20 contains 19275 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 4833 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061098.000000 Penalty: 14109.168945
Iteration 129Q: 25 clusters Score -2.30611e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165466 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 3683 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13241 members 
Mstep: Class 6 contains 125903 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49209 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 19175 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4847 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061094.000000 Penalty: 14109.168945
Iteration 130Q: 25 clusters Score -2.306109e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13192 members 
Mstep: Class 6 contains 125968 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49142 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 19098 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4856 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061098.000000 Penalty: 14109.168945
Iteration 131Q: 25 clusters Score -2.30611e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165621 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 3689 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13152 members 
Mstep: Class 6 contains 126032 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49087 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 19017 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 747 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061122.000000 Penalty: 14109.168945
Iteration 132Q: 25 clusters Score -2.306112e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13122 members 
Mstep: Class 6 contains 126123 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 49022 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 18946 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4884 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061164.000000 Penalty: 14109.168945
Iteration 133Q: 25 clusters Score -2.306116e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13070 members 
Mstep: Class 6 contains 126214 members 
Mstep: Class 7 contains 4445 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 48960 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 18849 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4886 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061042.000000 Penalty: 14109.168945
Iteration 134Q: 25 clusters Score -2.306104e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 3715 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13038 members 
Mstep: Class 6 contains 126269 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 48905 members 
Mstep: Class 10 contains 335 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 18756 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 752 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061080.000000 Penalty: 14109.168945
Iteration 135Q: 25 clusters Score -2.306108e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 3715 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 126314 members 
Mstep: Class 7 contains 4372 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 48855 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 18683 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 757 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061118.000000 Penalty: 14109.168945
Iteration 136Q: 25 clusters Score -2.306112e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12981 members 
Mstep: Class 6 contains 126321 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 48813 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 18582 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4890 members 
Mstep: Class 23 contains 765 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061244.000000 Penalty: 14109.168945
Iteration 137Q: 25 clusters Score -2.306124e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166189 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12952 members 
Mstep: Class 6 contains 126317 members 
Mstep: Class 7 contains 4314 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48741 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 18506 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061170.000000 Penalty: 14109.168945
Iteration 138Q: 25 clusters Score -2.306117e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12918 members 
Mstep: Class 6 contains 126329 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48655 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 18456 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 4890 members 
Mstep: Class 23 contains 772 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061198.000000 Penalty: 14109.168945
Iteration 139Q: 25 clusters Score -2.30612e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 2839 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12882 members 
Mstep: Class 6 contains 126345 members 
Mstep: Class 7 contains 4281 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48558 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 18425 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 4884 members 
Mstep: Class 23 contains 777 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061190.000000 Penalty: 14109.168945
Iteration 140F: 25 clusters Score -2.306119e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12840 members 
Mstep: Class 6 contains 126367 members 
Mstep: Class 7 contains 4264 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48484 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 18365 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 4881 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061190.000000 Penalty: 14109.168945
Iteration 141Q: 25 clusters Score -2.306119e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 126393 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48406 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 18295 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 787 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061230.000000 Penalty: 14109.168945
Iteration 142Q: 25 clusters Score -2.306123e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12713 members 
Mstep: Class 6 contains 126458 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48321 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 18214 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4876 members 
Mstep: Class 23 contains 792 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061268.000000 Penalty: 14109.168945
Iteration 143Q: 25 clusters Score -2.306127e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12661 members 
Mstep: Class 6 contains 126497 members 
Mstep: Class 7 contains 4294 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48243 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 196 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061226.000000 Penalty: 14109.168945
Iteration 144Q: 25 clusters Score -2.306123e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 3780 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12603 members 
Mstep: Class 6 contains 126516 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48177 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 18041 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 801 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061236.000000 Penalty: 14109.168945
Iteration 145Q: 25 clusters Score -2.306124e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 3325 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12554 members 
Mstep: Class 6 contains 126522 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48117 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 17954 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 802 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061166.000000 Penalty: 14109.168945
Iteration 146Q: 25 clusters Score -2.306117e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166884 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12528 members 
Mstep: Class 6 contains 126520 members 
Mstep: Class 7 contains 4333 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 48061 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 17881 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4865 members 
Mstep: Class 23 contains 809 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061198.000000 Penalty: 14109.168945
Iteration 147Q: 25 clusters Score -2.30612e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166942 members 
Mstep: Class 2 contains 3505 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12494 members 
Mstep: Class 6 contains 126536 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47995 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 17797 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4865 members 
Mstep: Class 23 contains 818 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061174.000000 Penalty: 14109.168945
Iteration 148Q: 25 clusters Score -2.306117e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 3 contains 3798 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12457 members 
Mstep: Class 6 contains 126612 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47928 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 17703 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 824 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061092.000000 Penalty: 14109.168945
Iteration 149Q: 25 clusters Score -2.306109e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12432 members 
Mstep: Class 6 contains 126662 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47860 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 17610 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061056.000000 Penalty: 14109.168945
Iteration 150Q: 25 clusters Score -2.306106e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12413 members 
Mstep: Class 6 contains 126706 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47806 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 17517 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061058.000000 Penalty: 14109.168945
Iteration 151Q: 25 clusters Score -2.306106e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 126736 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47738 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 17432 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 837 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060998.000000 Penalty: 14109.168945
Iteration 152Q: 25 clusters Score -2.3061e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166989 members 
Mstep: Class 2 contains 4036 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12385 members 
Mstep: Class 6 contains 126770 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47663 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 17357 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4894 members 
Mstep: Class 23 contains 841 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061042.000000 Penalty: 14109.168945
Iteration 153Q: 25 clusters Score -2.306104e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 4143 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 126776 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47592 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 17282 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061004.000000 Penalty: 14109.168945
Iteration 154Q: 25 clusters Score -2.3061e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167098 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 126763 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47527 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 17205 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 4894 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061076.000000 Penalty: 14109.168945
Iteration 155Q: 25 clusters Score -2.306108e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167155 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12284 members 
Mstep: Class 6 contains 126781 members 
Mstep: Class 7 contains 4393 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47469 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7788 members 
Mstep: Class 20 contains 17101 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 4898 members 
Mstep: Class 23 contains 844 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061012.000000 Penalty: 14109.168945
Iteration 156Q: 25 clusters Score -2.306101e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167161 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12259 members 
Mstep: Class 6 contains 126838 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47405 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7790 members 
Mstep: Class 20 contains 17011 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4906 members 
Mstep: Class 23 contains 844 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061040.000000 Penalty: 14109.168945
Iteration 157Q: 25 clusters Score -2.306104e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167186 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12221 members 
Mstep: Class 6 contains 126895 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47333 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7792 members 
Mstep: Class 20 contains 16923 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060992.000000 Penalty: 14109.168945
Iteration 158Q: 25 clusters Score -2.306099e+07 nChanged 806
Entering ConstructFrom: 
Score: -23060992.000000 Penalty: 14109.168945
Entering ConstructFrom: 
Trying to split cluster 1 (167193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Entering Unmasked Estep 
Score: -9833762.000000 Penalty: 547.224121
	Iteration 0F: 2 clusters Score -9833762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -9727788.000000 Penalty: 1094.448242
	Iteration 0F: 3 clusters Score -9727788 nChanged 82234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -9781077.000000 Penalty: 1094.448242
	Iteration 1F: 3 clusters Score -9781077 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -9785641.000000 Penalty: 1094.448242
	Iteration 2F: 3 clusters Score -9785641 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 97234 members 
Entering Unmasked Estep 
Score: -9792607.000000 Penalty: 1094.448242
	Iteration 3F: 3 clusters Score -9792607 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -9802229.000000 Penalty: 1094.448242
	Iteration 4F: 3 clusters Score -9802229 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -9810548.000000 Penalty: 1094.448242
	Iteration 5F: 3 clusters Score -9810548 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 110163 members 
Entering Unmasked Estep 
Score: -9814356.000000 Penalty: 1094.448242
	Iteration 6Q: 3 clusters Score -9814356 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -9815743.000000 Penalty: 1094.448242
	Iteration 7Q: 3 clusters Score -9815743 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 115530 members 
Entering Unmasked Estep 
Score: -9816643.000000 Penalty: 1094.448242
	Iteration 8Q: 3 clusters Score -9816643 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 118261 members 
Entering Unmasked Estep 
Score: -9817529.000000 Penalty: 1094.448242
	Iteration 9Q: 3 clusters Score -9817529 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -9818370.000000 Penalty: 1094.448242
	Iteration 10Q: 3 clusters Score -9818370 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 124204 members 
Entering Unmasked Estep 
Score: -9819455.000000 Penalty: 1094.448242
	Iteration 11Q: 3 clusters Score -9819455 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 127333 members 
Entering Unmasked Estep 
Score: -9820658.000000 Penalty: 1094.448242
	Iteration 12Q: 3 clusters Score -9820658 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 130559 members 
Entering Unmasked Estep 
Score: -9821890.000000 Penalty: 1094.448242
	Iteration 13Q: 3 clusters Score -9821890 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 133817 members 
Entering Unmasked Estep 
Score: -9823208.000000 Penalty: 1094.448242
	Iteration 14Q: 3 clusters Score -9823208 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -9824518.000000 Penalty: 1094.448242
	Iteration 15Q: 3 clusters Score -9824518 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 140412 members 
Entering Unmasked Estep 
Score: -9825845.000000 Penalty: 1094.448242
	Iteration 16Q: 3 clusters Score -9825845 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -9827018.000000 Penalty: 1094.448242
	Iteration 17Q: 3 clusters Score -9827018 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 146740 members 
Entering Unmasked Estep 
Score: -9828278.000000 Penalty: 1094.448242
	Iteration 18Q: 3 clusters Score -9828278 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -9829256.000000 Penalty: 1094.448242
	Iteration 19Q: 3 clusters Score -9829256 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 152228 members 
Entering Unmasked Estep 
Score: -9830285.000000 Penalty: 1094.448242
	Iteration 20F: 3 clusters Score -9830285 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 154675 members 
Entering Unmasked Estep 
Score: -9831108.000000 Penalty: 1094.448242
	Iteration 21Q: 3 clusters Score -9831108 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 156931 members 
Entering Unmasked Estep 
Score: -9831897.000000 Penalty: 1094.448242
	Iteration 22Q: 3 clusters Score -9831897 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 158926 members 
Entering Unmasked Estep 
Score: -9832479.000000 Penalty: 1094.448242
	Iteration 23Q: 3 clusters Score -9832479 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -9832842.000000 Penalty: 1094.448242
	Iteration 24Q: 3 clusters Score -9832842 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -9833237.000000 Penalty: 1094.448242
	Iteration 25Q: 3 clusters Score -9833237 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -9833529.000000 Penalty: 1094.448242
	Iteration 26Q: 3 clusters Score -9833529 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 163761 members 
Entering Unmasked Estep 
Score: -9833658.000000 Penalty: 1094.448242
	Iteration 27Q: 3 clusters Score -9833658 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -9833724.000000 Penalty: 1094.448242
	Iteration 28Q: 3 clusters Score -9833724 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 164832 members 
Entering Unmasked Estep 
Score: -9833720.000000 Penalty: 1094.448242
	Iteration 29Q: 3 clusters Score -9833720 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -9833781.000000 Penalty: 1094.448242
	Iteration 30Q: 3 clusters Score -9833781 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -9833750.000000 Penalty: 1094.448242
	Iteration 31Q: 3 clusters Score -9833750 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -9833737.000000 Penalty: 1094.448242
	Iteration 32Q: 3 clusters Score -9833737 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 165794 members 
Entering Unmasked Estep 
Score: -9833759.000000 Penalty: 1094.448242
	Iteration 33Q: 3 clusters Score -9833759 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -9833739.000000 Penalty: 1094.448242
	Iteration 34Q: 3 clusters Score -9833739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -9833714.000000 Penalty: 1094.448242
	Iteration 35Q: 3 clusters Score -9833714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -9833686.000000 Penalty: 1094.448242
	Iteration 36Q: 3 clusters Score -9833686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 166157 members 
Entering Unmasked Estep 
Score: -9833686.000000 Penalty: 1094.448242
	Iteration 37Q: 3 clusters Score -9833686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -9833704.000000 Penalty: 1094.448242
	Iteration 38Q: 3 clusters Score -9833704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 166238 members 
Entering Unmasked Estep 
Score: -9833698.000000 Penalty: 1094.448242
	Iteration 39Q: 3 clusters Score -9833698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 166278 members 
Entering Unmasked Estep 
Score: -9833712.000000 Penalty: 1094.448242
	Iteration 40F: 3 clusters Score -9833712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 166315 members 
Entering Unmasked Estep 
Score: -9833724.000000 Penalty: 1094.448242
	Iteration 41Q: 3 clusters Score -9833724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 166340 members 
Entering Unmasked Estep 
Score: -9833687.000000 Penalty: 1094.448242
	Iteration 42Q: 3 clusters Score -9833687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 166362 members 
Entering Unmasked Estep 
Score: -9833687.000000 Penalty: 1094.448242
	Iteration 43Q: 3 clusters Score -9833687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 166381 members 
Entering Unmasked Estep 
Score: -9833679.000000 Penalty: 1094.448242
	Iteration 44Q: 3 clusters Score -9833679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -9833661.000000 Penalty: 1094.448242
	Iteration 45Q: 3 clusters Score -9833661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -9833650.000000 Penalty: 1094.448242
	Iteration 46Q: 3 clusters Score -9833650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -9833639.000000 Penalty: 1094.448242
	Iteration 47Q: 3 clusters Score -9833639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 166418 members 
Entering Unmasked Estep 
Score: -9833634.000000 Penalty: 1094.448242
	Iteration 48Q: 3 clusters Score -9833634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -9833609.000000 Penalty: 1094.448242
	Iteration 49Q: 3 clusters Score -9833609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -9833622.000000 Penalty: 1094.448242
	Iteration 50Q: 3 clusters Score -9833622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 166433 members 
Entering Unmasked Estep 
Score: -9833613.000000 Penalty: 1094.448242
	Iteration 51Q: 3 clusters Score -9833613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 166436 members 
Entering Unmasked Estep 
Score: -9833632.000000 Penalty: 1094.448242
	Iteration 52Q: 3 clusters Score -9833632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 166436 members 
Entering Unmasked Estep 
Score: -9833629.000000 Penalty: 1094.448242
	Iteration 53Q: 3 clusters Score -9833629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -9833639.000000 Penalty: 1094.448242
	Iteration 54Q: 3 clusters Score -9833639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 166436 members 
Entering Unmasked Estep 
Score: -9833638.000000 Penalty: 1094.448242
	Iteration 55Q: 3 clusters Score -9833638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -9833629.000000 Penalty: 1094.448242
	Iteration 56Q: 3 clusters Score -9833629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -9833619.000000 Penalty: 1094.448242
	Iteration 57Q: 3 clusters Score -9833619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 166474 members 
Entering Unmasked Estep 
Score: -9833637.000000 Penalty: 1094.448242
	Iteration 58Q: 3 clusters Score -9833637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 166481 members 
Entering Unmasked Estep 
Score: -9833628.000000 Penalty: 1094.448242
	Iteration 59Q: 3 clusters Score -9833628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -9833636.000000 Penalty: 1094.448242
	Iteration 60F: 3 clusters Score -9833636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 166512 members 
Entering Unmasked Estep 
Score: -9833626.000000 Penalty: 1094.448242
	Iteration 61Q: 3 clusters Score -9833626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -9833621.000000 Penalty: 1094.448242
	Iteration 62Q: 3 clusters Score -9833621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 166528 members 
Entering Unmasked Estep 
Score: -9833622.000000 Penalty: 1094.448242
	Iteration 63Q: 3 clusters Score -9833622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 166533 members 
Entering Unmasked Estep 
Score: -9833613.000000 Penalty: 1094.448242
	Iteration 64Q: 3 clusters Score -9833613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 166535 members 
Entering Unmasked Estep 
Score: -9833609.000000 Penalty: 1094.448242
	Iteration 65Q: 3 clusters Score -9833609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 166544 members 
Entering Unmasked Estep 
Score: -9833599.000000 Penalty: 1094.448242
	Iteration 66Q: 3 clusters Score -9833599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 166546 members 
Entering Unmasked Estep 
Score: -9833597.000000 Penalty: 1094.448242
	Iteration 67Q: 3 clusters Score -9833597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -9833604.000000 Penalty: 1094.448242
	Iteration 68Q: 3 clusters Score -9833604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 166567 members 
Entering Unmasked Estep 
Score: -9833610.000000 Penalty: 1094.448242
	Iteration 69Q: 3 clusters Score -9833610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 166576 members 
Entering Unmasked Estep 
Score: -9833600.000000 Penalty: 1094.448242
	Iteration 70Q: 3 clusters Score -9833600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -9833588.000000 Penalty: 1094.448242
	Iteration 71Q: 3 clusters Score -9833588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 166598 members 
Entering Unmasked Estep 
Score: -9833589.000000 Penalty: 1094.448242
	Iteration 72Q: 3 clusters Score -9833589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -9833579.000000 Penalty: 1094.448242
	Iteration 73Q: 3 clusters Score -9833579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 166618 members 
Entering Unmasked Estep 
Score: -9833590.000000 Penalty: 1094.448242
	Iteration 74Q: 3 clusters Score -9833590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -9833585.000000 Penalty: 1094.448242
	Iteration 75Q: 3 clusters Score -9833585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 166638 members 
Entering Unmasked Estep 
Score: -9833584.000000 Penalty: 1094.448242
	Iteration 76Q: 3 clusters Score -9833584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -9833589.000000 Penalty: 1094.448242
	Iteration 77Q: 3 clusters Score -9833589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -9833583.000000 Penalty: 1094.448242
	Iteration 78Q: 3 clusters Score -9833583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 166663 members 
Entering Unmasked Estep 
Score: -9833580.000000 Penalty: 1094.448242
	Iteration 79Q: 3 clusters Score -9833580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -9833591.000000 Penalty: 1094.448242
	Iteration 80F: 3 clusters Score -9833591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -9833594.000000 Penalty: 1094.448242
	Iteration 81Q: 3 clusters Score -9833594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 166672 members 
Entering Unmasked Estep 
Score: -9833572.000000 Penalty: 1094.448242
	Iteration 82Q: 3 clusters Score -9833572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -9833580.000000 Penalty: 1094.448242
	Iteration 83Q: 3 clusters Score -9833580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -9833573.000000 Penalty: 1094.448242
	Iteration 84Q: 3 clusters Score -9833573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 166686 members 
Entering Unmasked Estep 
Score: -9833572.000000 Penalty: 1094.448242
	Iteration 85Q: 3 clusters Score -9833572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 166692 members 
Entering Unmasked Estep 
Score: -9833572.000000 Penalty: 1094.448242
	Iteration 86Q: 3 clusters Score -9833572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 166694 members 
Entering Unmasked Estep 
Score: -9833563.000000 Penalty: 1094.448242
	Iteration 87Q: 3 clusters Score -9833563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 166698 members 
Entering Unmasked Estep 
Score: -9833566.000000 Penalty: 1094.448242
	Iteration 88Q: 3 clusters Score -9833566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 166700 members 
Entering Unmasked Estep 
Score: -9833574.000000 Penalty: 1094.448242
	Iteration 89Q: 3 clusters Score -9833574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -9833572.000000 Penalty: 1094.448242
	Iteration 90Q: 3 clusters Score -9833572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -9833564.000000 Penalty: 1094.448242
	Iteration 91Q: 3 clusters Score -9833564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -9833564.000000 Penalty: 1094.448242
	Iteration 92F: 3 clusters Score -9833564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -298423.093750 Penalty: 384.337830
	Iteration 0F: 2 clusters Score -298423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -295279.562500 Penalty: 768.675659
	Iteration 0F: 3 clusters Score -295279.6 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -296464.906250 Penalty: 768.675659
	Iteration 1F: 3 clusters Score -296464.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -296593.031250 Penalty: 768.675659
	Iteration 2F: 3 clusters Score -296593 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -296718.312500 Penalty: 768.675659
	Iteration 3F: 3 clusters Score -296718.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -296877.562500 Penalty: 768.675659
	Iteration 4F: 3 clusters Score -296877.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -297048.968750 Penalty: 768.675659
	Iteration 5F: 3 clusters Score -297049 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -297229.343750 Penalty: 768.675659
	Iteration 6F: 3 clusters Score -297229.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -297385.562500 Penalty: 768.675659
	Iteration 7F: 3 clusters Score -297385.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -297503.781250 Penalty: 768.675659
	Iteration 8Q: 3 clusters Score -297503.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -297566.812500 Penalty: 768.675659
	Iteration 9Q: 3 clusters Score -297566.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -297607.093750 Penalty: 768.675659
	Iteration 10Q: 3 clusters Score -297607.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -297638.125000 Penalty: 768.675659
	Iteration 11Q: 3 clusters Score -297638.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -297655.031250 Penalty: 768.675659
	Iteration 12Q: 3 clusters Score -297655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -297664.812500 Penalty: 768.675659
	Iteration 13Q: 3 clusters Score -297664.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -297674.250000 Penalty: 768.675659
	Iteration 14Q: 3 clusters Score -297674.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -297679.406250 Penalty: 768.675659
	Iteration 15Q: 3 clusters Score -297679.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -297684.406250 Penalty: 768.675659
	Iteration 16Q: 3 clusters Score -297684.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -297689.312500 Penalty: 768.675659
	Iteration 17Q: 3 clusters Score -297689.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -297692.593750 Penalty: 768.675659
	Iteration 18Q: 3 clusters Score -297692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -297695.187500 Penalty: 768.675659
	Iteration 19Q: 3 clusters Score -297695.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -297699.531250 Penalty: 768.675659
	Iteration 20F: 3 clusters Score -297699.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -297704.687500 Penalty: 768.675659
	Iteration 21Q: 3 clusters Score -297704.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -297708.718750 Penalty: 768.675659
	Iteration 22Q: 3 clusters Score -297708.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -297712.218750 Penalty: 768.675659
	Iteration 23Q: 3 clusters Score -297712.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -297716.062500 Penalty: 768.675659
	Iteration 24Q: 3 clusters Score -297716.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -297720.781250 Penalty: 768.675659
	Iteration 25Q: 3 clusters Score -297720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -297723.781250 Penalty: 768.675659
	Iteration 26Q: 3 clusters Score -297723.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -297726.562500 Penalty: 768.675659
	Iteration 27Q: 3 clusters Score -297726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -297728.406250 Penalty: 768.675659
	Iteration 28Q: 3 clusters Score -297728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -297729.593750 Penalty: 768.675659
	Iteration 29Q: 3 clusters Score -297729.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -297733.218750 Penalty: 768.675659
	Iteration 30Q: 3 clusters Score -297733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -297735.812500 Penalty: 768.675659
	Iteration 31Q: 3 clusters Score -297735.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -297739.031250 Penalty: 768.675659
	Iteration 32Q: 3 clusters Score -297739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -297742.000000 Penalty: 768.675659
	Iteration 33Q: 3 clusters Score -297742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -297749.093750 Penalty: 768.675659
	Iteration 34Q: 3 clusters Score -297749.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -297760.125000 Penalty: 768.675659
	Iteration 35Q: 3 clusters Score -297760.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -297770.468750 Penalty: 768.675659
	Iteration 36Q: 3 clusters Score -297770.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -297777.218750 Penalty: 768.675659
	Iteration 37Q: 3 clusters Score -297777.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -297782.187500 Penalty: 768.675659
	Iteration 38Q: 3 clusters Score -297782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -297787.093750 Penalty: 768.675659
	Iteration 39Q: 3 clusters Score -297787.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -297792.718750 Penalty: 768.675659
	Iteration 40F: 3 clusters Score -297792.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -297799.468750 Penalty: 768.675659
	Iteration 41Q: 3 clusters Score -297799.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -297806.750000 Penalty: 768.675659
	Iteration 42Q: 3 clusters Score -297806.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -297814.312500 Penalty: 768.675659
	Iteration 43Q: 3 clusters Score -297814.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -297821.968750 Penalty: 768.675659
	Iteration 44Q: 3 clusters Score -297822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -297832.312500 Penalty: 768.675659
	Iteration 45Q: 3 clusters Score -297832.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -297850.781250 Penalty: 768.675659
	Iteration 46Q: 3 clusters Score -297850.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -297868.750000 Penalty: 768.675659
	Iteration 47Q: 3 clusters Score -297868.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -297883.437500 Penalty: 768.675659
	Iteration 48Q: 3 clusters Score -297883.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -297892.812500 Penalty: 768.675659
	Iteration 49Q: 3 clusters Score -297892.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -297898.843750 Penalty: 768.675659
	Iteration 50Q: 3 clusters Score -297898.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -297903.656250 Penalty: 768.675659
	Iteration 51Q: 3 clusters Score -297903.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -297909.625000 Penalty: 768.675659
	Iteration 52Q: 3 clusters Score -297909.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -297916.531250 Penalty: 768.675659
	Iteration 53Q: 3 clusters Score -297916.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -297926.218750 Penalty: 768.675659
	Iteration 54Q: 3 clusters Score -297926.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -297936.000000 Penalty: 768.675659
	Iteration 55Q: 3 clusters Score -297936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -297942.687500 Penalty: 768.675659
	Iteration 56Q: 3 clusters Score -297942.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -297953.125000 Penalty: 768.675659
	Iteration 57Q: 3 clusters Score -297953.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -297965.062500 Penalty: 768.675659
	Iteration 58Q: 3 clusters Score -297965.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -297975.406250 Penalty: 768.675659
	Iteration 59Q: 3 clusters Score -297975.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -297983.281250 Penalty: 768.675659
	Iteration 60F: 3 clusters Score -297983.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -297992.000000 Penalty: 768.675659
	Iteration 61Q: 3 clusters Score -297992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -297998.218750 Penalty: 768.675659
	Iteration 62Q: 3 clusters Score -297998.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -298003.875000 Penalty: 768.675659
	Iteration 63Q: 3 clusters Score -298003.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -298008.156250 Penalty: 768.675659
	Iteration 64Q: 3 clusters Score -298008.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -298012.250000 Penalty: 768.675659
	Iteration 65Q: 3 clusters Score -298012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -298014.375000 Penalty: 768.675659
	Iteration 66Q: 3 clusters Score -298014.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -298019.125000 Penalty: 768.675659
	Iteration 67Q: 3 clusters Score -298019.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -298022.062500 Penalty: 768.675659
	Iteration 68Q: 3 clusters Score -298022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -298024.156250 Penalty: 768.675659
	Iteration 69Q: 3 clusters Score -298024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -298027.156250 Penalty: 768.675659
	Iteration 70Q: 3 clusters Score -298027.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -298031.531250 Penalty: 768.675659
	Iteration 71Q: 3 clusters Score -298031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -298036.375000 Penalty: 768.675659
	Iteration 72Q: 3 clusters Score -298036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -298039.718750 Penalty: 768.675659
	Iteration 73Q: 3 clusters Score -298039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -298042.093750 Penalty: 768.675659
	Iteration 74Q: 3 clusters Score -298042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -298043.687500 Penalty: 768.675659
	Iteration 75Q: 3 clusters Score -298043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -298045.406250 Penalty: 768.675659
	Iteration 76Q: 3 clusters Score -298045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -298047.562500 Penalty: 768.675659
	Iteration 77Q: 3 clusters Score -298047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -298049.281250 Penalty: 768.675659
	Iteration 78Q: 3 clusters Score -298049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -298050.937500 Penalty: 768.675659
	Iteration 79Q: 3 clusters Score -298050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -298052.343750 Penalty: 768.675659
	Iteration 80F: 3 clusters Score -298052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -298054.437500 Penalty: 768.675659
	Iteration 81Q: 3 clusters Score -298054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -298056.281250 Penalty: 768.675659
	Iteration 82Q: 3 clusters Score -298056.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -298057.968750 Penalty: 768.675659
	Iteration 83Q: 3 clusters Score -298058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -298058.625000 Penalty: 768.675659
	Iteration 84Q: 3 clusters Score -298058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -298059.218750 Penalty: 768.675659
	Iteration 85Q: 3 clusters Score -298059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -298060.000000 Penalty: 768.675659
	Iteration 86Q: 3 clusters Score -298060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -298062.000000 Penalty: 768.675659
	Iteration 87Q: 3 clusters Score -298062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -298063.406250 Penalty: 768.675659
	Iteration 88Q: 3 clusters Score -298063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -298063.843750 Penalty: 768.675659
	Iteration 89Q: 3 clusters Score -298063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -298064.281250 Penalty: 768.675659
	Iteration 90Q: 3 clusters Score -298064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -298064.875000 Penalty: 768.675659
	Iteration 91Q: 3 clusters Score -298064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -298064.875000 Penalty: 768.675659
	Iteration 92F: 3 clusters Score -298064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -201841.750000 Penalty: 375.009460
	Iteration 0F: 2 clusters Score -201841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -199245.171875 Penalty: 750.018921
	Iteration 0F: 3 clusters Score -199245.2 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -200266.375000 Penalty: 750.018921
	Iteration 1F: 3 clusters Score -200266.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -200451.281250 Penalty: 750.018921
	Iteration 2F: 3 clusters Score -200451.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -200617.687500 Penalty: 750.018921
	Iteration 3F: 3 clusters Score -200617.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -200753.296875 Penalty: 750.018921
	Iteration 4F: 3 clusters Score -200753.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -200846.031250 Penalty: 750.018921
	Iteration 5F: 3 clusters Score -200846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -200917.375000 Penalty: 750.018921
	Iteration 6Q: 3 clusters Score -200917.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -200968.421875 Penalty: 750.018921
	Iteration 7Q: 3 clusters Score -200968.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -200993.765625 Penalty: 750.018921
	Iteration 8Q: 3 clusters Score -200993.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -201008.375000 Penalty: 750.018921
	Iteration 9Q: 3 clusters Score -201008.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -201017.109375 Penalty: 750.018921
	Iteration 10Q: 3 clusters Score -201017.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -201025.625000 Penalty: 750.018921
	Iteration 11Q: 3 clusters Score -201025.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -201031.906250 Penalty: 750.018921
	Iteration 12Q: 3 clusters Score -201031.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -201039.250000 Penalty: 750.018921
	Iteration 13Q: 3 clusters Score -201039.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -201044.046875 Penalty: 750.018921
	Iteration 14Q: 3 clusters Score -201044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -201050.843750 Penalty: 750.018921
	Iteration 15Q: 3 clusters Score -201050.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -201054.906250 Penalty: 750.018921
	Iteration 16Q: 3 clusters Score -201054.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -201059.156250 Penalty: 750.018921
	Iteration 17Q: 3 clusters Score -201059.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -201063.578125 Penalty: 750.018921
	Iteration 18Q: 3 clusters Score -201063.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -201065.953125 Penalty: 750.018921
	Iteration 19Q: 3 clusters Score -201066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -201068.500000 Penalty: 750.018921
	Iteration 20F: 3 clusters Score -201068.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -201072.953125 Penalty: 750.018921
	Iteration 21Q: 3 clusters Score -201073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -201078.031250 Penalty: 750.018921
	Iteration 22Q: 3 clusters Score -201078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -201083.328125 Penalty: 750.018921
	Iteration 23Q: 3 clusters Score -201083.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -201088.187500 Penalty: 750.018921
	Iteration 24Q: 3 clusters Score -201088.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -201092.453125 Penalty: 750.018921
	Iteration 25Q: 3 clusters Score -201092.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -201096.437500 Penalty: 750.018921
	Iteration 26Q: 3 clusters Score -201096.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -201102.250000 Penalty: 750.018921
	Iteration 27Q: 3 clusters Score -201102.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -201109.203125 Penalty: 750.018921
	Iteration 28Q: 3 clusters Score -201109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -201115.062500 Penalty: 750.018921
	Iteration 29Q: 3 clusters Score -201115.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -201119.109375 Penalty: 750.018921
	Iteration 30Q: 3 clusters Score -201119.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -201120.640625 Penalty: 750.018921
	Iteration 31Q: 3 clusters Score -201120.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -201121.531250 Penalty: 750.018921
	Iteration 32Q: 3 clusters Score -201121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -201123.578125 Penalty: 750.018921
	Iteration 33Q: 3 clusters Score -201123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -201124.093750 Penalty: 750.018921
	Iteration 34Q: 3 clusters Score -201124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -201124.406250 Penalty: 750.018921
	Iteration 35Q: 3 clusters Score -201124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -201125.109375 Penalty: 750.018921
	Iteration 36Q: 3 clusters Score -201125.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -201125.281250 Penalty: 750.018921
	Iteration 37Q: 3 clusters Score -201125.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -201126.203125 Penalty: 750.018921
	Iteration 38Q: 3 clusters Score -201126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -201126.625000 Penalty: 750.018921
	Iteration 39Q: 3 clusters Score -201126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -201126.734375 Penalty: 750.018921
	Iteration 40F: 3 clusters Score -201126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -201127.812500 Penalty: 750.018921
	Iteration 41Q: 3 clusters Score -201127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -201129.031250 Penalty: 750.018921
	Iteration 42Q: 3 clusters Score -201129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -201132.640625 Penalty: 750.018921
	Iteration 43Q: 3 clusters Score -201132.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -201135.671875 Penalty: 750.018921
	Iteration 44Q: 3 clusters Score -201135.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -201138.718750 Penalty: 750.018921
	Iteration 45Q: 3 clusters Score -201138.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -201142.187500 Penalty: 750.018921
	Iteration 46Q: 3 clusters Score -201142.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -201145.437500 Penalty: 750.018921
	Iteration 47Q: 3 clusters Score -201145.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -201149.765625 Penalty: 750.018921
	Iteration 48Q: 3 clusters Score -201149.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -201155.078125 Penalty: 750.018921
	Iteration 49Q: 3 clusters Score -201155.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -201161.578125 Penalty: 750.018921
	Iteration 50Q: 3 clusters Score -201161.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -201170.578125 Penalty: 750.018921
	Iteration 51Q: 3 clusters Score -201170.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -201180.109375 Penalty: 750.018921
	Iteration 52Q: 3 clusters Score -201180.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -201190.750000 Penalty: 750.018921
	Iteration 53Q: 3 clusters Score -201190.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -201208.859375 Penalty: 750.018921
	Iteration 54Q: 3 clusters Score -201208.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -201222.484375 Penalty: 750.018921
	Iteration 55Q: 3 clusters Score -201222.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -201231.078125 Penalty: 750.018921
	Iteration 56Q: 3 clusters Score -201231.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -201245.281250 Penalty: 750.018921
	Iteration 57Q: 3 clusters Score -201245.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -201259.250000 Penalty: 750.018921
	Iteration 58Q: 3 clusters Score -201259.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -201274.296875 Penalty: 750.018921
	Iteration 59Q: 3 clusters Score -201274.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -201289.375000 Penalty: 750.018921
	Iteration 60F: 3 clusters Score -201289.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -201305.953125 Penalty: 750.018921
	Iteration 61Q: 3 clusters Score -201306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -201324.625000 Penalty: 750.018921
	Iteration 62Q: 3 clusters Score -201324.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -201348.359375 Penalty: 750.018921
	Iteration 63Q: 3 clusters Score -201348.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -201376.812500 Penalty: 750.018921
	Iteration 64Q: 3 clusters Score -201376.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -201409.125000 Penalty: 750.018921
	Iteration 65Q: 3 clusters Score -201409.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -201434.437500 Penalty: 750.018921
	Iteration 66Q: 3 clusters Score -201434.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -201453.781250 Penalty: 750.018921
	Iteration 67Q: 3 clusters Score -201453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -201464.187500 Penalty: 750.018921
	Iteration 68Q: 3 clusters Score -201464.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -201481.203125 Penalty: 750.018921
	Iteration 69Q: 3 clusters Score -201481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -201491.234375 Penalty: 750.018921
	Iteration 70Q: 3 clusters Score -201491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -201496.046875 Penalty: 750.018921
	Iteration 71Q: 3 clusters Score -201496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -201503.031250 Penalty: 750.018921
	Iteration 72Q: 3 clusters Score -201503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -201511.906250 Penalty: 750.018921
	Iteration 73Q: 3 clusters Score -201511.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -201522.906250 Penalty: 750.018921
	Iteration 74Q: 3 clusters Score -201522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -201530.625000 Penalty: 750.018921
	Iteration 75Q: 3 clusters Score -201530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -201536.375000 Penalty: 750.018921
	Iteration 76Q: 3 clusters Score -201536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -201541.468750 Penalty: 750.018921
	Iteration 77Q: 3 clusters Score -201541.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -201545.484375 Penalty: 750.018921
	Iteration 78Q: 3 clusters Score -201545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -201547.031250 Penalty: 750.018921
	Iteration 79Q: 3 clusters Score -201547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -201549.812500 Penalty: 750.018921
	Iteration 80F: 3 clusters Score -201549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -201552.578125 Penalty: 750.018921
	Iteration 81Q: 3 clusters Score -201552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -201554.578125 Penalty: 750.018921
	Iteration 82Q: 3 clusters Score -201554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -201554.781250 Penalty: 750.018921
	Iteration 83Q: 3 clusters Score -201554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -201555.078125 Penalty: 750.018921
	Iteration 84Q: 3 clusters Score -201555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -201555.437500 Penalty: 750.018921
	Iteration 85Q: 3 clusters Score -201555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -201556.312500 Penalty: 750.018921
	Iteration 86Q: 3 clusters Score -201556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -201556.500000 Penalty: 750.018921
	Iteration 87Q: 3 clusters Score -201556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -201557.250000 Penalty: 750.018921
	Iteration 88Q: 3 clusters Score -201557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -201558.109375 Penalty: 750.018921
	Iteration 89Q: 3 clusters Score -201558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -201558.109375 Penalty: 750.018921
	Iteration 90F: 3 clusters Score -201558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -100999.648438 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100999.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -101412.523438 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101412.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -101479.687500 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101479.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -101533.750000 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101533.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -101591.539062 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -101591.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -101665.617188 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -101665.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -101762.226562 Penalty: 684.044922
	Iteration 6F: 3 clusters Score -101762.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -101895.226562 Penalty: 684.044922
	Iteration 7F: 3 clusters Score -101895.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -101983.679688 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -101983.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -102021.070312 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -102021.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -102051.039062 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -102051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -102071.695312 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -102071.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -102090.484375 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -102090.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -102098.046875 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -102098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -102109.148438 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -102109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -102124.726562 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -102124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -102135.585938 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -102158.601562 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102158.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -102170.109375 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -102173.515625 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -102178.492188 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -102178.734375 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -102178.734375 Penalty: 684.044922
	Iteration 22F: 3 clusters Score -102178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -710816.125000 Penalty: 428.058502
	Iteration 0F: 2 clusters Score -710816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -702737.812500 Penalty: 856.117004
	Iteration 0F: 3 clusters Score -702737.8 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -706704.937500 Penalty: 856.117004
	Iteration 1F: 3 clusters Score -706704.9 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -707584.375000 Penalty: 856.117004
	Iteration 2F: 3 clusters Score -707584.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -708464.562500 Penalty: 856.117004
	Iteration 3F: 3 clusters Score -708464.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -709142.937500 Penalty: 856.117004
	Iteration 4F: 3 clusters Score -709142.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -709550.687500 Penalty: 856.117004
	Iteration 5F: 3 clusters Score -709550.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -709785.125000 Penalty: 856.117004
	Iteration 6Q: 3 clusters Score -709785.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -709965.125000 Penalty: 856.117004
	Iteration 7Q: 3 clusters Score -709965.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -710119.375000 Penalty: 856.117004
	Iteration 8Q: 3 clusters Score -710119.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -710256.625000 Penalty: 856.117004
	Iteration 9Q: 3 clusters Score -710256.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -710398.125000 Penalty: 856.117004
	Iteration 10Q: 3 clusters Score -710398.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -710482.312500 Penalty: 856.117004
	Iteration 11Q: 3 clusters Score -710482.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -710528.750000 Penalty: 856.117004
	Iteration 12Q: 3 clusters Score -710528.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -710562.062500 Penalty: 856.117004
	Iteration 13Q: 3 clusters Score -710562.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -710578.375000 Penalty: 856.117004
	Iteration 14Q: 3 clusters Score -710578.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -710588.375000 Penalty: 856.117004
	Iteration 15Q: 3 clusters Score -710588.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -710597.500000 Penalty: 856.117004
	Iteration 16Q: 3 clusters Score -710597.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -710606.125000 Penalty: 856.117004
	Iteration 17Q: 3 clusters Score -710606.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -710617.375000 Penalty: 856.117004
	Iteration 18Q: 3 clusters Score -710617.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -710620.875000 Penalty: 856.117004
	Iteration 19Q: 3 clusters Score -710620.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -710625.187500 Penalty: 856.117004
	Iteration 20F: 3 clusters Score -710625.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -710629.562500 Penalty: 856.117004
	Iteration 21Q: 3 clusters Score -710629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -710632.187500 Penalty: 856.117004
	Iteration 22Q: 3 clusters Score -710632.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -710634.500000 Penalty: 856.117004
	Iteration 23Q: 3 clusters Score -710634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -710637.437500 Penalty: 856.117004
	Iteration 24Q: 3 clusters Score -710637.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -710637.937500 Penalty: 856.117004
	Iteration 25Q: 3 clusters Score -710637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -710640.062500 Penalty: 856.117004
	Iteration 26Q: 3 clusters Score -710640.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -710640.437500 Penalty: 856.117004
	Iteration 27Q: 3 clusters Score -710640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -710642.500000 Penalty: 856.117004
	Iteration 28Q: 3 clusters Score -710642.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -710646.062500 Penalty: 856.117004
	Iteration 29Q: 3 clusters Score -710646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -710647.250000 Penalty: 856.117004
	Iteration 30Q: 3 clusters Score -710647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -710646.875000 Penalty: 856.117004
	Iteration 31Q: 3 clusters Score -710646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -710648.125000 Penalty: 856.117004
	Iteration 32Q: 3 clusters Score -710648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -710647.937500 Penalty: 856.117004
	Iteration 33Q: 3 clusters Score -710647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -710649.625000 Penalty: 856.117004
	Iteration 34Q: 3 clusters Score -710649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -710649.625000 Penalty: 856.117004
	Iteration 35Q: 3 clusters Score -710649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -710649.062500 Penalty: 856.117004
	Iteration 36Q: 3 clusters Score -710649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -710648.875000 Penalty: 856.117004
	Iteration 37Q: 3 clusters Score -710648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -710649.000000 Penalty: 856.117004
	Iteration 38Q: 3 clusters Score -710649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -710649.000000 Penalty: 856.117004
	Iteration 39F: 3 clusters Score -710649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Entering Unmasked Estep 
Score: -7590866.500000 Penalty: 534.700134
	Iteration 0F: 2 clusters Score -7590866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -7509932.000000 Penalty: 1069.400269
	Iteration 0F: 3 clusters Score -7509932 nChanged 62272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -7550171.500000 Penalty: 1069.400269
	Iteration 1F: 3 clusters Score -7550172 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -7553243.000000 Penalty: 1069.400269
	Iteration 2F: 3 clusters Score -7553243 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -7557940.000000 Penalty: 1069.400269
	Iteration 3F: 3 clusters Score -7557940 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -7564656.500000 Penalty: 1069.400269
	Iteration 4F: 3 clusters Score -7564656 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71771 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -7572138.500000 Penalty: 1069.400269
	Iteration 5F: 3 clusters Score -7572138 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7576918.000000 Penalty: 1069.400269
	Iteration 6F: 3 clusters Score -7576918 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -7578906.500000 Penalty: 1069.400269
	Iteration 7Q: 3 clusters Score -7578906 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7579863.000000 Penalty: 1069.400269
	Iteration 8Q: 3 clusters Score -7579863 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -7580608.000000 Penalty: 1069.400269
	Iteration 9Q: 3 clusters Score -7580608 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -7581350.500000 Penalty: 1069.400269
	Iteration 10Q: 3 clusters Score -7581350 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7582020.500000 Penalty: 1069.400269
	Iteration 11Q: 3 clusters Score -7582020 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -7582663.000000 Penalty: 1069.400269
	Iteration 12Q: 3 clusters Score -7582663 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -7583232.000000 Penalty: 1069.400269
	Iteration 13Q: 3 clusters Score -7583232 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -7583782.000000 Penalty: 1069.400269
	Iteration 14Q: 3 clusters Score -7583782 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 55706 members 
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Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 55251 members 
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Mstep: Class 2 contains 53290 members 
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Mstep: Class 2 contains 52255 members 
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	Iteration 39Q: 3 clusters Score -7585456 nChanged 69
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Mstep: Class 2 contains 51469 members 
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Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7585365 nChanged 37
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	Iteration 64Q: 3 clusters Score -7585343 nChanged 33
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	Iteration 66Q: 3 clusters Score -7585340 nChanged 19
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	Iteration 67Q: 3 clusters Score -7585333 nChanged 13
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	Iteration 76Q: 3 clusters Score -7585338 nChanged 22
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	Iteration 80F: 3 clusters Score -7585354 nChanged 51
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	Iteration 82Q: 3 clusters Score -7585344 nChanged 46
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	Iteration 84Q: 3 clusters Score -7585328 nChanged 46
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	Iteration 93Q: 3 clusters Score -7585333 nChanged 48
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Mstep: Class 2 contains 48188 members 
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Mstep: Class 1 contains 82196 members 
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Entering Unmasked Estep 
Score: -7585006.500000 Penalty: 1069.400269
	Iteration 202Q: 3 clusters Score -7585006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -7585005.500000 Penalty: 1069.400269
	Iteration 203Q: 3 clusters Score -7585006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -7585007.500000 Penalty: 1069.400269
	Iteration 204Q: 3 clusters Score -7585008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -7585017.000000 Penalty: 1069.400269
	Iteration 205Q: 3 clusters Score -7585017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -7585017.000000 Penalty: 1069.400269
	Iteration 206Q: 3 clusters Score -7585017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -7585021.500000 Penalty: 1069.400269
	Iteration 207Q: 3 clusters Score -7585022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -7585022.000000 Penalty: 1069.400269
	Iteration 208Q: 3 clusters Score -7585022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -7585014.000000 Penalty: 1069.400269
	Iteration 209Q: 3 clusters Score -7585014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -7585017.500000 Penalty: 1069.400269
	Iteration 210Q: 3 clusters Score -7585018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -7585019.500000 Penalty: 1069.400269
	Iteration 211Q: 3 clusters Score -7585020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -7585012.500000 Penalty: 1069.400269
	Iteration 212Q: 3 clusters Score -7585012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -7585002.500000 Penalty: 1069.400269
	Iteration 213Q: 3 clusters Score -7585002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -7585006.500000 Penalty: 1069.400269
	Iteration 214Q: 3 clusters Score -7585006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -7585005.500000 Penalty: 1069.400269
	Iteration 215Q: 3 clusters Score -7585006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -7585007.500000 Penalty: 1069.400269
	Iteration 216Q: 3 clusters Score -7585008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -7585001.500000 Penalty: 1069.400269
	Iteration 217Q: 3 clusters Score -7585002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -7585001.000000 Penalty: 1069.400269
	Iteration 218Q: 3 clusters Score -7585001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -7584998.000000 Penalty: 1069.400269
	Iteration 219Q: 3 clusters Score -7584998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -7584999.000000 Penalty: 1069.400269
	Iteration 220F: 3 clusters Score -7584999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -7584993.500000 Penalty: 1069.400269
	Iteration 221Q: 3 clusters Score -7584994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -7585002.000000 Penalty: 1069.400269
	Iteration 222Q: 3 clusters Score -7585002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -7585007.000000 Penalty: 1069.400269
	Iteration 223Q: 3 clusters Score -7585007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -7585001.500000 Penalty: 1069.400269
	Iteration 224Q: 3 clusters Score -7585002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -7584993.500000 Penalty: 1069.400269
	Iteration 225Q: 3 clusters Score -7584994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -7585000.500000 Penalty: 1069.400269
	Iteration 226Q: 3 clusters Score -7585000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -7584997.500000 Penalty: 1069.400269
	Iteration 227Q: 3 clusters Score -7584998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -7585001.000000 Penalty: 1069.400269
	Iteration 228Q: 3 clusters Score -7585001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -7585001.500000 Penalty: 1069.400269
	Iteration 229Q: 3 clusters Score -7585002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -7585006.500000 Penalty: 1069.400269
	Iteration 230Q: 3 clusters Score -7585006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -7585009.000000 Penalty: 1069.400269
	Iteration 231Q: 3 clusters Score -7585009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -7585015.500000 Penalty: 1069.400269
	Iteration 232Q: 3 clusters Score -7585016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -7585010.000000 Penalty: 1069.400269
	Iteration 233Q: 3 clusters Score -7585010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -7584999.000000 Penalty: 1069.400269
	Iteration 234Q: 3 clusters Score -7584999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -7585003.000000 Penalty: 1069.400269
	Iteration 235Q: 3 clusters Score -7585003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -7584991.500000 Penalty: 1069.400269
	Iteration 236Q: 3 clusters Score -7584992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -7584976.000000 Penalty: 1069.400269
	Iteration 237Q: 3 clusters Score -7584976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -7584982.500000 Penalty: 1069.400269
	Iteration 238Q: 3 clusters Score -7584982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -7584984.000000 Penalty: 1069.400269
	Iteration 239Q: 3 clusters Score -7584984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -7584980.000000 Penalty: 1069.400269
	Iteration 240F: 3 clusters Score -7584980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -7584979.500000 Penalty: 1069.400269
	Iteration 241Q: 3 clusters Score -7584980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -7584977.500000 Penalty: 1069.400269
	Iteration 242Q: 3 clusters Score -7584978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -7584980.500000 Penalty: 1069.400269
	Iteration 243Q: 3 clusters Score -7584980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -7584980.500000 Penalty: 1069.400269
	Iteration 244Q: 3 clusters Score -7584980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -7584993.000000 Penalty: 1069.400269
	Iteration 245Q: 3 clusters Score -7584993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -7584986.500000 Penalty: 1069.400269
	Iteration 246Q: 3 clusters Score -7584986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -7584984.500000 Penalty: 1069.400269
	Iteration 247Q: 3 clusters Score -7584984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -7584986.000000 Penalty: 1069.400269
	Iteration 248Q: 3 clusters Score -7584986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -7584986.000000 Penalty: 1069.400269
	Iteration 249Q: 3 clusters Score -7584986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -7584994.500000 Penalty: 1069.400269
	Iteration 250Q: 3 clusters Score -7584994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -7584986.000000 Penalty: 1069.400269
	Iteration 251Q: 3 clusters Score -7584986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -7584978.000000 Penalty: 1069.400269
	Iteration 252Q: 3 clusters Score -7584978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -7584980.000000 Penalty: 1069.400269
	Iteration 253Q: 3 clusters Score -7584980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -7584981.000000 Penalty: 1069.400269
	Iteration 254Q: 3 clusters Score -7584981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -7584979.000000 Penalty: 1069.400269
	Iteration 255Q: 3 clusters Score -7584979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -7584973.000000 Penalty: 1069.400269
	Iteration 256Q: 3 clusters Score -7584973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -7584979.000000 Penalty: 1069.400269
	Iteration 257Q: 3 clusters Score -7584979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -7584988.000000 Penalty: 1069.400269
	Iteration 258Q: 3 clusters Score -7584988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82927 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -7584977.500000 Penalty: 1069.400269
	Iteration 259Q: 3 clusters Score -7584978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -7584972.500000 Penalty: 1069.400269
	Iteration 260F: 3 clusters Score -7584972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -7584972.000000 Penalty: 1069.400269
	Iteration 261Q: 3 clusters Score -7584972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -7584977.000000 Penalty: 1069.400269
	Iteration 262Q: 3 clusters Score -7584977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -7584975.000000 Penalty: 1069.400269
	Iteration 263Q: 3 clusters Score -7584975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -7584981.500000 Penalty: 1069.400269
	Iteration 264Q: 3 clusters Score -7584982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -7584975.000000 Penalty: 1069.400269
	Iteration 265Q: 3 clusters Score -7584975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -7584981.500000 Penalty: 1069.400269
	Iteration 266Q: 3 clusters Score -7584982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -7584975.000000 Penalty: 1069.400269
	Iteration 267Q: 3 clusters Score -7584975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -7584978.000000 Penalty: 1069.400269
	Iteration 268Q: 3 clusters Score -7584978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -7584971.500000 Penalty: 1069.400269
	Iteration 269Q: 3 clusters Score -7584972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -7584973.500000 Penalty: 1069.400269
	Iteration 270Q: 3 clusters Score -7584974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -7584968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -7584968.500000 Penalty: 1069.400269
	Iteration 272F: 3 clusters Score -7584968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -253920.187500 Penalty: 381.870728
	Iteration 0F: 2 clusters Score -253920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -250863.546875 Penalty: 763.741455
	Iteration 0F: 3 clusters Score -250863.5 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -252105.562500 Penalty: 763.741455
	Iteration 1F: 3 clusters Score -252105.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -252269.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -252491.437500 Penalty: 763.741455
	Iteration 3F: 3 clusters Score -252491.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -252743.000000 Penalty: 763.741455
	Iteration 4F: 3 clusters Score -252743 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -252981.828125 Penalty: 763.741455
	Iteration 5F: 3 clusters Score -252981.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -253112.265625 Penalty: 763.741455
	Iteration 6Q: 3 clusters Score -253112.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -253182.062500 Penalty: 763.741455
	Iteration 7Q: 3 clusters Score -253182.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -253228.328125 Penalty: 763.741455
	Iteration 8Q: 3 clusters Score -253228.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -253256.687500 Penalty: 763.741455
	Iteration 9Q: 3 clusters Score -253256.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -253274.687500 Penalty: 763.741455
	Iteration 10Q: 3 clusters Score -253274.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253289.750000 Penalty: 763.741455
	Iteration 11Q: 3 clusters Score -253289.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -253303.609375 Penalty: 763.741455
	Iteration 12Q: 3 clusters Score -253303.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -253314.734375 Penalty: 763.741455
	Iteration 13Q: 3 clusters Score -253314.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -253328.265625 Penalty: 763.741455
	Iteration 14Q: 3 clusters Score -253328.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -253343.062500 Penalty: 763.741455
	Iteration 15Q: 3 clusters Score -253343.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -253359.375000 Penalty: 763.741455
	Iteration 16Q: 3 clusters Score -253359.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -253379.734375 Penalty: 763.741455
	Iteration 17Q: 3 clusters Score -253379.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -253396.812500 Penalty: 763.741455
	Iteration 18Q: 3 clusters Score -253396.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253412.265625 Penalty: 763.741455
	Iteration 19Q: 3 clusters Score -253412.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -253426.937500 Penalty: 763.741455
	Iteration 20F: 3 clusters Score -253426.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253436.843750 Penalty: 763.741455
	Iteration 21Q: 3 clusters Score -253436.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -253443.750000 Penalty: 763.741455
	Iteration 22Q: 3 clusters Score -253443.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -253449.109375 Penalty: 763.741455
	Iteration 23Q: 3 clusters Score -253449.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -253452.000000 Penalty: 763.741455
	Iteration 24Q: 3 clusters Score -253452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -253453.828125 Penalty: 763.741455
	Iteration 25Q: 3 clusters Score -253453.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -253456.656250 Penalty: 763.741455
	Iteration 26Q: 3 clusters Score -253456.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -253459.546875 Penalty: 763.741455
	Iteration 27Q: 3 clusters Score -253459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -253462.578125 Penalty: 763.741455
	Iteration 28Q: 3 clusters Score -253462.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -253469.562500 Penalty: 763.741455
	Iteration 29Q: 3 clusters Score -253469.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -253477.109375 Penalty: 763.741455
	Iteration 30Q: 3 clusters Score -253477.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -253484.500000 Penalty: 763.741455
	Iteration 31Q: 3 clusters Score -253484.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -253494.578125 Penalty: 763.741455
	Iteration 32Q: 3 clusters Score -253494.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -253510.687500 Penalty: 763.741455
	Iteration 33Q: 3 clusters Score -253510.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -253526.578125 Penalty: 763.741455
	Iteration 34Q: 3 clusters Score -253526.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -253540.453125 Penalty: 763.741455
	Iteration 35Q: 3 clusters Score -253540.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -253559.875000 Penalty: 763.741455
	Iteration 36Q: 3 clusters Score -253559.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -253578.359375 Penalty: 763.741455
	Iteration 37Q: 3 clusters Score -253578.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -253592.109375 Penalty: 763.741455
	Iteration 38Q: 3 clusters Score -253592.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -253602.375000 Penalty: 763.741455
	Iteration 39Q: 3 clusters Score -253602.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -253611.625000 Penalty: 763.741455
	Iteration 40F: 3 clusters Score -253611.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -253621.437500 Penalty: 763.741455
	Iteration 41Q: 3 clusters Score -253621.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -253628.812500 Penalty: 763.741455
	Iteration 42Q: 3 clusters Score -253628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -253633.250000 Penalty: 763.741455
	Iteration 43Q: 3 clusters Score -253633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -253636.000000 Penalty: 763.741455
	Iteration 44Q: 3 clusters Score -253636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -253638.265625 Penalty: 763.741455
	Iteration 45Q: 3 clusters Score -253638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -253639.687500 Penalty: 763.741455
	Iteration 46Q: 3 clusters Score -253639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -253640.234375 Penalty: 763.741455
	Iteration 47Q: 3 clusters Score -253640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -253640.546875 Penalty: 763.741455
	Iteration 48Q: 3 clusters Score -253640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -253640.718750 Penalty: 763.741455
	Iteration 49Q: 3 clusters Score -253640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -253642.312500 Penalty: 763.741455
	Iteration 50Q: 3 clusters Score -253642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -253643.203125 Penalty: 763.741455
	Iteration 51Q: 3 clusters Score -253643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -253644.875000 Penalty: 763.741455
	Iteration 52Q: 3 clusters Score -253644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -253646.796875 Penalty: 763.741455
	Iteration 53Q: 3 clusters Score -253646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -253647.703125 Penalty: 763.741455
	Iteration 54Q: 3 clusters Score -253647.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -253648.875000 Penalty: 763.741455
	Iteration 55Q: 3 clusters Score -253648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -253651.265625 Penalty: 763.741455
	Iteration 56Q: 3 clusters Score -253651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -253652.125000 Penalty: 763.741455
	Iteration 57Q: 3 clusters Score -253652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -253653.015625 Penalty: 763.741455
	Iteration 58Q: 3 clusters Score -253653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -253653.562500 Penalty: 763.741455
	Iteration 59Q: 3 clusters Score -253653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -253654.546875 Penalty: 763.741455
	Iteration 60F: 3 clusters Score -253654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -253655.140625 Penalty: 763.741455
	Iteration 61Q: 3 clusters Score -253655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -253655.734375 Penalty: 763.741455
	Iteration 62Q: 3 clusters Score -253655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -253656.171875 Penalty: 763.741455
	Iteration 63Q: 3 clusters Score -253656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -253656.390625 Penalty: 763.741455
	Iteration 64Q: 3 clusters Score -253656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -253656.390625 Penalty: 763.741455
	Iteration 65F: 3 clusters Score -253656.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -48467.843750 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -48467.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -47742.718750 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -47742.72 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47932.292969 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -47932.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47982.132812 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -47982.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48023.210938 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -48023.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48049.980469 Penalty: 615.513550
	Iteration 4F: 3 clusters Score -48049.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48074.882812 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -48074.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48103.734375 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -48103.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48131.039062 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -48131.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48150.906250 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -48150.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -48163.285156 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -48163.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -48173.925781 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -48173.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -48182.488281 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -48182.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48188.496094 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -48188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48196.460938 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -48196.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48206.792969 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -48206.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48209.363281 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -48209.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48214.082031 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -48214.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -48217.992188 Penalty: 615.513550
	Iteration 17Q: 3 clusters Score -48217.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48220.265625 Penalty: 615.513550
	Iteration 18Q: 3 clusters Score -48220.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -48222.480469 Penalty: 615.513550
	Iteration 19Q: 3 clusters Score -48222.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -48223.984375 Penalty: 615.513550
	Iteration 20F: 3 clusters Score -48223.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48225.226562 Penalty: 615.513550
	Iteration 21Q: 3 clusters Score -48225.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -48227.125000 Penalty: 615.513550
	Iteration 22Q: 3 clusters Score -48227.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48228.511719 Penalty: 615.513550
	Iteration 23Q: 3 clusters Score -48228.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48229.085938 Penalty: 615.513550
	Iteration 24Q: 3 clusters Score -48229.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48230.503906 Penalty: 615.513550
	Iteration 25Q: 3 clusters Score -48230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48231.164062 Penalty: 615.513550
	Iteration 26Q: 3 clusters Score -48231.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48232.292969 Penalty: 615.513550
	Iteration 27Q: 3 clusters Score -48232.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48232.996094 Penalty: 615.513550
	Iteration 28Q: 3 clusters Score -48233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -48233.351562 Penalty: 615.513550
	Iteration 29Q: 3 clusters Score -48233.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48233.605469 Penalty: 615.513550
	Iteration 30Q: 3 clusters Score -48233.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48233.605469 Penalty: 615.513550
	Iteration 31F: 3 clusters Score -48233.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Entering Unmasked Estep 
Score: -2643131.250000 Penalty: 489.725983
	Iteration 0F: 2 clusters Score -2643131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2611370.500000 Penalty: 979.451965
	Iteration 0F: 3 clusters Score -2611370 nChanged 23033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2626674.000000 Penalty: 979.451965
	Iteration 1F: 3 clusters Score -2626674 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2627856.000000 Penalty: 979.451965
	Iteration 2F: 3 clusters Score -2627856 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -2629293.500000 Penalty: 979.451965
	Iteration 3F: 3 clusters Score -2629294 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -2630944.750000 Penalty: 979.451965
	Iteration 4F: 3 clusters Score -2630945 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -2632660.750000 Penalty: 979.451965
	Iteration 5F: 3 clusters Score -2632661 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2633972.500000 Penalty: 979.451965
	Iteration 6Q: 3 clusters Score -2633972 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -2634648.500000 Penalty: 979.451965
	Iteration 7Q: 3 clusters Score -2634648 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2634903.250000 Penalty: 979.451965
	Iteration 8Q: 3 clusters Score -2634903 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -2635062.250000 Penalty: 979.451965
	Iteration 9Q: 3 clusters Score -2635062 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -2635179.000000 Penalty: 979.451965
	Iteration 10Q: 3 clusters Score -2635179 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -2635297.000000 Penalty: 979.451965
	Iteration 11Q: 3 clusters Score -2635297 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -2635438.000000 Penalty: 979.451965
	Iteration 12Q: 3 clusters Score -2635438 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -2635608.750000 Penalty: 979.451965
	Iteration 13Q: 3 clusters Score -2635609 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -2635789.000000 Penalty: 979.451965
	Iteration 14Q: 3 clusters Score -2635789 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -2636013.250000 Penalty: 979.451965
	Iteration 15Q: 3 clusters Score -2636013 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -2636234.000000 Penalty: 979.451965
	Iteration 16Q: 3 clusters Score -2636234 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -2636491.500000 Penalty: 979.451965
	Iteration 17Q: 3 clusters Score -2636492 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -2636784.250000 Penalty: 979.451965
	Iteration 18Q: 3 clusters Score -2636784 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -2637113.750000 Penalty: 979.451965
	Iteration 19Q: 3 clusters Score -2637114 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -2637509.000000 Penalty: 979.451965
	Iteration 20F: 3 clusters Score -2637509 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -2637967.500000 Penalty: 979.451965
	Iteration 21Q: 3 clusters Score -2637968 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -2638518.750000 Penalty: 979.451965
	Iteration 22Q: 3 clusters Score -2638519 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -2639071.000000 Penalty: 979.451965
	Iteration 23Q: 3 clusters Score -2639071 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -2639702.000000 Penalty: 979.451965
	Iteration 24Q: 3 clusters Score -2639702 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -2640303.250000 Penalty: 979.451965
	Iteration 25Q: 3 clusters Score -2640303 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -2640878.750000 Penalty: 979.451965
	Iteration 26Q: 3 clusters Score -2640879 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -2641413.250000 Penalty: 979.451965
	Iteration 27Q: 3 clusters Score -2641413 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -2641911.250000 Penalty: 979.451965
	Iteration 28Q: 3 clusters Score -2641911 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -2642291.000000 Penalty: 979.451965
	Iteration 29Q: 3 clusters Score -2642291 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -2642556.750000 Penalty: 979.451965
	Iteration 30Q: 3 clusters Score -2642557 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -2642725.000000 Penalty: 979.451965
	Iteration 31Q: 3 clusters Score -2642725 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -2642815.000000 Penalty: 979.451965
	Iteration 32Q: 3 clusters Score -2642815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -2642869.000000 Penalty: 979.451965
	Iteration 33Q: 3 clusters Score -2642869 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -2642908.000000 Penalty: 979.451965
	Iteration 34Q: 3 clusters Score -2642908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -2642943.500000 Penalty: 979.451965
	Iteration 35Q: 3 clusters Score -2642944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -2642964.000000 Penalty: 979.451965
	Iteration 36Q: 3 clusters Score -2642964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -2642977.500000 Penalty: 979.451965
	Iteration 37Q: 3 clusters Score -2642978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -2642984.750000 Penalty: 979.451965
	Iteration 38Q: 3 clusters Score -2642985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -2642987.500000 Penalty: 979.451965
	Iteration 39Q: 3 clusters Score -2642988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -2642986.750000 Penalty: 979.451965
	Iteration 40F: 3 clusters Score -2642987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -2642985.250000 Penalty: 979.451965
	Iteration 41Q: 3 clusters Score -2642985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -2642986.250000 Penalty: 979.451965
	Iteration 42Q: 3 clusters Score -2642986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -2642988.750000 Penalty: 979.451965
	Iteration 43Q: 3 clusters Score -2642989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -2642991.000000 Penalty: 979.451965
	Iteration 44Q: 3 clusters Score -2642991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -2642992.750000 Penalty: 979.451965
	Iteration 45Q: 3 clusters Score -2642993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -2642992.750000 Penalty: 979.451965
	Iteration 46F: 3 clusters Score -2642993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -20181.357422 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -20181.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19799.609375 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -19799.61 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19902.673828 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -19902.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19930.998047 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -19931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19941.195312 Penalty: 529.627563
	Iteration 3Q: 3 clusters Score -19941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19944.578125 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -19944.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19950.015625 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -19950.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19954.224609 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -19954.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19955.955078 Penalty: 529.627563
	Iteration 7Q: 3 clusters Score -19955.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19958.628906 Penalty: 529.627563
	Iteration 8Q: 3 clusters Score -19958.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19960.988281 Penalty: 529.627563
	Iteration 9Q: 3 clusters Score -19960.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19962.791016 Penalty: 529.627563
	Iteration 10Q: 3 clusters Score -19962.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19965.597656 Penalty: 529.627563
	Iteration 11Q: 3 clusters Score -19965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19968.625000 Penalty: 529.627563
	Iteration 12Q: 3 clusters Score -19968.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19970.097656 Penalty: 529.627563
	Iteration 13Q: 3 clusters Score -19970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19974.146484 Penalty: 529.627563
	Iteration 14Q: 3 clusters Score -19974.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19974.146484 Penalty: 529.627563
	Iteration 15F: 3 clusters Score -19974.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -72688.828125 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72688.83 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72964.828125 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72964.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -73005.726562 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73005.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73034.570312 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -73034.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73053.429688 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -73053.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -73069.171875 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73069.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73087.453125 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73087.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -73100.960938 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73100.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -73118.367188 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73118.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -73137.656250 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73137.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73151.000000 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -73160.929688 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73160.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -73169.484375 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73169.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -73181.804688 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73181.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -73194.445312 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73194.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -73206.757812 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73206.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -73222.476562 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73222.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -73234.453125 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73234.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73241.500000 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73241.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -73247.250000 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73247.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -73255.054688 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73255.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -73261.726562 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73261.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -73269.578125 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73269.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -73275.968750 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73275.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -73283.359375 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73283.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -73288.945312 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73288.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73293.101562 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -73293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -73295.031250 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -73295.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -73296.726562 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -73296.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -73298.101562 Penalty: 652.830200
	Iteration 29Q: 3 clusters Score -73298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -73300.281250 Penalty: 652.830200
	Iteration 30Q: 3 clusters Score -73300.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -73302.117188 Penalty: 652.830200
	Iteration 31Q: 3 clusters Score -73302.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -73304.046875 Penalty: 652.830200
	Iteration 32Q: 3 clusters Score -73304.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -73305.765625 Penalty: 652.830200
	Iteration 33Q: 3 clusters Score -73305.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -73307.210938 Penalty: 652.830200
	Iteration 34Q: 3 clusters Score -73307.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -73308.367188 Penalty: 652.830200
	Iteration 35Q: 3 clusters Score -73308.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -73310.453125 Penalty: 652.830200
	Iteration 36Q: 3 clusters Score -73310.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -73311.476562 Penalty: 652.830200
	Iteration 37Q: 3 clusters Score -73311.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73312.062500 Penalty: 652.830200
	Iteration 38Q: 3 clusters Score -73312.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -73312.039062 Penalty: 652.830200
	Iteration 39Q: 3 clusters Score -73312.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -73312.039062 Penalty: 652.830200
	Iteration 40F: 3 clusters Score -73312.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6405.792480 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6405.792 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 72 members 
Entering Unmasked Estep 
Score: -6241.721191 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6241.721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6331.935059 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6331.935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6357.216309 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6357.216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6368.005371 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6368.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6369.576172 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6369.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6369.576172 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -6369.576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -76260.882812 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -76260.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75246.320312 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -75246.32 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -75596.843750 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -75596.84 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -75676.062500 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -75676.06 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75733.570312 Penalty: 656.251709
	Iteration 3F: 3 clusters Score -75733.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -75783.320312 Penalty: 656.251709
	Iteration 4F: 3 clusters Score -75783.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -75823.031250 Penalty: 656.251709
	Iteration 5Q: 3 clusters Score -75823.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -75840.601562 Penalty: 656.251709
	Iteration 6Q: 3 clusters Score -75840.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -75851.796875 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -75851.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -75858.703125 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -75858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75864.265625 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -75864.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -75873.070312 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -75873.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -75880.671875 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -75880.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -75888.148438 Penalty: 656.251709
	Iteration 12Q: 3 clusters Score -75888.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -75890.687500 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -75890.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -75891.726562 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -75891.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -75892.156250 Penalty: 656.251709
	Iteration 15Q: 3 clusters Score -75892.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75892.453125 Penalty: 656.251709
	Iteration 16Q: 3 clusters Score -75892.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -75893.125000 Penalty: 656.251709
	Iteration 17Q: 3 clusters Score -75893.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -75895.289062 Penalty: 656.251709
	Iteration 18Q: 3 clusters Score -75895.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -75897.648438 Penalty: 656.251709
	Iteration 19Q: 3 clusters Score -75897.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -75901.281250 Penalty: 656.251709
	Iteration 20F: 3 clusters Score -75901.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -75903.843750 Penalty: 656.251709
	Iteration 21Q: 3 clusters Score -75903.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -75905.039062 Penalty: 656.251709
	Iteration 22Q: 3 clusters Score -75905.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -75906.109375 Penalty: 656.251709
	Iteration 23Q: 3 clusters Score -75906.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -75907.335938 Penalty: 656.251709
	Iteration 24Q: 3 clusters Score -75907.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -75909.046875 Penalty: 656.251709
	Iteration 25Q: 3 clusters Score -75909.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -75910.351562 Penalty: 656.251709
	Iteration 26Q: 3 clusters Score -75910.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -75911.140625 Penalty: 656.251709
	Iteration 27Q: 3 clusters Score -75911.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -75912.125000 Penalty: 656.251709
	Iteration 28Q: 3 clusters Score -75912.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -75912.710938 Penalty: 656.251709
	Iteration 29Q: 3 clusters Score -75912.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -75912.804688 Penalty: 656.251709
	Iteration 30Q: 3 clusters Score -75912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -75912.804688 Penalty: 656.251709
	Iteration 31F: 3 clusters Score -75912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2180.967041 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2180.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2075.160400 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2075.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2105.112061 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2105.112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2119.888916 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2119.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2119.888916 Penalty: 361.296570
	Iteration 3F: 3 clusters Score -2119.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -10131.524414 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -10131.52 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 107 members 
Entering Unmasked Estep 
Score: -9906.260742 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -9906.261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10105.769531 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -10105.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10158.457031 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -10158.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10178.109375 Penalty: 492.459778
	Iteration 3Q: 3 clusters Score -10178.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10203.733398 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -10203.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10248.560547 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -10248.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10305.226562 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -10305.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10314.140625 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -10314.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10321.553711 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -10321.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10338.593750 Penalty: 492.459778
	Iteration 9Q: 3 clusters Score -10338.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10375.859375 Penalty: 492.459778
	Iteration 10Q: 3 clusters Score -10375.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10379.451172 Penalty: 492.459778
	Iteration 11Q: 3 clusters Score -10379.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10379.862305 Penalty: 492.459778
	Iteration 12Q: 3 clusters Score -10379.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10379.862305 Penalty: 492.459778
	Iteration 13F: 3 clusters Score -10379.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 126963 members 
Mstep: Class 7 contains 4415 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 81 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7795 members 
Mstep: Class 20 contains 16846 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4923 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
Score: -23060918.000000 Penalty: 14697.050781
Splitting cluster 15 changes total score from -23060992.000000 to -23060918.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -42054.703125 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -42054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41442.031250 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -41442.03 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41706.500000 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -41706.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41788.460938 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -41788.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41847.718750 Penalty: 605.175415
	Iteration 3F: 3 clusters Score -41847.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41910.851562 Penalty: 605.175415
	Iteration 4F: 3 clusters Score -41910.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41953.019531 Penalty: 605.175415
	Iteration 5F: 3 clusters Score -41953.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41974.589844 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -41974.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41991.800781 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -41991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42004.410156 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -42004.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42011.312500 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -42011.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42022.296875 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -42022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42027.113281 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -42027.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42033.238281 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -42033.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42036.058594 Penalty: 605.175415
	Iteration 13Q: 3 clusters Score -42036.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42037.375000 Penalty: 605.175415
	Iteration 14Q: 3 clusters Score -42037.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42038.906250 Penalty: 605.175415
	Iteration 15Q: 3 clusters Score -42038.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42040.582031 Penalty: 605.175415
	Iteration 16Q: 3 clusters Score -42040.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42043.269531 Penalty: 605.175415
	Iteration 17Q: 3 clusters Score -42043.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42043.796875 Penalty: 605.175415
	Iteration 18Q: 3 clusters Score -42043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42044.050781 Penalty: 605.175415
	Iteration 19Q: 3 clusters Score -42044.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42044.128906 Penalty: 605.175415
	Iteration 20F: 3 clusters Score -42044.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42044.519531 Penalty: 605.175415
	Iteration 21Q: 3 clusters Score -42044.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42045.792969 Penalty: 605.175415
	Iteration 22Q: 3 clusters Score -42045.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42048.039062 Penalty: 605.175415
	Iteration 23Q: 3 clusters Score -42048.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42050.628906 Penalty: 605.175415
	Iteration 24Q: 3 clusters Score -42050.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42051.453125 Penalty: 605.175415
	Iteration 25Q: 3 clusters Score -42051.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42051.453125 Penalty: 605.175415
	Iteration 26F: 3 clusters Score -42051.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -14395.717773 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -14395.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14056.707031 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -14056.71 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14157.202148 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -14157.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14181.502930 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -14181.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14206.446289 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -14206.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14254.985352 Penalty: 517.514771
	Iteration 4F: 3 clusters Score -14254.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14282.242188 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -14282.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14289.791992 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -14289.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14292.008789 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -14292.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14295.482422 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -14295.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14296.548828 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -14296.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14298.489258 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -14298.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14298.489258 Penalty: 517.514771
	Iteration 11F: 3 clusters Score -14298.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9778.647461 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9778.647 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 93 members 
Entering Unmasked Estep 
Score: -9518.007812 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9518.008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9573.384766 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9573.385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9581.098633 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9581.099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9583.272461 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9583.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9584.113281 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9584.113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9586.182617 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9586.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9586.381836 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9586.382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9589.486328 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -9589.486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9591.033203 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -9591.033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9592.858398 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -9592.858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9596.003906 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -9596.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9597.261719 Penalty: 480.771515
	Iteration 11Q: 3 clusters Score -9597.262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9600.060547 Penalty: 480.771515
	Iteration 12Q: 3 clusters Score -9600.061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9602.594727 Penalty: 480.771515
	Iteration 13Q: 3 clusters Score -9602.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9624.821289 Penalty: 480.771515
	Iteration 14Q: 3 clusters Score -9624.821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9640.723633 Penalty: 480.771515
	Iteration 15Q: 3 clusters Score -9640.724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9648.034180 Penalty: 480.771515
	Iteration 16Q: 3 clusters Score -9648.034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9649.789062 Penalty: 480.771515
	Iteration 17Q: 3 clusters Score -9649.789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9653.164062 Penalty: 480.771515
	Iteration 18Q: 3 clusters Score -9653.164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9657.142578 Penalty: 480.771515
	Iteration 19Q: 3 clusters Score -9657.143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9667.159180 Penalty: 480.771515
	Iteration 20F: 3 clusters Score -9667.159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9684.647461 Penalty: 480.771515
	Iteration 21Q: 3 clusters Score -9684.647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9686.759766 Penalty: 480.771515
	Iteration 22Q: 3 clusters Score -9686.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9688.548828 Penalty: 480.771515
	Iteration 23Q: 3 clusters Score -9688.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9688.548828 Penalty: 480.771515
	Iteration 24F: 3 clusters Score -9688.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -421676.187500 Penalty: 407.736328
	Iteration 0F: 2 clusters Score -421676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -416477.156250 Penalty: 815.472656
	Iteration 0F: 3 clusters Score -416477.2 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -418560.187500 Penalty: 815.472656
	Iteration 1F: 3 clusters Score -418560.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -418853.250000 Penalty: 815.472656
	Iteration 2F: 3 clusters Score -418853.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -419251.687500 Penalty: 815.472656
	Iteration 3F: 3 clusters Score -419251.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -419763.343750 Penalty: 815.472656
	Iteration 4F: 3 clusters Score -419763.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -420344.937500 Penalty: 815.472656
	Iteration 5F: 3 clusters Score -420344.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -420874.062500 Penalty: 815.472656
	Iteration 6F: 3 clusters Score -420874.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -421257.593750 Penalty: 815.472656
	Iteration 7Q: 3 clusters Score -421257.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -421529.718750 Penalty: 815.472656
	Iteration 8Q: 3 clusters Score -421529.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -421663.187500 Penalty: 815.472656
	Iteration 9Q: 3 clusters Score -421663.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -421712.750000 Penalty: 815.472656
	Iteration 10Q: 3 clusters Score -421712.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -421732.093750 Penalty: 815.472656
	Iteration 11Q: 3 clusters Score -421732.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -421742.406250 Penalty: 815.472656
	Iteration 12Q: 3 clusters Score -421742.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -421746.187500 Penalty: 815.472656
	Iteration 13Q: 3 clusters Score -421746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -421748.187500 Penalty: 815.472656
	Iteration 14Q: 3 clusters Score -421748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -421750.093750 Penalty: 815.472656
	Iteration 15Q: 3 clusters Score -421750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -421750.656250 Penalty: 815.472656
	Iteration 16Q: 3 clusters Score -421750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -421751.125000 Penalty: 815.472656
	Iteration 17Q: 3 clusters Score -421751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -421751.312500 Penalty: 815.472656
	Iteration 18Q: 3 clusters Score -421751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -421751.750000 Penalty: 815.472656
	Iteration 19Q: 3 clusters Score -421751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -421752.593750 Penalty: 815.472656
	Iteration 20F: 3 clusters Score -421752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -421752.875000 Penalty: 815.472656
	Iteration 21Q: 3 clusters Score -421752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -421753.312500 Penalty: 815.472656
	Iteration 22Q: 3 clusters Score -421753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -421752.875000 Penalty: 815.472656
	Iteration 23Q: 3 clusters Score -421752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -421753.156250 Penalty: 815.472656
	Iteration 24Q: 3 clusters Score -421753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -421754.093750 Penalty: 815.472656
	Iteration 25Q: 3 clusters Score -421754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -421754.343750 Penalty: 815.472656
	Iteration 26Q: 3 clusters Score -421754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -421754.343750 Penalty: 815.472656
	Iteration 27F: 3 clusters Score -421754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 126963 members 
Mstep: Class 7 contains 4415 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7212 members 
Mstep: Class 20 contains 16846 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4923 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
Score: -23060966.000000 Penalty: 14697.050781
Splitting cluster 19 changes total score from -23060992.000000 to -23060966.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -993879.562500 Penalty: 442.800018
	Iteration 0F: 2 clusters Score -993879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -982626.562500 Penalty: 885.600037
	Iteration 0F: 3 clusters Score -982626.6 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -987279.187500 Penalty: 885.600037
	Iteration 1F: 3 clusters Score -987279.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -987577.812500 Penalty: 885.600037
	Iteration 2Q: 3 clusters Score -987577.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -987907.375000 Penalty: 885.600037
	Iteration 3Q: 3 clusters Score -987907.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -988266.062500 Penalty: 885.600037
	Iteration 4Q: 3 clusters Score -988266.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -988671.125000 Penalty: 885.600037
	Iteration 5Q: 3 clusters Score -988671.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -989229.687500 Penalty: 885.600037
	Iteration 6F: 3 clusters Score -989229.7 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -989948.875000 Penalty: 885.600037
	Iteration 7F: 3 clusters Score -989948.9 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -990624.500000 Penalty: 885.600037
	Iteration 8F: 3 clusters Score -990624.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -990918.437500 Penalty: 885.600037
	Iteration 9Q: 3 clusters Score -990918.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -991026.625000 Penalty: 885.600037
	Iteration 10Q: 3 clusters Score -991026.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -991086.750000 Penalty: 885.600037
	Iteration 11Q: 3 clusters Score -991086.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -991138.000000 Penalty: 885.600037
	Iteration 12Q: 3 clusters Score -991138 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -991185.312500 Penalty: 885.600037
	Iteration 13Q: 3 clusters Score -991185.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -991242.750000 Penalty: 885.600037
	Iteration 14Q: 3 clusters Score -991242.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -991302.750000 Penalty: 885.600037
	Iteration 15Q: 3 clusters Score -991302.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -991373.000000 Penalty: 885.600037
	Iteration 16Q: 3 clusters Score -991373 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -991462.812500 Penalty: 885.600037
	Iteration 17Q: 3 clusters Score -991462.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -991559.875000 Penalty: 885.600037
	Iteration 18Q: 3 clusters Score -991559.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -991655.562500 Penalty: 885.600037
	Iteration 19Q: 3 clusters Score -991655.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -991742.937500 Penalty: 885.600037
	Iteration 20F: 3 clusters Score -991742.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -991831.750000 Penalty: 885.600037
	Iteration 21Q: 3 clusters Score -991831.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -991909.250000 Penalty: 885.600037
	Iteration 22Q: 3 clusters Score -991909.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -991987.000000 Penalty: 885.600037
	Iteration 23Q: 3 clusters Score -991987 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -992076.625000 Penalty: 885.600037
	Iteration 24Q: 3 clusters Score -992076.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -992151.187500 Penalty: 885.600037
	Iteration 25Q: 3 clusters Score -992151.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -992233.937500 Penalty: 885.600037
	Iteration 26Q: 3 clusters Score -992233.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -992313.500000 Penalty: 885.600037
	Iteration 27Q: 3 clusters Score -992313.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -992396.875000 Penalty: 885.600037
	Iteration 28Q: 3 clusters Score -992396.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -992500.562500 Penalty: 885.600037
	Iteration 29Q: 3 clusters Score -992500.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -992603.125000 Penalty: 885.600037
	Iteration 30Q: 3 clusters Score -992603.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -992717.562500 Penalty: 885.600037
	Iteration 31Q: 3 clusters Score -992717.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -992843.750000 Penalty: 885.600037
	Iteration 32Q: 3 clusters Score -992843.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -992970.437500 Penalty: 885.600037
	Iteration 33Q: 3 clusters Score -992970.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -993073.125000 Penalty: 885.600037
	Iteration 34Q: 3 clusters Score -993073.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -993145.687500 Penalty: 885.600037
	Iteration 35Q: 3 clusters Score -993145.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -993206.125000 Penalty: 885.600037
	Iteration 36Q: 3 clusters Score -993206.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -993247.750000 Penalty: 885.600037
	Iteration 37Q: 3 clusters Score -993247.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -993282.312500 Penalty: 885.600037
	Iteration 38Q: 3 clusters Score -993282.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -993310.875000 Penalty: 885.600037
	Iteration 39Q: 3 clusters Score -993310.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -993335.000000 Penalty: 885.600037
	Iteration 40F: 3 clusters Score -993335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -993354.812500 Penalty: 885.600037
	Iteration 41Q: 3 clusters Score -993354.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -993374.437500 Penalty: 885.600037
	Iteration 42Q: 3 clusters Score -993374.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -993393.875000 Penalty: 885.600037
	Iteration 43Q: 3 clusters Score -993393.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -993407.125000 Penalty: 885.600037
	Iteration 44Q: 3 clusters Score -993407.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -993422.500000 Penalty: 885.600037
	Iteration 45Q: 3 clusters Score -993422.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -993432.625000 Penalty: 885.600037
	Iteration 46Q: 3 clusters Score -993432.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -993439.125000 Penalty: 885.600037
	Iteration 47Q: 3 clusters Score -993439.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -993447.312500 Penalty: 885.600037
	Iteration 48Q: 3 clusters Score -993447.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -993453.312500 Penalty: 885.600037
	Iteration 49Q: 3 clusters Score -993453.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -993464.937500 Penalty: 885.600037
	Iteration 50Q: 3 clusters Score -993464.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -993479.062500 Penalty: 885.600037
	Iteration 51Q: 3 clusters Score -993479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -993485.937500 Penalty: 885.600037
	Iteration 52Q: 3 clusters Score -993485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -993487.375000 Penalty: 885.600037
	Iteration 53Q: 3 clusters Score -993487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -993488.812500 Penalty: 885.600037
	Iteration 54Q: 3 clusters Score -993488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -993491.812500 Penalty: 885.600037
	Iteration 55Q: 3 clusters Score -993491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -993496.250000 Penalty: 885.600037
	Iteration 56Q: 3 clusters Score -993496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -993496.187500 Penalty: 885.600037
	Iteration 57Q: 3 clusters Score -993496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -993498.062500 Penalty: 885.600037
	Iteration 58Q: 3 clusters Score -993498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -993498.125000 Penalty: 885.600037
	Iteration 59Q: 3 clusters Score -993498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -993500.812500 Penalty: 885.600037
	Iteration 60F: 3 clusters Score -993500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -993501.937500 Penalty: 885.600037
	Iteration 61Q: 3 clusters Score -993501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -993502.187500 Penalty: 885.600037
	Iteration 62Q: 3 clusters Score -993502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -993502.250000 Penalty: 885.600037
	Iteration 63Q: 3 clusters Score -993502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -993502.937500 Penalty: 885.600037
	Iteration 64Q: 3 clusters Score -993502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -993502.937500 Penalty: 885.600037
	Iteration 65F: 3 clusters Score -993502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -50934.410156 Penalty: 314.120483
	Iteration 0F: 2 clusters Score -50934.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -50141.648438 Penalty: 628.240967
	Iteration 0F: 3 clusters Score -50141.65 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -50389.726562 Penalty: 628.240967
	Iteration 1F: 3 clusters Score -50389.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50464.375000 Penalty: 628.240967
	Iteration 2F: 3 clusters Score -50464.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50565.105469 Penalty: 628.240967
	Iteration 3F: 3 clusters Score -50565.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50660.824219 Penalty: 628.240967
	Iteration 4F: 3 clusters Score -50660.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50719.562500 Penalty: 628.240967
	Iteration 5F: 3 clusters Score -50719.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50757.093750 Penalty: 628.240967
	Iteration 6Q: 3 clusters Score -50757.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50779.601562 Penalty: 628.240967
	Iteration 7Q: 3 clusters Score -50779.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50804.218750 Penalty: 628.240967
	Iteration 8Q: 3 clusters Score -50804.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50823.183594 Penalty: 628.240967
	Iteration 9Q: 3 clusters Score -50823.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50828.355469 Penalty: 628.240967
	Iteration 10Q: 3 clusters Score -50828.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50832.230469 Penalty: 628.240967
	Iteration 11Q: 3 clusters Score -50832.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50837.328125 Penalty: 628.240967
	Iteration 12Q: 3 clusters Score -50837.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50839.351562 Penalty: 628.240967
	Iteration 13Q: 3 clusters Score -50839.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50841.007812 Penalty: 628.240967
	Iteration 14Q: 3 clusters Score -50841.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50842.566406 Penalty: 628.240967
	Iteration 15Q: 3 clusters Score -50842.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50843.722656 Penalty: 628.240967
	Iteration 16Q: 3 clusters Score -50843.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50843.851562 Penalty: 628.240967
	Iteration 17Q: 3 clusters Score -50843.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50843.851562 Penalty: 628.240967
	Iteration 18F: 3 clusters Score -50843.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -283523.968750 Penalty: 386.826141
	Iteration 0F: 2 clusters Score -283524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -280160.093750 Penalty: 773.652283
	Iteration 0F: 3 clusters Score -280160.1 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -281538.875000 Penalty: 773.652283
	Iteration 1F: 3 clusters Score -281538.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -281722.156250 Penalty: 773.652283
	Iteration 2F: 3 clusters Score -281722.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -281899.531250 Penalty: 773.652283
	Iteration 3F: 3 clusters Score -281899.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -282071.812500 Penalty: 773.652283
	Iteration 4F: 3 clusters Score -282071.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -282234.375000 Penalty: 773.652283
	Iteration 5F: 3 clusters Score -282234.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -282362.968750 Penalty: 773.652283
	Iteration 6Q: 3 clusters Score -282363 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -282488.468750 Penalty: 773.652283
	Iteration 7Q: 3 clusters Score -282488.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -282557.625000 Penalty: 773.652283
	Iteration 8Q: 3 clusters Score -282557.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -282601.343750 Penalty: 773.652283
	Iteration 9Q: 3 clusters Score -282601.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -282637.156250 Penalty: 773.652283
	Iteration 10Q: 3 clusters Score -282637.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -282665.406250 Penalty: 773.652283
	Iteration 11Q: 3 clusters Score -282665.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -282681.375000 Penalty: 773.652283
	Iteration 12Q: 3 clusters Score -282681.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -282695.531250 Penalty: 773.652283
	Iteration 13Q: 3 clusters Score -282695.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -282708.718750 Penalty: 773.652283
	Iteration 14Q: 3 clusters Score -282708.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -282724.468750 Penalty: 773.652283
	Iteration 15Q: 3 clusters Score -282724.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -282735.500000 Penalty: 773.652283
	Iteration 16Q: 3 clusters Score -282735.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -282743.187500 Penalty: 773.652283
	Iteration 17Q: 3 clusters Score -282743.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -282747.687500 Penalty: 773.652283
	Iteration 18Q: 3 clusters Score -282747.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -282750.781250 Penalty: 773.652283
	Iteration 19Q: 3 clusters Score -282750.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -282753.031250 Penalty: 773.652283
	Iteration 20F: 3 clusters Score -282753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -282754.500000 Penalty: 773.652283
	Iteration 21Q: 3 clusters Score -282754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -282756.718750 Penalty: 773.652283
	Iteration 22Q: 3 clusters Score -282756.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -282757.906250 Penalty: 773.652283
	Iteration 23Q: 3 clusters Score -282757.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -282758.906250 Penalty: 773.652283
	Iteration 24Q: 3 clusters Score -282758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -282759.312500 Penalty: 773.652283
	Iteration 25Q: 3 clusters Score -282759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -282759.718750 Penalty: 773.652283
	Iteration 26Q: 3 clusters Score -282759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -282760.031250 Penalty: 773.652283
	Iteration 27Q: 3 clusters Score -282760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -282760.625000 Penalty: 773.652283
	Iteration 28Q: 3 clusters Score -282760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -282761.562500 Penalty: 773.652283
	Iteration 29Q: 3 clusters Score -282761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -282762.187500 Penalty: 773.652283
	Iteration 30Q: 3 clusters Score -282762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -282762.093750 Penalty: 773.652283
	Iteration 31Q: 3 clusters Score -282762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -282762.187500 Penalty: 773.652283
	Iteration 32Q: 3 clusters Score -282762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -282762.531250 Penalty: 773.652283
	Iteration 33Q: 3 clusters Score -282762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -282762.843750 Penalty: 773.652283
	Iteration 34Q: 3 clusters Score -282762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -282762.812500 Penalty: 773.652283
	Iteration 35Q: 3 clusters Score -282762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -282763.687500 Penalty: 773.652283
	Iteration 36Q: 3 clusters Score -282763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -282763.843750 Penalty: 773.652283
	Iteration 37Q: 3 clusters Score -282763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -282764.968750 Penalty: 773.652283
	Iteration 38Q: 3 clusters Score -282765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -282764.843750 Penalty: 773.652283
	Iteration 39Q: 3 clusters Score -282764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -282765.125000 Penalty: 773.652283
	Iteration 40F: 3 clusters Score -282765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -282765.375000 Penalty: 773.652283
	Iteration 41Q: 3 clusters Score -282765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -282766.562500 Penalty: 773.652283
	Iteration 42Q: 3 clusters Score -282766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -282767.125000 Penalty: 773.652283
	Iteration 43Q: 3 clusters Score -282767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -282767.531250 Penalty: 773.652283
	Iteration 44Q: 3 clusters Score -282767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -282768.312500 Penalty: 773.652283
	Iteration 45Q: 3 clusters Score -282768.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -282769.750000 Penalty: 773.652283
	Iteration 46Q: 3 clusters Score -282769.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -282770.875000 Penalty: 773.652283
	Iteration 47Q: 3 clusters Score -282770.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -282772.031250 Penalty: 773.652283
	Iteration 48Q: 3 clusters Score -282772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -282774.062500 Penalty: 773.652283
	Iteration 49Q: 3 clusters Score -282774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -282775.593750 Penalty: 773.652283
	Iteration 50Q: 3 clusters Score -282775.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -282777.500000 Penalty: 773.652283
	Iteration 51Q: 3 clusters Score -282777.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -282778.875000 Penalty: 773.652283
	Iteration 52Q: 3 clusters Score -282778.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -282780.750000 Penalty: 773.652283
	Iteration 53Q: 3 clusters Score -282780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -282781.718750 Penalty: 773.652283
	Iteration 54Q: 3 clusters Score -282781.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -282784.218750 Penalty: 773.652283
	Iteration 55Q: 3 clusters Score -282784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -282786.125000 Penalty: 773.652283
	Iteration 56Q: 3 clusters Score -282786.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -282787.531250 Penalty: 773.652283
	Iteration 57Q: 3 clusters Score -282787.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -282788.968750 Penalty: 773.652283
	Iteration 58Q: 3 clusters Score -282789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -282790.750000 Penalty: 773.652283
	Iteration 59Q: 3 clusters Score -282790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -282792.125000 Penalty: 773.652283
	Iteration 60F: 3 clusters Score -282792.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -282793.468750 Penalty: 773.652283
	Iteration 61Q: 3 clusters Score -282793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -282796.125000 Penalty: 773.652283
	Iteration 62Q: 3 clusters Score -282796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -282797.843750 Penalty: 773.652283
	Iteration 63Q: 3 clusters Score -282797.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -282801.187500 Penalty: 773.652283
	Iteration 64Q: 3 clusters Score -282801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -282804.968750 Penalty: 773.652283
	Iteration 65Q: 3 clusters Score -282805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -282808.375000 Penalty: 773.652283
	Iteration 66Q: 3 clusters Score -282808.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -282810.906250 Penalty: 773.652283
	Iteration 67Q: 3 clusters Score -282810.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -282813.187500 Penalty: 773.652283
	Iteration 68Q: 3 clusters Score -282813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -282814.531250 Penalty: 773.652283
	Iteration 69Q: 3 clusters Score -282814.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -282815.375000 Penalty: 773.652283
	Iteration 70Q: 3 clusters Score -282815.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -282817.437500 Penalty: 773.652283
	Iteration 71Q: 3 clusters Score -282817.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -282820.656250 Penalty: 773.652283
	Iteration 72Q: 3 clusters Score -282820.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -282822.281250 Penalty: 773.652283
	Iteration 73Q: 3 clusters Score -282822.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -282824.937500 Penalty: 773.652283
	Iteration 74Q: 3 clusters Score -282824.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -282827.218750 Penalty: 773.652283
	Iteration 75Q: 3 clusters Score -282827.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -282829.781250 Penalty: 773.652283
	Iteration 76Q: 3 clusters Score -282829.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -282831.062500 Penalty: 773.652283
	Iteration 77Q: 3 clusters Score -282831.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -282832.750000 Penalty: 773.652283
	Iteration 78Q: 3 clusters Score -282832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -282834.062500 Penalty: 773.652283
	Iteration 79Q: 3 clusters Score -282834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -282834.812500 Penalty: 773.652283
	Iteration 80F: 3 clusters Score -282834.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -282836.125000 Penalty: 773.652283
	Iteration 81Q: 3 clusters Score -282836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -282836.531250 Penalty: 773.652283
	Iteration 82Q: 3 clusters Score -282836.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -282837.968750 Penalty: 773.652283
	Iteration 83Q: 3 clusters Score -282838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -282839.406250 Penalty: 773.652283
	Iteration 84Q: 3 clusters Score -282839.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -282842.000000 Penalty: 773.652283
	Iteration 85Q: 3 clusters Score -282842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -282843.843750 Penalty: 773.652283
	Iteration 86Q: 3 clusters Score -282843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -282847.093750 Penalty: 773.652283
	Iteration 87Q: 3 clusters Score -282847.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -282851.250000 Penalty: 773.652283
	Iteration 88Q: 3 clusters Score -282851.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -282854.687500 Penalty: 773.652283
	Iteration 89Q: 3 clusters Score -282854.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -282857.718750 Penalty: 773.652283
	Iteration 90Q: 3 clusters Score -282857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -282859.812500 Penalty: 773.652283
	Iteration 91Q: 3 clusters Score -282859.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -282864.093750 Penalty: 773.652283
	Iteration 92Q: 3 clusters Score -282864.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -282869.187500 Penalty: 773.652283
	Iteration 93Q: 3 clusters Score -282869.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -282875.968750 Penalty: 773.652283
	Iteration 94Q: 3 clusters Score -282876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -282881.718750 Penalty: 773.652283
	Iteration 95Q: 3 clusters Score -282881.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -282889.218750 Penalty: 773.652283
	Iteration 96Q: 3 clusters Score -282889.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -282897.281250 Penalty: 773.652283
	Iteration 97Q: 3 clusters Score -282897.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -282904.875000 Penalty: 773.652283
	Iteration 98Q: 3 clusters Score -282904.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -282916.062500 Penalty: 773.652283
	Iteration 99Q: 3 clusters Score -282916.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -282920.562500 Penalty: 773.652283
	Iteration 100F: 3 clusters Score -282920.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -282924.218750 Penalty: 773.652283
	Iteration 101Q: 3 clusters Score -282924.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -282927.218750 Penalty: 773.652283
	Iteration 102Q: 3 clusters Score -282927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -282931.531250 Penalty: 773.652283
	Iteration 103Q: 3 clusters Score -282931.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -282933.906250 Penalty: 773.652283
	Iteration 104Q: 3 clusters Score -282933.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -282935.343750 Penalty: 773.652283
	Iteration 105Q: 3 clusters Score -282935.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -282935.250000 Penalty: 773.652283
	Iteration 106Q: 3 clusters Score -282935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -282935.593750 Penalty: 773.652283
	Iteration 107Q: 3 clusters Score -282935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -282936.000000 Penalty: 773.652283
	Iteration 108Q: 3 clusters Score -282936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -282936.343750 Penalty: 773.652283
	Iteration 109Q: 3 clusters Score -282936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -282936.750000 Penalty: 773.652283
	Iteration 110Q: 3 clusters Score -282936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -282936.750000 Penalty: 773.652283
	Iteration 111F: 3 clusters Score -282936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -50138.859375 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -50138.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -49449.996094 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -49450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49650.644531 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -49650.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49691.453125 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -49691.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -49717.980469 Penalty: 613.279602
	Iteration 3F: 3 clusters Score -49717.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -49740.093750 Penalty: 613.279602
	Iteration 4Q: 3 clusters Score -49740.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -49756.941406 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -49756.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -49769.691406 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -49769.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -49790.835938 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -49790.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -49828.257812 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -49828.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -49867.062500 Penalty: 613.279602
	Iteration 9Q: 3 clusters Score -49867.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -49881.625000 Penalty: 613.279602
	Iteration 10Q: 3 clusters Score -49881.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -49908.691406 Penalty: 613.279602
	Iteration 11Q: 3 clusters Score -49908.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -49943.480469 Penalty: 613.279602
	Iteration 12Q: 3 clusters Score -49943.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -49973.054688 Penalty: 613.279602
	Iteration 13Q: 3 clusters Score -49973.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -49993.093750 Penalty: 613.279602
	Iteration 14Q: 3 clusters Score -49993.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -50002.593750 Penalty: 613.279602
	Iteration 15Q: 3 clusters Score -50002.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -50006.445312 Penalty: 613.279602
	Iteration 16Q: 3 clusters Score -50006.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50010.703125 Penalty: 613.279602
	Iteration 17Q: 3 clusters Score -50010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -50013.070312 Penalty: 613.279602
	Iteration 18Q: 3 clusters Score -50013.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -50015.546875 Penalty: 613.279602
	Iteration 19Q: 3 clusters Score -50015.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -50018.750000 Penalty: 613.279602
	Iteration 20F: 3 clusters Score -50018.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -50022.648438 Penalty: 613.279602
	Iteration 21Q: 3 clusters Score -50022.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -50023.703125 Penalty: 613.279602
	Iteration 22Q: 3 clusters Score -50023.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -50025.128906 Penalty: 613.279602
	Iteration 23Q: 3 clusters Score -50025.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -50025.707031 Penalty: 613.279602
	Iteration 24Q: 3 clusters Score -50025.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -50028.644531 Penalty: 613.279602
	Iteration 25Q: 3 clusters Score -50028.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -50034.500000 Penalty: 613.279602
	Iteration 26Q: 3 clusters Score -50034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -50038.863281 Penalty: 613.279602
	Iteration 27Q: 3 clusters Score -50038.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -50041.203125 Penalty: 613.279602
	Iteration 28Q: 3 clusters Score -50041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -50043.714844 Penalty: 613.279602
	Iteration 29Q: 3 clusters Score -50043.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -50044.394531 Penalty: 613.279602
	Iteration 30Q: 3 clusters Score -50044.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -50044.652344 Penalty: 613.279602
	Iteration 31Q: 3 clusters Score -50044.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -50044.839844 Penalty: 613.279602
	Iteration 32Q: 3 clusters Score -50044.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -50045.324219 Penalty: 613.279602
	Iteration 33Q: 3 clusters Score -50045.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -50045.703125 Penalty: 613.279602
	Iteration 34Q: 3 clusters Score -50045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -50045.703125 Penalty: 613.279602
	Iteration 35F: 3 clusters Score -50045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -7913.556641 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -7913.557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7663.548340 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -7663.548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7717.686523 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -7717.687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7744.289062 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -7744.289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7759.477539 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -7759.478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7778.074219 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -7778.074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7788.387695 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -7788.388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7797.967773 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -7797.968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7815.912109 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -7815.912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7838.364746 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -7838.365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7947.520996 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -7947.521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8193.721680 Penalty: 467.891388
	Iteration 10F: 3 clusters Score -8193.722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8199.765625 Penalty: 467.891388
	Iteration 11Q: 3 clusters Score -8199.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8201.991211 Penalty: 467.891388
	Iteration 12Q: 3 clusters Score -8201.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8205.198242 Penalty: 467.891388
	Iteration 13Q: 3 clusters Score -8205.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8205.198242 Penalty: 467.891388
	Iteration 14F: 3 clusters Score -8205.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 126963 members 
Mstep: Class 7 contains 4415 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7795 members 
Mstep: Class 20 contains 16846 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4923 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 130 members 
Mstep: Class 25 contains 41 members 
Entering Unmasked Estep 
Score: -23060936.000000 Penalty: 14697.050781
Splitting cluster 24 changes total score from -23060992.000000 to -23060936.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 126963 members 
Mstep: Class 7 contains 4415 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7795 members 
Mstep: Class 20 contains 16846 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4923 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061016.000000 Penalty: 14109.168945
Iteration 159Q: 25 clusters Score -2.306102e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167215 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12150 members 
Mstep: Class 6 contains 127044 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47162 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7793 members 
Mstep: Class 20 contains 16765 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4923 members 
Mstep: Class 23 contains 845 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060980.000000 Penalty: 14109.168945
Iteration 160F: 25 clusters Score -2.306098e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12103 members 
Mstep: Class 6 contains 127124 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 47065 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7792 members 
Mstep: Class 20 contains 16675 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4919 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060902.000000 Penalty: 14109.168945
Iteration 161Q: 25 clusters Score -2.30609e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12070 members 
Mstep: Class 6 contains 127178 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46971 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7789 members 
Mstep: Class 20 contains 16602 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4910 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060812.000000 Penalty: 14109.168945
Iteration 162Q: 25 clusters Score -2.306081e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167390 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 12033 members 
Mstep: Class 6 contains 127225 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46878 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 16535 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4910 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060800.000000 Penalty: 14109.168945
Iteration 163Q: 25 clusters Score -2.30608e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 5095 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11986 members 
Mstep: Class 6 contains 127226 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46788 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 16461 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4906 members 
Mstep: Class 23 contains 851 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060744.000000 Penalty: 14109.168945
Iteration 164Q: 25 clusters Score -2.306074e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167544 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11949 members 
Mstep: Class 6 contains 127257 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46691 members 
Mstep: Class 10 contains 337 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 16407 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4907 members 
Mstep: Class 23 contains 852 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060714.000000 Penalty: 14109.168945
Iteration 165Q: 25 clusters Score -2.306071e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167601 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 127260 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46590 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 16369 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 853 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060592.000000 Penalty: 14109.168945
Iteration 166Q: 25 clusters Score -2.306059e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167648 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11860 members 
Mstep: Class 6 contains 127280 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46503 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 16325 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4900 members 
Mstep: Class 23 contains 854 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060492.000000 Penalty: 14109.168945
Iteration 167Q: 25 clusters Score -2.306049e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11817 members 
Mstep: Class 6 contains 127300 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46418 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 16272 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4891 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060468.000000 Penalty: 14109.168945
Iteration 168Q: 25 clusters Score -2.306047e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 5666 members 
Mstep: Class 3 contains 3816 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11759 members 
Mstep: Class 6 contains 127350 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46326 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 16230 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060418.000000 Penalty: 14109.168945
Iteration 169Q: 25 clusters Score -2.306042e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167780 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11695 members 
Mstep: Class 6 contains 127408 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46231 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060428.000000 Penalty: 14109.168945
Iteration 170Q: 25 clusters Score -2.306043e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 127464 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46141 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7742 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060362.000000 Penalty: 14109.168945
Iteration 171Q: 25 clusters Score -2.306036e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11578 members 
Mstep: Class 6 contains 127510 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 46062 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7736 members 
Mstep: Class 20 contains 16083 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4853 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060382.000000 Penalty: 14109.168945
Iteration 172Q: 25 clusters Score -2.306038e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167721 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11506 members 
Mstep: Class 6 contains 127609 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45983 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 16043 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 868 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060336.000000 Penalty: 14109.168945
Iteration 173Q: 25 clusters Score -2.306034e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11435 members 
Mstep: Class 6 contains 127708 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45897 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 16002 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4839 members 
Mstep: Class 23 contains 868 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060232.000000 Penalty: 14109.168945
Iteration 174Q: 25 clusters Score -2.306023e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167574 members 
Mstep: Class 2 contains 6654 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11361 members 
Mstep: Class 6 contains 127812 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45813 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7718 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 870 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060264.000000 Penalty: 14109.168945
Iteration 175Q: 25 clusters Score -2.306026e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167475 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 127942 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45725 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 15906 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4824 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060286.000000 Penalty: 14109.168945
Iteration 176Q: 25 clusters Score -2.306029e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167360 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11218 members 
Mstep: Class 6 contains 128056 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45639 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4818 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060356.000000 Penalty: 14109.168945
Iteration 177Q: 25 clusters Score -2.306036e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11133 members 
Mstep: Class 6 contains 128176 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45528 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 15841 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4815 members 
Mstep: Class 23 contains 879 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060436.000000 Penalty: 14109.168945
Iteration 178Q: 25 clusters Score -2.306044e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 11049 members 
Mstep: Class 6 contains 128285 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45406 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 15824 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 879 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060456.000000 Penalty: 14109.168945
Iteration 179Q: 25 clusters Score -2.306046e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167169 members 
Mstep: Class 2 contains 7557 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10976 members 
Mstep: Class 6 contains 128418 members 
Mstep: Class 7 contains 4492 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 15805 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 881 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060428.000000 Penalty: 14109.168945
Iteration 180F: 25 clusters Score -2.306043e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167119 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10888 members 
Mstep: Class 6 contains 128542 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 45176 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 15774 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4785 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060370.000000 Penalty: 14109.168945
Iteration 181Q: 25 clusters Score -2.306037e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 7888 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10789 members 
Mstep: Class 6 contains 128636 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 45051 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7673 members 
Mstep: Class 20 contains 15746 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4774 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060308.000000 Penalty: 14109.168945
Iteration 182Q: 25 clusters Score -2.306031e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167095 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10703 members 
Mstep: Class 6 contains 128731 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44929 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 15711 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4767 members 
Mstep: Class 23 contains 888 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060284.000000 Penalty: 14109.168945
Iteration 183Q: 25 clusters Score -2.306028e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 128847 members 
Mstep: Class 7 contains 4538 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44810 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4753 members 
Mstep: Class 23 contains 893 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060342.000000 Penalty: 14109.168945
Iteration 184Q: 25 clusters Score -2.306034e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166977 members 
Mstep: Class 2 contains 8367 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10558 members 
Mstep: Class 6 contains 129003 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44686 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 15669 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 896 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060298.000000 Penalty: 14109.168945
Iteration 185Q: 25 clusters Score -2.30603e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 8524 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 129168 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44559 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 15626 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060208.000000 Penalty: 14109.168945
Iteration 186Q: 25 clusters Score -2.306021e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166816 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10402 members 
Mstep: Class 6 contains 129338 members 
Mstep: Class 7 contains 4577 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44438 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 15602 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 4702 members 
Mstep: Class 23 contains 903 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060274.000000 Penalty: 14109.168945
Iteration 187Q: 25 clusters Score -2.306027e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 8872 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10317 members 
Mstep: Class 6 contains 129523 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44289 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 15589 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 4685 members 
Mstep: Class 23 contains 907 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060222.000000 Penalty: 14109.168945
Iteration 188Q: 25 clusters Score -2.306022e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 9054 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 129713 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44153 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 15576 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4656 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060020.000000 Penalty: 14109.168945
Iteration 189Q: 25 clusters Score -2.306002e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166520 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 129852 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 44034 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 15579 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059926.000000 Penalty: 14109.168945
Iteration 190Q: 25 clusters Score -2.305993e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 10065 members 
Mstep: Class 6 contains 129969 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 43895 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 15576 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059878.000000 Penalty: 14109.168945
Iteration 191Q: 25 clusters Score -2.305988e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 9541 members 
Mstep: Class 3 contains 3725 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 130181 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 43792 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059888.000000 Penalty: 14109.168945
Iteration 192Q: 25 clusters Score -2.305989e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166365 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 130346 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 43682 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 15527 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 928 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059840.000000 Penalty: 14109.168945
Iteration 193Q: 25 clusters Score -2.305984e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 130464 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 43561 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 15482 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 4556 members 
Mstep: Class 23 contains 930 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059930.000000 Penalty: 14109.168945
Iteration 194Q: 25 clusters Score -2.305993e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 9973 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9704 members 
Mstep: Class 6 contains 130491 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 43422 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7506 members 
Mstep: Class 20 contains 15459 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 934 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059868.000000 Penalty: 14109.168945
Iteration 195Q: 25 clusters Score -2.305987e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166552 members 
Mstep: Class 2 contains 10118 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 130532 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 43270 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 15454 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4524 members 
Mstep: Class 23 contains 936 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059842.000000 Penalty: 14109.168945
Iteration 196Q: 25 clusters Score -2.305984e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 10242 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9533 members 
Mstep: Class 6 contains 130628 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 43140 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 15456 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 938 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059770.000000 Penalty: 14109.168945
Iteration 197Q: 25 clusters Score -2.305977e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 130766 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 43020 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7473 members 
Mstep: Class 20 contains 15435 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 4494 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059684.000000 Penalty: 14109.168945
Iteration 198Q: 25 clusters Score -2.305968e+07 nChanged 1038
Entering ConstructFrom: 
Score: -23059684.000000 Penalty: 14109.168945
Entering ConstructFrom: 
Trying to split cluster 1 (166643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166643 members 
Entering Unmasked Estep 
Score: -9778611.000000 Penalty: 547.074219
	Iteration 0F: 2 clusters Score -9778611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -9673809.000000 Penalty: 1094.148438
	Iteration 0F: 3 clusters Score -9673809 nChanged 82042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -9726850.000000 Penalty: 1094.148438
	Iteration 1F: 3 clusters Score -9726850 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -9731038.000000 Penalty: 1094.148438
	Iteration 2F: 3 clusters Score -9731038 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -9737719.000000 Penalty: 1094.148438
	Iteration 3F: 3 clusters Score -9737719 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -9747093.000000 Penalty: 1094.148438
	Iteration 4F: 3 clusters Score -9747093 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -9756268.000000 Penalty: 1094.148438
	Iteration 5F: 3 clusters Score -9756268 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122559 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -9761380.000000 Penalty: 1094.148438
	Iteration 6Q: 3 clusters Score -9761380 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126851 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -9763670.000000 Penalty: 1094.148438
	Iteration 7Q: 3 clusters Score -9763670 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131115 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -9765147.000000 Penalty: 1094.148438
	Iteration 8Q: 3 clusters Score -9765147 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -9766490.000000 Penalty: 1094.148438
	Iteration 9Q: 3 clusters Score -9766490 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -9768104.000000 Penalty: 1094.148438
	Iteration 10Q: 3 clusters Score -9768104 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -9769549.000000 Penalty: 1094.148438
	Iteration 11Q: 3 clusters Score -9769549 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150255 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -9771352.000000 Penalty: 1094.148438
	Iteration 12Q: 3 clusters Score -9771352 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -9773240.000000 Penalty: 1094.148438
	Iteration 13Q: 3 clusters Score -9773240 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -9774701.000000 Penalty: 1094.148438
	Iteration 14Q: 3 clusters Score -9774701 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160862 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -9775867.000000 Penalty: 1094.148438
	Iteration 15Q: 3 clusters Score -9775867 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162824 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9776842.000000 Penalty: 1094.148438
	Iteration 16Q: 3 clusters Score -9776842 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9777565.000000 Penalty: 1094.148438
	Iteration 17Q: 3 clusters Score -9777565 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9777836.000000 Penalty: 1094.148438
	Iteration 18Q: 3 clusters Score -9777836 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9778072.000000 Penalty: 1094.148438
	Iteration 19Q: 3 clusters Score -9778072 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9778160.000000 Penalty: 1094.148438
	Iteration 20F: 3 clusters Score -9778160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165872 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9778234.000000 Penalty: 1094.148438
	Iteration 21Q: 3 clusters Score -9778234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9778255.000000 Penalty: 1094.148438
	Iteration 22Q: 3 clusters Score -9778255 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9778287.000000 Penalty: 1094.148438
	Iteration 23Q: 3 clusters Score -9778287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166090 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9778294.000000 Penalty: 1094.148438
	Iteration 24Q: 3 clusters Score -9778294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166125 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9778305.000000 Penalty: 1094.148438
	Iteration 25Q: 3 clusters Score -9778305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166148 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9778329.000000 Penalty: 1094.148438
	Iteration 26Q: 3 clusters Score -9778329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9778328.000000 Penalty: 1094.148438
	Iteration 27Q: 3 clusters Score -9778328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166192 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9778338.000000 Penalty: 1094.148438
	Iteration 28Q: 3 clusters Score -9778338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166204 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9778346.000000 Penalty: 1094.148438
	Iteration 29Q: 3 clusters Score -9778346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9778344.000000 Penalty: 1094.148438
	Iteration 30Q: 3 clusters Score -9778344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9778349.000000 Penalty: 1094.148438
	Iteration 31Q: 3 clusters Score -9778349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166224 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9778344.000000 Penalty: 1094.148438
	Iteration 32Q: 3 clusters Score -9778344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9778353.000000 Penalty: 1094.148438
	Iteration 33Q: 3 clusters Score -9778353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9778349.000000 Penalty: 1094.148438
	Iteration 34Q: 3 clusters Score -9778349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9778352.000000 Penalty: 1094.148438
	Iteration 35Q: 3 clusters Score -9778352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9778350.000000 Penalty: 1094.148438
	Iteration 36Q: 3 clusters Score -9778350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9778349.000000 Penalty: 1094.148438
	Iteration 37Q: 3 clusters Score -9778349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9778350.000000 Penalty: 1094.148438
	Iteration 38Q: 3 clusters Score -9778350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9778348.000000 Penalty: 1094.148438
	Iteration 39Q: 3 clusters Score -9778348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166247 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9778353.000000 Penalty: 1094.148438
	Iteration 40F: 3 clusters Score -9778353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166246 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9778350.000000 Penalty: 1094.148438
	Iteration 41Q: 3 clusters Score -9778350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166246 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9778350.000000 Penalty: 1094.148438
	Iteration 42F: 3 clusters Score -9778350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Entering Unmasked Estep 
Score: -665232.625000 Penalty: 421.260101
	Iteration 0F: 2 clusters Score -665232.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -658252.187500 Penalty: 842.520203
	Iteration 0F: 3 clusters Score -658252.2 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -661189.687500 Penalty: 842.520203
	Iteration 1F: 3 clusters Score -661189.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -661625.750000 Penalty: 842.520203
	Iteration 2F: 3 clusters Score -661625.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -662253.062500 Penalty: 842.520203
	Iteration 3F: 3 clusters Score -662253.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -663048.062500 Penalty: 842.520203
	Iteration 4F: 3 clusters Score -663048.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -663812.125000 Penalty: 842.520203
	Iteration 5F: 3 clusters Score -663812.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -664331.312500 Penalty: 842.520203
	Iteration 6Q: 3 clusters Score -664331.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -664622.625000 Penalty: 842.520203
	Iteration 7Q: 3 clusters Score -664622.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -664710.750000 Penalty: 842.520203
	Iteration 8Q: 3 clusters Score -664710.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -664745.437500 Penalty: 842.520203
	Iteration 9Q: 3 clusters Score -664745.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -664763.437500 Penalty: 842.520203
	Iteration 10Q: 3 clusters Score -664763.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -664778.312500 Penalty: 842.520203
	Iteration 11Q: 3 clusters Score -664778.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -664788.875000 Penalty: 842.520203
	Iteration 12Q: 3 clusters Score -664788.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -664797.062500 Penalty: 842.520203
	Iteration 13Q: 3 clusters Score -664797.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -664802.125000 Penalty: 842.520203
	Iteration 14Q: 3 clusters Score -664802.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -664812.312500 Penalty: 842.520203
	Iteration 15Q: 3 clusters Score -664812.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -664823.187500 Penalty: 842.520203
	Iteration 16Q: 3 clusters Score -664823.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -664829.625000 Penalty: 842.520203
	Iteration 17Q: 3 clusters Score -664829.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -664835.687500 Penalty: 842.520203
	Iteration 18Q: 3 clusters Score -664835.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -664842.062500 Penalty: 842.520203
	Iteration 19Q: 3 clusters Score -664842.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -664847.125000 Penalty: 842.520203
	Iteration 20F: 3 clusters Score -664847.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -664855.125000 Penalty: 842.520203
	Iteration 21Q: 3 clusters Score -664855.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -664862.312500 Penalty: 842.520203
	Iteration 22Q: 3 clusters Score -664862.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -664867.250000 Penalty: 842.520203
	Iteration 23Q: 3 clusters Score -664867.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -664867.937500 Penalty: 842.520203
	Iteration 24Q: 3 clusters Score -664867.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -664872.625000 Penalty: 842.520203
	Iteration 25Q: 3 clusters Score -664872.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -664874.187500 Penalty: 842.520203
	Iteration 26Q: 3 clusters Score -664874.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -664876.250000 Penalty: 842.520203
	Iteration 27Q: 3 clusters Score -664876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -664878.000000 Penalty: 842.520203
	Iteration 28Q: 3 clusters Score -664878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -664879.375000 Penalty: 842.520203
	Iteration 29Q: 3 clusters Score -664879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -664879.875000 Penalty: 842.520203
	Iteration 30Q: 3 clusters Score -664879.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -664884.062500 Penalty: 842.520203
	Iteration 31Q: 3 clusters Score -664884.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -664887.000000 Penalty: 842.520203
	Iteration 32Q: 3 clusters Score -664887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -664889.062500 Penalty: 842.520203
	Iteration 33Q: 3 clusters Score -664889.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -664893.937500 Penalty: 842.520203
	Iteration 34Q: 3 clusters Score -664893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -664894.937500 Penalty: 842.520203
	Iteration 35Q: 3 clusters Score -664894.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -664901.000000 Penalty: 842.520203
	Iteration 36Q: 3 clusters Score -664901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -664906.625000 Penalty: 842.520203
	Iteration 37Q: 3 clusters Score -664906.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -664912.687500 Penalty: 842.520203
	Iteration 38Q: 3 clusters Score -664912.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -664919.437500 Penalty: 842.520203
	Iteration 39Q: 3 clusters Score -664919.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -664926.250000 Penalty: 842.520203
	Iteration 40F: 3 clusters Score -664926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -664938.250000 Penalty: 842.520203
	Iteration 41Q: 3 clusters Score -664938.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -664943.500000 Penalty: 842.520203
	Iteration 42Q: 3 clusters Score -664943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -664950.250000 Penalty: 842.520203
	Iteration 43Q: 3 clusters Score -664950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -664950.312500 Penalty: 842.520203
	Iteration 44Q: 3 clusters Score -664950.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -664952.687500 Penalty: 842.520203
	Iteration 45Q: 3 clusters Score -664952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -664954.375000 Penalty: 842.520203
	Iteration 46Q: 3 clusters Score -664954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -664954.437500 Penalty: 842.520203
	Iteration 47Q: 3 clusters Score -664954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -664954.000000 Penalty: 842.520203
	Iteration 48Q: 3 clusters Score -664954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -664953.187500 Penalty: 842.520203
	Iteration 49Q: 3 clusters Score -664953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -664953.875000 Penalty: 842.520203
	Iteration 50Q: 3 clusters Score -664953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -664953.875000 Penalty: 842.520203
	Iteration 51F: 3 clusters Score -664953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -197167.015625 Penalty: 374.028320
	Iteration 0F: 2 clusters Score -197167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -194650.484375 Penalty: 748.056641
	Iteration 0F: 3 clusters Score -194650.5 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -195614.125000 Penalty: 748.056641
	Iteration 1F: 3 clusters Score -195614.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -195729.046875 Penalty: 748.056641
	Iteration 2F: 3 clusters Score -195729 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -195803.906250 Penalty: 748.056641
	Iteration 3F: 3 clusters Score -195803.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -195850.390625 Penalty: 748.056641
	Iteration 4Q: 3 clusters Score -195850.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -195904.984375 Penalty: 748.056641
	Iteration 5Q: 3 clusters Score -195905 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -195966.875000 Penalty: 748.056641
	Iteration 6Q: 3 clusters Score -195966.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -196022.109375 Penalty: 748.056641
	Iteration 7Q: 3 clusters Score -196022.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -196085.484375 Penalty: 748.056641
	Iteration 8Q: 3 clusters Score -196085.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -196159.125000 Penalty: 748.056641
	Iteration 9Q: 3 clusters Score -196159.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -196230.937500 Penalty: 748.056641
	Iteration 10Q: 3 clusters Score -196230.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -196295.125000 Penalty: 748.056641
	Iteration 11Q: 3 clusters Score -196295.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -196364.703125 Penalty: 748.056641
	Iteration 12Q: 3 clusters Score -196364.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -196433.171875 Penalty: 748.056641
	Iteration 13Q: 3 clusters Score -196433.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -196509.203125 Penalty: 748.056641
	Iteration 14Q: 3 clusters Score -196509.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -196578.687500 Penalty: 748.056641
	Iteration 15Q: 3 clusters Score -196578.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -196657.296875 Penalty: 748.056641
	Iteration 16Q: 3 clusters Score -196657.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -196724.875000 Penalty: 748.056641
	Iteration 17Q: 3 clusters Score -196724.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -196782.609375 Penalty: 748.056641
	Iteration 18Q: 3 clusters Score -196782.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -196818.234375 Penalty: 748.056641
	Iteration 19Q: 3 clusters Score -196818.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -196841.062500 Penalty: 748.056641
	Iteration 20F: 3 clusters Score -196841.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -196866.359375 Penalty: 748.056641
	Iteration 21Q: 3 clusters Score -196866.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -196883.593750 Penalty: 748.056641
	Iteration 22Q: 3 clusters Score -196883.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -196897.000000 Penalty: 748.056641
	Iteration 23Q: 3 clusters Score -196897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -196911.843750 Penalty: 748.056641
	Iteration 24Q: 3 clusters Score -196911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -196917.328125 Penalty: 748.056641
	Iteration 25Q: 3 clusters Score -196917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -196919.953125 Penalty: 748.056641
	Iteration 26Q: 3 clusters Score -196920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -196921.453125 Penalty: 748.056641
	Iteration 27Q: 3 clusters Score -196921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -196923.218750 Penalty: 748.056641
	Iteration 28Q: 3 clusters Score -196923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -196924.234375 Penalty: 748.056641
	Iteration 29Q: 3 clusters Score -196924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -196924.187500 Penalty: 748.056641
	Iteration 30Q: 3 clusters Score -196924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -196924.312500 Penalty: 748.056641
	Iteration 31Q: 3 clusters Score -196924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -196924.718750 Penalty: 748.056641
	Iteration 32Q: 3 clusters Score -196924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -196924.718750 Penalty: 748.056641
	Iteration 33F: 3 clusters Score -196924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -100941.421875 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100941.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -101389.187500 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101389.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -101485.296875 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101485.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -101578.414062 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101578.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101662.953125 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -101663 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -101746.929688 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -101746.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101840.585938 Penalty: 684.044922
	Iteration 6F: 3 clusters Score -101840.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101941.476562 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -101941.5 nChanged 70
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: -102025.984375 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -102026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102059.429688 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -102059.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102077.929688 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -102077.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102092.640625 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -102092.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102105.867188 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -102105.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -102124.609375 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -102124.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -102132.171875 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -102132.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102135.437500 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -102135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -102140.039062 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102143.453125 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -102147.187500 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -102150.601562 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -102153.375000 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -102155.843750 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -102158.632812 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -102158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -102162.007812 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -102162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -102162.945312 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -102162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -102163.757812 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -102163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -102163.890625 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -102163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -102164.171875 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -102164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -102164.445312 Penalty: 684.044922
	Iteration 28Q: 3 clusters Score -102164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -102164.445312 Penalty: 684.044922
	Iteration 29F: 3 clusters Score -102164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Entering Unmasked Estep 
Score: -545505.750000 Penalty: 416.080566
	Iteration 0F: 2 clusters Score -545505.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -539268.375000 Penalty: 832.161133
	Iteration 0F: 3 clusters Score -539268.4 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -541801.937500 Penalty: 832.161133
	Iteration 1F: 3 clusters Score -541801.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -542198.000000 Penalty: 832.161133
	Iteration 2F: 3 clusters Score -542198 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -542781.937500 Penalty: 832.161133
	Iteration 3F: 3 clusters Score -542781.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -543493.312500 Penalty: 832.161133
	Iteration 4F: 3 clusters Score -543493.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -544117.375000 Penalty: 832.161133
	Iteration 5F: 3 clusters Score -544117.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -544623.750000 Penalty: 832.161133
	Iteration 6F: 3 clusters Score -544623.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -544923.812500 Penalty: 832.161133
	Iteration 7Q: 3 clusters Score -544923.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -545051.187500 Penalty: 832.161133
	Iteration 8Q: 3 clusters Score -545051.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -545114.500000 Penalty: 832.161133
	Iteration 9Q: 3 clusters Score -545114.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -545171.312500 Penalty: 832.161133
	Iteration 10Q: 3 clusters Score -545171.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -545202.562500 Penalty: 832.161133
	Iteration 11Q: 3 clusters Score -545202.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -545222.312500 Penalty: 832.161133
	Iteration 12Q: 3 clusters Score -545222.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -545237.125000 Penalty: 832.161133
	Iteration 13Q: 3 clusters Score -545237.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -545245.125000 Penalty: 832.161133
	Iteration 14Q: 3 clusters Score -545245.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -545254.437500 Penalty: 832.161133
	Iteration 15Q: 3 clusters Score -545254.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -545263.812500 Penalty: 832.161133
	Iteration 16Q: 3 clusters Score -545263.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -545275.312500 Penalty: 832.161133
	Iteration 17Q: 3 clusters Score -545275.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -545289.062500 Penalty: 832.161133
	Iteration 18Q: 3 clusters Score -545289.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -545301.250000 Penalty: 832.161133
	Iteration 19Q: 3 clusters Score -545301.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -545308.312500 Penalty: 832.161133
	Iteration 20F: 3 clusters Score -545308.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -545310.875000 Penalty: 832.161133
	Iteration 21Q: 3 clusters Score -545310.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -545313.500000 Penalty: 832.161133
	Iteration 22Q: 3 clusters Score -545313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -545315.500000 Penalty: 832.161133
	Iteration 23Q: 3 clusters Score -545315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -545316.750000 Penalty: 832.161133
	Iteration 24Q: 3 clusters Score -545316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -545318.437500 Penalty: 832.161133
	Iteration 25Q: 3 clusters Score -545318.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -545320.000000 Penalty: 832.161133
	Iteration 26Q: 3 clusters Score -545320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -545320.875000 Penalty: 832.161133
	Iteration 27Q: 3 clusters Score -545320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -545321.375000 Penalty: 832.161133
	Iteration 28Q: 3 clusters Score -545321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -545321.187500 Penalty: 832.161133
	Iteration 29Q: 3 clusters Score -545321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -545321.312500 Penalty: 832.161133
	Iteration 30Q: 3 clusters Score -545321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -545321.500000 Penalty: 832.161133
	Iteration 31Q: 3 clusters Score -545321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -545321.750000 Penalty: 832.161133
	Iteration 32Q: 3 clusters Score -545321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -545321.500000 Penalty: 832.161133
	Iteration 33Q: 3 clusters Score -545321.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -545321.625000 Penalty: 832.161133
	Iteration 34Q: 3 clusters Score -545321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -545321.625000 Penalty: 832.161133
	Iteration 35F: 3 clusters Score -545321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (130832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130832 members 
Entering Unmasked Estep 
Score: -7806896.500000 Penalty: 536.065979
	Iteration 0F: 2 clusters Score -7806896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -7724178.500000 Penalty: 1072.131958
	Iteration 0F: 3 clusters Score -7724178 nChanged 64082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -7765163.000000 Penalty: 1072.131958
	Iteration 1F: 3 clusters Score -7765163 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -7768476.500000 Penalty: 1072.131958
	Iteration 2F: 3 clusters Score -7768476 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7773447.000000 Penalty: 1072.131958
	Iteration 3F: 3 clusters Score -7773447 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -7780835.500000 Penalty: 1072.131958
	Iteration 4F: 3 clusters Score -7780836 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -7789234.500000 Penalty: 1072.131958
	Iteration 5F: 3 clusters Score -7789234 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -7794449.500000 Penalty: 1072.131958
	Iteration 6F: 3 clusters Score -7794450 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -7796721.500000 Penalty: 1072.131958
	Iteration 7Q: 3 clusters Score -7796722 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -7797602.500000 Penalty: 1072.131958
	Iteration 8Q: 3 clusters Score -7797602 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -7798205.500000 Penalty: 1072.131958
	Iteration 9Q: 3 clusters Score -7798206 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -7798979.000000 Penalty: 1072.131958
	Iteration 10Q: 3 clusters Score -7798979 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7799737.500000 Penalty: 1072.131958
	Iteration 11Q: 3 clusters Score -7799738 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -7800538.000000 Penalty: 1072.131958
	Iteration 12Q: 3 clusters Score -7800538 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7801477.000000 Penalty: 1072.131958
	Iteration 13Q: 3 clusters Score -7801477 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -7802189.500000 Penalty: 1072.131958
	Iteration 14Q: 3 clusters Score -7802190 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -7802831.000000 Penalty: 1072.131958
	Iteration 15Q: 3 clusters Score -7802831 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -7803338.500000 Penalty: 1072.131958
	Iteration 16Q: 3 clusters Score -7803338 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -7803787.000000 Penalty: 1072.131958
	Iteration 17Q: 3 clusters Score -7803787 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -7804088.500000 Penalty: 1072.131958
	Iteration 18Q: 3 clusters Score -7804088 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -7804340.000000 Penalty: 1072.131958
	Iteration 19Q: 3 clusters Score -7804340 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -7804514.000000 Penalty: 1072.131958
	Iteration 20F: 3 clusters Score -7804514 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102348 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -7804643.000000 Penalty: 1072.131958
	Iteration 21Q: 3 clusters Score -7804643 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -7804697.000000 Penalty: 1072.131958
	Iteration 22Q: 3 clusters Score -7804697 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -7804801.500000 Penalty: 1072.131958
	Iteration 23Q: 3 clusters Score -7804802 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -7804825.500000 Penalty: 1072.131958
	Iteration 24Q: 3 clusters Score -7804826 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -7804855.500000 Penalty: 1072.131958
	Iteration 25Q: 3 clusters Score -7804856 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -7804893.000000 Penalty: 1072.131958
	Iteration 26Q: 3 clusters Score -7804893 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -7804966.500000 Penalty: 1072.131958
	Iteration 27Q: 3 clusters Score -7804966 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -7805010.000000 Penalty: 1072.131958
	Iteration 28Q: 3 clusters Score -7805010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -7805073.000000 Penalty: 1072.131958
	Iteration 29Q: 3 clusters Score -7805073 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7805127.500000 Penalty: 1072.131958
	Iteration 30Q: 3 clusters Score -7805128 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -7805177.000000 Penalty: 1072.131958
	Iteration 31Q: 3 clusters Score -7805177 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -7805203.000000 Penalty: 1072.131958
	Iteration 32Q: 3 clusters Score -7805203 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -7805239.000000 Penalty: 1072.131958
	Iteration 33Q: 3 clusters Score -7805239 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -7805284.500000 Penalty: 1072.131958
	Iteration 34Q: 3 clusters Score -7805284 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -7805342.000000 Penalty: 1072.131958
	Iteration 35Q: 3 clusters Score -7805342 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -7805374.500000 Penalty: 1072.131958
	Iteration 36Q: 3 clusters Score -7805374 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -7805415.500000 Penalty: 1072.131958
	Iteration 37Q: 3 clusters Score -7805416 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -7805440.000000 Penalty: 1072.131958
	Iteration 38Q: 3 clusters Score -7805440 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -7805445.500000 Penalty: 1072.131958
	Iteration 39Q: 3 clusters Score -7805446 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -7805466.000000 Penalty: 1072.131958
	Iteration 40F: 3 clusters Score -7805466 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110537 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7805527.000000 Penalty: 1072.131958
	Iteration 41Q: 3 clusters Score -7805527 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -7805578.500000 Penalty: 1072.131958
	Iteration 42Q: 3 clusters Score -7805578 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111276 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -7805638.000000 Penalty: 1072.131958
	Iteration 43Q: 3 clusters Score -7805638 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111621 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -7805666.500000 Penalty: 1072.131958
	Iteration 44Q: 3 clusters Score -7805666 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7805712.500000 Penalty: 1072.131958
	Iteration 45Q: 3 clusters Score -7805712 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -7805756.500000 Penalty: 1072.131958
	Iteration 46Q: 3 clusters Score -7805756 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112619 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -7805851.500000 Penalty: 1072.131958
	Iteration 47Q: 3 clusters Score -7805852 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -7805891.000000 Penalty: 1072.131958
	Iteration 48Q: 3 clusters Score -7805891 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -7805969.500000 Penalty: 1072.131958
	Iteration 49Q: 3 clusters Score -7805970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -7806031.500000 Penalty: 1072.131958
	Iteration 50Q: 3 clusters Score -7806032 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -7806101.500000 Penalty: 1072.131958
	Iteration 51Q: 3 clusters Score -7806102 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -7806129.500000 Penalty: 1072.131958
	Iteration 52Q: 3 clusters Score -7806130 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -7806187.500000 Penalty: 1072.131958
	Iteration 53Q: 3 clusters Score -7806188 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115071 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -7806270.500000 Penalty: 1072.131958
	Iteration 54Q: 3 clusters Score -7806270 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -7806363.000000 Penalty: 1072.131958
	Iteration 55Q: 3 clusters Score -7806363 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -7806395.500000 Penalty: 1072.131958
	Iteration 56Q: 3 clusters Score -7806396 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -7806480.500000 Penalty: 1072.131958
	Iteration 57Q: 3 clusters Score -7806480 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116503 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -7806519.000000 Penalty: 1072.131958
	Iteration 58Q: 3 clusters Score -7806519 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -7806596.500000 Penalty: 1072.131958
	Iteration 59Q: 3 clusters Score -7806596 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -7806681.000000 Penalty: 1072.131958
	Iteration 60F: 3 clusters Score -7806681 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117723 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -7806798.000000 Penalty: 1072.131958
	Iteration 61Q: 3 clusters Score -7806798 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -7806877.000000 Penalty: 1072.131958
	Iteration 62Q: 3 clusters Score -7806877 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -7806960.500000 Penalty: 1072.131958
	Iteration 63Q: 3 clusters Score -7806960 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119177 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -7807046.500000 Penalty: 1072.131958
	Iteration 64Q: 3 clusters Score -7807046 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119711 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -7807149.500000 Penalty: 1072.131958
	Iteration 65Q: 3 clusters Score -7807150 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -7807248.000000 Penalty: 1072.131958
	Iteration 66Q: 3 clusters Score -7807248 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -7807362.500000 Penalty: 1072.131958
	Iteration 67Q: 3 clusters Score -7807362 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -7807477.000000 Penalty: 1072.131958
	Iteration 68Q: 3 clusters Score -7807477 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121610 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -7807564.000000 Penalty: 1072.131958
	Iteration 69Q: 3 clusters Score -7807564 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122060 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -7807708.500000 Penalty: 1072.131958
	Iteration 70Q: 3 clusters Score -7807708 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -7807840.000000 Penalty: 1072.131958
	Iteration 71Q: 3 clusters Score -7807840 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122915 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -7807991.000000 Penalty: 1072.131958
	Iteration 72Q: 3 clusters Score -7807991 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123310 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -7808124.500000 Penalty: 1072.131958
	Iteration 73Q: 3 clusters Score -7808124 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123722 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -7808127.500000 Penalty: 1072.131958
	Iteration 74Q: 3 clusters Score -7808128 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7808174.000000 Penalty: 1072.131958
	Iteration 75Q: 3 clusters Score -7808174 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124495 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -7808208.000000 Penalty: 1072.131958
	Iteration 76Q: 3 clusters Score -7808208 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124816 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -7808262.000000 Penalty: 1072.131958
	Iteration 77Q: 3 clusters Score -7808262 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -7808257.000000 Penalty: 1072.131958
	Iteration 78Q: 3 clusters Score -7808257 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -7808206.500000 Penalty: 1072.131958
	Iteration 79Q: 3 clusters Score -7808206 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7808188.000000 Penalty: 1072.131958
	Iteration 80F: 3 clusters Score -7808188 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -7808162.500000 Penalty: 1072.131958
	Iteration 81Q: 3 clusters Score -7808162 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125946 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7808121.500000 Penalty: 1072.131958
	Iteration 82Q: 3 clusters Score -7808122 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -7808132.000000 Penalty: 1072.131958
	Iteration 83Q: 3 clusters Score -7808132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -7808147.500000 Penalty: 1072.131958
	Iteration 84Q: 3 clusters Score -7808148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126369 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -7808111.000000 Penalty: 1072.131958
	Iteration 85Q: 3 clusters Score -7808111 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7808087.500000 Penalty: 1072.131958
	Iteration 86Q: 3 clusters Score -7808088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126595 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -7808063.500000 Penalty: 1072.131958
	Iteration 87Q: 3 clusters Score -7808064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -7808073.000000 Penalty: 1072.131958
	Iteration 88Q: 3 clusters Score -7808073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126753 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7808057.500000 Penalty: 1072.131958
	Iteration 89Q: 3 clusters Score -7808058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126834 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7808021.000000 Penalty: 1072.131958
	Iteration 90Q: 3 clusters Score -7808021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126913 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -7808005.500000 Penalty: 1072.131958
	Iteration 91Q: 3 clusters Score -7808006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7807967.500000 Penalty: 1072.131958
	Iteration 92Q: 3 clusters Score -7807968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127073 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -7807955.500000 Penalty: 1072.131958
	Iteration 93Q: 3 clusters Score -7807956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127149 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7807913.500000 Penalty: 1072.131958
	Iteration 94Q: 3 clusters Score -7807914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7807896.000000 Penalty: 1072.131958
	Iteration 95Q: 3 clusters Score -7807896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7807867.500000 Penalty: 1072.131958
	Iteration 96Q: 3 clusters Score -7807868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127375 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7807864.000000 Penalty: 1072.131958
	Iteration 97Q: 3 clusters Score -7807864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7807856.500000 Penalty: 1072.131958
	Iteration 98Q: 3 clusters Score -7807856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7807861.500000 Penalty: 1072.131958
	Iteration 99Q: 3 clusters Score -7807862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7807856.000000 Penalty: 1072.131958
	Iteration 100F: 3 clusters Score -7807856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127628 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7807855.000000 Penalty: 1072.131958
	Iteration 101Q: 3 clusters Score -7807855 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127688 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7807849.000000 Penalty: 1072.131958
	Iteration 102Q: 3 clusters Score -7807849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7807845.500000 Penalty: 1072.131958
	Iteration 103Q: 3 clusters Score -7807846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127804 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7807810.000000 Penalty: 1072.131958
	Iteration 104Q: 3 clusters Score -7807810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127857 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -7807819.000000 Penalty: 1072.131958
	Iteration 105Q: 3 clusters Score -7807819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7807781.000000 Penalty: 1072.131958
	Iteration 106Q: 3 clusters Score -7807781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127943 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7807777.000000 Penalty: 1072.131958
	Iteration 107Q: 3 clusters Score -7807777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7807778.000000 Penalty: 1072.131958
	Iteration 108Q: 3 clusters Score -7807778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128002 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7807773.500000 Penalty: 1072.131958
	Iteration 109Q: 3 clusters Score -7807774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7807774.500000 Penalty: 1072.131958
	Iteration 110Q: 3 clusters Score -7807774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7807787.500000 Penalty: 1072.131958
	Iteration 111Q: 3 clusters Score -7807788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128071 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7807777.000000 Penalty: 1072.131958
	Iteration 112Q: 3 clusters Score -7807777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7807773.500000 Penalty: 1072.131958
	Iteration 113Q: 3 clusters Score -7807774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7807749.000000 Penalty: 1072.131958
	Iteration 114Q: 3 clusters Score -7807749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128133 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7807756.000000 Penalty: 1072.131958
	Iteration 115Q: 3 clusters Score -7807756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128153 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7807760.000000 Penalty: 1072.131958
	Iteration 116Q: 3 clusters Score -7807760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7807760.000000 Penalty: 1072.131958
	Iteration 117Q: 3 clusters Score -7807760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128193 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7807749.000000 Penalty: 1072.131958
	Iteration 118Q: 3 clusters Score -7807749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7807754.500000 Penalty: 1072.131958
	Iteration 119Q: 3 clusters Score -7807754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7807759.500000 Penalty: 1072.131958
	Iteration 120F: 3 clusters Score -7807760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128237 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7807756.500000 Penalty: 1072.131958
	Iteration 121Q: 3 clusters Score -7807756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128245 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7807756.000000 Penalty: 1072.131958
	Iteration 122Q: 3 clusters Score -7807756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128252 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7807757.000000 Penalty: 1072.131958
	Iteration 123Q: 3 clusters Score -7807757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128256 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7807753.500000 Penalty: 1072.131958
	Iteration 124Q: 3 clusters Score -7807754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128262 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7807753.000000 Penalty: 1072.131958
	Iteration 125Q: 3 clusters Score -7807753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7807750.000000 Penalty: 1072.131958
	Iteration 126Q: 3 clusters Score -7807750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7807750.000000 Penalty: 1072.131958
	Iteration 127F: 3 clusters Score -7807750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 128267 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 42894 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 15419 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 2565 members 
Entering Unmasked Estep 
Score: -23060438.000000 Penalty: 14697.050781
Splitting cluster 6 changes total score from -23059684.000000 to -23060438.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -267080.156250 Penalty: 384.181366
	Iteration 0F: 2 clusters Score -267080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -263917.906250 Penalty: 768.362732
	Iteration 0F: 3 clusters Score -263917.9 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -265109.375000 Penalty: 768.362732
	Iteration 1F: 3 clusters Score -265109.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -265261.375000 Penalty: 768.362732
	Iteration 2F: 3 clusters Score -265261.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -265460.718750 Penalty: 768.362732
	Iteration 3F: 3 clusters Score -265460.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -265693.406250 Penalty: 768.362732
	Iteration 4F: 3 clusters Score -265693.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -265968.062500 Penalty: 768.362732
	Iteration 5F: 3 clusters Score -265968.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -266238.281250 Penalty: 768.362732
	Iteration 6F: 3 clusters Score -266238.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -266421.218750 Penalty: 768.362732
	Iteration 7Q: 3 clusters Score -266421.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -266531.343750 Penalty: 768.362732
	Iteration 8Q: 3 clusters Score -266531.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -266585.718750 Penalty: 768.362732
	Iteration 9Q: 3 clusters Score -266585.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -266619.906250 Penalty: 768.362732
	Iteration 10Q: 3 clusters Score -266619.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -266640.781250 Penalty: 768.362732
	Iteration 11Q: 3 clusters Score -266640.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -266659.250000 Penalty: 768.362732
	Iteration 12Q: 3 clusters Score -266659.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -266676.343750 Penalty: 768.362732
	Iteration 13Q: 3 clusters Score -266676.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -266689.000000 Penalty: 768.362732
	Iteration 14Q: 3 clusters Score -266689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -266704.937500 Penalty: 768.362732
	Iteration 15Q: 3 clusters Score -266704.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -266711.500000 Penalty: 768.362732
	Iteration 16Q: 3 clusters Score -266711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -266716.156250 Penalty: 768.362732
	Iteration 17Q: 3 clusters Score -266716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -266720.218750 Penalty: 768.362732
	Iteration 18Q: 3 clusters Score -266720.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -266725.375000 Penalty: 768.362732
	Iteration 19Q: 3 clusters Score -266725.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -266730.062500 Penalty: 768.362732
	Iteration 20F: 3 clusters Score -266730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -266731.687500 Penalty: 768.362732
	Iteration 21Q: 3 clusters Score -266731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -266732.125000 Penalty: 768.362732
	Iteration 22Q: 3 clusters Score -266732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -266732.718750 Penalty: 768.362732
	Iteration 23Q: 3 clusters Score -266732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -266732.718750 Penalty: 768.362732
	Iteration 24F: 3 clusters Score -266732.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48248.421875 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48248.42 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 421 members 
Entering Unmasked Estep 
Score: -47530.894531 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -47530.89 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47737.570312 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -47737.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47781.382812 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -47781.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47814.894531 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -47814.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -47843.089844 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -47843.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47864.203125 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -47864.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -47879.292969 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -47879.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -47889.738281 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -47889.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47903.535156 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -47903.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -47915.554688 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -47915.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47925.871094 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -47925.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -47931.851562 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -47931.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -47937.289062 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -47937.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47943.066406 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -47943.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47947.234375 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -47947.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -47949.875000 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -47949.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -47951.652344 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -47951.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -47953.636719 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -47953.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -47958.312500 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -47958.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -47963.421875 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -47963.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -47965.281250 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -47965.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -47965.921875 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -47965.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -47965.921875 Penalty: 615.092224
	Iteration 22F: 3 clusters Score -47965.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Entering Unmasked Estep 
Score: -2396715.500000 Penalty: 485.325195
	Iteration 0F: 2 clusters Score -2396716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2368116.750000 Penalty: 970.650391
	Iteration 0F: 3 clusters Score -2368117 nChanged 20664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2381104.500000 Penalty: 970.650391
	Iteration 1F: 3 clusters Score -2381104 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2382371.750000 Penalty: 970.650391
	Iteration 2F: 3 clusters Score -2382372 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2384293.000000 Penalty: 970.650391
	Iteration 3F: 3 clusters Score -2384293 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2386561.000000 Penalty: 970.650391
	Iteration 4F: 3 clusters Score -2386561 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2388329.500000 Penalty: 970.650391
	Iteration 5F: 3 clusters Score -2388330 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2389146.500000 Penalty: 970.650391
	Iteration 6Q: 3 clusters Score -2389146 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2389513.500000 Penalty: 970.650391
	Iteration 7Q: 3 clusters Score -2389514 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2389846.250000 Penalty: 970.650391
	Iteration 8Q: 3 clusters Score -2389846 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2390171.250000 Penalty: 970.650391
	Iteration 9Q: 3 clusters Score -2390171 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2390566.250000 Penalty: 970.650391
	Iteration 10Q: 3 clusters Score -2390566 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2391050.500000 Penalty: 970.650391
	Iteration 11Q: 3 clusters Score -2391050 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2391629.750000 Penalty: 970.650391
	Iteration 12Q: 3 clusters Score -2391630 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2392290.250000 Penalty: 970.650391
	Iteration 13Q: 3 clusters Score -2392290 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2392951.000000 Penalty: 970.650391
	Iteration 14Q: 3 clusters Score -2392951 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2393514.500000 Penalty: 970.650391
	Iteration 15Q: 3 clusters Score -2393514 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2393950.500000 Penalty: 970.650391
	Iteration 16Q: 3 clusters Score -2393950 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2394235.250000 Penalty: 970.650391
	Iteration 17Q: 3 clusters Score -2394235 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2394454.500000 Penalty: 970.650391
	Iteration 18Q: 3 clusters Score -2394454 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2394606.000000 Penalty: 970.650391
	Iteration 19Q: 3 clusters Score -2394606 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2394722.500000 Penalty: 970.650391
	Iteration 20F: 3 clusters Score -2394722 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2394826.500000 Penalty: 970.650391
	Iteration 21Q: 3 clusters Score -2394826 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2394927.250000 Penalty: 970.650391
	Iteration 22Q: 3 clusters Score -2394927 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2394992.500000 Penalty: 970.650391
	Iteration 23Q: 3 clusters Score -2394992 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2395063.000000 Penalty: 970.650391
	Iteration 24Q: 3 clusters Score -2395063 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2395131.750000 Penalty: 970.650391
	Iteration 25Q: 3 clusters Score -2395132 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2395193.250000 Penalty: 970.650391
	Iteration 26Q: 3 clusters Score -2395193 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2395248.500000 Penalty: 970.650391
	Iteration 27Q: 3 clusters Score -2395248 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2395305.500000 Penalty: 970.650391
	Iteration 28Q: 3 clusters Score -2395306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2395349.000000 Penalty: 970.650391
	Iteration 29Q: 3 clusters Score -2395349 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2395402.000000 Penalty: 970.650391
	Iteration 30Q: 3 clusters Score -2395402 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2395449.500000 Penalty: 970.650391
	Iteration 31Q: 3 clusters Score -2395450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2395484.250000 Penalty: 970.650391
	Iteration 32Q: 3 clusters Score -2395484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2395528.750000 Penalty: 970.650391
	Iteration 33Q: 3 clusters Score -2395529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2395561.250000 Penalty: 970.650391
	Iteration 34Q: 3 clusters Score -2395561 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2395606.000000 Penalty: 970.650391
	Iteration 35Q: 3 clusters Score -2395606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2395645.750000 Penalty: 970.650391
	Iteration 36Q: 3 clusters Score -2395646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2395678.750000 Penalty: 970.650391
	Iteration 37Q: 3 clusters Score -2395679 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2395720.000000 Penalty: 970.650391
	Iteration 38Q: 3 clusters Score -2395720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2395750.250000 Penalty: 970.650391
	Iteration 39Q: 3 clusters Score -2395750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2395779.750000 Penalty: 970.650391
	Iteration 40F: 3 clusters Score -2395780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2395805.750000 Penalty: 970.650391
	Iteration 41Q: 3 clusters Score -2395806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2395820.500000 Penalty: 970.650391
	Iteration 42Q: 3 clusters Score -2395820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2395847.500000 Penalty: 970.650391
	Iteration 43Q: 3 clusters Score -2395848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2395869.250000 Penalty: 970.650391
	Iteration 44Q: 3 clusters Score -2395869 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2395884.750000 Penalty: 970.650391
	Iteration 45Q: 3 clusters Score -2395885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2395909.250000 Penalty: 970.650391
	Iteration 46Q: 3 clusters Score -2395909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2395931.000000 Penalty: 970.650391
	Iteration 47Q: 3 clusters Score -2395931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2395939.250000 Penalty: 970.650391
	Iteration 48Q: 3 clusters Score -2395939 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2395954.250000 Penalty: 970.650391
	Iteration 49Q: 3 clusters Score -2395954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2395969.750000 Penalty: 970.650391
	Iteration 50Q: 3 clusters Score -2395970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2395971.000000 Penalty: 970.650391
	Iteration 51Q: 3 clusters Score -2395971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2395975.750000 Penalty: 970.650391
	Iteration 52Q: 3 clusters Score -2395976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2395984.500000 Penalty: 970.650391
	Iteration 53Q: 3 clusters Score -2395984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2395995.750000 Penalty: 970.650391
	Iteration 54Q: 3 clusters Score -2395996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2396006.500000 Penalty: 970.650391
	Iteration 55Q: 3 clusters Score -2396006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2396011.500000 Penalty: 970.650391
	Iteration 56Q: 3 clusters Score -2396012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2396011.500000 Penalty: 970.650391
	Iteration 57Q: 3 clusters Score -2396012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2396024.750000 Penalty: 970.650391
	Iteration 58Q: 3 clusters Score -2396025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2396036.000000 Penalty: 970.650391
	Iteration 59Q: 3 clusters Score -2396036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2396053.000000 Penalty: 970.650391
	Iteration 60F: 3 clusters Score -2396053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2396062.000000 Penalty: 970.650391
	Iteration 61Q: 3 clusters Score -2396062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2396079.250000 Penalty: 970.650391
	Iteration 62Q: 3 clusters Score -2396079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2396086.500000 Penalty: 970.650391
	Iteration 63Q: 3 clusters Score -2396086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2396096.500000 Penalty: 970.650391
	Iteration 64Q: 3 clusters Score -2396096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2396092.750000 Penalty: 970.650391
	Iteration 65Q: 3 clusters Score -2396093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2396105.500000 Penalty: 970.650391
	Iteration 66Q: 3 clusters Score -2396106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2396108.750000 Penalty: 970.650391
	Iteration 67Q: 3 clusters Score -2396109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2396123.750000 Penalty: 970.650391
	Iteration 68Q: 3 clusters Score -2396124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2396124.000000 Penalty: 970.650391
	Iteration 69Q: 3 clusters Score -2396124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2396129.750000 Penalty: 970.650391
	Iteration 70Q: 3 clusters Score -2396130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2396131.500000 Penalty: 970.650391
	Iteration 71Q: 3 clusters Score -2396132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2396135.500000 Penalty: 970.650391
	Iteration 72Q: 3 clusters Score -2396136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2396142.500000 Penalty: 970.650391
	Iteration 73Q: 3 clusters Score -2396142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2396147.750000 Penalty: 970.650391
	Iteration 74Q: 3 clusters Score -2396148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2396156.250000 Penalty: 970.650391
	Iteration 75Q: 3 clusters Score -2396156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2396158.250000 Penalty: 970.650391
	Iteration 76Q: 3 clusters Score -2396158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2396160.000000 Penalty: 970.650391
	Iteration 77Q: 3 clusters Score -2396160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2396159.750000 Penalty: 970.650391
	Iteration 78Q: 3 clusters Score -2396160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2396160.250000 Penalty: 970.650391
	Iteration 79Q: 3 clusters Score -2396160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2396164.250000 Penalty: 970.650391
	Iteration 80F: 3 clusters Score -2396164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2396164.500000 Penalty: 970.650391
	Iteration 81Q: 3 clusters Score -2396164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2396168.000000 Penalty: 970.650391
	Iteration 82Q: 3 clusters Score -2396168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2396170.750000 Penalty: 970.650391
	Iteration 83Q: 3 clusters Score -2396171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2396171.000000 Penalty: 970.650391
	Iteration 84Q: 3 clusters Score -2396171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2396176.500000 Penalty: 970.650391
	Iteration 85Q: 3 clusters Score -2396176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2396181.750000 Penalty: 970.650391
	Iteration 86Q: 3 clusters Score -2396182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2396189.000000 Penalty: 970.650391
	Iteration 87Q: 3 clusters Score -2396189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2396194.750000 Penalty: 970.650391
	Iteration 88Q: 3 clusters Score -2396195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2396197.750000 Penalty: 970.650391
	Iteration 89Q: 3 clusters Score -2396198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2396201.750000 Penalty: 970.650391
	Iteration 90Q: 3 clusters Score -2396202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2396210.000000 Penalty: 970.650391
	Iteration 91Q: 3 clusters Score -2396210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2396215.500000 Penalty: 970.650391
	Iteration 92Q: 3 clusters Score -2396216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2396219.000000 Penalty: 970.650391
	Iteration 93Q: 3 clusters Score -2396219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2396223.000000 Penalty: 970.650391
	Iteration 94Q: 3 clusters Score -2396223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2396232.500000 Penalty: 970.650391
	Iteration 95Q: 3 clusters Score -2396232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2396236.250000 Penalty: 970.650391
	Iteration 96Q: 3 clusters Score -2396236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2396245.000000 Penalty: 970.650391
	Iteration 97Q: 3 clusters Score -2396245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2396250.250000 Penalty: 970.650391
	Iteration 98Q: 3 clusters Score -2396250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2396257.750000 Penalty: 970.650391
	Iteration 99Q: 3 clusters Score -2396258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2396261.500000 Penalty: 970.650391
	Iteration 100F: 3 clusters Score -2396262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2396265.000000 Penalty: 970.650391
	Iteration 101Q: 3 clusters Score -2396265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2396268.250000 Penalty: 970.650391
	Iteration 102Q: 3 clusters Score -2396268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2396269.000000 Penalty: 970.650391
	Iteration 103Q: 3 clusters Score -2396269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2396271.000000 Penalty: 970.650391
	Iteration 104Q: 3 clusters Score -2396271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2396273.250000 Penalty: 970.650391
	Iteration 105Q: 3 clusters Score -2396273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2396274.000000 Penalty: 970.650391
	Iteration 106Q: 3 clusters Score -2396274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2396275.500000 Penalty: 970.650391
	Iteration 107Q: 3 clusters Score -2396276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2396277.250000 Penalty: 970.650391
	Iteration 108Q: 3 clusters Score -2396277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2396277.500000 Penalty: 970.650391
	Iteration 109Q: 3 clusters Score -2396278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2396275.750000 Penalty: 970.650391
	Iteration 110Q: 3 clusters Score -2396276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2396280.000000 Penalty: 970.650391
	Iteration 111Q: 3 clusters Score -2396280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2396279.750000 Penalty: 970.650391
	Iteration 112Q: 3 clusters Score -2396280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2396283.500000 Penalty: 970.650391
	Iteration 113Q: 3 clusters Score -2396284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2396290.750000 Penalty: 970.650391
	Iteration 114Q: 3 clusters Score -2396291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2396297.250000 Penalty: 970.650391
	Iteration 115Q: 3 clusters Score -2396297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2396294.750000 Penalty: 970.650391
	Iteration 116Q: 3 clusters Score -2396295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2396300.750000 Penalty: 970.650391
	Iteration 117Q: 3 clusters Score -2396301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2396306.750000 Penalty: 970.650391
	Iteration 118Q: 3 clusters Score -2396307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2396306.750000 Penalty: 970.650391
	Iteration 119Q: 3 clusters Score -2396307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2396307.750000 Penalty: 970.650391
	Iteration 120F: 3 clusters Score -2396308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2396309.000000 Penalty: 970.650391
	Iteration 121Q: 3 clusters Score -2396309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2396310.000000 Penalty: 970.650391
	Iteration 122Q: 3 clusters Score -2396310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2396310.000000 Penalty: 970.650391
	Iteration 123F: 3 clusters Score -2396310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20662.759766 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20662.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20277.050781 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20277.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20359.802734 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20359.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20381.097656 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20387.505859 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -20387.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20390.201172 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -20390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20394.601562 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -20394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20399.523438 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -20399.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20400.669922 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -20400.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20403.476562 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -20403.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20404.755859 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -20404.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20405.865234 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -20405.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20406.232422 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -20406.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20408.302734 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -20408.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20409.613281 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -20409.61 nChanged 1
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: -20410.097656 Penalty: 531.762573
	Iteration 14Q: 3 clusters Score -20410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20411.564453 Penalty: 531.762573
	Iteration 15Q: 3 clusters Score -20411.56 nChanged 1
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: -20412.005859 Penalty: 531.762573
	Iteration 16Q: 3 clusters Score -20412.01 nChanged 0
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: -20412.005859 Penalty: 531.762573
	Iteration 17F: 3 clusters Score -20412.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -72675.734375 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72675.73 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72956.578125 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72956.58 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -73012.140625 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73012.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -73044.601562 Penalty: 652.830200
	Iteration 3Q: 3 clusters Score -73044.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -73089.539062 Penalty: 652.830200
	Iteration 4F: 3 clusters Score -73089.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -73130.195312 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73130.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -73170.414062 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73170.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -73200.664062 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73200.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -73228.765625 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73228.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -73250.382812 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73250.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -73269.062500 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73269.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73277.632812 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73277.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -73282.273438 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73282.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -73290.117188 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73290.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -73306.476562 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73306.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -73317.296875 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73317.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -73327.101562 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73327.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -73335.632812 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73335.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -73341.664062 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73341.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -73346.117188 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73346.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -73351.117188 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73351.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -73353.210938 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73353.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -73355.031250 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73355.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -73357.054688 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73357.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -73360.789062 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73360.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -73364.960938 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73364.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -73369.867188 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -73369.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -73374.796875 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -73374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -73377.796875 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -73377.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -73381.867188 Penalty: 652.830200
	Iteration 29Q: 3 clusters Score -73381.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -73385.109375 Penalty: 652.830200
	Iteration 30Q: 3 clusters Score -73385.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -73387.453125 Penalty: 652.830200
	Iteration 31Q: 3 clusters Score -73387.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -73390.078125 Penalty: 652.830200
	Iteration 32Q: 3 clusters Score -73390.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -73391.921875 Penalty: 652.830200
	Iteration 33Q: 3 clusters Score -73391.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -73394.039062 Penalty: 652.830200
	Iteration 34Q: 3 clusters Score -73394.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -73397.671875 Penalty: 652.830200
	Iteration 35Q: 3 clusters Score -73397.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -73399.093750 Penalty: 652.830200
	Iteration 36Q: 3 clusters Score -73399.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -73399.750000 Penalty: 652.830200
	Iteration 37Q: 3 clusters Score -73399.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -73400.250000 Penalty: 652.830200
	Iteration 38Q: 3 clusters Score -73400.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -73400.859375 Penalty: 652.830200
	Iteration 39Q: 3 clusters Score -73400.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -73400.859375 Penalty: 652.830200
	Iteration 40F: 3 clusters Score -73400.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6405.792480 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6405.792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6197.641602 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6197.642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6256.493164 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6256.493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6279.546875 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6279.547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6295.330078 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -6295.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6302.226074 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6302.226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6309.244141 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6309.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6309.244141 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -6309.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -76426.445312 Penalty: 328.226471
	Iteration 0F: 2 clusters Score -76426.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75366.304688 Penalty: 656.452942
	Iteration 0F: 3 clusters Score -75366.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -75706.640625 Penalty: 656.452942
	Iteration 1F: 3 clusters Score -75706.64 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -75798.148438 Penalty: 656.452942
	Iteration 2F: 3 clusters Score -75798.15 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -75868.031250 Penalty: 656.452942
	Iteration 3F: 3 clusters Score -75868.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -75916.351562 Penalty: 656.452942
	Iteration 4F: 3 clusters Score -75916.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -75961.007812 Penalty: 656.452942
	Iteration 5Q: 3 clusters Score -75961.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -76020.562500 Penalty: 656.452942
	Iteration 6Q: 3 clusters Score -76020.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -76084.140625 Penalty: 656.452942
	Iteration 7Q: 3 clusters Score -76084.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -76137.328125 Penalty: 656.452942
	Iteration 8Q: 3 clusters Score -76137.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -76165.781250 Penalty: 656.452942
	Iteration 9Q: 3 clusters Score -76165.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -76188.312500 Penalty: 656.452942
	Iteration 10Q: 3 clusters Score -76188.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -76193.906250 Penalty: 656.452942
	Iteration 11Q: 3 clusters Score -76193.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -76199.484375 Penalty: 656.452942
	Iteration 12Q: 3 clusters Score -76199.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -76202.828125 Penalty: 656.452942
	Iteration 13Q: 3 clusters Score -76202.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -76205.945312 Penalty: 656.452942
	Iteration 14Q: 3 clusters Score -76205.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -76208.210938 Penalty: 656.452942
	Iteration 15Q: 3 clusters Score -76208.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -76210.429688 Penalty: 656.452942
	Iteration 16Q: 3 clusters Score -76210.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -76212.273438 Penalty: 656.452942
	Iteration 17Q: 3 clusters Score -76212.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -76213.882812 Penalty: 656.452942
	Iteration 18Q: 3 clusters Score -76213.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -76214.250000 Penalty: 656.452942
	Iteration 19Q: 3 clusters Score -76214.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -76214.250000 Penalty: 656.452942
	Iteration 20F: 3 clusters Score -76214.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2180.967041 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2180.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2060.187256 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2060.187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2081.824463 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2081.824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -10131.524414 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -10131.52 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 111 members 
Entering Unmasked Estep 
Score: -9927.773438 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -9927.773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10055.969727 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -10055.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10086.610352 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -10086.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10117.171875 Penalty: 492.459778
	Iteration 3F: 3 clusters Score -10117.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10148.688477 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -10148.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10167.687500 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -10167.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10183.293945 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -10183.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10201.949219 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -10201.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10212.725586 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -10212.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10217.990234 Penalty: 492.459778
	Iteration 9Q: 3 clusters Score -10217.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10223.747070 Penalty: 492.459778
	Iteration 10Q: 3 clusters Score -10223.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10228.459961 Penalty: 492.459778
	Iteration 11Q: 3 clusters Score -10228.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -10237.825195 Penalty: 492.459778
	Iteration 12Q: 3 clusters Score -10237.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -10243.142578 Penalty: 492.459778
	Iteration 13Q: 3 clusters Score -10243.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -10254.708984 Penalty: 492.459778
	Iteration 14Q: 3 clusters Score -10254.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -10254.708984 Penalty: 492.459778
	Iteration 15F: 3 clusters Score -10254.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 128267 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 42894 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 15419 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 43 members 
Entering Unmasked Estep 
Score: -23060224.000000 Penalty: 15284.933594
Splitting cluster 15 changes total score from -23059684.000000 to -23060224.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -42054.703125 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -42054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -41459.929688 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -41459.93 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -41837.609375 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -41837.61 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -41920.992188 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -41920.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -41978.328125 Penalty: 605.175415
	Iteration 3F: 3 clusters Score -41978.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -42016.957031 Penalty: 605.175415
	Iteration 4Q: 3 clusters Score -42016.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -42040.621094 Penalty: 605.175415
	Iteration 5Q: 3 clusters Score -42040.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -42055.980469 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -42055.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -42061.246094 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -42061.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -42062.351562 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -42062.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -42062.460938 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -42062.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -42062.460938 Penalty: 605.175415
	Iteration 10F: 3 clusters Score -42062.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 128267 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 42894 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 109 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 15419 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 171 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 43 members 
Mstep: Class 27 contains 664 members 
Entering Unmasked Estep 
Score: -23059960.000000 Penalty: 15872.815430
Splitting cluster 16 changes total score from -23059684.000000 to -23059960.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14492.011719 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14492.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14164.831055 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14164.83 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14298.605469 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14298.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14405.198242 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14405.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14429.985352 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -14429.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14439.788086 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14439.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14444.266602 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14444.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14446.702148 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14448.184570 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14448.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14450.589844 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14450.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14451.341797 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14451.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14452.959961 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -14452.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14452.959961 Penalty: 518.129639
	Iteration 11F: 3 clusters Score -14452.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9778.647461 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9778.647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9543.559570 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9543.56 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9604.931641 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9604.932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9627.996094 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9627.996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9649.696289 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -9649.696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9658.474609 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9658.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9658.928711 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9658.929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9662.703125 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9662.703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9668.833984 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -9668.834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9673.478516 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -9673.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9677.975586 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -9677.976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9681.111328 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -9681.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9682.624023 Penalty: 480.771515
	Iteration 11Q: 3 clusters Score -9682.624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9682.624023 Penalty: 480.771515
	Iteration 12F: 3 clusters Score -9682.624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Entering Unmasked Estep 
Score: -403397.718750 Penalty: 405.701019
	Iteration 0F: 2 clusters Score -403397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -398387.312500 Penalty: 811.402039
	Iteration 0F: 3 clusters Score -398387.3 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -400542.000000 Penalty: 811.402039
	Iteration 1F: 3 clusters Score -400542 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -401039.968750 Penalty: 811.402039
	Iteration 2F: 3 clusters Score -401040 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -401539.281250 Penalty: 811.402039
	Iteration 3F: 3 clusters Score -401539.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -401931.000000 Penalty: 811.402039
	Iteration 4F: 3 clusters Score -401931 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -402201.281250 Penalty: 811.402039
	Iteration 5F: 3 clusters Score -402201.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -402375.406250 Penalty: 811.402039
	Iteration 6Q: 3 clusters Score -402375.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -402478.187500 Penalty: 811.402039
	Iteration 7Q: 3 clusters Score -402478.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -402576.406250 Penalty: 811.402039
	Iteration 8Q: 3 clusters Score -402576.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -402646.625000 Penalty: 811.402039
	Iteration 9Q: 3 clusters Score -402646.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -402689.375000 Penalty: 811.402039
	Iteration 10Q: 3 clusters Score -402689.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -402719.218750 Penalty: 811.402039
	Iteration 11Q: 3 clusters Score -402719.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -402738.218750 Penalty: 811.402039
	Iteration 12Q: 3 clusters Score -402738.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -402751.312500 Penalty: 811.402039
	Iteration 13Q: 3 clusters Score -402751.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -402762.406250 Penalty: 811.402039
	Iteration 14Q: 3 clusters Score -402762.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -402770.781250 Penalty: 811.402039
	Iteration 15Q: 3 clusters Score -402770.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -402777.062500 Penalty: 811.402039
	Iteration 16Q: 3 clusters Score -402777.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -402785.031250 Penalty: 811.402039
	Iteration 17Q: 3 clusters Score -402785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -402791.250000 Penalty: 811.402039
	Iteration 18Q: 3 clusters Score -402791.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -402795.625000 Penalty: 811.402039
	Iteration 19Q: 3 clusters Score -402795.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -402802.125000 Penalty: 811.402039
	Iteration 20F: 3 clusters Score -402802.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -402807.281250 Penalty: 811.402039
	Iteration 21Q: 3 clusters Score -402807.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -402813.406250 Penalty: 811.402039
	Iteration 22Q: 3 clusters Score -402813.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -402826.812500 Penalty: 811.402039
	Iteration 23Q: 3 clusters Score -402826.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -402840.906250 Penalty: 811.402039
	Iteration 24Q: 3 clusters Score -402840.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -402850.593750 Penalty: 811.402039
	Iteration 25Q: 3 clusters Score -402850.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -402861.093750 Penalty: 811.402039
	Iteration 26Q: 3 clusters Score -402861.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -402878.062500 Penalty: 811.402039
	Iteration 27Q: 3 clusters Score -402878.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -402901.968750 Penalty: 811.402039
	Iteration 28Q: 3 clusters Score -402902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -402946.562500 Penalty: 811.402039
	Iteration 29Q: 3 clusters Score -402946.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402998.343750 Penalty: 811.402039
	Iteration 30Q: 3 clusters Score -402998.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -403035.531250 Penalty: 811.402039
	Iteration 31Q: 3 clusters Score -403035.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -403065.437500 Penalty: 811.402039
	Iteration 32Q: 3 clusters Score -403065.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -403084.312500 Penalty: 811.402039
	Iteration 33Q: 3 clusters Score -403084.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -403099.500000 Penalty: 811.402039
	Iteration 34Q: 3 clusters Score -403099.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -403106.250000 Penalty: 811.402039
	Iteration 35Q: 3 clusters Score -403106.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -403111.187500 Penalty: 811.402039
	Iteration 36Q: 3 clusters Score -403111.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -403115.406250 Penalty: 811.402039
	Iteration 37Q: 3 clusters Score -403115.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -403118.375000 Penalty: 811.402039
	Iteration 38Q: 3 clusters Score -403118.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -403119.000000 Penalty: 811.402039
	Iteration 39Q: 3 clusters Score -403119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -403123.000000 Penalty: 811.402039
	Iteration 40F: 3 clusters Score -403123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -403126.718750 Penalty: 811.402039
	Iteration 41Q: 3 clusters Score -403126.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -403131.281250 Penalty: 811.402039
	Iteration 42Q: 3 clusters Score -403131.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -403136.875000 Penalty: 811.402039
	Iteration 43Q: 3 clusters Score -403136.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403141.250000 Penalty: 811.402039
	Iteration 44Q: 3 clusters Score -403141.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -403143.656250 Penalty: 811.402039
	Iteration 45Q: 3 clusters Score -403143.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -403146.343750 Penalty: 811.402039
	Iteration 46Q: 3 clusters Score -403146.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -403147.218750 Penalty: 811.402039
	Iteration 47Q: 3 clusters Score -403147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -403149.218750 Penalty: 811.402039
	Iteration 48Q: 3 clusters Score -403149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403149.937500 Penalty: 811.402039
	Iteration 49Q: 3 clusters Score -403149.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -403150.250000 Penalty: 811.402039
	Iteration 50Q: 3 clusters Score -403150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -403151.156250 Penalty: 811.402039
	Iteration 51Q: 3 clusters Score -403151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -403151.343750 Penalty: 811.402039
	Iteration 52Q: 3 clusters Score -403151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -403152.906250 Penalty: 811.402039
	Iteration 53Q: 3 clusters Score -403152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -403153.000000 Penalty: 811.402039
	Iteration 54Q: 3 clusters Score -403153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -403152.968750 Penalty: 811.402039
	Iteration 55Q: 3 clusters Score -403153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -403153.187500 Penalty: 811.402039
	Iteration 56Q: 3 clusters Score -403153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -403153.375000 Penalty: 811.402039
	Iteration 57Q: 3 clusters Score -403153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -403152.718750 Penalty: 811.402039
	Iteration 58Q: 3 clusters Score -403152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -403153.375000 Penalty: 811.402039
	Iteration 59Q: 3 clusters Score -403153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -403153.656250 Penalty: 811.402039
	Iteration 60F: 3 clusters Score -403153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -403154.781250 Penalty: 811.402039
	Iteration 61Q: 3 clusters Score -403154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -403154.000000 Penalty: 811.402039
	Iteration 62Q: 3 clusters Score -403154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -403154.343750 Penalty: 811.402039
	Iteration 63Q: 3 clusters Score -403154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -403154.343750 Penalty: 811.402039
	Iteration 64F: 3 clusters Score -403154.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -907943.250000 Penalty: 438.772675
	Iteration 0F: 2 clusters Score -907943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -897618.062500 Penalty: 877.545349
	Iteration 0F: 3 clusters Score -897618.1 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -902104.062500 Penalty: 877.545349
	Iteration 1F: 3 clusters Score -902104.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -902463.687500 Penalty: 877.545349
	Iteration 2F: 3 clusters Score -902463.7 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -902939.375000 Penalty: 877.545349
	Iteration 3F: 3 clusters Score -902939.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -903576.000000 Penalty: 877.545349
	Iteration 4F: 3 clusters Score -903576 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -904451.625000 Penalty: 877.545349
	Iteration 5F: 3 clusters Score -904451.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -905244.562500 Penalty: 877.545349
	Iteration 6F: 3 clusters Score -905244.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -905764.250000 Penalty: 877.545349
	Iteration 7Q: 3 clusters Score -905764.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -906092.250000 Penalty: 877.545349
	Iteration 8Q: 3 clusters Score -906092.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -906342.375000 Penalty: 877.545349
	Iteration 9Q: 3 clusters Score -906342.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -906556.250000 Penalty: 877.545349
	Iteration 10Q: 3 clusters Score -906556.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -906725.687500 Penalty: 877.545349
	Iteration 11Q: 3 clusters Score -906725.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -906857.312500 Penalty: 877.545349
	Iteration 12Q: 3 clusters Score -906857.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -906980.812500 Penalty: 877.545349
	Iteration 13Q: 3 clusters Score -906980.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -907105.250000 Penalty: 877.545349
	Iteration 14Q: 3 clusters Score -907105.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -907204.000000 Penalty: 877.545349
	Iteration 15Q: 3 clusters Score -907204 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -907295.312500 Penalty: 877.545349
	Iteration 16Q: 3 clusters Score -907295.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -907366.937500 Penalty: 877.545349
	Iteration 17Q: 3 clusters Score -907366.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -907421.250000 Penalty: 877.545349
	Iteration 18Q: 3 clusters Score -907421.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -907463.187500 Penalty: 877.545349
	Iteration 19Q: 3 clusters Score -907463.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -907496.187500 Penalty: 877.545349
	Iteration 20F: 3 clusters Score -907496.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -907524.250000 Penalty: 877.545349
	Iteration 21Q: 3 clusters Score -907524.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -907539.687500 Penalty: 877.545349
	Iteration 22Q: 3 clusters Score -907539.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -907549.250000 Penalty: 877.545349
	Iteration 23Q: 3 clusters Score -907549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -907557.125000 Penalty: 877.545349
	Iteration 24Q: 3 clusters Score -907557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -907561.375000 Penalty: 877.545349
	Iteration 25Q: 3 clusters Score -907561.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -907566.375000 Penalty: 877.545349
	Iteration 26Q: 3 clusters Score -907566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -907571.312500 Penalty: 877.545349
	Iteration 27Q: 3 clusters Score -907571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -907579.437500 Penalty: 877.545349
	Iteration 28Q: 3 clusters Score -907579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -907583.312500 Penalty: 877.545349
	Iteration 29Q: 3 clusters Score -907583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -907585.500000 Penalty: 877.545349
	Iteration 30Q: 3 clusters Score -907585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -907587.937500 Penalty: 877.545349
	Iteration 31Q: 3 clusters Score -907587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -907592.062500 Penalty: 877.545349
	Iteration 32Q: 3 clusters Score -907592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -907592.062500 Penalty: 877.545349
	Iteration 33F: 3 clusters Score -907592.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -50350.523438 Penalty: 313.522736
	Iteration 0F: 2 clusters Score -50350.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49585.886719 Penalty: 627.045471
	Iteration 0F: 3 clusters Score -49585.89 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49865.058594 Penalty: 627.045471
	Iteration 1F: 3 clusters Score -49865.06 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49964.308594 Penalty: 627.045471
	Iteration 2F: 3 clusters Score -49964.31 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50039.949219 Penalty: 627.045471
	Iteration 3F: 3 clusters Score -50039.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50092.046875 Penalty: 627.045471
	Iteration 4F: 3 clusters Score -50092.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50134.648438 Penalty: 627.045471
	Iteration 5Q: 3 clusters Score -50134.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50182.152344 Penalty: 627.045471
	Iteration 6Q: 3 clusters Score -50182.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50218.171875 Penalty: 627.045471
	Iteration 7Q: 3 clusters Score -50218.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50234.503906 Penalty: 627.045471
	Iteration 8Q: 3 clusters Score -50234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50243.023438 Penalty: 627.045471
	Iteration 9Q: 3 clusters Score -50243.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50248.746094 Penalty: 627.045471
	Iteration 10Q: 3 clusters Score -50248.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50252.890625 Penalty: 627.045471
	Iteration 11Q: 3 clusters Score -50252.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50254.847656 Penalty: 627.045471
	Iteration 12Q: 3 clusters Score -50254.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50256.410156 Penalty: 627.045471
	Iteration 13Q: 3 clusters Score -50256.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50256.886719 Penalty: 627.045471
	Iteration 14Q: 3 clusters Score -50256.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50257.289062 Penalty: 627.045471
	Iteration 15Q: 3 clusters Score -50257.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50257.289062 Penalty: 627.045471
	Iteration 16F: 3 clusters Score -50257.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -257221.671875 Penalty: 382.505249
	Iteration 0F: 2 clusters Score -257221.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -254221.828125 Penalty: 765.010498
	Iteration 0F: 3 clusters Score -254221.8 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -255619.640625 Penalty: 765.010498
	Iteration 1F: 3 clusters Score -255619.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -255918.875000 Penalty: 765.010498
	Iteration 2F: 3 clusters Score -255918.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -256121.640625 Penalty: 765.010498
	Iteration 3F: 3 clusters Score -256121.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -256235.625000 Penalty: 765.010498
	Iteration 4F: 3 clusters Score -256235.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -256314.328125 Penalty: 765.010498
	Iteration 5Q: 3 clusters Score -256314.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -256369.609375 Penalty: 765.010498
	Iteration 6Q: 3 clusters Score -256369.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -256416.359375 Penalty: 765.010498
	Iteration 7Q: 3 clusters Score -256416.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -256449.875000 Penalty: 765.010498
	Iteration 8Q: 3 clusters Score -256449.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -256479.796875 Penalty: 765.010498
	Iteration 9Q: 3 clusters Score -256479.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -256503.359375 Penalty: 765.010498
	Iteration 10Q: 3 clusters Score -256503.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -256522.796875 Penalty: 765.010498
	Iteration 11Q: 3 clusters Score -256522.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -256542.609375 Penalty: 765.010498
	Iteration 12Q: 3 clusters Score -256542.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -256566.000000 Penalty: 765.010498
	Iteration 13Q: 3 clusters Score -256566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -256611.890625 Penalty: 765.010498
	Iteration 14Q: 3 clusters Score -256611.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -256672.500000 Penalty: 765.010498
	Iteration 15Q: 3 clusters Score -256672.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -256734.515625 Penalty: 765.010498
	Iteration 16Q: 3 clusters Score -256734.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -256793.718750 Penalty: 765.010498
	Iteration 17Q: 3 clusters Score -256793.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -256841.578125 Penalty: 765.010498
	Iteration 18Q: 3 clusters Score -256841.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -256876.375000 Penalty: 765.010498
	Iteration 19Q: 3 clusters Score -256876.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -256898.890625 Penalty: 765.010498
	Iteration 20F: 3 clusters Score -256898.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -256915.359375 Penalty: 765.010498
	Iteration 21Q: 3 clusters Score -256915.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -256927.828125 Penalty: 765.010498
	Iteration 22Q: 3 clusters Score -256927.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -256938.937500 Penalty: 765.010498
	Iteration 23Q: 3 clusters Score -256938.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -256949.390625 Penalty: 765.010498
	Iteration 24Q: 3 clusters Score -256949.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -256955.046875 Penalty: 765.010498
	Iteration 25Q: 3 clusters Score -256955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -256960.046875 Penalty: 765.010498
	Iteration 26Q: 3 clusters Score -256960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -256963.968750 Penalty: 765.010498
	Iteration 27Q: 3 clusters Score -256964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -256966.375000 Penalty: 765.010498
	Iteration 28Q: 3 clusters Score -256966.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -256970.281250 Penalty: 765.010498
	Iteration 29Q: 3 clusters Score -256970.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -256975.890625 Penalty: 765.010498
	Iteration 30Q: 3 clusters Score -256975.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -256981.828125 Penalty: 765.010498
	Iteration 31Q: 3 clusters Score -256981.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -256988.125000 Penalty: 765.010498
	Iteration 32Q: 3 clusters Score -256988.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -256992.109375 Penalty: 765.010498
	Iteration 33Q: 3 clusters Score -256992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -256997.000000 Penalty: 765.010498
	Iteration 34Q: 3 clusters Score -256997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -256999.828125 Penalty: 765.010498
	Iteration 35Q: 3 clusters Score -256999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -257000.234375 Penalty: 765.010498
	Iteration 36Q: 3 clusters Score -257000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -257000.421875 Penalty: 765.010498
	Iteration 37Q: 3 clusters Score -257000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -257001.140625 Penalty: 765.010498
	Iteration 38Q: 3 clusters Score -257001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -257003.453125 Penalty: 765.010498
	Iteration 39Q: 3 clusters Score -257003.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -257005.343750 Penalty: 765.010498
	Iteration 40F: 3 clusters Score -257005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -257006.703125 Penalty: 765.010498
	Iteration 41Q: 3 clusters Score -257006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -257006.343750 Penalty: 765.010498
	Iteration 42Q: 3 clusters Score -257006.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -257006.343750 Penalty: 765.010498
	Iteration 43F: 3 clusters Score -257006.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -55792.671875 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -55792.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -55026.273438 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -55026.27 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -55326.242188 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -55326.24 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -55465.589844 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -55465.59 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -55557.441406 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -55557.44 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -55627.199219 Penalty: 622.878174
	Iteration 4F: 3 clusters Score -55627.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -55679.070312 Penalty: 622.878174
	Iteration 5F: 3 clusters Score -55679.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -55697.742188 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -55697.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -55705.171875 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -55705.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -55709.378906 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -55709.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -55711.304688 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -55711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -55712.382812 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -55712.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -55713.074219 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -55713.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -55713.164062 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -55713.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -55713.367188 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -55713.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -55713.367188 Penalty: 622.878174
	Iteration 14F: 3 clusters Score -55713.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -7913.556641 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -7913.557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7653.295410 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -7653.295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7701.709473 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -7701.709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7726.310547 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -7726.311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7746.423340 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -7746.423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7769.792480 Penalty: 467.891388
	Iteration 4F: 3 clusters Score -7769.792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7813.688477 Penalty: 467.891388
	Iteration 5F: 3 clusters Score -7813.688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7868.639160 Penalty: 467.891388
	Iteration 6F: 3 clusters Score -7868.639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7971.871582 Penalty: 467.891388
	Iteration 7F: 3 clusters Score -7971.872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8188.102051 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -8188.102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8210.385742 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -8210.386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8218.041992 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -8218.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8218.984375 Penalty: 467.891388
	Iteration 11Q: 3 clusters Score -8218.984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8218.984375 Penalty: 467.891388
	Iteration 12F: 3 clusters Score -8218.984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 128267 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 42894 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 109 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 15419 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 47 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 43 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 124 members 
Entering Unmasked Estep 
Score: -23059908.000000 Penalty: 16460.697266
Splitting cluster 24 changes total score from -23059684.000000 to -23059908.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 128267 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 42894 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 109 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 15419 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060042.000000 Penalty: 16460.697266
Iteration 199Q: 29 clusters Score -2.306004e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9262 members 
Mstep: Class 6 contains 128096 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42777 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 114 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7433 members 
Mstep: Class 20 contains 15393 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 937 members 
Mstep: Class 24 contains 46 members 
Mstep: Class 25 contains 2550 members 
Mstep: Class 26 contains 41 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 516.670349 but Gain 587.881836
Score: -23060384.000000 Penalty: 15872.815430
Iteration 200F: 28 clusters Score -2.306038e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 3184 members 
Mstep: Class 1 contains 166982 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 3703 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9176 members 
Mstep: Class 6 contains 127971 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42687 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 183 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7414 members 
Mstep: Class 20 contains 15363 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 25 contains 2878 members 
Mstep: Class 26 contains 59 members 
Mstep: Class 27 contains 661 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061128.000000 Penalty: 15872.815430
Iteration 201Q: 28 clusters Score -2.306113e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9110 members 
Mstep: Class 6 contains 127918 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42598 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 125 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7395 members 
Mstep: Class 20 contains 15339 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 57 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061302.000000 Penalty: 15872.815430
Iteration 202Q: 28 clusters Score -2.30613e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 10818 members 
Mstep: Class 3 contains 3695 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 127929 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 15320 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 25 contains 3482 members 
Mstep: Class 26 contains 53 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061494.000000 Penalty: 15872.815430
Iteration 203Q: 28 clusters Score -2.306149e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 3692 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 6 contains 128010 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42350 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 120 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 15298 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 25 contains 3761 members 
Mstep: Class 26 contains 50 members 
Mstep: Class 27 contains 673 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061740.000000 Penalty: 15872.815430
Iteration 204Q: 28 clusters Score -2.306174e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 3689 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 6 contains 128063 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42242 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 118 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 15273 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061850.000000 Penalty: 15872.815430
Iteration 205Q: 28 clusters Score -2.306185e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 3690 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 128069 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42143 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7322 members 
Mstep: Class 20 contains 15259 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 4356 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061904.000000 Penalty: 15872.815430
Iteration 206Q: 28 clusters Score -2.30619e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166157 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 128073 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 42046 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 117 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 15218 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4337 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 25 contains 4486 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062010.000000 Penalty: 15872.815430
Iteration 207Q: 28 clusters Score -2.306201e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8829 members 
Mstep: Class 6 contains 128067 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41954 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 184 members 
Mstep: Class 16 contains 118 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7278 members 
Mstep: Class 20 contains 15185 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 25 contains 4720 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062026.000000 Penalty: 15872.815430
Iteration 208Q: 28 clusters Score -2.306203e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 11205 members 
Mstep: Class 3 contains 3694 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 128056 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41873 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 183 members 
Mstep: Class 16 contains 119 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 15152 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 4308 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062104.000000 Penalty: 15872.815430
Iteration 209Q: 28 clusters Score -2.30621e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 11255 members 
Mstep: Class 3 contains 3692 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 128078 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41788 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 118 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 15115 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 4296 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 5181 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062194.000000 Penalty: 15872.815430
Iteration 210Q: 28 clusters Score -2.306219e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 11306 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8736 members 
Mstep: Class 6 contains 128084 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41690 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 181 members 
Mstep: Class 16 contains 119 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 15083 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4287 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 25 contains 5418 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062198.000000 Penalty: 15872.815430
Iteration 211Q: 28 clusters Score -2.30622e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165670 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 3685 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 128082 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41607 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 120 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 15045 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 25 contains 5621 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062276.000000 Penalty: 15872.815430
Iteration 212Q: 28 clusters Score -2.306228e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 3678 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8669 members 
Mstep: Class 6 contains 128075 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41531 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 179 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7201 members 
Mstep: Class 20 contains 15012 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4277 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062348.000000 Penalty: 15872.815430
Iteration 213Q: 28 clusters Score -2.306235e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 128052 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 178 members 
Mstep: Class 16 contains 122 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7183 members 
Mstep: Class 20 contains 14983 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 4268 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062462.000000 Penalty: 15872.815430
Iteration 214Q: 28 clusters Score -2.306246e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165497 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 128022 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41392 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 20 contains 14949 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 4257 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062466.000000 Penalty: 15872.815430
Iteration 215Q: 28 clusters Score -2.306247e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 127999 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41339 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 122 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 20 contains 14901 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 4244 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 6345 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062526.000000 Penalty: 15872.815430
Iteration 216Q: 28 clusters Score -2.306253e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165423 members 
Mstep: Class 2 contains 11635 members 
Mstep: Class 3 contains 3667 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8556 members 
Mstep: Class 6 contains 127998 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41291 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 120 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 14865 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 6491 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062600.000000 Penalty: 15872.815430
Iteration 217Q: 28 clusters Score -2.30626e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8520 members 
Mstep: Class 6 contains 127971 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41240 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 120 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 14824 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 25 contains 6637 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062626.000000 Penalty: 15872.815430
Iteration 218Q: 28 clusters Score -2.306263e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 127936 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41183 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 120 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 14776 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 6787 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062684.000000 Penalty: 15872.815430
Iteration 219Q: 28 clusters Score -2.306268e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165401 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 127891 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41108 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 120 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 14729 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 4210 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 6935 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062814.000000 Penalty: 15872.815430
Iteration 220F: 28 clusters Score -2.306281e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 127859 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 41025 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 124 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 4198 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 7128 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062902.000000 Penalty: 15872.815430
Iteration 221Q: 28 clusters Score -2.30629e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165326 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 127834 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40949 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 171 members 
Mstep: Class 16 contains 126 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 7305 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062974.000000 Penalty: 15872.815430
Iteration 222Q: 28 clusters Score -2.306297e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 3659 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8386 members 
Mstep: Class 6 contains 127830 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40883 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 171 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 14641 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 948 members 
Mstep: Class 25 contains 7470 members 
Mstep: Class 26 contains 45 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063010.000000 Penalty: 15872.815430
Iteration 223Q: 28 clusters Score -2.306301e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 11921 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 6 contains 127838 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40826 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 171 members 
Mstep: Class 16 contains 129 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7062 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 25 contains 7618 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063088.000000 Penalty: 15872.815430
Iteration 224Q: 28 clusters Score -2.306309e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165222 members 
Mstep: Class 2 contains 11940 members 
Mstep: Class 3 contains 3648 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 127829 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40770 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7051 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 4162 members 
Mstep: Class 23 contains 952 members 
Mstep: Class 25 contains 7764 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063108.000000 Penalty: 15872.815430
Iteration 225Q: 28 clusters Score -2.306311e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 3646 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 127823 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40715 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 4159 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 25 contains 7898 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063156.000000 Penalty: 15872.815430
Iteration 226Q: 28 clusters Score -2.306316e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165189 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 3645 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 127809 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40657 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7039 members 
Mstep: Class 20 contains 14541 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 4156 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 25 contains 8029 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063142.000000 Penalty: 15872.815430
Iteration 227Q: 28 clusters Score -2.306314e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165201 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 3643 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8211 members 
Mstep: Class 6 contains 127773 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40595 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 14530 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063124.000000 Penalty: 15872.815430
Iteration 228Q: 28 clusters Score -2.306312e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165201 members 
Mstep: Class 2 contains 12027 members 
Mstep: Class 3 contains 3645 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 127753 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40534 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7027 members 
Mstep: Class 20 contains 14516 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 4158 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063238.000000 Penalty: 15872.815430
Iteration 229Q: 28 clusters Score -2.306324e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 12058 members 
Mstep: Class 3 contains 3641 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8134 members 
Mstep: Class 6 contains 127737 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40477 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7022 members 
Mstep: Class 20 contains 14490 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 4157 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 25 contains 8359 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063328.000000 Penalty: 15872.815430
Iteration 230Q: 28 clusters Score -2.306333e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165223 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 3637 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 127744 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40411 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 14467 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 4143 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 25 contains 8444 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063318.000000 Penalty: 15872.815430
Iteration 231Q: 28 clusters Score -2.306332e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 3 contains 3630 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 127768 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40364 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7013 members 
Mstep: Class 20 contains 14441 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 25 contains 8528 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063360.000000 Penalty: 15872.815430
Iteration 232Q: 28 clusters Score -2.306336e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 12148 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 127771 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40309 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4122 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 25 contains 8618 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063462.000000 Penalty: 15872.815430
Iteration 233Q: 28 clusters Score -2.306346e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 12172 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 127784 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40258 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 7002 members 
Mstep: Class 20 contains 14398 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4107 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063486.000000 Penalty: 15872.815430
Iteration 234Q: 28 clusters Score -2.306349e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165241 members 
Mstep: Class 2 contains 12196 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7971 members 
Mstep: Class 6 contains 127806 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40216 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6993 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 25 contains 8763 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063478.000000 Penalty: 15872.815430
Iteration 235Q: 28 clusters Score -2.306348e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165243 members 
Mstep: Class 2 contains 12229 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 127799 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40176 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 14340 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4084 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 25 contains 8838 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063442.000000 Penalty: 15872.815430
Iteration 236Q: 28 clusters Score -2.306344e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 12267 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 127800 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40135 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6973 members 
Mstep: Class 20 contains 14327 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 25 contains 8914 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063458.000000 Penalty: 15872.815430
Iteration 237Q: 28 clusters Score -2.306346e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 12292 members 
Mstep: Class 3 contains 3599 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 127815 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40091 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6961 members 
Mstep: Class 20 contains 14302 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 25 contains 8991 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063500.000000 Penalty: 15872.815430
Iteration 238Q: 28 clusters Score -2.30635e+07 nChanged 340
Entering ConstructFrom: 
Score: -23063500.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (165237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Entering Unmasked Estep 
Score: -9678642.000000 Penalty: 546.688660
	Iteration 0F: 2 clusters Score -9678642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -9573214.000000 Penalty: 1093.377319
	Iteration 0F: 3 clusters Score -9573214 nChanged 81319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -9623669.000000 Penalty: 1093.377319
	Iteration 1F: 3 clusters Score -9623669 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -9626123.000000 Penalty: 1093.377319
	Iteration 2Q: 3 clusters Score -9626123 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -9629610.000000 Penalty: 1093.377319
	Iteration 3F: 3 clusters Score -9629610 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -9635256.000000 Penalty: 1093.377319
	Iteration 4F: 3 clusters Score -9635256 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120637 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -9643646.000000 Penalty: 1093.377319
	Iteration 5F: 3 clusters Score -9643646 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132608 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -9654073.000000 Penalty: 1093.377319
	Iteration 6F: 3 clusters Score -9654073 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -9663941.000000 Penalty: 1093.377319
	Iteration 7F: 3 clusters Score -9663941 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -9670973.000000 Penalty: 1093.377319
	Iteration 8F: 3 clusters Score -9670973 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -9674736.000000 Penalty: 1093.377319
	Iteration 9Q: 3 clusters Score -9674736 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9676545.000000 Penalty: 1093.377319
	Iteration 10Q: 3 clusters Score -9676545 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9677393.000000 Penalty: 1093.377319
	Iteration 11Q: 3 clusters Score -9677393 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164280 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9677841.000000 Penalty: 1093.377319
	Iteration 12Q: 3 clusters Score -9677841 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9678051.000000 Penalty: 1093.377319
	Iteration 13Q: 3 clusters Score -9678051 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9678086.000000 Penalty: 1093.377319
	Iteration 14Q: 3 clusters Score -9678086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9678125.000000 Penalty: 1093.377319
	Iteration 15Q: 3 clusters Score -9678125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164980 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9678129.000000 Penalty: 1093.377319
	Iteration 16Q: 3 clusters Score -9678129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165023 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9678147.000000 Penalty: 1093.377319
	Iteration 17Q: 3 clusters Score -9678147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165050 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9678148.000000 Penalty: 1093.377319
	Iteration 18Q: 3 clusters Score -9678148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165066 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9678181.000000 Penalty: 1093.377319
	Iteration 19Q: 3 clusters Score -9678181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165071 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9678193.000000 Penalty: 1093.377319
	Iteration 20F: 3 clusters Score -9678193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9678191.000000 Penalty: 1093.377319
	Iteration 21Q: 3 clusters Score -9678191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165075 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9678196.000000 Penalty: 1093.377319
	Iteration 22Q: 3 clusters Score -9678196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9678216.000000 Penalty: 1093.377319
	Iteration 23Q: 3 clusters Score -9678216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165084 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9678216.000000 Penalty: 1093.377319
	Iteration 24Q: 3 clusters Score -9678216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9678226.000000 Penalty: 1093.377319
	Iteration 25Q: 3 clusters Score -9678226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9678229.000000 Penalty: 1093.377319
	Iteration 26Q: 3 clusters Score -9678229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165090 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9678229.000000 Penalty: 1093.377319
	Iteration 27Q: 3 clusters Score -9678229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165092 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9678220.000000 Penalty: 1093.377319
	Iteration 28Q: 3 clusters Score -9678220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165092 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9678222.000000 Penalty: 1093.377319
	Iteration 29Q: 3 clusters Score -9678222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9678227.000000 Penalty: 1093.377319
	Iteration 30Q: 3 clusters Score -9678227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165093 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9678228.000000 Penalty: 1093.377319
	Iteration 31Q: 3 clusters Score -9678228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9678232.000000 Penalty: 1093.377319
	Iteration 32Q: 3 clusters Score -9678232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9678225.000000 Penalty: 1093.377319
	Iteration 33Q: 3 clusters Score -9678225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165098 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9678232.000000 Penalty: 1093.377319
	Iteration 34Q: 3 clusters Score -9678232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165099 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9678232.000000 Penalty: 1093.377319
	Iteration 35Q: 3 clusters Score -9678232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9678238.000000 Penalty: 1093.377319
	Iteration 36Q: 3 clusters Score -9678238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9678239.000000 Penalty: 1093.377319
	Iteration 37Q: 3 clusters Score -9678239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9678236.000000 Penalty: 1093.377319
	Iteration 38Q: 3 clusters Score -9678236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165101 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9678238.000000 Penalty: 1093.377319
	Iteration 39Q: 3 clusters Score -9678238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9678245.000000 Penalty: 1093.377319
	Iteration 40F: 3 clusters Score -9678245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9678239.000000 Penalty: 1093.377319
	Iteration 41Q: 3 clusters Score -9678239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9678239.000000 Penalty: 1093.377319
	Iteration 42F: 3 clusters Score -9678239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Entering Unmasked Estep 
Score: -779581.437500 Penalty: 428.537720
	Iteration 0F: 2 clusters Score -779581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -771329.687500 Penalty: 857.075439
	Iteration 0F: 3 clusters Score -771329.7 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -774700.437500 Penalty: 857.075439
	Iteration 1F: 3 clusters Score -774700.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -775024.875000 Penalty: 857.075439
	Iteration 2F: 3 clusters Score -775024.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -775534.562500 Penalty: 857.075439
	Iteration 3F: 3 clusters Score -775534.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -776310.687500 Penalty: 857.075439
	Iteration 4F: 3 clusters Score -776310.7 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -777277.937500 Penalty: 857.075439
	Iteration 5F: 3 clusters Score -777277.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -778138.687500 Penalty: 857.075439
	Iteration 6F: 3 clusters Score -778138.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -778673.687500 Penalty: 857.075439
	Iteration 7Q: 3 clusters Score -778673.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -778948.625000 Penalty: 857.075439
	Iteration 8Q: 3 clusters Score -778948.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -779074.375000 Penalty: 857.075439
	Iteration 9Q: 3 clusters Score -779074.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -779134.687500 Penalty: 857.075439
	Iteration 10Q: 3 clusters Score -779134.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -779175.312500 Penalty: 857.075439
	Iteration 11Q: 3 clusters Score -779175.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -779200.062500 Penalty: 857.075439
	Iteration 12Q: 3 clusters Score -779200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -779212.437500 Penalty: 857.075439
	Iteration 13Q: 3 clusters Score -779212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -779219.500000 Penalty: 857.075439
	Iteration 14Q: 3 clusters Score -779219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -779221.062500 Penalty: 857.075439
	Iteration 15Q: 3 clusters Score -779221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -779222.562500 Penalty: 857.075439
	Iteration 16Q: 3 clusters Score -779222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -779222.562500 Penalty: 857.075439
	Iteration 17F: 3 clusters Score -779222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -189975.703125 Penalty: 372.471466
	Iteration 0F: 2 clusters Score -189975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -187506.765625 Penalty: 744.942932
	Iteration 0F: 3 clusters Score -187506.8 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -188404.484375 Penalty: 744.942932
	Iteration 1F: 3 clusters Score -188404.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -188577.421875 Penalty: 744.942932
	Iteration 2F: 3 clusters Score -188577.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -188806.546875 Penalty: 744.942932
	Iteration 3F: 3 clusters Score -188806.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -189048.781250 Penalty: 744.942932
	Iteration 4F: 3 clusters Score -189048.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -189238.640625 Penalty: 744.942932
	Iteration 5F: 3 clusters Score -189238.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -189380.187500 Penalty: 744.942932
	Iteration 6Q: 3 clusters Score -189380.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -189484.437500 Penalty: 744.942932
	Iteration 7Q: 3 clusters Score -189484.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -189555.968750 Penalty: 744.942932
	Iteration 8Q: 3 clusters Score -189556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -189608.687500 Penalty: 744.942932
	Iteration 9Q: 3 clusters Score -189608.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -189655.437500 Penalty: 744.942932
	Iteration 10Q: 3 clusters Score -189655.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -189694.421875 Penalty: 744.942932
	Iteration 11Q: 3 clusters Score -189694.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -189723.218750 Penalty: 744.942932
	Iteration 12Q: 3 clusters Score -189723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -189741.640625 Penalty: 744.942932
	Iteration 13Q: 3 clusters Score -189741.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -189764.984375 Penalty: 744.942932
	Iteration 14Q: 3 clusters Score -189765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -189779.078125 Penalty: 744.942932
	Iteration 15Q: 3 clusters Score -189779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -189781.812500 Penalty: 744.942932
	Iteration 16Q: 3 clusters Score -189781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -189782.125000 Penalty: 744.942932
	Iteration 17Q: 3 clusters Score -189782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -189783.062500 Penalty: 744.942932
	Iteration 18Q: 3 clusters Score -189783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -189783.062500 Penalty: 744.942932
	Iteration 19F: 3 clusters Score -189783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 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: -100963.445312 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100963.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -101415.140625 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101415.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -101482.945312 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101482.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -101535.726562 Penalty: 684.044922
	Iteration 3Q: 3 clusters Score -101535.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101599.632812 Penalty: 684.044922
	Iteration 4Q: 3 clusters Score -101599.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101678.343750 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -101678.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101771.507812 Penalty: 684.044922
	Iteration 6F: 3 clusters Score -101771.5 nChanged 108
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: -101869.031250 Penalty: 684.044922
	Iteration 7F: 3 clusters Score -101869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -101953.351562 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -101953.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -102031.734375 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -102031.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -102089.234375 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -102089.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -102130.000000 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -102130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -102151.820312 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -102151.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -102164.414062 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -102164.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -102171.750000 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -102171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -102174.617188 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -102174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -102175.046875 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -102175.210938 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -102179.375000 Penalty: 684.044922
	Iteration 18F: 3 clusters Score -102179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -102180.843750 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -102180.843750 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102180.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Entering Unmasked Estep 
Score: -459871.468750 Penalty: 408.408417
	Iteration 0F: 2 clusters Score -459871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -454584.718750 Penalty: 816.816833
	Iteration 0F: 3 clusters Score -454584.7 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -456627.093750 Penalty: 816.816833
	Iteration 1F: 3 clusters Score -456627.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -456748.531250 Penalty: 816.816833
	Iteration 2Q: 3 clusters Score -456748.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -456869.562500 Penalty: 816.816833
	Iteration 3Q: 3 clusters Score -456869.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -456979.406250 Penalty: 816.816833
	Iteration 4Q: 3 clusters Score -456979.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -457123.031250 Penalty: 816.816833
	Iteration 5Q: 3 clusters Score -457123 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -457314.250000 Penalty: 816.816833
	Iteration 6Q: 3 clusters Score -457314.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -457606.593750 Penalty: 816.816833
	Iteration 7Q: 3 clusters Score -457606.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -457975.125000 Penalty: 816.816833
	Iteration 8F: 3 clusters Score -457975.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -458283.906250 Penalty: 816.816833
	Iteration 9F: 3 clusters Score -458283.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -458447.406250 Penalty: 816.816833
	Iteration 10Q: 3 clusters Score -458447.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -458534.562500 Penalty: 816.816833
	Iteration 11Q: 3 clusters Score -458534.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -458599.781250 Penalty: 816.816833
	Iteration 12Q: 3 clusters Score -458599.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -458658.625000 Penalty: 816.816833
	Iteration 13Q: 3 clusters Score -458658.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -458708.437500 Penalty: 816.816833
	Iteration 14Q: 3 clusters Score -458708.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -458755.093750 Penalty: 816.816833
	Iteration 15Q: 3 clusters Score -458755.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -458785.031250 Penalty: 816.816833
	Iteration 16Q: 3 clusters Score -458785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -458811.968750 Penalty: 816.816833
	Iteration 17Q: 3 clusters Score -458812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -458839.781250 Penalty: 816.816833
	Iteration 18Q: 3 clusters Score -458839.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -458880.906250 Penalty: 816.816833
	Iteration 19Q: 3 clusters Score -458880.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -458927.218750 Penalty: 816.816833
	Iteration 20F: 3 clusters Score -458927.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -458962.968750 Penalty: 816.816833
	Iteration 21Q: 3 clusters Score -458963 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -458999.875000 Penalty: 816.816833
	Iteration 22Q: 3 clusters Score -458999.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -459038.125000 Penalty: 816.816833
	Iteration 23Q: 3 clusters Score -459038.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -459078.875000 Penalty: 816.816833
	Iteration 24Q: 3 clusters Score -459078.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -459131.156250 Penalty: 816.816833
	Iteration 25Q: 3 clusters Score -459131.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -459189.625000 Penalty: 816.816833
	Iteration 26Q: 3 clusters Score -459189.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -459245.093750 Penalty: 816.816833
	Iteration 27Q: 3 clusters Score -459245.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -459299.937500 Penalty: 816.816833
	Iteration 28Q: 3 clusters Score -459299.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -459338.250000 Penalty: 816.816833
	Iteration 29Q: 3 clusters Score -459338.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -459366.218750 Penalty: 816.816833
	Iteration 30Q: 3 clusters Score -459366.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -459394.218750 Penalty: 816.816833
	Iteration 31Q: 3 clusters Score -459394.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -459421.687500 Penalty: 816.816833
	Iteration 32Q: 3 clusters Score -459421.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -459444.156250 Penalty: 816.816833
	Iteration 33Q: 3 clusters Score -459444.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -459461.781250 Penalty: 816.816833
	Iteration 34Q: 3 clusters Score -459461.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -459476.562500 Penalty: 816.816833
	Iteration 35Q: 3 clusters Score -459476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -459486.000000 Penalty: 816.816833
	Iteration 36Q: 3 clusters Score -459486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -459493.187500 Penalty: 816.816833
	Iteration 37Q: 3 clusters Score -459493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -459501.562500 Penalty: 816.816833
	Iteration 38Q: 3 clusters Score -459501.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -459509.406250 Penalty: 816.816833
	Iteration 39Q: 3 clusters Score -459509.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -459514.125000 Penalty: 816.816833
	Iteration 40F: 3 clusters Score -459514.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -459518.781250 Penalty: 816.816833
	Iteration 41Q: 3 clusters Score -459518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -459527.156250 Penalty: 816.816833
	Iteration 42Q: 3 clusters Score -459527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -459530.250000 Penalty: 816.816833
	Iteration 43Q: 3 clusters Score -459530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -459532.062500 Penalty: 816.816833
	Iteration 44Q: 3 clusters Score -459532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -459535.937500 Penalty: 816.816833
	Iteration 45Q: 3 clusters Score -459535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -459536.625000 Penalty: 816.816833
	Iteration 46Q: 3 clusters Score -459536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -459537.250000 Penalty: 816.816833
	Iteration 47Q: 3 clusters Score -459537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -459537.625000 Penalty: 816.816833
	Iteration 48Q: 3 clusters Score -459537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -459537.625000 Penalty: 816.816833
	Iteration 49F: 3 clusters Score -459537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Entering Unmasked Estep 
Score: -7624280.500000 Penalty: 535.001953
	Iteration 0F: 2 clusters Score -7624280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -7542072.500000 Penalty: 1070.003906
	Iteration 0F: 3 clusters Score -7542072 nChanged 62527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -7581673.500000 Penalty: 1070.003906
	Iteration 1F: 3 clusters Score -7581674 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -7585115.000000 Penalty: 1070.003906
	Iteration 2F: 3 clusters Score -7585115 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -7590054.000000 Penalty: 1070.003906
	Iteration 3F: 3 clusters Score -7590054 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -7596948.500000 Penalty: 1070.003906
	Iteration 4F: 3 clusters Score -7596948 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -7604439.500000 Penalty: 1070.003906
	Iteration 5F: 3 clusters Score -7604440 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -7610395.500000 Penalty: 1070.003906
	Iteration 6Q: 3 clusters Score -7610396 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 109261 members 
Entering Unmasked Estep 
Score: -7614061.500000 Penalty: 1070.003906
	Iteration 7Q: 3 clusters Score -7614062 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -7615690.000000 Penalty: 1070.003906
	Iteration 8Q: 3 clusters Score -7615690 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -7616720.000000 Penalty: 1070.003906
	Iteration 9Q: 3 clusters Score -7616720 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -7617612.000000 Penalty: 1070.003906
	Iteration 10Q: 3 clusters Score -7617612 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -7618448.500000 Penalty: 1070.003906
	Iteration 11Q: 3 clusters Score -7618448 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -7619238.000000 Penalty: 1070.003906
	Iteration 12Q: 3 clusters Score -7619238 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -7620015.000000 Penalty: 1070.003906
	Iteration 13Q: 3 clusters Score -7620015 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -7620725.500000 Penalty: 1070.003906
	Iteration 14Q: 3 clusters Score -7620726 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 120554 members 
Entering Unmasked Estep 
Score: -7621404.000000 Penalty: 1070.003906
	Iteration 15Q: 3 clusters Score -7621404 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 121576 members 
Entering Unmasked Estep 
Score: -7621943.500000 Penalty: 1070.003906
	Iteration 16Q: 3 clusters Score -7621944 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 122464 members 
Entering Unmasked Estep 
Score: -7622502.000000 Penalty: 1070.003906
	Iteration 17Q: 3 clusters Score -7622502 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -7622945.500000 Penalty: 1070.003906
	Iteration 18Q: 3 clusters Score -7622946 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -7623179.000000 Penalty: 1070.003906
	Iteration 19Q: 3 clusters Score -7623179 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -7623387.000000 Penalty: 1070.003906
	Iteration 20F: 3 clusters Score -7623387 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -7623541.000000 Penalty: 1070.003906
	Iteration 21Q: 3 clusters Score -7623541 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -7623661.000000 Penalty: 1070.003906
	Iteration 22Q: 3 clusters Score -7623661 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 125773 members 
Entering Unmasked Estep 
Score: -7623737.000000 Penalty: 1070.003906
	Iteration 23Q: 3 clusters Score -7623737 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -7623808.500000 Penalty: 1070.003906
	Iteration 24Q: 3 clusters Score -7623808 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -7623848.500000 Penalty: 1070.003906
	Iteration 25Q: 3 clusters Score -7623848 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 126427 members 
Entering Unmasked Estep 
Score: -7623861.500000 Penalty: 1070.003906
	Iteration 26Q: 3 clusters Score -7623862 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 126560 members 
Entering Unmasked Estep 
Score: -7623895.000000 Penalty: 1070.003906
	Iteration 27Q: 3 clusters Score -7623895 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 126667 members 
Entering Unmasked Estep 
Score: -7623967.500000 Penalty: 1070.003906
	Iteration 28Q: 3 clusters Score -7623968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -7623993.000000 Penalty: 1070.003906
	Iteration 29Q: 3 clusters Score -7623993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 126810 members 
Entering Unmasked Estep 
Score: -7624016.000000 Penalty: 1070.003906
	Iteration 30Q: 3 clusters Score -7624016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -7624040.500000 Penalty: 1070.003906
	Iteration 31Q: 3 clusters Score -7624040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -7624058.500000 Penalty: 1070.003906
	Iteration 32Q: 3 clusters Score -7624058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 126944 members 
Entering Unmasked Estep 
Score: -7624044.000000 Penalty: 1070.003906
	Iteration 33Q: 3 clusters Score -7624044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 126959 members 
Entering Unmasked Estep 
Score: -7624052.500000 Penalty: 1070.003906
	Iteration 34Q: 3 clusters Score -7624052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 126969 members 
Entering Unmasked Estep 
Score: -7624051.000000 Penalty: 1070.003906
	Iteration 35Q: 3 clusters Score -7624051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 126985 members 
Entering Unmasked Estep 
Score: -7624046.500000 Penalty: 1070.003906
	Iteration 36Q: 3 clusters Score -7624046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -7624055.000000 Penalty: 1070.003906
	Iteration 37Q: 3 clusters Score -7624055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 127015 members 
Entering Unmasked Estep 
Score: -7624066.500000 Penalty: 1070.003906
	Iteration 38Q: 3 clusters Score -7624066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 127027 members 
Entering Unmasked Estep 
Score: -7624069.500000 Penalty: 1070.003906
	Iteration 39Q: 3 clusters Score -7624070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -7624058.000000 Penalty: 1070.003906
	Iteration 40F: 3 clusters Score -7624058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -7624064.000000 Penalty: 1070.003906
	Iteration 41Q: 3 clusters Score -7624064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -7624059.500000 Penalty: 1070.003906
	Iteration 42Q: 3 clusters Score -7624060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 127070 members 
Entering Unmasked Estep 
Score: -7624066.000000 Penalty: 1070.003906
	Iteration 43Q: 3 clusters Score -7624066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -7624071.500000 Penalty: 1070.003906
	Iteration 44Q: 3 clusters Score -7624072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -7624075.500000 Penalty: 1070.003906
	Iteration 45Q: 3 clusters Score -7624076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -7624088.500000 Penalty: 1070.003906
	Iteration 46Q: 3 clusters Score -7624088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -7624096.500000 Penalty: 1070.003906
	Iteration 47Q: 3 clusters Score -7624096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -7624093.000000 Penalty: 1070.003906
	Iteration 48Q: 3 clusters Score -7624093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -7624092.000000 Penalty: 1070.003906
	Iteration 49Q: 3 clusters Score -7624092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -7624092.500000 Penalty: 1070.003906
	Iteration 50Q: 3 clusters Score -7624092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 127109 members 
Entering Unmasked Estep 
Score: -7624095.000000 Penalty: 1070.003906
	Iteration 51Q: 3 clusters Score -7624095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 127111 members 
Entering Unmasked Estep 
Score: -7624092.000000 Penalty: 1070.003906
	Iteration 52Q: 3 clusters Score -7624092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 127113 members 
Entering Unmasked Estep 
Score: -7624099.000000 Penalty: 1070.003906
	Iteration 53Q: 3 clusters Score -7624099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -7624099.000000 Penalty: 1070.003906
	Iteration 54Q: 3 clusters Score -7624099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -7624099.000000 Penalty: 1070.003906
	Iteration 55F: 3 clusters Score -7624099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Entering Unmasked Estep 
Score: -267468.750000 Penalty: 384.289001
	Iteration 0F: 2 clusters Score -267468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -264262.656250 Penalty: 768.578003
	Iteration 0F: 3 clusters Score -264262.7 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -265378.812500 Penalty: 768.578003
	Iteration 1F: 3 clusters Score -265378.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -265488.062500 Penalty: 768.578003
	Iteration 2F: 3 clusters Score -265488.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -265615.437500 Penalty: 768.578003
	Iteration 3F: 3 clusters Score -265615.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -265783.093750 Penalty: 768.578003
	Iteration 4F: 3 clusters Score -265783.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -266007.656250 Penalty: 768.578003
	Iteration 5F: 3 clusters Score -266007.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -266255.812500 Penalty: 768.578003
	Iteration 6F: 3 clusters Score -266255.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -266507.500000 Penalty: 768.578003
	Iteration 7F: 3 clusters Score -266507.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -266685.125000 Penalty: 768.578003
	Iteration 8Q: 3 clusters Score -266685.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -266817.593750 Penalty: 768.578003
	Iteration 9Q: 3 clusters Score -266817.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -266954.281250 Penalty: 768.578003
	Iteration 10Q: 3 clusters Score -266954.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -267084.156250 Penalty: 768.578003
	Iteration 11Q: 3 clusters Score -267084.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -267174.437500 Penalty: 768.578003
	Iteration 12Q: 3 clusters Score -267174.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -267215.468750 Penalty: 768.578003
	Iteration 13Q: 3 clusters Score -267215.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -267234.968750 Penalty: 768.578003
	Iteration 14Q: 3 clusters Score -267235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -267242.281250 Penalty: 768.578003
	Iteration 15Q: 3 clusters Score -267242.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -267246.781250 Penalty: 768.578003
	Iteration 16Q: 3 clusters Score -267246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -267250.156250 Penalty: 768.578003
	Iteration 17Q: 3 clusters Score -267250.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -267253.437500 Penalty: 768.578003
	Iteration 18Q: 3 clusters Score -267253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -267255.281250 Penalty: 768.578003
	Iteration 19Q: 3 clusters Score -267255.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -267255.937500 Penalty: 768.578003
	Iteration 20F: 3 clusters Score -267255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -267255.781250 Penalty: 768.578003
	Iteration 21Q: 3 clusters Score -267255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -267255.781250 Penalty: 768.578003
	Iteration 22F: 3 clusters Score -267255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -48194.242188 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -48194.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47448.871094 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -47448.87 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -47670.753906 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -47670.75 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -47749.464844 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -47749.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -47802.292969 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -47802.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -47841.347656 Penalty: 614.986572
	Iteration 4Q: 3 clusters Score -47841.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -47866.535156 Penalty: 614.986572
	Iteration 5Q: 3 clusters Score -47866.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -47886.382812 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -47886.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -47897.960938 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -47897.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -47908.925781 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -47908.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -47914.199219 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -47914.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -47920.871094 Penalty: 614.986572
	Iteration 10Q: 3 clusters Score -47920.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -47923.496094 Penalty: 614.986572
	Iteration 11Q: 3 clusters Score -47923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -47924.433594 Penalty: 614.986572
	Iteration 12Q: 3 clusters Score -47924.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -47924.750000 Penalty: 614.986572
	Iteration 13Q: 3 clusters Score -47924.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -47924.941406 Penalty: 614.986572
	Iteration 14Q: 3 clusters Score -47924.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -47925.554688 Penalty: 614.986572
	Iteration 15Q: 3 clusters Score -47925.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -47925.695312 Penalty: 614.986572
	Iteration 16Q: 3 clusters Score -47925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -47926.453125 Penalty: 614.986572
	Iteration 17Q: 3 clusters Score -47926.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -47926.847656 Penalty: 614.986572
	Iteration 18Q: 3 clusters Score -47926.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -47926.898438 Penalty: 614.986572
	Iteration 19Q: 3 clusters Score -47926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -47926.898438 Penalty: 614.986572
	Iteration 20F: 3 clusters Score -47926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Entering Unmasked Estep 
Score: -2234140.000000 Penalty: 482.190094
	Iteration 0F: 2 clusters Score -2234140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2207122.250000 Penalty: 964.380188
	Iteration 0F: 3 clusters Score -2207122 nChanged 19449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2219800.250000 Penalty: 964.380188
	Iteration 1F: 3 clusters Score -2219800 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2221819.000000 Penalty: 964.380188
	Iteration 2F: 3 clusters Score -2221819 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2224651.750000 Penalty: 964.380188
	Iteration 3F: 3 clusters Score -2224652 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2227729.500000 Penalty: 964.380188
	Iteration 4F: 3 clusters Score -2227730 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2230161.250000 Penalty: 964.380188
	Iteration 5F: 3 clusters Score -2230161 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2231601.500000 Penalty: 964.380188
	Iteration 6Q: 3 clusters Score -2231602 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2232490.250000 Penalty: 964.380188
	Iteration 7Q: 3 clusters Score -2232490 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2233019.500000 Penalty: 964.380188
	Iteration 8Q: 3 clusters Score -2233020 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2233367.000000 Penalty: 964.380188
	Iteration 9Q: 3 clusters Score -2233367 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2233548.250000 Penalty: 964.380188
	Iteration 10Q: 3 clusters Score -2233548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2233651.750000 Penalty: 964.380188
	Iteration 11Q: 3 clusters Score -2233652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2233722.500000 Penalty: 964.380188
	Iteration 12Q: 3 clusters Score -2233722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2233767.000000 Penalty: 964.380188
	Iteration 13Q: 3 clusters Score -2233767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2233787.500000 Penalty: 964.380188
	Iteration 14Q: 3 clusters Score -2233788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2233794.000000 Penalty: 964.380188
	Iteration 15Q: 3 clusters Score -2233794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2233803.250000 Penalty: 964.380188
	Iteration 16Q: 3 clusters Score -2233803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2233806.000000 Penalty: 964.380188
	Iteration 17Q: 3 clusters Score -2233806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2233807.500000 Penalty: 964.380188
	Iteration 18Q: 3 clusters Score -2233808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2233806.750000 Penalty: 964.380188
	Iteration 19Q: 3 clusters Score -2233807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2233808.250000 Penalty: 964.380188
	Iteration 20F: 3 clusters Score -2233808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2233811.500000 Penalty: 964.380188
	Iteration 21Q: 3 clusters Score -2233812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2233814.250000 Penalty: 964.380188
	Iteration 22Q: 3 clusters Score -2233814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2233813.000000 Penalty: 964.380188
	Iteration 23Q: 3 clusters Score -2233813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2233814.250000 Penalty: 964.380188
	Iteration 24Q: 3 clusters Score -2233814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2233815.500000 Penalty: 964.380188
	Iteration 25Q: 3 clusters Score -2233816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2233812.750000 Penalty: 964.380188
	Iteration 26Q: 3 clusters Score -2233813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2233817.500000 Penalty: 964.380188
	Iteration 27Q: 3 clusters Score -2233818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2233817.500000 Penalty: 964.380188
	Iteration 28Q: 3 clusters Score -2233818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2233819.000000 Penalty: 964.380188
	Iteration 29Q: 3 clusters Score -2233819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2233822.500000 Penalty: 964.380188
	Iteration 30Q: 3 clusters Score -2233822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2233822.500000 Penalty: 964.380188
	Iteration 31F: 3 clusters Score -2233822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20658.820312 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20658.82 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 190 members 
Entering Unmasked Estep 
Score: -20267.562500 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20267.56 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20336.998047 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20337 nChanged 30
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: -20360.351562 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20360.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20371.789062 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -20371.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20383.490234 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -20383.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20399.839844 Penalty: 531.762573
	Iteration 5F: 3 clusters Score -20399.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20411.357422 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -20411.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20415.869141 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -20415.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20419.451172 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -20419.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20424.761719 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -20424.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20427.390625 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -20427.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20428.181641 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -20428.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20428.181641 Penalty: 531.762573
	Iteration 12F: 3 clusters Score -20428.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72683.937500 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72683.94 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72988.375000 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72988.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73026.054688 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73026.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -73045.867188 Penalty: 652.830200
	Iteration 3Q: 3 clusters Score -73045.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -73061.414062 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -73061.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73078.210938 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73078.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -73095.695312 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73095.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -73111.195312 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73111.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -73126.031250 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73126.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -73140.867188 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73140.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -73160.906250 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73160.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -73185.429688 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73185.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -73204.242188 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73204.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -73218.500000 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73218.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -73232.187500 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73232.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -73250.890625 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73250.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73274.507812 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73274.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -73301.718750 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73301.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -73328.898438 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73328.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -73352.898438 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -73362.679688 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73362.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -73369.226562 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73369.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -73373.867188 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73373.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -73378.460938 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73378.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -73382.320312 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73382.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -73383.421875 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73383.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -73384.828125 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -73384.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -73386.273438 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -73386.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -73388.625000 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -73388.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -73389.218750 Penalty: 652.830200
	Iteration 29Q: 3 clusters Score -73389.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -73389.218750 Penalty: 652.830200
	Iteration 30F: 3 clusters Score -73389.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -6356.737305 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6356.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -6133.121582 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6133.122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6248.536621 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6248.537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6350.172852 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6350.173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6414.485840 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -6414.486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6421.873535 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6421.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6421.873535 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -6421.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 127808 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40038 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 28 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23063290.000000 Penalty: 16460.697266
Splitting cluster 12 changes total score from -23063500.000000 to -23063290.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -76534.453125 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -76534.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -75478.593750 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -75478.59 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -75814.484375 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -75814.48 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -75883.039062 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -75883.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -75930.382812 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -75930.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75958.890625 Penalty: 656.586853
	Iteration 4Q: 3 clusters Score -75958.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75981.015625 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -75981.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75997.187500 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -75997.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76013.140625 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -76013.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76034.828125 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -76034.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76051.718750 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -76051.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76064.515625 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -76064.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76081.820312 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -76081.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76098.945312 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -76098.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76120.445312 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -76120.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76140.265625 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -76140.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76157.984375 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -76157.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76171.570312 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -76171.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76192.023438 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -76192.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -76208.289062 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -76208.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76220.062500 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -76220.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -76228.523438 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -76228.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -76234.976562 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -76234.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -76240.804688 Penalty: 656.586853
	Iteration 22Q: 3 clusters Score -76240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -76248.476562 Penalty: 656.586853
	Iteration 23Q: 3 clusters Score -76248.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -76253.843750 Penalty: 656.586853
	Iteration 24Q: 3 clusters Score -76253.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -76259.046875 Penalty: 656.586853
	Iteration 25Q: 3 clusters Score -76259.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -76264.617188 Penalty: 656.586853
	Iteration 26Q: 3 clusters Score -76264.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -76268.976562 Penalty: 656.586853
	Iteration 27Q: 3 clusters Score -76268.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -76271.187500 Penalty: 656.586853
	Iteration 28Q: 3 clusters Score -76271.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -76274.203125 Penalty: 656.586853
	Iteration 29Q: 3 clusters Score -76274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -76278.812500 Penalty: 656.586853
	Iteration 30Q: 3 clusters Score -76278.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -76283.921875 Penalty: 656.586853
	Iteration 31Q: 3 clusters Score -76283.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -76286.351562 Penalty: 656.586853
	Iteration 32Q: 3 clusters Score -76286.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -76286.531250 Penalty: 656.586853
	Iteration 33Q: 3 clusters Score -76286.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -76287.203125 Penalty: 656.586853
	Iteration 34Q: 3 clusters Score -76287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -76289.859375 Penalty: 656.586853
	Iteration 35Q: 3 clusters Score -76289.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -76292.468750 Penalty: 656.586853
	Iteration 36Q: 3 clusters Score -76292.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -76292.468750 Penalty: 656.586853
	Iteration 37F: 3 clusters Score -76292.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2222.709717 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2222.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2139.915771 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2139.916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2184.793213 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2184.793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2186.141602 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2186.142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2186.141602 Penalty: 362.997559
	Iteration 3F: 3 clusters Score -2186.142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -8166.356934 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -8166.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7906.382812 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7906.383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8019.641113 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -8019.641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8065.483398 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -8065.483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8122.004395 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -8122.004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8140.819336 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -8140.819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8146.137207 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -8146.137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8151.948730 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -8151.949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8152.780273 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -8152.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8154.592773 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -8154.593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8154.592773 Penalty: 467.357666
	Iteration 9F: 3 clusters Score -8154.593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6640.258301 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6640.258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6402.415527 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6402.416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6445.684082 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6445.684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6463.533691 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6463.534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6473.446777 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6473.447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6483.255859 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6483.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6484.062500 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6484.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6486.252930 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6486.253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6489.051270 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -6489.051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6489.051270 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -6489.051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -14546.689453 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -14546.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14225.524414 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -14225.52 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14378.164062 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -14378.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14461.799805 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -14461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14503.429688 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -14503.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14514.790039 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -14514.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14527.924805 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -14527.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14545.006836 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -14545.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14552.382812 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -14552.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14559.052734 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -14559.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14559.052734 Penalty: 518.435486
	Iteration 9F: 3 clusters Score -14559.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 127808 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40038 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 172 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 126 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23063258.000000 Penalty: 16460.697266
Splitting cluster 17 changes total score from -23063500.000000 to -23063258.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -9832.978516 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -9832.979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9588.773438 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -9588.773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9766.284180 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -9766.284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9844.641602 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -9844.642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9881.107422 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -9881.107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9889.159180 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -9889.159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9898.663086 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -9898.663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9900.897461 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -9900.897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9900.897461 Penalty: 481.232300
	Iteration 7F: 3 clusters Score -9900.897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 127808 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40038 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 41 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 157 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23063310.000000 Penalty: 16460.697266
Splitting cluster 18 changes total score from -23063500.000000 to -23063310.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -376313.906250 Penalty: 402.515594
	Iteration 0F: 2 clusters Score -376313.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -371633.593750 Penalty: 805.031189
	Iteration 0F: 3 clusters Score -371633.6 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -373536.343750 Penalty: 805.031189
	Iteration 1F: 3 clusters Score -373536.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -373803.281250 Penalty: 805.031189
	Iteration 2F: 3 clusters Score -373803.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -374108.281250 Penalty: 805.031189
	Iteration 3F: 3 clusters Score -374108.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -374460.843750 Penalty: 805.031189
	Iteration 4F: 3 clusters Score -374460.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -374854.875000 Penalty: 805.031189
	Iteration 5F: 3 clusters Score -374854.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -375243.093750 Penalty: 805.031189
	Iteration 6F: 3 clusters Score -375243.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -375514.281250 Penalty: 805.031189
	Iteration 7Q: 3 clusters Score -375514.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -375721.125000 Penalty: 805.031189
	Iteration 8Q: 3 clusters Score -375721.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -375873.593750 Penalty: 805.031189
	Iteration 9Q: 3 clusters Score -375873.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -376001.375000 Penalty: 805.031189
	Iteration 10Q: 3 clusters Score -376001.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -376102.125000 Penalty: 805.031189
	Iteration 11Q: 3 clusters Score -376102.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -376194.375000 Penalty: 805.031189
	Iteration 12Q: 3 clusters Score -376194.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -376263.843750 Penalty: 805.031189
	Iteration 13Q: 3 clusters Score -376263.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -376306.562500 Penalty: 805.031189
	Iteration 14Q: 3 clusters Score -376306.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -376322.562500 Penalty: 805.031189
	Iteration 15Q: 3 clusters Score -376322.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -376328.906250 Penalty: 805.031189
	Iteration 16Q: 3 clusters Score -376328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -376332.062500 Penalty: 805.031189
	Iteration 17Q: 3 clusters Score -376332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -376334.093750 Penalty: 805.031189
	Iteration 18Q: 3 clusters Score -376334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -376333.781250 Penalty: 805.031189
	Iteration 19Q: 3 clusters Score -376333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -376333.812500 Penalty: 805.031189
	Iteration 20F: 3 clusters Score -376333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -376333.843750 Penalty: 805.031189
	Iteration 21Q: 3 clusters Score -376333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -376334.562500 Penalty: 805.031189
	Iteration 22Q: 3 clusters Score -376334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -376335.125000 Penalty: 805.031189
	Iteration 23Q: 3 clusters Score -376335.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -376335.812500 Penalty: 805.031189
	Iteration 24Q: 3 clusters Score -376335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -376335.531250 Penalty: 805.031189
	Iteration 25Q: 3 clusters Score -376335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -376336.656250 Penalty: 805.031189
	Iteration 26Q: 3 clusters Score -376336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -376337.312500 Penalty: 805.031189
	Iteration 27Q: 3 clusters Score -376337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -376338.406250 Penalty: 805.031189
	Iteration 28Q: 3 clusters Score -376338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -376339.281250 Penalty: 805.031189
	Iteration 29Q: 3 clusters Score -376339.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -376339.281250 Penalty: 805.031189
	Iteration 30F: 3 clusters Score -376339.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 127808 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40038 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 6440 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23063454.000000 Penalty: 16460.697266
Splitting cluster 19 changes total score from -23063500.000000 to -23063454.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (14290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Entering Unmasked Estep 
Score: -840546.750000 Penalty: 435.312836
	Iteration 0F: 2 clusters Score -840546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -830937.375000 Penalty: 870.625671
	Iteration 0F: 3 clusters Score -830937.4 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -835349.250000 Penalty: 870.625671
	Iteration 1F: 3 clusters Score -835349.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -835982.750000 Penalty: 870.625671
	Iteration 2F: 3 clusters Score -835982.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -836768.125000 Penalty: 870.625671
	Iteration 3F: 3 clusters Score -836768.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -837618.125000 Penalty: 870.625671
	Iteration 4F: 3 clusters Score -837618.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -838326.875000 Penalty: 870.625671
	Iteration 5F: 3 clusters Score -838326.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -838785.625000 Penalty: 870.625671
	Iteration 6Q: 3 clusters Score -838785.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -839087.562500 Penalty: 870.625671
	Iteration 7Q: 3 clusters Score -839087.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -839314.812500 Penalty: 870.625671
	Iteration 8Q: 3 clusters Score -839314.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -839503.562500 Penalty: 870.625671
	Iteration 9Q: 3 clusters Score -839503.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -839640.125000 Penalty: 870.625671
	Iteration 10Q: 3 clusters Score -839640.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -839761.687500 Penalty: 870.625671
	Iteration 11Q: 3 clusters Score -839761.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -839870.125000 Penalty: 870.625671
	Iteration 12Q: 3 clusters Score -839870.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -839951.250000 Penalty: 870.625671
	Iteration 13Q: 3 clusters Score -839951.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -840014.750000 Penalty: 870.625671
	Iteration 14Q: 3 clusters Score -840014.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -840063.312500 Penalty: 870.625671
	Iteration 15Q: 3 clusters Score -840063.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -840086.625000 Penalty: 870.625671
	Iteration 16Q: 3 clusters Score -840086.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -840108.062500 Penalty: 870.625671
	Iteration 17Q: 3 clusters Score -840108.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -840119.000000 Penalty: 870.625671
	Iteration 18Q: 3 clusters Score -840119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -840125.500000 Penalty: 870.625671
	Iteration 19Q: 3 clusters Score -840125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -840134.000000 Penalty: 870.625671
	Iteration 20F: 3 clusters Score -840134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -840139.375000 Penalty: 870.625671
	Iteration 21Q: 3 clusters Score -840139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -840145.750000 Penalty: 870.625671
	Iteration 22Q: 3 clusters Score -840145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -840148.937500 Penalty: 870.625671
	Iteration 23Q: 3 clusters Score -840148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -840157.312500 Penalty: 870.625671
	Iteration 24Q: 3 clusters Score -840157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -840158.875000 Penalty: 870.625671
	Iteration 25Q: 3 clusters Score -840158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -840162.750000 Penalty: 870.625671
	Iteration 26Q: 3 clusters Score -840162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -840163.437500 Penalty: 870.625671
	Iteration 27Q: 3 clusters Score -840163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -840163.437500 Penalty: 870.625671
	Iteration 28F: 3 clusters Score -840163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -50724.097656 Penalty: 313.661346
	Iteration 0F: 2 clusters Score -50724.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -49953.515625 Penalty: 627.322693
	Iteration 0F: 3 clusters Score -49953.52 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -50259.324219 Penalty: 627.322693
	Iteration 1F: 3 clusters Score -50259.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -50362.519531 Penalty: 627.322693
	Iteration 2F: 3 clusters Score -50362.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50424.042969 Penalty: 627.322693
	Iteration 3F: 3 clusters Score -50424.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50476.660156 Penalty: 627.322693
	Iteration 4F: 3 clusters Score -50476.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50510.089844 Penalty: 627.322693
	Iteration 5Q: 3 clusters Score -50510.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50543.164062 Penalty: 627.322693
	Iteration 6Q: 3 clusters Score -50543.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50573.359375 Penalty: 627.322693
	Iteration 7Q: 3 clusters Score -50573.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50589.898438 Penalty: 627.322693
	Iteration 8Q: 3 clusters Score -50589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50599.710938 Penalty: 627.322693
	Iteration 9Q: 3 clusters Score -50599.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50606.496094 Penalty: 627.322693
	Iteration 10Q: 3 clusters Score -50606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50610.277344 Penalty: 627.322693
	Iteration 11Q: 3 clusters Score -50610.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50613.199219 Penalty: 627.322693
	Iteration 12Q: 3 clusters Score -50613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50616.652344 Penalty: 627.322693
	Iteration 13Q: 3 clusters Score -50616.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50617.910156 Penalty: 627.322693
	Iteration 14Q: 3 clusters Score -50617.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50617.910156 Penalty: 627.322693
	Iteration 15F: 3 clusters Score -50617.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -231535.468750 Penalty: 377.798187
	Iteration 0F: 2 clusters Score -231535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -228752.250000 Penalty: 755.596375
	Iteration 0F: 3 clusters Score -228752.2 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -229783.140625 Penalty: 755.596375
	Iteration 1F: 3 clusters Score -229783.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -230021.015625 Penalty: 755.596375
	Iteration 2F: 3 clusters Score -230021 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -230265.187500 Penalty: 755.596375
	Iteration 3F: 3 clusters Score -230265.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -230468.203125 Penalty: 755.596375
	Iteration 4F: 3 clusters Score -230468.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -230612.281250 Penalty: 755.596375
	Iteration 5F: 3 clusters Score -230612.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -230731.625000 Penalty: 755.596375
	Iteration 6Q: 3 clusters Score -230731.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -230839.968750 Penalty: 755.596375
	Iteration 7Q: 3 clusters Score -230840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -230903.109375 Penalty: 755.596375
	Iteration 8Q: 3 clusters Score -230903.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -230957.562500 Penalty: 755.596375
	Iteration 9Q: 3 clusters Score -230957.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -231001.343750 Penalty: 755.596375
	Iteration 10Q: 3 clusters Score -231001.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -231050.546875 Penalty: 755.596375
	Iteration 11Q: 3 clusters Score -231050.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -231098.437500 Penalty: 755.596375
	Iteration 12Q: 3 clusters Score -231098.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231136.656250 Penalty: 755.596375
	Iteration 13Q: 3 clusters Score -231136.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -231160.062500 Penalty: 755.596375
	Iteration 14Q: 3 clusters Score -231160.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231176.500000 Penalty: 755.596375
	Iteration 15Q: 3 clusters Score -231176.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -231188.968750 Penalty: 755.596375
	Iteration 16Q: 3 clusters Score -231189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -231199.671875 Penalty: 755.596375
	Iteration 17Q: 3 clusters Score -231199.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231212.187500 Penalty: 755.596375
	Iteration 18Q: 3 clusters Score -231212.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -231224.640625 Penalty: 755.596375
	Iteration 19Q: 3 clusters Score -231224.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -231239.828125 Penalty: 755.596375
	Iteration 20F: 3 clusters Score -231239.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231251.390625 Penalty: 755.596375
	Iteration 21Q: 3 clusters Score -231251.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -231263.500000 Penalty: 755.596375
	Iteration 22Q: 3 clusters Score -231263.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -231276.390625 Penalty: 755.596375
	Iteration 23Q: 3 clusters Score -231276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231280.687500 Penalty: 755.596375
	Iteration 24Q: 3 clusters Score -231280.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -231284.609375 Penalty: 755.596375
	Iteration 25Q: 3 clusters Score -231284.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -231290.046875 Penalty: 755.596375
	Iteration 26Q: 3 clusters Score -231290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -231292.656250 Penalty: 755.596375
	Iteration 27Q: 3 clusters Score -231292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -231295.234375 Penalty: 755.596375
	Iteration 28Q: 3 clusters Score -231295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -231298.750000 Penalty: 755.596375
	Iteration 29Q: 3 clusters Score -231298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -231302.125000 Penalty: 755.596375
	Iteration 30Q: 3 clusters Score -231302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -231307.218750 Penalty: 755.596375
	Iteration 31Q: 3 clusters Score -231307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -231312.859375 Penalty: 755.596375
	Iteration 32Q: 3 clusters Score -231312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -231314.562500 Penalty: 755.596375
	Iteration 33Q: 3 clusters Score -231314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -231314.609375 Penalty: 755.596375
	Iteration 34Q: 3 clusters Score -231314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -231315.203125 Penalty: 755.596375
	Iteration 35Q: 3 clusters Score -231315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -231315.328125 Penalty: 755.596375
	Iteration 36Q: 3 clusters Score -231315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -231315.968750 Penalty: 755.596375
	Iteration 37Q: 3 clusters Score -231316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -231317.062500 Penalty: 755.596375
	Iteration 38Q: 3 clusters Score -231317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -231317.515625 Penalty: 755.596375
	Iteration 39Q: 3 clusters Score -231317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -231317.812500 Penalty: 755.596375
	Iteration 40F: 3 clusters Score -231317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -57328.992188 Penalty: 312.587433
	Iteration 0F: 2 clusters Score -57328.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56546.144531 Penalty: 625.174866
	Iteration 0F: 3 clusters Score -56546.14 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56811.921875 Penalty: 625.174866
	Iteration 1F: 3 clusters Score -56811.92 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -56894.316406 Penalty: 625.174866
	Iteration 2F: 3 clusters Score -56894.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -57011.992188 Penalty: 625.174866
	Iteration 3F: 3 clusters Score -57011.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -57125.531250 Penalty: 625.174866
	Iteration 4F: 3 clusters Score -57125.53 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57179.289062 Penalty: 625.174866
	Iteration 5F: 3 clusters Score -57179.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -57198.203125 Penalty: 625.174866
	Iteration 6Q: 3 clusters Score -57198.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -57216.132812 Penalty: 625.174866
	Iteration 7Q: 3 clusters Score -57216.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57228.722656 Penalty: 625.174866
	Iteration 8Q: 3 clusters Score -57228.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -57236.941406 Penalty: 625.174866
	Iteration 9Q: 3 clusters Score -57236.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -57244.515625 Penalty: 625.174866
	Iteration 10Q: 3 clusters Score -57244.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57249.648438 Penalty: 625.174866
	Iteration 11Q: 3 clusters Score -57249.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -57252.722656 Penalty: 625.174866
	Iteration 12Q: 3 clusters Score -57252.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -57253.640625 Penalty: 625.174866
	Iteration 13Q: 3 clusters Score -57253.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -57254.113281 Penalty: 625.174866
	Iteration 14Q: 3 clusters Score -57254.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -57254.316406 Penalty: 625.174866
	Iteration 15Q: 3 clusters Score -57254.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -57254.316406 Penalty: 625.174866
	Iteration 16F: 3 clusters Score -57254.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Entering Unmasked Estep 
Score: -570165.875000 Penalty: 414.654175
	Iteration 0F: 2 clusters Score -570165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -564189.312500 Penalty: 829.308350
	Iteration 0F: 3 clusters Score -564189.3 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -566497.250000 Penalty: 829.308350
	Iteration 1F: 3 clusters Score -566497.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -566620.312500 Penalty: 829.308350
	Iteration 2Q: 3 clusters Score -566620.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -566739.625000 Penalty: 829.308350
	Iteration 3Q: 3 clusters Score -566739.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -566885.875000 Penalty: 829.308350
	Iteration 4Q: 3 clusters Score -566885.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -567085.000000 Penalty: 829.308350
	Iteration 5Q: 3 clusters Score -567085 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -567430.812500 Penalty: 829.308350
	Iteration 6F: 3 clusters Score -567430.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -567959.187500 Penalty: 829.308350
	Iteration 7F: 3 clusters Score -567959.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -568400.875000 Penalty: 829.308350
	Iteration 8F: 3 clusters Score -568400.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -568646.625000 Penalty: 829.308350
	Iteration 9F: 3 clusters Score -568646.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -568731.250000 Penalty: 829.308350
	Iteration 10Q: 3 clusters Score -568731.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -568778.000000 Penalty: 829.308350
	Iteration 11Q: 3 clusters Score -568778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -568811.937500 Penalty: 829.308350
	Iteration 12Q: 3 clusters Score -568811.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -568832.250000 Penalty: 829.308350
	Iteration 13Q: 3 clusters Score -568832.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -568850.062500 Penalty: 829.308350
	Iteration 14Q: 3 clusters Score -568850.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -568865.187500 Penalty: 829.308350
	Iteration 15Q: 3 clusters Score -568865.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -568879.125000 Penalty: 829.308350
	Iteration 16Q: 3 clusters Score -568879.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -568892.250000 Penalty: 829.308350
	Iteration 17Q: 3 clusters Score -568892.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -568904.625000 Penalty: 829.308350
	Iteration 18Q: 3 clusters Score -568904.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -568912.687500 Penalty: 829.308350
	Iteration 19Q: 3 clusters Score -568912.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -568922.812500 Penalty: 829.308350
	Iteration 20F: 3 clusters Score -568922.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -568932.375000 Penalty: 829.308350
	Iteration 21Q: 3 clusters Score -568932.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -568946.625000 Penalty: 829.308350
	Iteration 22Q: 3 clusters Score -568946.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -568957.125000 Penalty: 829.308350
	Iteration 23Q: 3 clusters Score -568957.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -568966.812500 Penalty: 829.308350
	Iteration 24Q: 3 clusters Score -568966.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -568977.000000 Penalty: 829.308350
	Iteration 25Q: 3 clusters Score -568977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -568986.000000 Penalty: 829.308350
	Iteration 26Q: 3 clusters Score -568986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -568995.250000 Penalty: 829.308350
	Iteration 27Q: 3 clusters Score -568995.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -569006.187500 Penalty: 829.308350
	Iteration 28Q: 3 clusters Score -569006.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -569013.312500 Penalty: 829.308350
	Iteration 29Q: 3 clusters Score -569013.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -569017.125000 Penalty: 829.308350
	Iteration 30Q: 3 clusters Score -569017.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -569020.875000 Penalty: 829.308350
	Iteration 31Q: 3 clusters Score -569020.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -569024.250000 Penalty: 829.308350
	Iteration 32Q: 3 clusters Score -569024.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -569025.000000 Penalty: 829.308350
	Iteration 33Q: 3 clusters Score -569025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -569028.437500 Penalty: 829.308350
	Iteration 34Q: 3 clusters Score -569028.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -569029.375000 Penalty: 829.308350
	Iteration 35Q: 3 clusters Score -569029.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -569032.562500 Penalty: 829.308350
	Iteration 36Q: 3 clusters Score -569032.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -569033.625000 Penalty: 829.308350
	Iteration 37Q: 3 clusters Score -569033.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -569036.000000 Penalty: 829.308350
	Iteration 38Q: 3 clusters Score -569036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -569035.375000 Penalty: 829.308350
	Iteration 39Q: 3 clusters Score -569035.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -569036.812500 Penalty: 829.308350
	Iteration 40F: 3 clusters Score -569036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -569038.750000 Penalty: 829.308350
	Iteration 41Q: 3 clusters Score -569038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -569038.500000 Penalty: 829.308350
	Iteration 42Q: 3 clusters Score -569038.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -569039.937500 Penalty: 829.308350
	Iteration 43Q: 3 clusters Score -569039.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -569042.625000 Penalty: 829.308350
	Iteration 44Q: 3 clusters Score -569042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -569045.125000 Penalty: 829.308350
	Iteration 45Q: 3 clusters Score -569045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -569044.000000 Penalty: 829.308350
	Iteration 46Q: 3 clusters Score -569044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -569045.625000 Penalty: 829.308350
	Iteration 47Q: 3 clusters Score -569045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -569045.562500 Penalty: 829.308350
	Iteration 48Q: 3 clusters Score -569045.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -569047.187500 Penalty: 829.308350
	Iteration 49Q: 3 clusters Score -569047.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -569047.562500 Penalty: 829.308350
	Iteration 50Q: 3 clusters Score -569047.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -569050.812500 Penalty: 829.308350
	Iteration 51Q: 3 clusters Score -569050.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -569052.125000 Penalty: 829.308350
	Iteration 52Q: 3 clusters Score -569052.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -569053.437500 Penalty: 829.308350
	Iteration 53Q: 3 clusters Score -569053.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -569057.562500 Penalty: 829.308350
	Iteration 54Q: 3 clusters Score -569057.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -569057.937500 Penalty: 829.308350
	Iteration 55Q: 3 clusters Score -569057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -569059.937500 Penalty: 829.308350
	Iteration 56Q: 3 clusters Score -569059.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -569058.937500 Penalty: 829.308350
	Iteration 57Q: 3 clusters Score -569058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -569059.000000 Penalty: 829.308350
	Iteration 58Q: 3 clusters Score -569059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -569060.250000 Penalty: 829.308350
	Iteration 59Q: 3 clusters Score -569060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -569060.375000 Penalty: 829.308350
	Iteration 60F: 3 clusters Score -569060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -569060.437500 Penalty: 829.308350
	Iteration 61Q: 3 clusters Score -569060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -569060.437500 Penalty: 829.308350
	Iteration 62Q: 3 clusters Score -569060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -569061.562500 Penalty: 829.308350
	Iteration 63Q: 3 clusters Score -569061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -569060.375000 Penalty: 829.308350
	Iteration 64Q: 3 clusters Score -569060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -569060.937500 Penalty: 829.308350
	Iteration 65Q: 3 clusters Score -569060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -569060.875000 Penalty: 829.308350
	Iteration 66Q: 3 clusters Score -569060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -569060.562500 Penalty: 829.308350
	Iteration 67Q: 3 clusters Score -569060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -569060.875000 Penalty: 829.308350
	Iteration 68Q: 3 clusters Score -569060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -569060.875000 Penalty: 829.308350
	Iteration 69Q: 3 clusters Score -569060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -569061.375000 Penalty: 829.308350
	Iteration 70Q: 3 clusters Score -569061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -569061.312500 Penalty: 829.308350
	Iteration 71Q: 3 clusters Score -569061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -569061.625000 Penalty: 829.308350
	Iteration 72Q: 3 clusters Score -569061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -569061.625000 Penalty: 829.308350
	Iteration 73Q: 3 clusters Score -569061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -569060.687500 Penalty: 829.308350
	Iteration 74Q: 3 clusters Score -569060.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -569060.875000 Penalty: 829.308350
	Iteration 75Q: 3 clusters Score -569060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -569062.375000 Penalty: 829.308350
	Iteration 76Q: 3 clusters Score -569062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -569062.187500 Penalty: 829.308350
	Iteration 77Q: 3 clusters Score -569062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -569063.625000 Penalty: 829.308350
	Iteration 78Q: 3 clusters Score -569063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -569064.187500 Penalty: 829.308350
	Iteration 79Q: 3 clusters Score -569064.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -569064.250000 Penalty: 829.308350
	Iteration 80F: 3 clusters Score -569064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -569065.000000 Penalty: 829.308350
	Iteration 81Q: 3 clusters Score -569065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -569064.000000 Penalty: 829.308350
	Iteration 82Q: 3 clusters Score -569064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -569063.812500 Penalty: 829.308350
	Iteration 83Q: 3 clusters Score -569063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -569064.375000 Penalty: 829.308350
	Iteration 84Q: 3 clusters Score -569064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -569065.375000 Penalty: 829.308350
	Iteration 85Q: 3 clusters Score -569065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -569066.250000 Penalty: 829.308350
	Iteration 86Q: 3 clusters Score -569066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -569064.125000 Penalty: 829.308350
	Iteration 87Q: 3 clusters Score -569064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -569065.687500 Penalty: 829.308350
	Iteration 88Q: 3 clusters Score -569065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -569066.562500 Penalty: 829.308350
	Iteration 89Q: 3 clusters Score -569066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -569066.000000 Penalty: 829.308350
	Iteration 90Q: 3 clusters Score -569066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -569067.000000 Penalty: 829.308350
	Iteration 91Q: 3 clusters Score -569067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -569066.500000 Penalty: 829.308350
	Iteration 92Q: 3 clusters Score -569066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -569068.750000 Penalty: 829.308350
	Iteration 93Q: 3 clusters Score -569068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -569069.937500 Penalty: 829.308350
	Iteration 94Q: 3 clusters Score -569069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -569071.750000 Penalty: 829.308350
	Iteration 95Q: 3 clusters Score -569071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -569070.187500 Penalty: 829.308350
	Iteration 96Q: 3 clusters Score -569070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -569071.625000 Penalty: 829.308350
	Iteration 97Q: 3 clusters Score -569071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -569071.750000 Penalty: 829.308350
	Iteration 98Q: 3 clusters Score -569071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -569070.937500 Penalty: 829.308350
	Iteration 99Q: 3 clusters Score -569070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -569071.562500 Penalty: 829.308350
	Iteration 100F: 3 clusters Score -569071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -569070.500000 Penalty: 829.308350
	Iteration 101Q: 3 clusters Score -569070.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -569071.687500 Penalty: 829.308350
	Iteration 102Q: 3 clusters Score -569071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -569070.625000 Penalty: 829.308350
	Iteration 103Q: 3 clusters Score -569070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -569070.562500 Penalty: 829.308350
	Iteration 104Q: 3 clusters Score -569070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -569070.812500 Penalty: 829.308350
	Iteration 105Q: 3 clusters Score -569070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -569072.125000 Penalty: 829.308350
	Iteration 106Q: 3 clusters Score -569072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -569071.000000 Penalty: 829.308350
	Iteration 107Q: 3 clusters Score -569071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -569072.625000 Penalty: 829.308350
	Iteration 108Q: 3 clusters Score -569072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -569071.625000 Penalty: 829.308350
	Iteration 109Q: 3 clusters Score -569071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -569073.937500 Penalty: 829.308350
	Iteration 110Q: 3 clusters Score -569073.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -569074.750000 Penalty: 829.308350
	Iteration 111Q: 3 clusters Score -569074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -569077.812500 Penalty: 829.308350
	Iteration 112Q: 3 clusters Score -569077.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -569079.125000 Penalty: 829.308350
	Iteration 113Q: 3 clusters Score -569079.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -569078.875000 Penalty: 829.308350
	Iteration 114Q: 3 clusters Score -569078.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -569080.437500 Penalty: 829.308350
	Iteration 115Q: 3 clusters Score -569080.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -569082.875000 Penalty: 829.308350
	Iteration 116Q: 3 clusters Score -569082.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -569084.125000 Penalty: 829.308350
	Iteration 117Q: 3 clusters Score -569084.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -569085.937500 Penalty: 829.308350
	Iteration 118Q: 3 clusters Score -569085.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -569087.000000 Penalty: 829.308350
	Iteration 119Q: 3 clusters Score -569087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -569087.562500 Penalty: 829.308350
	Iteration 120F: 3 clusters Score -569087.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -569088.625000 Penalty: 829.308350
	Iteration 121Q: 3 clusters Score -569088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -569088.812500 Penalty: 829.308350
	Iteration 122Q: 3 clusters Score -569088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -569089.187500 Penalty: 829.308350
	Iteration 123Q: 3 clusters Score -569089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -569089.500000 Penalty: 829.308350
	Iteration 124Q: 3 clusters Score -569089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -569089.375000 Penalty: 829.308350
	Iteration 125Q: 3 clusters Score -569089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -569092.375000 Penalty: 829.308350
	Iteration 126Q: 3 clusters Score -569092.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -569094.000000 Penalty: 829.308350
	Iteration 127Q: 3 clusters Score -569094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -569094.875000 Penalty: 829.308350
	Iteration 128Q: 3 clusters Score -569094.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -569096.312500 Penalty: 829.308350
	Iteration 129Q: 3 clusters Score -569096.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -569098.937500 Penalty: 829.308350
	Iteration 130Q: 3 clusters Score -569098.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -569102.750000 Penalty: 829.308350
	Iteration 131Q: 3 clusters Score -569102.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -569107.437500 Penalty: 829.308350
	Iteration 132Q: 3 clusters Score -569107.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -569112.562500 Penalty: 829.308350
	Iteration 133Q: 3 clusters Score -569112.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -569119.750000 Penalty: 829.308350
	Iteration 134Q: 3 clusters Score -569119.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -569124.062500 Penalty: 829.308350
	Iteration 135Q: 3 clusters Score -569124.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -569132.125000 Penalty: 829.308350
	Iteration 136Q: 3 clusters Score -569132.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -569137.937500 Penalty: 829.308350
	Iteration 137Q: 3 clusters Score -569137.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -569146.562500 Penalty: 829.308350
	Iteration 138Q: 3 clusters Score -569146.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -569155.437500 Penalty: 829.308350
	Iteration 139Q: 3 clusters Score -569155.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -569164.875000 Penalty: 829.308350
	Iteration 140F: 3 clusters Score -569164.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -569172.500000 Penalty: 829.308350
	Iteration 141Q: 3 clusters Score -569172.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -569181.250000 Penalty: 829.308350
	Iteration 142Q: 3 clusters Score -569181.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -569186.750000 Penalty: 829.308350
	Iteration 143Q: 3 clusters Score -569186.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -569189.250000 Penalty: 829.308350
	Iteration 144Q: 3 clusters Score -569189.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -569191.375000 Penalty: 829.308350
	Iteration 145Q: 3 clusters Score -569191.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -569194.687500 Penalty: 829.308350
	Iteration 146Q: 3 clusters Score -569194.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -569197.375000 Penalty: 829.308350
	Iteration 147Q: 3 clusters Score -569197.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -569203.812500 Penalty: 829.308350
	Iteration 148Q: 3 clusters Score -569203.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -569209.250000 Penalty: 829.308350
	Iteration 149Q: 3 clusters Score -569209.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -569215.437500 Penalty: 829.308350
	Iteration 150Q: 3 clusters Score -569215.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -569221.250000 Penalty: 829.308350
	Iteration 151Q: 3 clusters Score -569221.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -569226.625000 Penalty: 829.308350
	Iteration 152Q: 3 clusters Score -569226.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -569235.187500 Penalty: 829.308350
	Iteration 153Q: 3 clusters Score -569235.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -569245.937500 Penalty: 829.308350
	Iteration 154Q: 3 clusters Score -569245.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -569253.000000 Penalty: 829.308350
	Iteration 155Q: 3 clusters Score -569253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -569263.625000 Penalty: 829.308350
	Iteration 156Q: 3 clusters Score -569263.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -569275.125000 Penalty: 829.308350
	Iteration 157Q: 3 clusters Score -569275.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -569288.750000 Penalty: 829.308350
	Iteration 158Q: 3 clusters Score -569288.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -569302.625000 Penalty: 829.308350
	Iteration 159Q: 3 clusters Score -569302.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -569312.062500 Penalty: 829.308350
	Iteration 160F: 3 clusters Score -569312.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -569324.750000 Penalty: 829.308350
	Iteration 161Q: 3 clusters Score -569324.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -569338.187500 Penalty: 829.308350
	Iteration 162Q: 3 clusters Score -569338.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -569346.437500 Penalty: 829.308350
	Iteration 163Q: 3 clusters Score -569346.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -569355.250000 Penalty: 829.308350
	Iteration 164Q: 3 clusters Score -569355.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -569366.500000 Penalty: 829.308350
	Iteration 165Q: 3 clusters Score -569366.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -569374.437500 Penalty: 829.308350
	Iteration 166Q: 3 clusters Score -569374.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -569379.500000 Penalty: 829.308350
	Iteration 167Q: 3 clusters Score -569379.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -569386.875000 Penalty: 829.308350
	Iteration 168Q: 3 clusters Score -569386.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -569393.125000 Penalty: 829.308350
	Iteration 169Q: 3 clusters Score -569393.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -569402.062500 Penalty: 829.308350
	Iteration 170Q: 3 clusters Score -569402.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -569407.687500 Penalty: 829.308350
	Iteration 171Q: 3 clusters Score -569407.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -569411.000000 Penalty: 829.308350
	Iteration 172Q: 3 clusters Score -569411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -569414.312500 Penalty: 829.308350
	Iteration 173Q: 3 clusters Score -569414.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -569417.125000 Penalty: 829.308350
	Iteration 174Q: 3 clusters Score -569417.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -569420.375000 Penalty: 829.308350
	Iteration 175Q: 3 clusters Score -569420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -569420.500000 Penalty: 829.308350
	Iteration 176Q: 3 clusters Score -569420.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -569423.062500 Penalty: 829.308350
	Iteration 177Q: 3 clusters Score -569423.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -569424.687500 Penalty: 829.308350
	Iteration 178Q: 3 clusters Score -569424.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -569427.375000 Penalty: 829.308350
	Iteration 179Q: 3 clusters Score -569427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -569430.062500 Penalty: 829.308350
	Iteration 180F: 3 clusters Score -569430.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -569432.812500 Penalty: 829.308350
	Iteration 181Q: 3 clusters Score -569432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -569432.562500 Penalty: 829.308350
	Iteration 182Q: 3 clusters Score -569432.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -569435.750000 Penalty: 829.308350
	Iteration 183Q: 3 clusters Score -569435.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -569440.937500 Penalty: 829.308350
	Iteration 184Q: 3 clusters Score -569440.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -569446.125000 Penalty: 829.308350
	Iteration 185Q: 3 clusters Score -569446.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -569453.312500 Penalty: 829.308350
	Iteration 186Q: 3 clusters Score -569453.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -569459.312500 Penalty: 829.308350
	Iteration 187Q: 3 clusters Score -569459.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -569464.500000 Penalty: 829.308350
	Iteration 188Q: 3 clusters Score -569464.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -569469.500000 Penalty: 829.308350
	Iteration 189Q: 3 clusters Score -569469.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -569474.000000 Penalty: 829.308350
	Iteration 190Q: 3 clusters Score -569474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -569478.937500 Penalty: 829.308350
	Iteration 191Q: 3 clusters Score -569478.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -569483.437500 Penalty: 829.308350
	Iteration 192Q: 3 clusters Score -569483.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -569489.187500 Penalty: 829.308350
	Iteration 193Q: 3 clusters Score -569489.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -569499.562500 Penalty: 829.308350
	Iteration 194Q: 3 clusters Score -569499.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -569509.312500 Penalty: 829.308350
	Iteration 195Q: 3 clusters Score -569509.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -569516.437500 Penalty: 829.308350
	Iteration 196Q: 3 clusters Score -569516.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -569522.625000 Penalty: 829.308350
	Iteration 197Q: 3 clusters Score -569522.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -569530.937500 Penalty: 829.308350
	Iteration 198Q: 3 clusters Score -569530.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -569537.812500 Penalty: 829.308350
	Iteration 199Q: 3 clusters Score -569537.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -569544.687500 Penalty: 829.308350
	Iteration 200F: 3 clusters Score -569544.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -569550.062500 Penalty: 829.308350
	Iteration 201Q: 3 clusters Score -569550.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -569559.312500 Penalty: 829.308350
	Iteration 202Q: 3 clusters Score -569559.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -569570.687500 Penalty: 829.308350
	Iteration 203Q: 3 clusters Score -569570.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -569579.250000 Penalty: 829.308350
	Iteration 204Q: 3 clusters Score -569579.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -569588.125000 Penalty: 829.308350
	Iteration 205Q: 3 clusters Score -569588.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -569599.375000 Penalty: 829.308350
	Iteration 206Q: 3 clusters Score -569599.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -569612.687500 Penalty: 829.308350
	Iteration 207Q: 3 clusters Score -569612.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -569624.812500 Penalty: 829.308350
	Iteration 208Q: 3 clusters Score -569624.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -569639.500000 Penalty: 829.308350
	Iteration 209Q: 3 clusters Score -569639.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -569650.125000 Penalty: 829.308350
	Iteration 210Q: 3 clusters Score -569650.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -569659.750000 Penalty: 829.308350
	Iteration 211Q: 3 clusters Score -569659.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -569671.312500 Penalty: 829.308350
	Iteration 212Q: 3 clusters Score -569671.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -569687.437500 Penalty: 829.308350
	Iteration 213Q: 3 clusters Score -569687.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -569703.187500 Penalty: 829.308350
	Iteration 214Q: 3 clusters Score -569703.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -569718.500000 Penalty: 829.308350
	Iteration 215Q: 3 clusters Score -569718.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -569725.062500 Penalty: 829.308350
	Iteration 216Q: 3 clusters Score -569725.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -569733.187500 Penalty: 829.308350
	Iteration 217Q: 3 clusters Score -569733.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -569745.375000 Penalty: 829.308350
	Iteration 218Q: 3 clusters Score -569745.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -569758.875000 Penalty: 829.308350
	Iteration 219Q: 3 clusters Score -569758.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -569768.312500 Penalty: 829.308350
	Iteration 220F: 3 clusters Score -569768.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -569774.437500 Penalty: 829.308350
	Iteration 221Q: 3 clusters Score -569774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -569778.000000 Penalty: 829.308350
	Iteration 222Q: 3 clusters Score -569778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -569780.812500 Penalty: 829.308350
	Iteration 223Q: 3 clusters Score -569780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -569782.312500 Penalty: 829.308350
	Iteration 224Q: 3 clusters Score -569782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -569784.875000 Penalty: 829.308350
	Iteration 225Q: 3 clusters Score -569784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -569786.937500 Penalty: 829.308350
	Iteration 226Q: 3 clusters Score -569786.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -569789.687500 Penalty: 829.308350
	Iteration 227Q: 3 clusters Score -569789.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -569794.250000 Penalty: 829.308350
	Iteration 228Q: 3 clusters Score -569794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -569796.500000 Penalty: 829.308350
	Iteration 229Q: 3 clusters Score -569796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -569798.125000 Penalty: 829.308350
	Iteration 230Q: 3 clusters Score -569798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -569799.250000 Penalty: 829.308350
	Iteration 231Q: 3 clusters Score -569799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -569802.562500 Penalty: 829.308350
	Iteration 232Q: 3 clusters Score -569802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -569807.562500 Penalty: 829.308350
	Iteration 233Q: 3 clusters Score -569807.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -569810.312500 Penalty: 829.308350
	Iteration 234Q: 3 clusters Score -569810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -569811.000000 Penalty: 829.308350
	Iteration 235Q: 3 clusters Score -569811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -569811.750000 Penalty: 829.308350
	Iteration 236Q: 3 clusters Score -569811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -569812.437500 Penalty: 829.308350
	Iteration 237Q: 3 clusters Score -569812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -569813.000000 Penalty: 829.308350
	Iteration 238Q: 3 clusters Score -569813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -569813.000000 Penalty: 829.308350
	Iteration 239F: 3 clusters Score -569813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Entering Unmasked Estep 
Score: -1715.181030 Penalty: 172.180634
	Iteration 0F: 2 clusters Score -1715.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1596.582031 Penalty: 344.361267
	Iteration 0F: 3 clusters Score -1596.582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1604.139771 Penalty: 344.361267
	Iteration 1Q: 3 clusters Score -1604.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1604.139771 Penalty: 344.361267
	Iteration 2F: 3 clusters Score -1604.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -37959.246094 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -37959.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37364.671875 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -37364.67 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37541.691406 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -37541.69 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37607.429688 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -37607.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37639.566406 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -37639.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37660.117188 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -37660.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37675.722656 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -37675.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37686.160156 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -37686.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37694.628906 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -37694.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37700.609375 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -37700.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37705.816406 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -37705.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37709.726562 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -37709.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37712.769531 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -37712.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37714.675781 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -37714.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37715.074219 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -37715.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37715.316406 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -37715.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37716.187500 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -37716.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37717.007812 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -37717.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37717.500000 Penalty: 594.177124
	Iteration 17Q: 3 clusters Score -37717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37718.812500 Penalty: 594.177124
	Iteration 18Q: 3 clusters Score -37718.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37720.132812 Penalty: 594.177124
	Iteration 19Q: 3 clusters Score -37720.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37720.683594 Penalty: 594.177124
	Iteration 20F: 3 clusters Score -37720.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37720.910156 Penalty: 594.177124
	Iteration 21Q: 3 clusters Score -37720.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37720.910156 Penalty: 594.177124
	Iteration 22F: 3 clusters Score -37720.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7034.390137 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7034.39 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 74 members 
Entering Unmasked Estep 
Score: -6801.768066 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6801.768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6855.684082 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6855.684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6863.648926 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6863.649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6868.823730 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6868.824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6877.574707 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6877.575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6885.847168 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6885.847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6888.528320 Penalty: 449.689453
	Iteration 6Q: 3 clusters Score -6888.528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6888.528320 Penalty: 449.689453
	Iteration 7F: 3 clusters Score -6888.528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 3591 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 127808 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40038 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063586.000000 Penalty: 15872.815430
Iteration 239Q: 28 clusters Score -2.306359e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165238 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 3586 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 127798 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 40005 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6937 members 
Mstep: Class 20 contains 14269 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063594.000000 Penalty: 15872.815430
Iteration 240F: 28 clusters Score -2.306359e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165261 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7880 members 
Mstep: Class 6 contains 127783 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39984 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6915 members 
Mstep: Class 20 contains 14241 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 4005 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 25 contains 9232 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063620.000000 Penalty: 15872.815430
Iteration 241Q: 28 clusters Score -2.306362e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7860 members 
Mstep: Class 6 contains 127770 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39951 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 14214 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 25 contains 9297 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063678.000000 Penalty: 15872.815430
Iteration 242Q: 28 clusters Score -2.306368e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 12413 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 127770 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39911 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6888 members 
Mstep: Class 20 contains 14191 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063688.000000 Penalty: 15872.815430
Iteration 243Q: 28 clusters Score -2.306369e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165305 members 
Mstep: Class 2 contains 12436 members 
Mstep: Class 3 contains 3562 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7830 members 
Mstep: Class 6 contains 127773 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39883 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 14167 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3980 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 25 contains 9427 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063730.000000 Penalty: 15872.815430
Iteration 244Q: 28 clusters Score -2.306373e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 12454 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 127788 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39859 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6863 members 
Mstep: Class 20 contains 14140 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 969 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063768.000000 Penalty: 15872.815430
Iteration 245Q: 28 clusters Score -2.306377e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 12466 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7812 members 
Mstep: Class 6 contains 127783 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39827 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6858 members 
Mstep: Class 20 contains 14107 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3971 members 
Mstep: Class 23 contains 973 members 
Mstep: Class 25 contains 9544 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063818.000000 Penalty: 15872.815430
Iteration 246Q: 28 clusters Score -2.306382e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165319 members 
Mstep: Class 2 contains 12482 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 127769 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39788 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 14091 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9601 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063830.000000 Penalty: 15872.815430
Iteration 247Q: 28 clusters Score -2.306383e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165328 members 
Mstep: Class 2 contains 12498 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 127770 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39761 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6841 members 
Mstep: Class 20 contains 14073 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3965 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9652 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063858.000000 Penalty: 15872.815430
Iteration 248Q: 28 clusters Score -2.306386e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 12508 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7777 members 
Mstep: Class 6 contains 127773 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39731 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6833 members 
Mstep: Class 20 contains 14056 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9694 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063890.000000 Penalty: 15872.815430
Iteration 249Q: 28 clusters Score -2.306389e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7765 members 
Mstep: Class 6 contains 127779 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39700 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 14045 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9736 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063922.000000 Penalty: 15872.815430
Iteration 250Q: 28 clusters Score -2.306392e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165367 members 
Mstep: Class 2 contains 12534 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7754 members 
Mstep: Class 6 contains 127779 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39673 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 14027 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9777 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063948.000000 Penalty: 15872.815430
Iteration 251Q: 28 clusters Score -2.306395e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 12536 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 127778 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39648 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6816 members 
Mstep: Class 20 contains 14010 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9832 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063960.000000 Penalty: 15872.815430
Iteration 252Q: 28 clusters Score -2.306396e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 12540 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 127773 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39620 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 13992 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9888 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063964.000000 Penalty: 15872.815430
Iteration 253Q: 28 clusters Score -2.306396e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165378 members 
Mstep: Class 2 contains 12543 members 
Mstep: Class 3 contains 3558 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 127776 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39603 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 13969 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063988.000000 Penalty: 15872.815430
Iteration 254Q: 28 clusters Score -2.306399e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 12545 members 
Mstep: Class 3 contains 3558 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7689 members 
Mstep: Class 6 contains 127769 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39580 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 13941 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10015 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063984.000000 Penalty: 15872.815430
Iteration 255Q: 28 clusters Score -2.306398e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 3555 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7675 members 
Mstep: Class 6 contains 127764 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39554 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6805 members 
Mstep: Class 20 contains 13922 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10078 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063954.000000 Penalty: 15872.815430
Iteration 256Q: 28 clusters Score -2.306395e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165426 members 
Mstep: Class 2 contains 12556 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 127745 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39525 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6801 members 
Mstep: Class 20 contains 13911 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3958 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10125 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063986.000000 Penalty: 15872.815430
Iteration 257Q: 28 clusters Score -2.306399e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 12559 members 
Mstep: Class 3 contains 3554 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 127743 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39506 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6795 members 
Mstep: Class 20 contains 13901 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10172 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23063988.000000 Penalty: 15872.815430
Iteration 258Q: 28 clusters Score -2.306399e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 12565 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 127726 members 
Mstep: Class 7 contains 4625 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39507 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6784 members 
Mstep: Class 20 contains 13898 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10223 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064030.000000 Penalty: 15872.815430
Iteration 259Q: 28 clusters Score -2.306403e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 12572 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7629 members 
Mstep: Class 6 contains 127703 members 
Mstep: Class 7 contains 4623 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39500 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10272 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064054.000000 Penalty: 15872.815430
Iteration 260F: 28 clusters Score -2.306405e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 12579 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 127679 members 
Mstep: Class 7 contains 4623 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39499 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 20 contains 13894 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10321 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064104.000000 Penalty: 15872.815430
Iteration 261Q: 28 clusters Score -2.30641e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165428 members 
Mstep: Class 2 contains 12588 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7600 members 
Mstep: Class 6 contains 127645 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39499 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6747 members 
Mstep: Class 20 contains 13892 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 25 contains 10365 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064078.000000 Penalty: 15872.815430
Iteration 262Q: 28 clusters Score -2.306408e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 12591 members 
Mstep: Class 3 contains 3548 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7593 members 
Mstep: Class 6 contains 127632 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39501 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 13890 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 25 contains 10410 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064074.000000 Penalty: 15872.815430
Iteration 263Q: 28 clusters Score -2.306407e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 3545 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7588 members 
Mstep: Class 6 contains 127608 members 
Mstep: Class 7 contains 4607 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39498 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6724 members 
Mstep: Class 20 contains 13887 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10461 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064086.000000 Penalty: 15872.815430
Iteration 264Q: 28 clusters Score -2.306409e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 12595 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 127579 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39499 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 13883 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064074.000000 Penalty: 15872.815430
Iteration 265Q: 28 clusters Score -2.306407e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165400 members 
Mstep: Class 2 contains 12598 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 127554 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39492 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6704 members 
Mstep: Class 20 contains 13881 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10583 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064098.000000 Penalty: 15872.815430
Iteration 266Q: 28 clusters Score -2.30641e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 12603 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 6 contains 127531 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39487 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6692 members 
Mstep: Class 20 contains 13874 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10638 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064140.000000 Penalty: 15872.815430
Iteration 267Q: 28 clusters Score -2.306414e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165406 members 
Mstep: Class 2 contains 12609 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 127506 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39482 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6682 members 
Mstep: Class 20 contains 13872 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10684 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064154.000000 Penalty: 15872.815430
Iteration 268Q: 28 clusters Score -2.306415e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 127486 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39484 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 20 contains 13872 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10729 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064170.000000 Penalty: 15872.815430
Iteration 269Q: 28 clusters Score -2.306417e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 12619 members 
Mstep: Class 3 contains 3530 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 127467 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39485 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6655 members 
Mstep: Class 20 contains 13870 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10784 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064182.000000 Penalty: 15872.815430
Iteration 270Q: 28 clusters Score -2.306418e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 12622 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 127449 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39494 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6643 members 
Mstep: Class 20 contains 13860 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10834 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064162.000000 Penalty: 15872.815430
Iteration 271Q: 28 clusters Score -2.306416e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 12621 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 127440 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39496 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6630 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10882 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064148.000000 Penalty: 15872.815430
Iteration 272Q: 28 clusters Score -2.306415e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 12622 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7550 members 
Mstep: Class 6 contains 127407 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39490 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6623 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064174.000000 Penalty: 15872.815430
Iteration 273Q: 28 clusters Score -2.306417e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 127382 members 
Mstep: Class 7 contains 4544 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39486 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 13817 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 11007 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064168.000000 Penalty: 15872.815430
Iteration 274Q: 28 clusters Score -2.306417e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 12628 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7542 members 
Mstep: Class 6 contains 127363 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39477 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 13801 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064156.000000 Penalty: 15872.815430
Iteration 275Q: 28 clusters Score -2.306416e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165358 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 127366 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39465 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 13783 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 11114 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064172.000000 Penalty: 15872.815430
Iteration 276Q: 28 clusters Score -2.306417e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 12631 members 
Mstep: Class 3 contains 3526 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 127363 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39447 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 13768 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 25 contains 11163 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064192.000000 Penalty: 15872.815430
Iteration 277Q: 28 clusters Score -2.306419e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 12633 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7537 members 
Mstep: Class 6 contains 127366 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39432 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 13744 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 25 contains 11203 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064152.000000 Penalty: 15872.815430
Iteration 278Q: 28 clusters Score -2.306415e+07 nChanged 133
Entering ConstructFrom: 
Score: -23064152.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (165365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Entering Unmasked Estep 
Score: -9680653.000000 Penalty: 546.723938
	Iteration 0F: 2 clusters Score -9680653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -9575468.000000 Penalty: 1093.447876
	Iteration 0F: 3 clusters Score -9575468 nChanged 81163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -9628037.000000 Penalty: 1093.447876
	Iteration 1F: 3 clusters Score -9628037 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -9631563.000000 Penalty: 1093.447876
	Iteration 2Q: 3 clusters Score -9631563 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -9636158.000000 Penalty: 1093.447876
	Iteration 3F: 3 clusters Score -9636158 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -9641518.000000 Penalty: 1093.447876
	Iteration 4F: 3 clusters Score -9641518 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -9647614.000000 Penalty: 1093.447876
	Iteration 5F: 3 clusters Score -9647614 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -9653396.000000 Penalty: 1093.447876
	Iteration 6F: 3 clusters Score -9653396 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -9656894.000000 Penalty: 1093.447876
	Iteration 7Q: 3 clusters Score -9656894 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -9658507.000000 Penalty: 1093.447876
	Iteration 8Q: 3 clusters Score -9658507 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -9659210.000000 Penalty: 1093.447876
	Iteration 9Q: 3 clusters Score -9659210 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -9659723.000000 Penalty: 1093.447876
	Iteration 10Q: 3 clusters Score -9659723 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -9660094.000000 Penalty: 1093.447876
	Iteration 11Q: 3 clusters Score -9660094 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -9660429.000000 Penalty: 1093.447876
	Iteration 12Q: 3 clusters Score -9660429 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -9660687.000000 Penalty: 1093.447876
	Iteration 13Q: 3 clusters Score -9660687 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -9660986.000000 Penalty: 1093.447876
	Iteration 14Q: 3 clusters Score -9660986 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -9661303.000000 Penalty: 1093.447876
	Iteration 15Q: 3 clusters Score -9661303 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -9661671.000000 Penalty: 1093.447876
	Iteration 16Q: 3 clusters Score -9661671 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -9661917.000000 Penalty: 1093.447876
	Iteration 17Q: 3 clusters Score -9661917 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -9662276.000000 Penalty: 1093.447876
	Iteration 18Q: 3 clusters Score -9662276 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -9662685.000000 Penalty: 1093.447876
	Iteration 19Q: 3 clusters Score -9662685 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -9663083.000000 Penalty: 1093.447876
	Iteration 20F: 3 clusters Score -9663083 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -9663498.000000 Penalty: 1093.447876
	Iteration 21Q: 3 clusters Score -9663498 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -9663835.000000 Penalty: 1093.447876
	Iteration 22Q: 3 clusters Score -9663835 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -9664154.000000 Penalty: 1093.447876
	Iteration 23Q: 3 clusters Score -9664154 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -9664611.000000 Penalty: 1093.447876
	Iteration 24Q: 3 clusters Score -9664611 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -9665013.000000 Penalty: 1093.447876
	Iteration 25Q: 3 clusters Score -9665013 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -9665436.000000 Penalty: 1093.447876
	Iteration 26Q: 3 clusters Score -9665436 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -9665949.000000 Penalty: 1093.447876
	Iteration 27Q: 3 clusters Score -9665949 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -9666498.000000 Penalty: 1093.447876
	Iteration 28Q: 3 clusters Score -9666498 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -9666975.000000 Penalty: 1093.447876
	Iteration 29Q: 3 clusters Score -9666975 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -9667487.000000 Penalty: 1093.447876
	Iteration 30Q: 3 clusters Score -9667487 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -9668003.000000 Penalty: 1093.447876
	Iteration 31Q: 3 clusters Score -9668003 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -9668547.000000 Penalty: 1093.447876
	Iteration 32Q: 3 clusters Score -9668547 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -9669181.000000 Penalty: 1093.447876
	Iteration 33Q: 3 clusters Score -9669181 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -9669735.000000 Penalty: 1093.447876
	Iteration 34Q: 3 clusters Score -9669735 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -9670314.000000 Penalty: 1093.447876
	Iteration 35Q: 3 clusters Score -9670314 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -9670842.000000 Penalty: 1093.447876
	Iteration 36Q: 3 clusters Score -9670842 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -9671292.000000 Penalty: 1093.447876
	Iteration 37Q: 3 clusters Score -9671292 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -9671655.000000 Penalty: 1093.447876
	Iteration 38Q: 3 clusters Score -9671655 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 108605 members 
Entering Unmasked Estep 
Score: -9671997.000000 Penalty: 1093.447876
	Iteration 39Q: 3 clusters Score -9671997 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -9672445.000000 Penalty: 1093.447876
	Iteration 40F: 3 clusters Score -9672445 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -9672808.000000 Penalty: 1093.447876
	Iteration 41Q: 3 clusters Score -9672808 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -9673180.000000 Penalty: 1093.447876
	Iteration 42Q: 3 clusters Score -9673180 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -9673544.000000 Penalty: 1093.447876
	Iteration 43Q: 3 clusters Score -9673544 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -9673974.000000 Penalty: 1093.447876
	Iteration 44Q: 3 clusters Score -9673974 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -9674385.000000 Penalty: 1093.447876
	Iteration 45Q: 3 clusters Score -9674385 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 120695 members 
Entering Unmasked Estep 
Score: -9674835.000000 Penalty: 1093.447876
	Iteration 46Q: 3 clusters Score -9674835 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -9675120.000000 Penalty: 1093.447876
	Iteration 47Q: 3 clusters Score -9675120 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -9675427.000000 Penalty: 1093.447876
	Iteration 48Q: 3 clusters Score -9675427 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 125600 members 
Entering Unmasked Estep 
Score: -9675786.000000 Penalty: 1093.447876
	Iteration 49Q: 3 clusters Score -9675786 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -9676155.000000 Penalty: 1093.447876
	Iteration 50Q: 3 clusters Score -9676155 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 129062 members 
Entering Unmasked Estep 
Score: -9676581.000000 Penalty: 1093.447876
	Iteration 51Q: 3 clusters Score -9676581 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 130854 members 
Entering Unmasked Estep 
Score: -9676957.000000 Penalty: 1093.447876
	Iteration 52Q: 3 clusters Score -9676957 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 132735 members 
Entering Unmasked Estep 
Score: -9677417.000000 Penalty: 1093.447876
	Iteration 53Q: 3 clusters Score -9677417 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 134729 members 
Entering Unmasked Estep 
Score: -9677746.000000 Penalty: 1093.447876
	Iteration 54Q: 3 clusters Score -9677746 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -9678106.000000 Penalty: 1093.447876
	Iteration 55Q: 3 clusters Score -9678106 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -9678381.000000 Penalty: 1093.447876
	Iteration 56Q: 3 clusters Score -9678381 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -9678536.000000 Penalty: 1093.447876
	Iteration 57Q: 3 clusters Score -9678536 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 143156 members 
Entering Unmasked Estep 
Score: -9678719.000000 Penalty: 1093.447876
	Iteration 58Q: 3 clusters Score -9678719 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 145189 members 
Entering Unmasked Estep 
Score: -9678863.000000 Penalty: 1093.447876
	Iteration 59Q: 3 clusters Score -9678863 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -9679002.000000 Penalty: 1093.447876
	Iteration 60F: 3 clusters Score -9679002 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -9679116.000000 Penalty: 1093.447876
	Iteration 61Q: 3 clusters Score -9679116 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 150877 members 
Entering Unmasked Estep 
Score: -9679300.000000 Penalty: 1093.447876
	Iteration 62Q: 3 clusters Score -9679300 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -9679426.000000 Penalty: 1093.447876
	Iteration 63Q: 3 clusters Score -9679426 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -9679607.000000 Penalty: 1093.447876
	Iteration 64Q: 3 clusters Score -9679607 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -9679799.000000 Penalty: 1093.447876
	Iteration 65Q: 3 clusters Score -9679799 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -9679944.000000 Penalty: 1093.447876
	Iteration 66Q: 3 clusters Score -9679944 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 158272 members 
Entering Unmasked Estep 
Score: -9679960.000000 Penalty: 1093.447876
	Iteration 67Q: 3 clusters Score -9679960 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -9679916.000000 Penalty: 1093.447876
	Iteration 68Q: 3 clusters Score -9679916 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -9679936.000000 Penalty: 1093.447876
	Iteration 69Q: 3 clusters Score -9679936 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 161083 members 
Entering Unmasked Estep 
Score: -9680032.000000 Penalty: 1093.447876
	Iteration 70Q: 3 clusters Score -9680032 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 161832 members 
Entering Unmasked Estep 
Score: -9680105.000000 Penalty: 1093.447876
	Iteration 71Q: 3 clusters Score -9680105 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -9680163.000000 Penalty: 1093.447876
	Iteration 72Q: 3 clusters Score -9680163 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 162996 members 
Entering Unmasked Estep 
Score: -9680212.000000 Penalty: 1093.447876
	Iteration 73Q: 3 clusters Score -9680212 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 163450 members 
Entering Unmasked Estep 
Score: -9680207.000000 Penalty: 1093.447876
	Iteration 74Q: 3 clusters Score -9680207 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 163832 members 
Entering Unmasked Estep 
Score: -9680281.000000 Penalty: 1093.447876
	Iteration 75Q: 3 clusters Score -9680281 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -9680332.000000 Penalty: 1093.447876
	Iteration 76Q: 3 clusters Score -9680332 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 164375 members 
Entering Unmasked Estep 
Score: -9680374.000000 Penalty: 1093.447876
	Iteration 77Q: 3 clusters Score -9680374 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -9680344.000000 Penalty: 1093.447876
	Iteration 78Q: 3 clusters Score -9680344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 164718 members 
Entering Unmasked Estep 
Score: -9680321.000000 Penalty: 1093.447876
	Iteration 79Q: 3 clusters Score -9680321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 164823 members 
Entering Unmasked Estep 
Score: -9680348.000000 Penalty: 1093.447876
	Iteration 80F: 3 clusters Score -9680348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -9680341.000000 Penalty: 1093.447876
	Iteration 81Q: 3 clusters Score -9680341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 164934 members 
Entering Unmasked Estep 
Score: -9680351.000000 Penalty: 1093.447876
	Iteration 82Q: 3 clusters Score -9680351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -9680351.000000 Penalty: 1093.447876
	Iteration 83Q: 3 clusters Score -9680351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 164985 members 
Entering Unmasked Estep 
Score: -9680347.000000 Penalty: 1093.447876
	Iteration 84Q: 3 clusters Score -9680347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -9680342.000000 Penalty: 1093.447876
	Iteration 85Q: 3 clusters Score -9680342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -9680350.000000 Penalty: 1093.447876
	Iteration 86Q: 3 clusters Score -9680350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -9680358.000000 Penalty: 1093.447876
	Iteration 87Q: 3 clusters Score -9680358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -9680363.000000 Penalty: 1093.447876
	Iteration 88Q: 3 clusters Score -9680363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 165062 members 
Entering Unmasked Estep 
Score: -9680354.000000 Penalty: 1093.447876
	Iteration 89Q: 3 clusters Score -9680354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -9680356.000000 Penalty: 1093.447876
	Iteration 90Q: 3 clusters Score -9680356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -9680350.000000 Penalty: 1093.447876
	Iteration 91Q: 3 clusters Score -9680350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 165092 members 
Entering Unmasked Estep 
Score: -9680347.000000 Penalty: 1093.447876
	Iteration 92Q: 3 clusters Score -9680347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -9680353.000000 Penalty: 1093.447876
	Iteration 93Q: 3 clusters Score -9680353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 165099 members 
Entering Unmasked Estep 
Score: -9680345.000000 Penalty: 1093.447876
	Iteration 94Q: 3 clusters Score -9680345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 165105 members 
Entering Unmasked Estep 
Score: -9680335.000000 Penalty: 1093.447876
	Iteration 95Q: 3 clusters Score -9680335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -9680344.000000 Penalty: 1093.447876
	Iteration 96Q: 3 clusters Score -9680344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -9680337.000000 Penalty: 1093.447876
	Iteration 97Q: 3 clusters Score -9680337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -9680324.000000 Penalty: 1093.447876
	Iteration 98Q: 3 clusters Score -9680324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -9680332.000000 Penalty: 1093.447876
	Iteration 99Q: 3 clusters Score -9680332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -9680328.000000 Penalty: 1093.447876
	Iteration 100F: 3 clusters Score -9680328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 165130 members 
Entering Unmasked Estep 
Score: -9680329.000000 Penalty: 1093.447876
	Iteration 101Q: 3 clusters Score -9680329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 165134 members 
Entering Unmasked Estep 
Score: -9680320.000000 Penalty: 1093.447876
	Iteration 102Q: 3 clusters Score -9680320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -9680324.000000 Penalty: 1093.447876
	Iteration 103Q: 3 clusters Score -9680324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -9680324.000000 Penalty: 1093.447876
	Iteration 104F: 3 clusters Score -9680324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Entering Unmasked Estep 
Score: -799758.812500 Penalty: 429.705078
	Iteration 0F: 2 clusters Score -799758.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -791318.625000 Penalty: 859.410156
	Iteration 0F: 3 clusters Score -791318.6 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -794736.062500 Penalty: 859.410156
	Iteration 1F: 3 clusters Score -794736.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -794995.562500 Penalty: 859.410156
	Iteration 2F: 3 clusters Score -794995.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -795296.000000 Penalty: 859.410156
	Iteration 3Q: 3 clusters Score -795296 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -795698.437500 Penalty: 859.410156
	Iteration 4F: 3 clusters Score -795698.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -796224.062500 Penalty: 859.410156
	Iteration 5F: 3 clusters Score -796224.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -796808.062500 Penalty: 859.410156
	Iteration 6F: 3 clusters Score -796808.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -797184.000000 Penalty: 859.410156
	Iteration 7F: 3 clusters Score -797184 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -797319.125000 Penalty: 859.410156
	Iteration 8Q: 3 clusters Score -797319.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -797384.937500 Penalty: 859.410156
	Iteration 9Q: 3 clusters Score -797384.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -797427.062500 Penalty: 859.410156
	Iteration 10Q: 3 clusters Score -797427.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -797466.375000 Penalty: 859.410156
	Iteration 11Q: 3 clusters Score -797466.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -797501.062500 Penalty: 859.410156
	Iteration 12Q: 3 clusters Score -797501.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -797534.875000 Penalty: 859.410156
	Iteration 13Q: 3 clusters Score -797534.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -797562.312500 Penalty: 859.410156
	Iteration 14Q: 3 clusters Score -797562.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -797599.250000 Penalty: 859.410156
	Iteration 15Q: 3 clusters Score -797599.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -797647.562500 Penalty: 859.410156
	Iteration 16Q: 3 clusters Score -797647.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -797701.125000 Penalty: 859.410156
	Iteration 17Q: 3 clusters Score -797701.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -797758.750000 Penalty: 859.410156
	Iteration 18Q: 3 clusters Score -797758.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -797810.500000 Penalty: 859.410156
	Iteration 19Q: 3 clusters Score -797810.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -797871.812500 Penalty: 859.410156
	Iteration 20F: 3 clusters Score -797871.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -797938.062500 Penalty: 859.410156
	Iteration 21Q: 3 clusters Score -797938.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -797995.875000 Penalty: 859.410156
	Iteration 22Q: 3 clusters Score -797995.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -798057.500000 Penalty: 859.410156
	Iteration 23Q: 3 clusters Score -798057.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -798120.187500 Penalty: 859.410156
	Iteration 24Q: 3 clusters Score -798120.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -798180.562500 Penalty: 859.410156
	Iteration 25Q: 3 clusters Score -798180.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -798247.562500 Penalty: 859.410156
	Iteration 26Q: 3 clusters Score -798247.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -798311.375000 Penalty: 859.410156
	Iteration 27Q: 3 clusters Score -798311.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -798372.875000 Penalty: 859.410156
	Iteration 28Q: 3 clusters Score -798372.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -798439.250000 Penalty: 859.410156
	Iteration 29Q: 3 clusters Score -798439.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -798518.187500 Penalty: 859.410156
	Iteration 30Q: 3 clusters Score -798518.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -798585.062500 Penalty: 859.410156
	Iteration 31Q: 3 clusters Score -798585.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -798644.750000 Penalty: 859.410156
	Iteration 32Q: 3 clusters Score -798644.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -798697.437500 Penalty: 859.410156
	Iteration 33Q: 3 clusters Score -798697.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -798744.687500 Penalty: 859.410156
	Iteration 34Q: 3 clusters Score -798744.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -798788.500000 Penalty: 859.410156
	Iteration 35Q: 3 clusters Score -798788.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -798829.250000 Penalty: 859.410156
	Iteration 36Q: 3 clusters Score -798829.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -798866.375000 Penalty: 859.410156
	Iteration 37Q: 3 clusters Score -798866.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -798906.812500 Penalty: 859.410156
	Iteration 38Q: 3 clusters Score -798906.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -798938.562500 Penalty: 859.410156
	Iteration 39Q: 3 clusters Score -798938.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -798971.687500 Penalty: 859.410156
	Iteration 40F: 3 clusters Score -798971.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -799006.500000 Penalty: 859.410156
	Iteration 41Q: 3 clusters Score -799006.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -799030.750000 Penalty: 859.410156
	Iteration 42Q: 3 clusters Score -799030.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -799056.375000 Penalty: 859.410156
	Iteration 43Q: 3 clusters Score -799056.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -799080.562500 Penalty: 859.410156
	Iteration 44Q: 3 clusters Score -799080.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -799100.375000 Penalty: 859.410156
	Iteration 45Q: 3 clusters Score -799100.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -799115.250000 Penalty: 859.410156
	Iteration 46Q: 3 clusters Score -799115.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -799126.312500 Penalty: 859.410156
	Iteration 47Q: 3 clusters Score -799126.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -799140.875000 Penalty: 859.410156
	Iteration 48Q: 3 clusters Score -799140.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -799152.937500 Penalty: 859.410156
	Iteration 49Q: 3 clusters Score -799152.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -799168.062500 Penalty: 859.410156
	Iteration 50Q: 3 clusters Score -799168.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -799179.687500 Penalty: 859.410156
	Iteration 51Q: 3 clusters Score -799179.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -799187.187500 Penalty: 859.410156
	Iteration 52Q: 3 clusters Score -799187.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -799195.750000 Penalty: 859.410156
	Iteration 53Q: 3 clusters Score -799195.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -799205.687500 Penalty: 859.410156
	Iteration 54Q: 3 clusters Score -799205.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -799209.500000 Penalty: 859.410156
	Iteration 55Q: 3 clusters Score -799209.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -799212.812500 Penalty: 859.410156
	Iteration 56Q: 3 clusters Score -799212.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -799218.625000 Penalty: 859.410156
	Iteration 57Q: 3 clusters Score -799218.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -799221.687500 Penalty: 859.410156
	Iteration 58Q: 3 clusters Score -799221.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -799229.750000 Penalty: 859.410156
	Iteration 59Q: 3 clusters Score -799229.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -799231.500000 Penalty: 859.410156
	Iteration 60F: 3 clusters Score -799231.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -799236.312500 Penalty: 859.410156
	Iteration 61Q: 3 clusters Score -799236.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -799238.687500 Penalty: 859.410156
	Iteration 62Q: 3 clusters Score -799238.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -799241.250000 Penalty: 859.410156
	Iteration 63Q: 3 clusters Score -799241.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -799243.437500 Penalty: 859.410156
	Iteration 64Q: 3 clusters Score -799243.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -799248.812500 Penalty: 859.410156
	Iteration 65Q: 3 clusters Score -799248.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -799250.500000 Penalty: 859.410156
	Iteration 66Q: 3 clusters Score -799250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -799253.750000 Penalty: 859.410156
	Iteration 67Q: 3 clusters Score -799253.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -799253.062500 Penalty: 859.410156
	Iteration 68Q: 3 clusters Score -799253.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -799256.000000 Penalty: 859.410156
	Iteration 69Q: 3 clusters Score -799256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -799257.437500 Penalty: 859.410156
	Iteration 70Q: 3 clusters Score -799257.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -799262.687500 Penalty: 859.410156
	Iteration 71Q: 3 clusters Score -799262.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -799269.937500 Penalty: 859.410156
	Iteration 72Q: 3 clusters Score -799269.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -799275.125000 Penalty: 859.410156
	Iteration 73Q: 3 clusters Score -799275.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -799280.250000 Penalty: 859.410156
	Iteration 74Q: 3 clusters Score -799280.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -799284.687500 Penalty: 859.410156
	Iteration 75Q: 3 clusters Score -799284.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -799288.625000 Penalty: 859.410156
	Iteration 76Q: 3 clusters Score -799288.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -799295.000000 Penalty: 859.410156
	Iteration 77Q: 3 clusters Score -799295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -799304.687500 Penalty: 859.410156
	Iteration 78Q: 3 clusters Score -799304.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -799311.500000 Penalty: 859.410156
	Iteration 79Q: 3 clusters Score -799311.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -799318.750000 Penalty: 859.410156
	Iteration 80F: 3 clusters Score -799318.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -799327.687500 Penalty: 859.410156
	Iteration 81Q: 3 clusters Score -799327.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -799335.687500 Penalty: 859.410156
	Iteration 82Q: 3 clusters Score -799335.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -799344.062500 Penalty: 859.410156
	Iteration 83Q: 3 clusters Score -799344.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -799353.187500 Penalty: 859.410156
	Iteration 84Q: 3 clusters Score -799353.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -799358.062500 Penalty: 859.410156
	Iteration 85Q: 3 clusters Score -799358.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -799362.125000 Penalty: 859.410156
	Iteration 86Q: 3 clusters Score -799362.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -799366.000000 Penalty: 859.410156
	Iteration 87Q: 3 clusters Score -799366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -799371.750000 Penalty: 859.410156
	Iteration 88Q: 3 clusters Score -799371.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -799376.500000 Penalty: 859.410156
	Iteration 89Q: 3 clusters Score -799376.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -799380.875000 Penalty: 859.410156
	Iteration 90Q: 3 clusters Score -799380.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -799386.125000 Penalty: 859.410156
	Iteration 91Q: 3 clusters Score -799386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -799390.375000 Penalty: 859.410156
	Iteration 92Q: 3 clusters Score -799390.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -799391.375000 Penalty: 859.410156
	Iteration 93Q: 3 clusters Score -799391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -799393.687500 Penalty: 859.410156
	Iteration 94Q: 3 clusters Score -799393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -799394.687500 Penalty: 859.410156
	Iteration 95Q: 3 clusters Score -799394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -799393.250000 Penalty: 859.410156
	Iteration 96Q: 3 clusters Score -799393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -799394.375000 Penalty: 859.410156
	Iteration 97Q: 3 clusters Score -799394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -799394.812500 Penalty: 859.410156
	Iteration 98Q: 3 clusters Score -799394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -799394.812500 Penalty: 859.410156
	Iteration 99F: 3 clusters Score -799394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -186219.187500 Penalty: 371.588684
	Iteration 0F: 2 clusters Score -186219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -183814.265625 Penalty: 743.177368
	Iteration 0F: 3 clusters Score -183814.3 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -184686.656250 Penalty: 743.177368
	Iteration 1F: 3 clusters Score -184686.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -184811.671875 Penalty: 743.177368
	Iteration 2F: 3 clusters Score -184811.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -184947.031250 Penalty: 743.177368
	Iteration 3F: 3 clusters Score -184947 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -185074.765625 Penalty: 743.177368
	Iteration 4F: 3 clusters Score -185074.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -185190.765625 Penalty: 743.177368
	Iteration 5Q: 3 clusters Score -185190.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185294.687500 Penalty: 743.177368
	Iteration 6Q: 3 clusters Score -185294.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -185387.234375 Penalty: 743.177368
	Iteration 7Q: 3 clusters Score -185387.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -185499.546875 Penalty: 743.177368
	Iteration 8Q: 3 clusters Score -185499.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -185626.187500 Penalty: 743.177368
	Iteration 9Q: 3 clusters Score -185626.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -185713.593750 Penalty: 743.177368
	Iteration 10Q: 3 clusters Score -185713.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -185768.281250 Penalty: 743.177368
	Iteration 11Q: 3 clusters Score -185768.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -185814.203125 Penalty: 743.177368
	Iteration 12Q: 3 clusters Score -185814.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -185847.781250 Penalty: 743.177368
	Iteration 13Q: 3 clusters Score -185847.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -185872.343750 Penalty: 743.177368
	Iteration 14Q: 3 clusters Score -185872.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -185887.859375 Penalty: 743.177368
	Iteration 15Q: 3 clusters Score -185887.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -185901.453125 Penalty: 743.177368
	Iteration 16Q: 3 clusters Score -185901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -185916.281250 Penalty: 743.177368
	Iteration 17Q: 3 clusters Score -185916.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -185931.453125 Penalty: 743.177368
	Iteration 18Q: 3 clusters Score -185931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -185940.906250 Penalty: 743.177368
	Iteration 19Q: 3 clusters Score -185940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -185946.843750 Penalty: 743.177368
	Iteration 20F: 3 clusters Score -185946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -185950.812500 Penalty: 743.177368
	Iteration 21Q: 3 clusters Score -185950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -185954.484375 Penalty: 743.177368
	Iteration 22Q: 3 clusters Score -185954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -185956.328125 Penalty: 743.177368
	Iteration 23Q: 3 clusters Score -185956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -185956.453125 Penalty: 743.177368
	Iteration 24Q: 3 clusters Score -185956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -185957.546875 Penalty: 743.177368
	Iteration 25Q: 3 clusters Score -185957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -185959.578125 Penalty: 743.177368
	Iteration 26Q: 3 clusters Score -185959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -185961.500000 Penalty: 743.177368
	Iteration 27Q: 3 clusters Score -185961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -185963.156250 Penalty: 743.177368
	Iteration 28Q: 3 clusters Score -185963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -185964.359375 Penalty: 743.177368
	Iteration 29Q: 3 clusters Score -185964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -185966.312500 Penalty: 743.177368
	Iteration 30Q: 3 clusters Score -185966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -185967.250000 Penalty: 743.177368
	Iteration 31Q: 3 clusters Score -185967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -185967.468750 Penalty: 743.177368
	Iteration 32Q: 3 clusters Score -185967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -185967.671875 Penalty: 743.177368
	Iteration 33Q: 3 clusters Score -185967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -185967.937500 Penalty: 743.177368
	Iteration 34Q: 3 clusters Score -185967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -185967.937500 Penalty: 743.177368
	Iteration 35F: 3 clusters Score -185967.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -100994.414062 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100994.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -101408.468750 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101408.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -101480.171875 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101480.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -101521.765625 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101521.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -101569.671875 Penalty: 684.044922
	Iteration 4Q: 3 clusters Score -101569.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -101611.734375 Penalty: 684.044922
	Iteration 5Q: 3 clusters Score -101611.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -101645.062500 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -101645.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -101679.093750 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -101679.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -101715.632812 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -101715.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -101768.234375 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -101768.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -101823.562500 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -101823.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -101868.164062 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -101868.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -101907.234375 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -101907.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -101937.710938 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -101937.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -101969.210938 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -101969.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -101990.390625 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -101990.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -102014.195312 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -102020.898438 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -102027.062500 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -102032.937500 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102032.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -102037.898438 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -102040.039062 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -102041.921875 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -102041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -102042.914062 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -102042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -102043.984375 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -102044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -102044.570312 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -102044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -102044.570312 Penalty: 684.044922
	Iteration 26F: 3 clusters Score -102044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Entering Unmasked Estep 
Score: -437693.625000 Penalty: 406.192780
	Iteration 0F: 2 clusters Score -437693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -432626.093750 Penalty: 812.385559
	Iteration 0F: 3 clusters Score -432626.1 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -434717.218750 Penalty: 812.385559
	Iteration 1F: 3 clusters Score -434717.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -434926.093750 Penalty: 812.385559
	Iteration 2F: 3 clusters Score -434926.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -435158.218750 Penalty: 812.385559
	Iteration 3F: 3 clusters Score -435158.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -435465.000000 Penalty: 812.385559
	Iteration 4F: 3 clusters Score -435465 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -435865.375000 Penalty: 812.385559
	Iteration 5F: 3 clusters Score -435865.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -436213.343750 Penalty: 812.385559
	Iteration 6F: 3 clusters Score -436213.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436471.406250 Penalty: 812.385559
	Iteration 7Q: 3 clusters Score -436471.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -436619.281250 Penalty: 812.385559
	Iteration 8Q: 3 clusters Score -436619.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -436699.500000 Penalty: 812.385559
	Iteration 9Q: 3 clusters Score -436699.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -436757.968750 Penalty: 812.385559
	Iteration 10Q: 3 clusters Score -436758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -436811.656250 Penalty: 812.385559
	Iteration 11Q: 3 clusters Score -436811.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -436857.156250 Penalty: 812.385559
	Iteration 12Q: 3 clusters Score -436857.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -436897.125000 Penalty: 812.385559
	Iteration 13Q: 3 clusters Score -436897.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -436936.156250 Penalty: 812.385559
	Iteration 14Q: 3 clusters Score -436936.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -436970.562500 Penalty: 812.385559
	Iteration 15Q: 3 clusters Score -436970.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -436994.531250 Penalty: 812.385559
	Iteration 16Q: 3 clusters Score -436994.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -437017.187500 Penalty: 812.385559
	Iteration 17Q: 3 clusters Score -437017.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -437036.093750 Penalty: 812.385559
	Iteration 18Q: 3 clusters Score -437036.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -437061.875000 Penalty: 812.385559
	Iteration 19Q: 3 clusters Score -437061.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -437101.718750 Penalty: 812.385559
	Iteration 20F: 3 clusters Score -437101.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -437129.187500 Penalty: 812.385559
	Iteration 21Q: 3 clusters Score -437129.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -437157.687500 Penalty: 812.385559
	Iteration 22Q: 3 clusters Score -437157.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -437183.187500 Penalty: 812.385559
	Iteration 23Q: 3 clusters Score -437183.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -437205.281250 Penalty: 812.385559
	Iteration 24Q: 3 clusters Score -437205.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -437229.062500 Penalty: 812.385559
	Iteration 25Q: 3 clusters Score -437229.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -437244.781250 Penalty: 812.385559
	Iteration 26Q: 3 clusters Score -437244.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -437261.593750 Penalty: 812.385559
	Iteration 27Q: 3 clusters Score -437261.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -437270.625000 Penalty: 812.385559
	Iteration 28Q: 3 clusters Score -437270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -437275.031250 Penalty: 812.385559
	Iteration 29Q: 3 clusters Score -437275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -437280.187500 Penalty: 812.385559
	Iteration 30Q: 3 clusters Score -437280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -437285.750000 Penalty: 812.385559
	Iteration 31Q: 3 clusters Score -437285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -437289.687500 Penalty: 812.385559
	Iteration 32Q: 3 clusters Score -437289.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -437294.156250 Penalty: 812.385559
	Iteration 33Q: 3 clusters Score -437294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -437298.187500 Penalty: 812.385559
	Iteration 34Q: 3 clusters Score -437298.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -437304.062500 Penalty: 812.385559
	Iteration 35Q: 3 clusters Score -437304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -437306.781250 Penalty: 812.385559
	Iteration 36Q: 3 clusters Score -437306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -437309.031250 Penalty: 812.385559
	Iteration 37Q: 3 clusters Score -437309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -437309.375000 Penalty: 812.385559
	Iteration 38Q: 3 clusters Score -437309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -437312.406250 Penalty: 812.385559
	Iteration 39Q: 3 clusters Score -437312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -437313.937500 Penalty: 812.385559
	Iteration 40F: 3 clusters Score -437313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -437315.843750 Penalty: 812.385559
	Iteration 41Q: 3 clusters Score -437315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -437319.687500 Penalty: 812.385559
	Iteration 42Q: 3 clusters Score -437319.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -437324.812500 Penalty: 812.385559
	Iteration 43Q: 3 clusters Score -437324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -437327.125000 Penalty: 812.385559
	Iteration 44Q: 3 clusters Score -437327.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -437330.437500 Penalty: 812.385559
	Iteration 45Q: 3 clusters Score -437330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -437333.062500 Penalty: 812.385559
	Iteration 46Q: 3 clusters Score -437333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -437336.687500 Penalty: 812.385559
	Iteration 47Q: 3 clusters Score -437336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -437339.531250 Penalty: 812.385559
	Iteration 48Q: 3 clusters Score -437339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -437343.750000 Penalty: 812.385559
	Iteration 49Q: 3 clusters Score -437343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -437346.250000 Penalty: 812.385559
	Iteration 50Q: 3 clusters Score -437346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -437349.531250 Penalty: 812.385559
	Iteration 51Q: 3 clusters Score -437349.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -437350.656250 Penalty: 812.385559
	Iteration 52Q: 3 clusters Score -437350.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -437356.281250 Penalty: 812.385559
	Iteration 53Q: 3 clusters Score -437356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -437357.500000 Penalty: 812.385559
	Iteration 54Q: 3 clusters Score -437357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -437359.875000 Penalty: 812.385559
	Iteration 55Q: 3 clusters Score -437359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -437359.718750 Penalty: 812.385559
	Iteration 56Q: 3 clusters Score -437359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -437361.281250 Penalty: 812.385559
	Iteration 57Q: 3 clusters Score -437361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -437361.906250 Penalty: 812.385559
	Iteration 58Q: 3 clusters Score -437361.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -437361.906250 Penalty: 812.385559
	Iteration 59F: 3 clusters Score -437361.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127372 members 
Entering Unmasked Estep 
Score: -7598494.500000 Penalty: 534.846497
	Iteration 0F: 2 clusters Score -7598494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -7516061.500000 Penalty: 1069.692993
	Iteration 0F: 3 clusters Score -7516062 nChanged 62190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -7554000.500000 Penalty: 1069.692993
	Iteration 1F: 3 clusters Score -7554000 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -7555745.500000 Penalty: 1069.692993
	Iteration 2Q: 3 clusters Score -7555746 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -7557705.000000 Penalty: 1069.692993
	Iteration 3Q: 3 clusters Score -7557705 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -7559701.500000 Penalty: 1069.692993
	Iteration 4Q: 3 clusters Score -7559702 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -7562130.000000 Penalty: 1069.692993
	Iteration 5F: 3 clusters Score -7562130 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -7565544.500000 Penalty: 1069.692993
	Iteration 6F: 3 clusters Score -7565544 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -7570787.500000 Penalty: 1069.692993
	Iteration 7F: 3 clusters Score -7570788 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -7576603.500000 Penalty: 1069.692993
	Iteration 8F: 3 clusters Score -7576604 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -7580656.000000 Penalty: 1069.692993
	Iteration 9F: 3 clusters Score -7580656 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -7582418.500000 Penalty: 1069.692993
	Iteration 10Q: 3 clusters Score -7582418 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7583100.000000 Penalty: 1069.692993
	Iteration 11Q: 3 clusters Score -7583100 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -7583499.500000 Penalty: 1069.692993
	Iteration 12Q: 3 clusters Score -7583500 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -7583921.000000 Penalty: 1069.692993
	Iteration 13Q: 3 clusters Score -7583921 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -7584349.000000 Penalty: 1069.692993
	Iteration 14Q: 3 clusters Score -7584349 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -7584685.000000 Penalty: 1069.692993
	Iteration 15Q: 3 clusters Score -7584685 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -7584991.000000 Penalty: 1069.692993
	Iteration 16Q: 3 clusters Score -7584991 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -7585295.500000 Penalty: 1069.692993
	Iteration 17Q: 3 clusters Score -7585296 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -7585671.500000 Penalty: 1069.692993
	Iteration 18Q: 3 clusters Score -7585672 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -7586032.000000 Penalty: 1069.692993
	Iteration 19Q: 3 clusters Score -7586032 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -7586417.500000 Penalty: 1069.692993
	Iteration 20F: 3 clusters Score -7586418 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -7586800.500000 Penalty: 1069.692993
	Iteration 21Q: 3 clusters Score -7586800 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7587193.500000 Penalty: 1069.692993
	Iteration 22Q: 3 clusters Score -7587194 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7587649.500000 Penalty: 1069.692993
	Iteration 23Q: 3 clusters Score -7587650 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -7588053.000000 Penalty: 1069.692993
	Iteration 24Q: 3 clusters Score -7588053 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -7588627.500000 Penalty: 1069.692993
	Iteration 25Q: 3 clusters Score -7588628 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -7589249.500000 Penalty: 1069.692993
	Iteration 26Q: 3 clusters Score -7589250 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -7589768.000000 Penalty: 1069.692993
	Iteration 27Q: 3 clusters Score -7589768 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -7590390.500000 Penalty: 1069.692993
	Iteration 28Q: 3 clusters Score -7590390 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102217 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -7591036.500000 Penalty: 1069.692993
	Iteration 29Q: 3 clusters Score -7591036 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -7591741.500000 Penalty: 1069.692993
	Iteration 30Q: 3 clusters Score -7591742 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -7592492.500000 Penalty: 1069.692993
	Iteration 31Q: 3 clusters Score -7592492 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -7593221.000000 Penalty: 1069.692993
	Iteration 32Q: 3 clusters Score -7593221 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -7594095.000000 Penalty: 1069.692993
	Iteration 33Q: 3 clusters Score -7594095 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -7594907.500000 Penalty: 1069.692993
	Iteration 34Q: 3 clusters Score -7594908 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -7595603.000000 Penalty: 1069.692993
	Iteration 35Q: 3 clusters Score -7595603 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -7596229.500000 Penalty: 1069.692993
	Iteration 36Q: 3 clusters Score -7596230 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -7596845.000000 Penalty: 1069.692993
	Iteration 37Q: 3 clusters Score -7596845 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118308 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -7597348.000000 Penalty: 1069.692993
	Iteration 38Q: 3 clusters Score -7597348 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -7597653.000000 Penalty: 1069.692993
	Iteration 39Q: 3 clusters Score -7597653 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120361 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -7597964.000000 Penalty: 1069.692993
	Iteration 40F: 3 clusters Score -7597964 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -7598218.500000 Penalty: 1069.692993
	Iteration 41Q: 3 clusters Score -7598218 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -7598377.500000 Penalty: 1069.692993
	Iteration 42Q: 3 clusters Score -7598378 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122618 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7598568.500000 Penalty: 1069.692993
	Iteration 43Q: 3 clusters Score -7598568 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7598755.500000 Penalty: 1069.692993
	Iteration 44Q: 3 clusters Score -7598756 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7598755.000000 Penalty: 1069.692993
	Iteration 45Q: 3 clusters Score -7598755 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7598774.000000 Penalty: 1069.692993
	Iteration 46Q: 3 clusters Score -7598774 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124663 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7598800.000000 Penalty: 1069.692993
	Iteration 47Q: 3 clusters Score -7598800 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125018 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7598813.500000 Penalty: 1069.692993
	Iteration 48Q: 3 clusters Score -7598814 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125337 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7598772.000000 Penalty: 1069.692993
	Iteration 49Q: 3 clusters Score -7598772 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7598684.000000 Penalty: 1069.692993
	Iteration 50Q: 3 clusters Score -7598684 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7598646.500000 Penalty: 1069.692993
	Iteration 51Q: 3 clusters Score -7598646 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125989 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7598598.500000 Penalty: 1069.692993
	Iteration 52Q: 3 clusters Score -7598598 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126120 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7598570.000000 Penalty: 1069.692993
	Iteration 53Q: 3 clusters Score -7598570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7598531.500000 Penalty: 1069.692993
	Iteration 54Q: 3 clusters Score -7598532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7598534.000000 Penalty: 1069.692993
	Iteration 55Q: 3 clusters Score -7598534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7598507.000000 Penalty: 1069.692993
	Iteration 56Q: 3 clusters Score -7598507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7598522.500000 Penalty: 1069.692993
	Iteration 57Q: 3 clusters Score -7598522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126524 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7598497.000000 Penalty: 1069.692993
	Iteration 58Q: 3 clusters Score -7598497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126573 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7598516.000000 Penalty: 1069.692993
	Iteration 59Q: 3 clusters Score -7598516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7598509.000000 Penalty: 1069.692993
	Iteration 60F: 3 clusters Score -7598509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7598524.500000 Penalty: 1069.692993
	Iteration 61Q: 3 clusters Score -7598524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7598529.500000 Penalty: 1069.692993
	Iteration 62Q: 3 clusters Score -7598530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7598521.000000 Penalty: 1069.692993
	Iteration 63Q: 3 clusters Score -7598521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7598508.000000 Penalty: 1069.692993
	Iteration 64Q: 3 clusters Score -7598508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7598514.000000 Penalty: 1069.692993
	Iteration 65Q: 3 clusters Score -7598514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7598498.500000 Penalty: 1069.692993
	Iteration 66Q: 3 clusters Score -7598498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126759 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7598491.500000 Penalty: 1069.692993
	Iteration 67Q: 3 clusters Score -7598492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126768 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7598498.000000 Penalty: 1069.692993
	Iteration 68Q: 3 clusters Score -7598498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7598480.500000 Penalty: 1069.692993
	Iteration 69Q: 3 clusters Score -7598480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126784 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7598481.000000 Penalty: 1069.692993
	Iteration 70Q: 3 clusters Score -7598481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126790 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7598482.500000 Penalty: 1069.692993
	Iteration 71Q: 3 clusters Score -7598482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7598483.500000 Penalty: 1069.692993
	Iteration 72Q: 3 clusters Score -7598484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126794 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7598485.500000 Penalty: 1069.692993
	Iteration 73Q: 3 clusters Score -7598486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7598480.000000 Penalty: 1069.692993
	Iteration 74Q: 3 clusters Score -7598480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7598486.000000 Penalty: 1069.692993
	Iteration 75Q: 3 clusters Score -7598486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7598493.000000 Penalty: 1069.692993
	Iteration 76Q: 3 clusters Score -7598493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7598486.000000 Penalty: 1069.692993
	Iteration 77Q: 3 clusters Score -7598486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126805 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7598490.000000 Penalty: 1069.692993
	Iteration 78Q: 3 clusters Score -7598490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7598490.000000 Penalty: 1069.692993
	Iteration 79Q: 3 clusters Score -7598490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126807 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7598485.500000 Penalty: 1069.692993
	Iteration 80F: 3 clusters Score -7598486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -258899.312500 Penalty: 382.839355
	Iteration 0F: 2 clusters Score -258899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -255822.437500 Penalty: 765.678711
	Iteration 0F: 3 clusters Score -255822.4 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -257033.281250 Penalty: 765.678711
	Iteration 1F: 3 clusters Score -257033.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -257207.640625 Penalty: 765.678711
	Iteration 2F: 3 clusters Score -257207.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -257426.625000 Penalty: 765.678711
	Iteration 3F: 3 clusters Score -257426.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -257708.312500 Penalty: 765.678711
	Iteration 4F: 3 clusters Score -257708.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -257979.687500 Penalty: 765.678711
	Iteration 5F: 3 clusters Score -257979.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -258190.953125 Penalty: 765.678711
	Iteration 6F: 3 clusters Score -258191 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258333.390625 Penalty: 765.678711
	Iteration 7Q: 3 clusters Score -258333.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -258417.843750 Penalty: 765.678711
	Iteration 8Q: 3 clusters Score -258417.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -258513.187500 Penalty: 765.678711
	Iteration 9Q: 3 clusters Score -258513.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -258588.546875 Penalty: 765.678711
	Iteration 10Q: 3 clusters Score -258588.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -258637.421875 Penalty: 765.678711
	Iteration 11Q: 3 clusters Score -258637.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -258659.968750 Penalty: 765.678711
	Iteration 12Q: 3 clusters Score -258660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -258672.781250 Penalty: 765.678711
	Iteration 13Q: 3 clusters Score -258672.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -258682.109375 Penalty: 765.678711
	Iteration 14Q: 3 clusters Score -258682.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -258689.359375 Penalty: 765.678711
	Iteration 15Q: 3 clusters Score -258689.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -258693.062500 Penalty: 765.678711
	Iteration 16Q: 3 clusters Score -258693.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -258697.406250 Penalty: 765.678711
	Iteration 17Q: 3 clusters Score -258697.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -258703.015625 Penalty: 765.678711
	Iteration 18Q: 3 clusters Score -258703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -258705.875000 Penalty: 765.678711
	Iteration 19Q: 3 clusters Score -258705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -258708.546875 Penalty: 765.678711
	Iteration 20F: 3 clusters Score -258708.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -258709.453125 Penalty: 765.678711
	Iteration 21Q: 3 clusters Score -258709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -258711.109375 Penalty: 765.678711
	Iteration 22Q: 3 clusters Score -258711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -258712.906250 Penalty: 765.678711
	Iteration 23Q: 3 clusters Score -258712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -258714.312500 Penalty: 765.678711
	Iteration 24Q: 3 clusters Score -258714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -258714.140625 Penalty: 765.678711
	Iteration 25Q: 3 clusters Score -258714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -258714.562500 Penalty: 765.678711
	Iteration 26Q: 3 clusters Score -258714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -258715.265625 Penalty: 765.678711
	Iteration 27Q: 3 clusters Score -258715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -258715.046875 Penalty: 765.678711
	Iteration 28Q: 3 clusters Score -258715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -258715.046875 Penalty: 765.678711
	Iteration 29F: 3 clusters Score -258715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48246.761719 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48246.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47535.761719 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -47535.76 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47716.878906 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -47716.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47759.992188 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -47759.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -47782.718750 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -47782.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47807.273438 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -47807.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47826.707031 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -47826.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -47842.160156 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -47842.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -47854.800781 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -47854.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -47860.906250 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -47860.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47866.242188 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -47866.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -47869.402344 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -47869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -47872.820312 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -47872.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -47875.835938 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -47875.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47878.789062 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -47878.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -47882.589844 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -47882.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47885.820312 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -47885.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47889.988281 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -47889.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47895.906250 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -47895.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -47898.332031 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -47898.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47902.105469 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -47902.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -47909.195312 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -47909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47916.953125 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -47916.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -47921.726562 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -47921.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47926.460938 Penalty: 615.092224
	Iteration 23Q: 3 clusters Score -47926.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -47931.339844 Penalty: 615.092224
	Iteration 24Q: 3 clusters Score -47931.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47934.742188 Penalty: 615.092224
	Iteration 25Q: 3 clusters Score -47934.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47939.867188 Penalty: 615.092224
	Iteration 26Q: 3 clusters Score -47939.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -47943.410156 Penalty: 615.092224
	Iteration 27Q: 3 clusters Score -47943.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47944.742188 Penalty: 615.092224
	Iteration 28Q: 3 clusters Score -47944.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47945.015625 Penalty: 615.092224
	Iteration 29Q: 3 clusters Score -47945.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47945.207031 Penalty: 615.092224
	Iteration 30Q: 3 clusters Score -47945.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47945.207031 Penalty: 615.092224
	Iteration 31F: 3 clusters Score -47945.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Entering Unmasked Estep 
Score: -2197954.750000 Penalty: 481.485748
	Iteration 0F: 2 clusters Score -2197955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2171623.250000 Penalty: 962.971497
	Iteration 0F: 3 clusters Score -2171623 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2183397.750000 Penalty: 962.971497
	Iteration 1F: 3 clusters Score -2183398 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2184447.500000 Penalty: 962.971497
	Iteration 2F: 3 clusters Score -2184448 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2185711.000000 Penalty: 962.971497
	Iteration 3F: 3 clusters Score -2185711 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -2187318.500000 Penalty: 962.971497
	Iteration 4F: 3 clusters Score -2187318 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -2189376.750000 Penalty: 962.971497
	Iteration 5F: 3 clusters Score -2189377 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -2191883.500000 Penalty: 962.971497
	Iteration 6F: 3 clusters Score -2191884 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -2194541.500000 Penalty: 962.971497
	Iteration 7F: 3 clusters Score -2194542 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -2196392.500000 Penalty: 962.971497
	Iteration 8Q: 3 clusters Score -2196392 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -2197195.750000 Penalty: 962.971497
	Iteration 9Q: 3 clusters Score -2197196 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -2197465.250000 Penalty: 962.971497
	Iteration 10Q: 3 clusters Score -2197465 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -2197581.500000 Penalty: 962.971497
	Iteration 11Q: 3 clusters Score -2197582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -2197622.000000 Penalty: 962.971497
	Iteration 12Q: 3 clusters Score -2197622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -2197639.250000 Penalty: 962.971497
	Iteration 13Q: 3 clusters Score -2197639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -2197656.000000 Penalty: 962.971497
	Iteration 14Q: 3 clusters Score -2197656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -2197662.750000 Penalty: 962.971497
	Iteration 15Q: 3 clusters Score -2197663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -2197672.250000 Penalty: 962.971497
	Iteration 16Q: 3 clusters Score -2197672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -2197678.500000 Penalty: 962.971497
	Iteration 17Q: 3 clusters Score -2197678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -2197690.500000 Penalty: 962.971497
	Iteration 18Q: 3 clusters Score -2197690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -2197693.000000 Penalty: 962.971497
	Iteration 19Q: 3 clusters Score -2197693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -2197699.250000 Penalty: 962.971497
	Iteration 20F: 3 clusters Score -2197699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -2197701.750000 Penalty: 962.971497
	Iteration 21Q: 3 clusters Score -2197702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -2197701.750000 Penalty: 962.971497
	Iteration 22Q: 3 clusters Score -2197702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -2197705.250000 Penalty: 962.971497
	Iteration 23Q: 3 clusters Score -2197705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -2197704.250000 Penalty: 962.971497
	Iteration 24Q: 3 clusters Score -2197704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -2197706.500000 Penalty: 962.971497
	Iteration 25Q: 3 clusters Score -2197706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -2197707.750000 Penalty: 962.971497
	Iteration 26Q: 3 clusters Score -2197708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -2197707.750000 Penalty: 962.971497
	Iteration 27F: 3 clusters Score -2197708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20779.648438 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -20779.65 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 192 members 
Entering Unmasked Estep 
Score: -20404.287109 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -20404.29 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20489.933594 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -20489.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20514.431641 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -20514.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20528.373047 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -20528.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20536.179688 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -20536.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20544.457031 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -20544.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20549.890625 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -20549.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20558.253906 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -20558.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20560.537109 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -20560.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20560.908203 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -20560.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20560.908203 Penalty: 532.288574
	Iteration 10F: 3 clusters Score -20560.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -72690.617188 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72690.62 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72982.546875 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72982.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73037.554688 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73037.55 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73090.976562 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -73090.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73130.515625 Penalty: 652.830200
	Iteration 4F: 3 clusters Score -73130.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73160.953125 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73160.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73193.500000 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73193.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73229.726562 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73229.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73263.851562 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73263.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73279.882812 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73279.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73295.398438 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73295.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73310.937500 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73310.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73324.460938 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73324.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73338.414062 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73338.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73346.218750 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73346.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -73352.984375 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73352.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73361.468750 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73361.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -73367.437500 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73367.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -73373.031250 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73373.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -73377.664062 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73377.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -73381.500000 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73381.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -73385.578125 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73385.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -73392.765625 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73392.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -73394.687500 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73394.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -73396.445312 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73396.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -73399.562500 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73399.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -73403.101562 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -73403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -73405.070312 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -73405.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -73407.617188 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -73407.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -73409.171875 Penalty: 652.830200
	Iteration 29Q: 3 clusters Score -73409.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -73409.562500 Penalty: 652.830200
	Iteration 30Q: 3 clusters Score -73409.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -73409.562500 Penalty: 652.830200
	Iteration 31F: 3 clusters Score -73409.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -6356.737305 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6356.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6165.341797 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6165.342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6239.053223 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6239.053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6270.230469 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6270.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6284.073242 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -6284.073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6290.639160 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6290.639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6292.572266 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6292.572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6292.572266 Penalty: 444.334991
	Iteration 6F: 3 clusters Score -6292.572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -76534.453125 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -76534.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -75500.789062 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -75500.79 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -75814.609375 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -75814.61 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -75870.984375 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -75870.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -75924.109375 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -75924.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -75982.820312 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -75982.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -76052.734375 Penalty: 656.586853
	Iteration 5F: 3 clusters Score -76052.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -76138.437500 Penalty: 656.586853
	Iteration 6F: 3 clusters Score -76138.44 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -76226.265625 Penalty: 656.586853
	Iteration 7F: 3 clusters Score -76226.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -76292.093750 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -76292.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -76319.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -76332.789062 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -76332.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -76343.289062 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -76343.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -76352.742188 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -76352.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -76358.429688 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -76358.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -76363.312500 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -76363.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -76365.976562 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -76365.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -76366.328125 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -76366.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -76366.773438 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -76366.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -76367.328125 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -76367.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -76367.328125 Penalty: 656.586853
	Iteration 19F: 3 clusters Score -76367.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2222.709717 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2222.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2106.941895 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2106.942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2155.089355 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2155.089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -8166.356934 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -8166.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7927.332520 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7927.333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7991.698730 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7991.699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7995.621094 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -7995.621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8000.671387 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -8000.671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8000.965820 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -8000.966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8000.965820 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -8000.966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6640.258301 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6640.258 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 68 members 
Entering Unmasked Estep 
Score: -6407.906738 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6407.907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6451.065918 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6451.066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6471.245117 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6471.245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6482.146484 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6482.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6483.037598 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6483.038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6483.037598 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -6483.038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -14646.723633 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -14646.72 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 122 members 
Entering Unmasked Estep 
Score: -14326.698242 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14326.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14481.305664 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14481.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14555.909180 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14555.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14582.677734 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -14582.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14594.121094 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14594.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14594.121094 Penalty: 519.044189
	Iteration 5F: 3 clusters Score -14594.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -9832.978516 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -9832.979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9589.602539 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -9589.603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9678.659180 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -9678.659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9715.699219 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -9715.699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9755.891602 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -9755.892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9808.073242 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -9808.073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9830.080078 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -9830.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9838.757812 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -9838.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9838.757812 Penalty: 481.232300
	Iteration 7F: 3 clusters Score -9838.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 12633 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 127372 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39423 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 28 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 13725 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23063796.000000 Penalty: 16460.697266
Splitting cluster 18 changes total score from -23064152.000000 to -23063796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -357760.500000 Penalty: 400.219666
	Iteration 0F: 2 clusters Score -357760.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -353273.562500 Penalty: 800.439331
	Iteration 0F: 3 clusters Score -353273.6 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -355081.531250 Penalty: 800.439331
	Iteration 1F: 3 clusters Score -355081.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -355375.718750 Penalty: 800.439331
	Iteration 2F: 3 clusters Score -355375.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -355677.281250 Penalty: 800.439331
	Iteration 3F: 3 clusters Score -355677.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -355959.218750 Penalty: 800.439331
	Iteration 4F: 3 clusters Score -355959.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -356223.656250 Penalty: 800.439331
	Iteration 5F: 3 clusters Score -356223.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -356448.187500 Penalty: 800.439331
	Iteration 6Q: 3 clusters Score -356448.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -356604.562500 Penalty: 800.439331
	Iteration 7Q: 3 clusters Score -356604.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -356693.750000 Penalty: 800.439331
	Iteration 8Q: 3 clusters Score -356693.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -356783.093750 Penalty: 800.439331
	Iteration 9Q: 3 clusters Score -356783.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -356845.187500 Penalty: 800.439331
	Iteration 10Q: 3 clusters Score -356845.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -356898.156250 Penalty: 800.439331
	Iteration 11Q: 3 clusters Score -356898.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -356951.156250 Penalty: 800.439331
	Iteration 12Q: 3 clusters Score -356951.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -357014.781250 Penalty: 800.439331
	Iteration 13Q: 3 clusters Score -357014.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -357084.687500 Penalty: 800.439331
	Iteration 14Q: 3 clusters Score -357084.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -357130.843750 Penalty: 800.439331
	Iteration 15Q: 3 clusters Score -357130.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -357200.156250 Penalty: 800.439331
	Iteration 16Q: 3 clusters Score -357200.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -357273.531250 Penalty: 800.439331
	Iteration 17Q: 3 clusters Score -357273.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -357357.093750 Penalty: 800.439331
	Iteration 18Q: 3 clusters Score -357357.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -357425.343750 Penalty: 800.439331
	Iteration 19Q: 3 clusters Score -357425.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -357457.500000 Penalty: 800.439331
	Iteration 20F: 3 clusters Score -357457.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -357481.156250 Penalty: 800.439331
	Iteration 21Q: 3 clusters Score -357481.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -357492.375000 Penalty: 800.439331
	Iteration 22Q: 3 clusters Score -357492.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -357497.750000 Penalty: 800.439331
	Iteration 23Q: 3 clusters Score -357497.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -357500.562500 Penalty: 800.439331
	Iteration 24Q: 3 clusters Score -357500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -357502.718750 Penalty: 800.439331
	Iteration 25Q: 3 clusters Score -357502.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -357503.968750 Penalty: 800.439331
	Iteration 26Q: 3 clusters Score -357504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -357505.156250 Penalty: 800.439331
	Iteration 27Q: 3 clusters Score -357505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -357507.250000 Penalty: 800.439331
	Iteration 28Q: 3 clusters Score -357507.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -357507.812500 Penalty: 800.439331
	Iteration 29Q: 3 clusters Score -357507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -357508.343750 Penalty: 800.439331
	Iteration 30Q: 3 clusters Score -357508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -357508.875000 Penalty: 800.439331
	Iteration 31Q: 3 clusters Score -357508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -357509.562500 Penalty: 800.439331
	Iteration 32Q: 3 clusters Score -357509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -357508.906250 Penalty: 800.439331
	Iteration 33Q: 3 clusters Score -357508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -357509.750000 Penalty: 800.439331
	Iteration 34Q: 3 clusters Score -357509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -357509.718750 Penalty: 800.439331
	Iteration 35Q: 3 clusters Score -357509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -357509.718750 Penalty: 800.439331
	Iteration 36Q: 3 clusters Score -357509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -357509.718750 Penalty: 800.439331
	Iteration 37F: 3 clusters Score -357509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Entering Unmasked Estep 
Score: -806832.062500 Penalty: 433.477356
	Iteration 0F: 2 clusters Score -806832.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -797569.000000 Penalty: 866.954712
	Iteration 0F: 3 clusters Score -797569 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -801310.562500 Penalty: 866.954712
	Iteration 1F: 3 clusters Score -801310.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -801663.812500 Penalty: 866.954712
	Iteration 2F: 3 clusters Score -801663.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -802149.125000 Penalty: 866.954712
	Iteration 3F: 3 clusters Score -802149.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -802803.187500 Penalty: 866.954712
	Iteration 4F: 3 clusters Score -802803.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -803514.312500 Penalty: 866.954712
	Iteration 5F: 3 clusters Score -803514.3 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -804117.812500 Penalty: 866.954712
	Iteration 6F: 3 clusters Score -804117.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -804502.562500 Penalty: 866.954712
	Iteration 7Q: 3 clusters Score -804502.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -804787.375000 Penalty: 866.954712
	Iteration 8Q: 3 clusters Score -804787.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -804974.375000 Penalty: 866.954712
	Iteration 9Q: 3 clusters Score -804974.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -805130.812500 Penalty: 866.954712
	Iteration 10Q: 3 clusters Score -805130.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -805292.062500 Penalty: 866.954712
	Iteration 11Q: 3 clusters Score -805292.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -805458.687500 Penalty: 866.954712
	Iteration 12Q: 3 clusters Score -805458.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -805584.875000 Penalty: 866.954712
	Iteration 13Q: 3 clusters Score -805584.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -805681.437500 Penalty: 866.954712
	Iteration 14Q: 3 clusters Score -805681.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -805743.312500 Penalty: 866.954712
	Iteration 15Q: 3 clusters Score -805743.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -805783.250000 Penalty: 866.954712
	Iteration 16Q: 3 clusters Score -805783.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -805809.750000 Penalty: 866.954712
	Iteration 17Q: 3 clusters Score -805809.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -805830.625000 Penalty: 866.954712
	Iteration 18Q: 3 clusters Score -805830.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -805858.062500 Penalty: 866.954712
	Iteration 19Q: 3 clusters Score -805858.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -805881.312500 Penalty: 866.954712
	Iteration 20F: 3 clusters Score -805881.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -805897.062500 Penalty: 866.954712
	Iteration 21Q: 3 clusters Score -805897.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -805911.625000 Penalty: 866.954712
	Iteration 22Q: 3 clusters Score -805911.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -805923.687500 Penalty: 866.954712
	Iteration 23Q: 3 clusters Score -805923.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -805931.875000 Penalty: 866.954712
	Iteration 24Q: 3 clusters Score -805931.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -805940.250000 Penalty: 866.954712
	Iteration 25Q: 3 clusters Score -805940.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -805945.375000 Penalty: 866.954712
	Iteration 26Q: 3 clusters Score -805945.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -805953.750000 Penalty: 866.954712
	Iteration 27Q: 3 clusters Score -805953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -805960.000000 Penalty: 866.954712
	Iteration 28Q: 3 clusters Score -805960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -805964.000000 Penalty: 866.954712
	Iteration 29Q: 3 clusters Score -805964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -805968.500000 Penalty: 866.954712
	Iteration 30Q: 3 clusters Score -805968.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -805971.500000 Penalty: 866.954712
	Iteration 31Q: 3 clusters Score -805971.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -805970.312500 Penalty: 866.954712
	Iteration 32Q: 3 clusters Score -805970.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -805974.250000 Penalty: 866.954712
	Iteration 33Q: 3 clusters Score -805974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -805978.125000 Penalty: 866.954712
	Iteration 34Q: 3 clusters Score -805978.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -805980.875000 Penalty: 866.954712
	Iteration 35Q: 3 clusters Score -805980.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -805985.312500 Penalty: 866.954712
	Iteration 36Q: 3 clusters Score -805985.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -805989.062500 Penalty: 866.954712
	Iteration 37Q: 3 clusters Score -805989.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -805995.500000 Penalty: 866.954712
	Iteration 38Q: 3 clusters Score -805995.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -805997.875000 Penalty: 866.954712
	Iteration 39Q: 3 clusters Score -805997.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -806003.250000 Penalty: 866.954712
	Iteration 40F: 3 clusters Score -806003.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -806008.875000 Penalty: 866.954712
	Iteration 41Q: 3 clusters Score -806008.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -806018.250000 Penalty: 866.954712
	Iteration 42Q: 3 clusters Score -806018.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -806022.687500 Penalty: 866.954712
	Iteration 43Q: 3 clusters Score -806022.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -806025.937500 Penalty: 866.954712
	Iteration 44Q: 3 clusters Score -806025.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -806028.750000 Penalty: 866.954712
	Iteration 45Q: 3 clusters Score -806028.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -806034.625000 Penalty: 866.954712
	Iteration 46Q: 3 clusters Score -806034.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -806042.687500 Penalty: 866.954712
	Iteration 47Q: 3 clusters Score -806042.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -806056.437500 Penalty: 866.954712
	Iteration 48Q: 3 clusters Score -806056.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -806068.687500 Penalty: 866.954712
	Iteration 49Q: 3 clusters Score -806068.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -806079.500000 Penalty: 866.954712
	Iteration 50Q: 3 clusters Score -806079.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -806092.125000 Penalty: 866.954712
	Iteration 51Q: 3 clusters Score -806092.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -806105.187500 Penalty: 866.954712
	Iteration 52Q: 3 clusters Score -806105.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -806120.312500 Penalty: 866.954712
	Iteration 53Q: 3 clusters Score -806120.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -806137.062500 Penalty: 866.954712
	Iteration 54Q: 3 clusters Score -806137.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -806156.062500 Penalty: 866.954712
	Iteration 55Q: 3 clusters Score -806156.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -806170.250000 Penalty: 866.954712
	Iteration 56Q: 3 clusters Score -806170.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -806185.500000 Penalty: 866.954712
	Iteration 57Q: 3 clusters Score -806185.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -806198.937500 Penalty: 866.954712
	Iteration 58Q: 3 clusters Score -806198.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -806214.062500 Penalty: 866.954712
	Iteration 59Q: 3 clusters Score -806214.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -806223.312500 Penalty: 866.954712
	Iteration 60F: 3 clusters Score -806223.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -806236.125000 Penalty: 866.954712
	Iteration 61Q: 3 clusters Score -806236.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -806244.875000 Penalty: 866.954712
	Iteration 62Q: 3 clusters Score -806244.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -806256.625000 Penalty: 866.954712
	Iteration 63Q: 3 clusters Score -806256.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -806263.875000 Penalty: 866.954712
	Iteration 64Q: 3 clusters Score -806263.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -806276.125000 Penalty: 866.954712
	Iteration 65Q: 3 clusters Score -806276.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -806282.000000 Penalty: 866.954712
	Iteration 66Q: 3 clusters Score -806282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -806287.687500 Penalty: 866.954712
	Iteration 67Q: 3 clusters Score -806287.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -806296.250000 Penalty: 866.954712
	Iteration 68Q: 3 clusters Score -806296.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -806301.625000 Penalty: 866.954712
	Iteration 69Q: 3 clusters Score -806301.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -806308.312500 Penalty: 866.954712
	Iteration 70Q: 3 clusters Score -806308.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -806311.875000 Penalty: 866.954712
	Iteration 71Q: 3 clusters Score -806311.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -806315.812500 Penalty: 866.954712
	Iteration 72Q: 3 clusters Score -806315.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -806318.625000 Penalty: 866.954712
	Iteration 73Q: 3 clusters Score -806318.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -806324.000000 Penalty: 866.954712
	Iteration 74Q: 3 clusters Score -806324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -806328.250000 Penalty: 866.954712
	Iteration 75Q: 3 clusters Score -806328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -806337.250000 Penalty: 866.954712
	Iteration 76Q: 3 clusters Score -806337.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -806345.250000 Penalty: 866.954712
	Iteration 77Q: 3 clusters Score -806345.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -806355.375000 Penalty: 866.954712
	Iteration 78Q: 3 clusters Score -806355.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -806362.875000 Penalty: 866.954712
	Iteration 79Q: 3 clusters Score -806362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -806366.875000 Penalty: 866.954712
	Iteration 80F: 3 clusters Score -806366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -806368.687500 Penalty: 866.954712
	Iteration 81Q: 3 clusters Score -806368.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -806373.937500 Penalty: 866.954712
	Iteration 82Q: 3 clusters Score -806373.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -806376.500000 Penalty: 866.954712
	Iteration 83Q: 3 clusters Score -806376.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -806379.312500 Penalty: 866.954712
	Iteration 84Q: 3 clusters Score -806379.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -806381.437500 Penalty: 866.954712
	Iteration 85Q: 3 clusters Score -806381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -806382.875000 Penalty: 866.954712
	Iteration 86Q: 3 clusters Score -806382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -806384.937500 Penalty: 866.954712
	Iteration 87Q: 3 clusters Score -806384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -806388.375000 Penalty: 866.954712
	Iteration 88Q: 3 clusters Score -806388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -806389.312500 Penalty: 866.954712
	Iteration 89Q: 3 clusters Score -806389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -806391.125000 Penalty: 866.954712
	Iteration 90Q: 3 clusters Score -806391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -806392.437500 Penalty: 866.954712
	Iteration 91Q: 3 clusters Score -806392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -806394.062500 Penalty: 866.954712
	Iteration 92Q: 3 clusters Score -806394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -806395.750000 Penalty: 866.954712
	Iteration 93Q: 3 clusters Score -806395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -806397.562500 Penalty: 866.954712
	Iteration 94Q: 3 clusters Score -806397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -806400.375000 Penalty: 866.954712
	Iteration 95Q: 3 clusters Score -806400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -806401.687500 Penalty: 866.954712
	Iteration 96Q: 3 clusters Score -806401.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -806404.250000 Penalty: 866.954712
	Iteration 97Q: 3 clusters Score -806404.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -806409.187500 Penalty: 866.954712
	Iteration 98Q: 3 clusters Score -806409.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -806415.187500 Penalty: 866.954712
	Iteration 99Q: 3 clusters Score -806415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -806419.875000 Penalty: 866.954712
	Iteration 100F: 3 clusters Score -806419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -806424.812500 Penalty: 866.954712
	Iteration 101Q: 3 clusters Score -806424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -806430.812500 Penalty: 866.954712
	Iteration 102Q: 3 clusters Score -806430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -806433.500000 Penalty: 866.954712
	Iteration 103Q: 3 clusters Score -806433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -806438.750000 Penalty: 866.954712
	Iteration 104Q: 3 clusters Score -806438.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -806442.750000 Penalty: 866.954712
	Iteration 105Q: 3 clusters Score -806442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -806443.812500 Penalty: 866.954712
	Iteration 106Q: 3 clusters Score -806443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -806443.687500 Penalty: 866.954712
	Iteration 107Q: 3 clusters Score -806443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -806444.687500 Penalty: 866.954712
	Iteration 108Q: 3 clusters Score -806444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -806445.437500 Penalty: 866.954712
	Iteration 109Q: 3 clusters Score -806445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -806444.875000 Penalty: 866.954712
	Iteration 110Q: 3 clusters Score -806444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -806445.187500 Penalty: 866.954712
	Iteration 111Q: 3 clusters Score -806445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -806445.187500 Penalty: 866.954712
	Iteration 112F: 3 clusters Score -806445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -50913.480469 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -50913.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -50136.433594 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -50136.43 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50384.992188 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -50384.99 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50483.082031 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -50483.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -50613.238281 Penalty: 627.691162
	Iteration 3F: 3 clusters Score -50613.24 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -50722.531250 Penalty: 627.691162
	Iteration 4F: 3 clusters Score -50722.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -50788.339844 Penalty: 627.691162
	Iteration 5F: 3 clusters Score -50788.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -50810.062500 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -50810.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -50824.238281 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -50824.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -50830.621094 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -50830.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -50834.449219 Penalty: 627.691162
	Iteration 9Q: 3 clusters Score -50834.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -50841.679688 Penalty: 627.691162
	Iteration 10Q: 3 clusters Score -50841.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -50845.535156 Penalty: 627.691162
	Iteration 11Q: 3 clusters Score -50845.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -50846.632812 Penalty: 627.691162
	Iteration 12Q: 3 clusters Score -50846.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -50847.007812 Penalty: 627.691162
	Iteration 13Q: 3 clusters Score -50847.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -50847.007812 Penalty: 627.691162
	Iteration 14F: 3 clusters Score -50847.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -226409.750000 Penalty: 376.818451
	Iteration 0F: 2 clusters Score -226409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -223673.250000 Penalty: 753.636902
	Iteration 0F: 3 clusters Score -223673.2 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -224674.343750 Penalty: 753.636902
	Iteration 1F: 3 clusters Score -224674.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -224826.562500 Penalty: 753.636902
	Iteration 2F: 3 clusters Score -224826.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -224991.203125 Penalty: 753.636902
	Iteration 3F: 3 clusters Score -224991.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -225142.078125 Penalty: 753.636902
	Iteration 4F: 3 clusters Score -225142.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -225293.734375 Penalty: 753.636902
	Iteration 5F: 3 clusters Score -225293.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -225404.390625 Penalty: 753.636902
	Iteration 6Q: 3 clusters Score -225404.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -225482.859375 Penalty: 753.636902
	Iteration 7Q: 3 clusters Score -225482.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -225539.921875 Penalty: 753.636902
	Iteration 8Q: 3 clusters Score -225539.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -225593.296875 Penalty: 753.636902
	Iteration 9Q: 3 clusters Score -225593.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -225634.343750 Penalty: 753.636902
	Iteration 10Q: 3 clusters Score -225634.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -225661.718750 Penalty: 753.636902
	Iteration 11Q: 3 clusters Score -225661.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225686.046875 Penalty: 753.636902
	Iteration 12Q: 3 clusters Score -225686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -225702.718750 Penalty: 753.636902
	Iteration 13Q: 3 clusters Score -225702.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -225719.546875 Penalty: 753.636902
	Iteration 14Q: 3 clusters Score -225719.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -225743.453125 Penalty: 753.636902
	Iteration 15Q: 3 clusters Score -225743.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -225771.156250 Penalty: 753.636902
	Iteration 16Q: 3 clusters Score -225771.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -225804.343750 Penalty: 753.636902
	Iteration 17Q: 3 clusters Score -225804.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -225834.453125 Penalty: 753.636902
	Iteration 18Q: 3 clusters Score -225834.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -225868.421875 Penalty: 753.636902
	Iteration 19Q: 3 clusters Score -225868.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -225906.140625 Penalty: 753.636902
	Iteration 20F: 3 clusters Score -225906.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -225938.281250 Penalty: 753.636902
	Iteration 21Q: 3 clusters Score -225938.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -225973.421875 Penalty: 753.636902
	Iteration 22Q: 3 clusters Score -225973.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -226003.984375 Penalty: 753.636902
	Iteration 23Q: 3 clusters Score -226004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -226039.687500 Penalty: 753.636902
	Iteration 24Q: 3 clusters Score -226039.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -226067.921875 Penalty: 753.636902
	Iteration 25Q: 3 clusters Score -226067.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -226083.625000 Penalty: 753.636902
	Iteration 26Q: 3 clusters Score -226083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -226093.156250 Penalty: 753.636902
	Iteration 27Q: 3 clusters Score -226093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -226099.640625 Penalty: 753.636902
	Iteration 28Q: 3 clusters Score -226099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -226102.468750 Penalty: 753.636902
	Iteration 29Q: 3 clusters Score -226102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -226103.171875 Penalty: 753.636902
	Iteration 30Q: 3 clusters Score -226103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -226105.437500 Penalty: 753.636902
	Iteration 31Q: 3 clusters Score -226105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -226109.312500 Penalty: 753.636902
	Iteration 32Q: 3 clusters Score -226109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -226110.859375 Penalty: 753.636902
	Iteration 33Q: 3 clusters Score -226110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -226114.437500 Penalty: 753.636902
	Iteration 34Q: 3 clusters Score -226114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -226116.515625 Penalty: 753.636902
	Iteration 35Q: 3 clusters Score -226116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -226117.359375 Penalty: 753.636902
	Iteration 36Q: 3 clusters Score -226117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -226117.406250 Penalty: 753.636902
	Iteration 37Q: 3 clusters Score -226117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -226117.406250 Penalty: 753.636902
	Iteration 38F: 3 clusters Score -226117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -58388.273438 Penalty: 313.383636
	Iteration 0F: 2 clusters Score -58388.27 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 478 members 
Entering Unmasked Estep 
Score: -57595.933594 Penalty: 626.767273
	Iteration 0F: 3 clusters Score -57595.93 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -57893.320312 Penalty: 626.767273
	Iteration 1F: 3 clusters Score -57893.32 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58052.964844 Penalty: 626.767273
	Iteration 2F: 3 clusters Score -58052.96 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58151.445312 Penalty: 626.767273
	Iteration 3F: 3 clusters Score -58151.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58209.425781 Penalty: 626.767273
	Iteration 4F: 3 clusters Score -58209.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58256.613281 Penalty: 626.767273
	Iteration 5F: 3 clusters Score -58256.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58277.675781 Penalty: 626.767273
	Iteration 6Q: 3 clusters Score -58277.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58288.687500 Penalty: 626.767273
	Iteration 7Q: 3 clusters Score -58288.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58300.000000 Penalty: 626.767273
	Iteration 8Q: 3 clusters Score -58300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58312.394531 Penalty: 626.767273
	Iteration 9Q: 3 clusters Score -58312.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58320.402344 Penalty: 626.767273
	Iteration 10Q: 3 clusters Score -58320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58324.105469 Penalty: 626.767273
	Iteration 11Q: 3 clusters Score -58324.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58325.191406 Penalty: 626.767273
	Iteration 12Q: 3 clusters Score -58325.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58325.675781 Penalty: 626.767273
	Iteration 13Q: 3 clusters Score -58325.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58327.695312 Penalty: 626.767273
	Iteration 14Q: 3 clusters Score -58327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58328.644531 Penalty: 626.767273
	Iteration 15Q: 3 clusters Score -58328.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58328.644531 Penalty: 626.767273
	Iteration 16F: 3 clusters Score -58328.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Entering Unmasked Estep 
Score: -702181.312500 Penalty: 424.372986
	Iteration 0F: 2 clusters Score -702181.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -694664.562500 Penalty: 848.745972
	Iteration 0F: 3 clusters Score -694664.6 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -697769.125000 Penalty: 848.745972
	Iteration 1F: 3 clusters Score -697769.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -698090.437500 Penalty: 848.745972
	Iteration 2F: 3 clusters Score -698090.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -698545.625000 Penalty: 848.745972
	Iteration 3F: 3 clusters Score -698545.6 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -699143.562500 Penalty: 848.745972
	Iteration 4F: 3 clusters Score -699143.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -699887.937500 Penalty: 848.745972
	Iteration 5F: 3 clusters Score -699887.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -700491.125000 Penalty: 848.745972
	Iteration 6F: 3 clusters Score -700491.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -700778.312500 Penalty: 848.745972
	Iteration 7Q: 3 clusters Score -700778.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -700907.437500 Penalty: 848.745972
	Iteration 8Q: 3 clusters Score -700907.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -701001.437500 Penalty: 848.745972
	Iteration 9Q: 3 clusters Score -701001.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -701081.312500 Penalty: 848.745972
	Iteration 10Q: 3 clusters Score -701081.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -701154.687500 Penalty: 848.745972
	Iteration 11Q: 3 clusters Score -701154.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -701222.312500 Penalty: 848.745972
	Iteration 12Q: 3 clusters Score -701222.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -701272.812500 Penalty: 848.745972
	Iteration 13Q: 3 clusters Score -701272.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -701324.187500 Penalty: 848.745972
	Iteration 14Q: 3 clusters Score -701324.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -701366.500000 Penalty: 848.745972
	Iteration 15Q: 3 clusters Score -701366.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -701413.437500 Penalty: 848.745972
	Iteration 16Q: 3 clusters Score -701413.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -701448.250000 Penalty: 848.745972
	Iteration 17Q: 3 clusters Score -701448.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -701480.000000 Penalty: 848.745972
	Iteration 18Q: 3 clusters Score -701480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -701505.875000 Penalty: 848.745972
	Iteration 19Q: 3 clusters Score -701505.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -701528.062500 Penalty: 848.745972
	Iteration 20F: 3 clusters Score -701528.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -701547.312500 Penalty: 848.745972
	Iteration 21Q: 3 clusters Score -701547.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -701570.125000 Penalty: 848.745972
	Iteration 22Q: 3 clusters Score -701570.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -701588.250000 Penalty: 848.745972
	Iteration 23Q: 3 clusters Score -701588.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -701607.375000 Penalty: 848.745972
	Iteration 24Q: 3 clusters Score -701607.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -701629.437500 Penalty: 848.745972
	Iteration 25Q: 3 clusters Score -701629.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -701642.312500 Penalty: 848.745972
	Iteration 26Q: 3 clusters Score -701642.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -701650.750000 Penalty: 848.745972
	Iteration 27Q: 3 clusters Score -701650.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -701658.875000 Penalty: 848.745972
	Iteration 28Q: 3 clusters Score -701658.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -701667.750000 Penalty: 848.745972
	Iteration 29Q: 3 clusters Score -701667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -701676.000000 Penalty: 848.745972
	Iteration 30Q: 3 clusters Score -701676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -701682.062500 Penalty: 848.745972
	Iteration 31Q: 3 clusters Score -701682.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -701687.875000 Penalty: 848.745972
	Iteration 32Q: 3 clusters Score -701687.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -701694.875000 Penalty: 848.745972
	Iteration 33Q: 3 clusters Score -701694.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -701699.375000 Penalty: 848.745972
	Iteration 34Q: 3 clusters Score -701699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -701703.000000 Penalty: 848.745972
	Iteration 35Q: 3 clusters Score -701703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -701708.000000 Penalty: 848.745972
	Iteration 36Q: 3 clusters Score -701708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -701711.125000 Penalty: 848.745972
	Iteration 37Q: 3 clusters Score -701711.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -701715.812500 Penalty: 848.745972
	Iteration 38Q: 3 clusters Score -701715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -701722.437500 Penalty: 848.745972
	Iteration 39Q: 3 clusters Score -701722.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -701729.625000 Penalty: 848.745972
	Iteration 40F: 3 clusters Score -701729.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -701735.500000 Penalty: 848.745972
	Iteration 41Q: 3 clusters Score -701735.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -701746.125000 Penalty: 848.745972
	Iteration 42Q: 3 clusters Score -701746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -701753.437500 Penalty: 848.745972
	Iteration 43Q: 3 clusters Score -701753.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -701754.937500 Penalty: 848.745972
	Iteration 44Q: 3 clusters Score -701754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -701755.875000 Penalty: 848.745972
	Iteration 45Q: 3 clusters Score -701755.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -701760.687500 Penalty: 848.745972
	Iteration 46Q: 3 clusters Score -701760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -701762.375000 Penalty: 848.745972
	Iteration 47Q: 3 clusters Score -701762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -701762.125000 Penalty: 848.745972
	Iteration 48Q: 3 clusters Score -701762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -701765.437500 Penalty: 848.745972
	Iteration 49Q: 3 clusters Score -701765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -701766.750000 Penalty: 848.745972
	Iteration 50Q: 3 clusters Score -701766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -701769.000000 Penalty: 848.745972
	Iteration 51Q: 3 clusters Score -701769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -701772.750000 Penalty: 848.745972
	Iteration 52Q: 3 clusters Score -701772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -701777.062500 Penalty: 848.745972
	Iteration 53Q: 3 clusters Score -701777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -701778.937500 Penalty: 848.745972
	Iteration 54Q: 3 clusters Score -701778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -701779.500000 Penalty: 848.745972
	Iteration 55Q: 3 clusters Score -701779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -701779.062500 Penalty: 848.745972
	Iteration 56Q: 3 clusters Score -701779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -701778.500000 Penalty: 848.745972
	Iteration 57Q: 3 clusters Score -701778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -701779.000000 Penalty: 848.745972
	Iteration 58Q: 3 clusters Score -701779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -701780.000000 Penalty: 848.745972
	Iteration 59Q: 3 clusters Score -701780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -701780.500000 Penalty: 848.745972
	Iteration 60F: 3 clusters Score -701780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -701780.562500 Penalty: 848.745972
	Iteration 61Q: 3 clusters Score -701780.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -701780.562500 Penalty: 848.745972
	Iteration 62F: 3 clusters Score -701780.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Entering Unmasked Estep 
Score: -1715.181030 Penalty: 172.180634
	Iteration 0F: 2 clusters Score -1715.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1588.620239 Penalty: 344.361267
	Iteration 0F: 3 clusters Score -1588.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1619.228027 Penalty: 344.361267
	Iteration 1F: 3 clusters Score -1619.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1633.145508 Penalty: 344.361267
	Iteration 2Q: 3 clusters Score -1633.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1633.145508 Penalty: 344.361267
	Iteration 3F: 3 clusters Score -1633.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -37959.246094 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -37959.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -37361.203125 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -37361.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37572.003906 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -37572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -37613.421875 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -37613.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37638.246094 Penalty: 594.177124
	Iteration 3Q: 3 clusters Score -37638.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37660.789062 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -37660.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -37677.707031 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -37677.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -37691.757812 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -37691.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -37700.722656 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -37700.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -37708.343750 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -37708.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37712.042969 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -37712.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -37714.902344 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -37714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -37717.187500 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -37717.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -37718.347656 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -37718.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -37720.503906 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -37720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -37721.753906 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -37721.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -37722.058594 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -37722.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -37722.460938 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -37722.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -37722.460938 Penalty: 594.177124
	Iteration 17F: 3 clusters Score -37722.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7034.390137 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7034.39 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 81 members 
Entering Unmasked Estep 
Score: -6800.293457 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6800.293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6851.948730 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6851.949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6861.017090 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6861.017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6862.619141 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6862.619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6863.819824 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6863.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6864.868164 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6864.868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6866.986816 Penalty: 449.689453
	Iteration 6Q: 3 clusters Score -6866.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6866.986816 Penalty: 449.689453
	Iteration 7F: 3 clusters Score -6866.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 12633 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 127372 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39423 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 13725 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064136.000000 Penalty: 15872.815430
Iteration 279Q: 28 clusters Score -2.306414e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 12633 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7537 members 
Mstep: Class 6 contains 127369 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39410 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 13713 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11272 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064166.000000 Penalty: 15872.815430
Iteration 280F: 28 clusters Score -2.306417e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 12630 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 127368 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39395 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3946 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11313 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064140.000000 Penalty: 15872.815430
Iteration 281Q: 28 clusters Score -2.306414e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 12627 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 127371 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39380 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3946 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11350 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064140.000000 Penalty: 15872.815430
Iteration 282Q: 28 clusters Score -2.306414e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165379 members 
Mstep: Class 2 contains 12622 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 127377 members 
Mstep: Class 7 contains 4497 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39367 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11383 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064134.000000 Penalty: 15872.815430
Iteration 283Q: 28 clusters Score -2.306413e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 12623 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 127368 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39357 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 13636 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064188.000000 Penalty: 15872.815430
Iteration 284Q: 28 clusters Score -2.306419e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 127357 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39348 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 13607 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11471 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064206.000000 Penalty: 15872.815430
Iteration 285Q: 28 clusters Score -2.306421e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165450 members 
Mstep: Class 2 contains 12630 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7500 members 
Mstep: Class 6 contains 127348 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39335 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3943 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11512 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064162.000000 Penalty: 15872.815430
Iteration 286Q: 28 clusters Score -2.306416e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165460 members 
Mstep: Class 2 contains 12631 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 127350 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39317 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 13547 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3941 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064194.000000 Penalty: 15872.815430
Iteration 287Q: 28 clusters Score -2.306419e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 127348 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39303 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 13523 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11582 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064210.000000 Penalty: 15872.815430
Iteration 288Q: 28 clusters Score -2.306421e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 12630 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 127343 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39287 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6595 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11628 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064178.000000 Penalty: 15872.815430
Iteration 289Q: 28 clusters Score -2.306418e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 12627 members 
Mstep: Class 3 contains 3509 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 127329 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39263 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 13489 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11682 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064188.000000 Penalty: 15872.815430
Iteration 290Q: 28 clusters Score -2.306419e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 12630 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 127332 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39248 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 13469 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11739 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064180.000000 Penalty: 15872.815430
Iteration 291Q: 28 clusters Score -2.306418e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 12633 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7500 members 
Mstep: Class 6 contains 127329 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39228 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6589 members 
Mstep: Class 20 contains 13445 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11795 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064166.000000 Penalty: 15872.815430
Iteration 292Q: 28 clusters Score -2.306417e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 12637 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 127323 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39214 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 13424 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11845 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064160.000000 Penalty: 15872.815430
Iteration 293Q: 28 clusters Score -2.306416e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 12641 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 127321 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39202 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 13402 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11887 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064204.000000 Penalty: 15872.815430
Iteration 294Q: 28 clusters Score -2.30642e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 12645 members 
Mstep: Class 3 contains 3498 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 127318 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39192 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6580 members 
Mstep: Class 20 contains 13380 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11926 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064248.000000 Penalty: 15872.815430
Iteration 295Q: 28 clusters Score -2.306425e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165462 members 
Mstep: Class 2 contains 12653 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 127302 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39176 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 13350 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 11979 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064252.000000 Penalty: 15872.815430
Iteration 296Q: 28 clusters Score -2.306425e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 12653 members 
Mstep: Class 3 contains 3487 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 127296 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39159 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 13318 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 3933 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12028 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064222.000000 Penalty: 15872.815430
Iteration 297Q: 28 clusters Score -2.306422e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 12656 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 6 contains 127294 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39135 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 13291 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12063 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064292.000000 Penalty: 15872.815430
Iteration 298Q: 28 clusters Score -2.306429e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 127297 members 
Mstep: Class 7 contains 4443 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39115 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 13271 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 3933 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12102 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064220.000000 Penalty: 15872.815430
Iteration 299Q: 28 clusters Score -2.306422e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 12668 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 127292 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39090 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6569 members 
Mstep: Class 20 contains 13250 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12151 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064228.000000 Penalty: 15872.815430
Iteration 300F: 28 clusters Score -2.306423e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165510 members 
Mstep: Class 2 contains 12677 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 127280 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39073 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 13224 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12199 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064208.000000 Penalty: 15872.815430
Iteration 301Q: 28 clusters Score -2.306421e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 127264 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39054 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 13197 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12249 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064226.000000 Penalty: 15872.815430
Iteration 302Q: 28 clusters Score -2.306423e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165526 members 
Mstep: Class 2 contains 12688 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 127250 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39046 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 13173 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12294 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064242.000000 Penalty: 15872.815430
Iteration 303Q: 28 clusters Score -2.306424e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 12691 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 127236 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39034 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12338 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064300.000000 Penalty: 15872.815430
Iteration 304Q: 28 clusters Score -2.30643e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 127211 members 
Mstep: Class 7 contains 4430 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39031 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12378 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064316.000000 Penalty: 15872.815430
Iteration 305Q: 28 clusters Score -2.306432e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165536 members 
Mstep: Class 2 contains 12705 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7494 members 
Mstep: Class 6 contains 127199 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39024 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 13134 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064296.000000 Penalty: 15872.815430
Iteration 306Q: 28 clusters Score -2.30643e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 12711 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 127167 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39008 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6537 members 
Mstep: Class 20 contains 13128 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12453 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064346.000000 Penalty: 15872.815430
Iteration 307Q: 28 clusters Score -2.306435e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 12718 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 127134 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 39004 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12499 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064390.000000 Penalty: 15872.815430
Iteration 308Q: 28 clusters Score -2.306439e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165570 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 127109 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38987 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064418.000000 Penalty: 15872.815430
Iteration 309Q: 28 clusters Score -2.306442e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 12721 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 127082 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38981 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 13125 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12597 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064420.000000 Penalty: 15872.815430
Iteration 310Q: 28 clusters Score -2.306442e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 12723 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 127058 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38983 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 6501 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12651 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064442.000000 Penalty: 15872.815430
Iteration 311Q: 28 clusters Score -2.306444e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 12727 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 127018 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38983 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 13125 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12710 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064520.000000 Penalty: 15872.815430
Iteration 312Q: 28 clusters Score -2.306452e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 12722 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 127005 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38978 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 13120 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12759 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064540.000000 Penalty: 15872.815430
Iteration 313Q: 28 clusters Score -2.306454e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 12722 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 126981 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38978 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 13117 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064536.000000 Penalty: 15872.815430
Iteration 314Q: 28 clusters Score -2.306454e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165507 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 126953 members 
Mstep: Class 7 contains 4423 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38976 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6461 members 
Mstep: Class 20 contains 13115 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12852 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064580.000000 Penalty: 15872.815430
Iteration 315Q: 28 clusters Score -2.306458e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 126934 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38966 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12888 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064624.000000 Penalty: 15872.815430
Iteration 316Q: 28 clusters Score -2.306462e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165511 members 
Mstep: Class 2 contains 12731 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 126908 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38956 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12932 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064612.000000 Penalty: 15872.815430
Iteration 317Q: 28 clusters Score -2.306461e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165527 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7466 members 
Mstep: Class 6 contains 126874 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38946 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 13099 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 12974 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064600.000000 Penalty: 15872.815430
Iteration 318Q: 28 clusters Score -2.30646e+07 nChanged 123
Entering ConstructFrom: 
Score: -23064600.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (165547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165547 members 
Entering Unmasked Estep 
Score: -9686406.000000 Penalty: 546.773987
	Iteration 0F: 2 clusters Score -9686406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -9580674.000000 Penalty: 1093.547974
	Iteration 0F: 3 clusters Score -9580674 nChanged 81511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -9632575.000000 Penalty: 1093.547974
	Iteration 1F: 3 clusters Score -9632575 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -9635917.000000 Penalty: 1093.547974
	Iteration 2Q: 3 clusters Score -9635917 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -9641401.000000 Penalty: 1093.547974
	Iteration 3F: 3 clusters Score -9641401 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 94298 members 
Entering Unmasked Estep 
Score: -9649474.000000 Penalty: 1093.547974
	Iteration 4F: 3 clusters Score -9649474 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -9657361.000000 Penalty: 1093.547974
	Iteration 5F: 3 clusters Score -9657361 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -9661478.000000 Penalty: 1093.547974
	Iteration 6F: 3 clusters Score -9661478 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -9662973.000000 Penalty: 1093.547974
	Iteration 7Q: 3 clusters Score -9662973 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 106706 members 
Entering Unmasked Estep 
Score: -9663818.000000 Penalty: 1093.547974
	Iteration 8Q: 3 clusters Score -9663818 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -9664743.000000 Penalty: 1093.547974
	Iteration 9Q: 3 clusters Score -9664743 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -9665686.000000 Penalty: 1093.547974
	Iteration 10Q: 3 clusters Score -9665686 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
Score: -9666800.000000 Penalty: 1093.547974
	Iteration 11Q: 3 clusters Score -9666800 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 120665 members 
Entering Unmasked Estep 
Score: -9668088.000000 Penalty: 1093.547974
	Iteration 12Q: 3 clusters Score -9668088 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
Score: -9669491.000000 Penalty: 1093.547974
	Iteration 13Q: 3 clusters Score -9669491 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 128779 members 
Entering Unmasked Estep 
Score: -9671235.000000 Penalty: 1093.547974
	Iteration 14Q: 3 clusters Score -9671235 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 133363 members 
Entering Unmasked Estep 
Score: -9673032.000000 Penalty: 1093.547974
	Iteration 15Q: 3 clusters Score -9673032 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -9674924.000000 Penalty: 1093.547974
	Iteration 16Q: 3 clusters Score -9674924 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -9676989.000000 Penalty: 1093.547974
	Iteration 17Q: 3 clusters Score -9676989 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -9678925.000000 Penalty: 1093.547974
	Iteration 18Q: 3 clusters Score -9678925 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 152445 members 
Entering Unmasked Estep 
Score: -9680720.000000 Penalty: 1093.547974
	Iteration 19Q: 3 clusters Score -9680720 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 156371 members 
Entering Unmasked Estep 
Score: -9682533.000000 Penalty: 1093.547974
	Iteration 20F: 3 clusters Score -9682533 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 159669 members 
Entering Unmasked Estep 
Score: -9683669.000000 Penalty: 1093.547974
	Iteration 21Q: 3 clusters Score -9683669 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 162086 members 
Entering Unmasked Estep 
Score: -9684588.000000 Penalty: 1093.547974
	Iteration 22Q: 3 clusters Score -9684588 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -9685324.000000 Penalty: 1093.547974
	Iteration 23Q: 3 clusters Score -9685324 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -9685694.000000 Penalty: 1093.547974
	Iteration 24Q: 3 clusters Score -9685694 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -9685893.000000 Penalty: 1093.547974
	Iteration 25Q: 3 clusters Score -9685893 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 165332 members 
Entering Unmasked Estep 
Score: -9685973.000000 Penalty: 1093.547974
	Iteration 26Q: 3 clusters Score -9685973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -9686010.000000 Penalty: 1093.547974
	Iteration 27Q: 3 clusters Score -9686010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 165429 members 
Entering Unmasked Estep 
Score: -9686036.000000 Penalty: 1093.547974
	Iteration 28Q: 3 clusters Score -9686036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -9686054.000000 Penalty: 1093.547974
	Iteration 29Q: 3 clusters Score -9686054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -9686059.000000 Penalty: 1093.547974
	Iteration 30Q: 3 clusters Score -9686059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -9686071.000000 Penalty: 1093.547974
	Iteration 31Q: 3 clusters Score -9686071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -9686070.000000 Penalty: 1093.547974
	Iteration 32Q: 3 clusters Score -9686070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 165457 members 
Entering Unmasked Estep 
Score: -9686079.000000 Penalty: 1093.547974
	Iteration 33Q: 3 clusters Score -9686079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 165457 members 
Entering Unmasked Estep 
Score: -9686072.000000 Penalty: 1093.547974
	Iteration 34Q: 3 clusters Score -9686072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -9686070.000000 Penalty: 1093.547974
	Iteration 35Q: 3 clusters Score -9686070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -9686070.000000 Penalty: 1093.547974
	Iteration 36F: 3 clusters Score -9686070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Entering Unmasked Estep 
Score: -806354.250000 Penalty: 430.085266
	Iteration 0F: 2 clusters Score -806354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -797967.562500 Penalty: 860.170532
	Iteration 0F: 3 clusters Score -797967.6 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -801319.812500 Penalty: 860.170532
	Iteration 1F: 3 clusters Score -801319.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -801640.500000 Penalty: 860.170532
	Iteration 2F: 3 clusters Score -801640.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -802144.937500 Penalty: 860.170532
	Iteration 3F: 3 clusters Score -802144.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -802892.687500 Penalty: 860.170532
	Iteration 4F: 3 clusters Score -802892.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -803768.187500 Penalty: 860.170532
	Iteration 5F: 3 clusters Score -803768.2 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -804392.687500 Penalty: 860.170532
	Iteration 6F: 3 clusters Score -804392.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -804674.062500 Penalty: 860.170532
	Iteration 7Q: 3 clusters Score -804674.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -804817.625000 Penalty: 860.170532
	Iteration 8Q: 3 clusters Score -804817.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -804919.375000 Penalty: 860.170532
	Iteration 9Q: 3 clusters Score -804919.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -805009.125000 Penalty: 860.170532
	Iteration 10Q: 3 clusters Score -805009.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -805102.375000 Penalty: 860.170532
	Iteration 11Q: 3 clusters Score -805102.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -805178.937500 Penalty: 860.170532
	Iteration 12Q: 3 clusters Score -805178.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -805250.437500 Penalty: 860.170532
	Iteration 13Q: 3 clusters Score -805250.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -805312.812500 Penalty: 860.170532
	Iteration 14Q: 3 clusters Score -805312.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -805372.625000 Penalty: 860.170532
	Iteration 15Q: 3 clusters Score -805372.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -805433.750000 Penalty: 860.170532
	Iteration 16Q: 3 clusters Score -805433.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -805475.312500 Penalty: 860.170532
	Iteration 17Q: 3 clusters Score -805475.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -805505.375000 Penalty: 860.170532
	Iteration 18Q: 3 clusters Score -805505.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -805533.250000 Penalty: 860.170532
	Iteration 19Q: 3 clusters Score -805533.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -805563.500000 Penalty: 860.170532
	Iteration 20F: 3 clusters Score -805563.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -805584.625000 Penalty: 860.170532
	Iteration 21Q: 3 clusters Score -805584.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -805610.875000 Penalty: 860.170532
	Iteration 22Q: 3 clusters Score -805610.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -805632.125000 Penalty: 860.170532
	Iteration 23Q: 3 clusters Score -805632.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -805647.125000 Penalty: 860.170532
	Iteration 24Q: 3 clusters Score -805647.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -805657.750000 Penalty: 860.170532
	Iteration 25Q: 3 clusters Score -805657.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -805671.812500 Penalty: 860.170532
	Iteration 26Q: 3 clusters Score -805671.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -805691.312500 Penalty: 860.170532
	Iteration 27Q: 3 clusters Score -805691.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -805706.500000 Penalty: 860.170532
	Iteration 28Q: 3 clusters Score -805706.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -805722.437500 Penalty: 860.170532
	Iteration 29Q: 3 clusters Score -805722.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -805736.000000 Penalty: 860.170532
	Iteration 30Q: 3 clusters Score -805736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -805748.812500 Penalty: 860.170532
	Iteration 31Q: 3 clusters Score -805748.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -805760.687500 Penalty: 860.170532
	Iteration 32Q: 3 clusters Score -805760.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -805768.562500 Penalty: 860.170532
	Iteration 33Q: 3 clusters Score -805768.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -805777.125000 Penalty: 860.170532
	Iteration 34Q: 3 clusters Score -805777.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -805783.937500 Penalty: 860.170532
	Iteration 35Q: 3 clusters Score -805783.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -805791.687500 Penalty: 860.170532
	Iteration 36Q: 3 clusters Score -805791.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -805803.875000 Penalty: 860.170532
	Iteration 37Q: 3 clusters Score -805803.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -805807.750000 Penalty: 860.170532
	Iteration 38Q: 3 clusters Score -805807.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -805812.250000 Penalty: 860.170532
	Iteration 39Q: 3 clusters Score -805812.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -805816.687500 Penalty: 860.170532
	Iteration 40F: 3 clusters Score -805816.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -805820.062500 Penalty: 860.170532
	Iteration 41Q: 3 clusters Score -805820.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -805822.312500 Penalty: 860.170532
	Iteration 42Q: 3 clusters Score -805822.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -805827.625000 Penalty: 860.170532
	Iteration 43Q: 3 clusters Score -805827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -805831.312500 Penalty: 860.170532
	Iteration 44Q: 3 clusters Score -805831.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -805831.875000 Penalty: 860.170532
	Iteration 45Q: 3 clusters Score -805831.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -805836.375000 Penalty: 860.170532
	Iteration 46Q: 3 clusters Score -805836.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -805838.312500 Penalty: 860.170532
	Iteration 47Q: 3 clusters Score -805838.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -805840.125000 Penalty: 860.170532
	Iteration 48Q: 3 clusters Score -805840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -805843.812500 Penalty: 860.170532
	Iteration 49Q: 3 clusters Score -805843.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -805845.875000 Penalty: 860.170532
	Iteration 50Q: 3 clusters Score -805845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -805851.187500 Penalty: 860.170532
	Iteration 51Q: 3 clusters Score -805851.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -805854.000000 Penalty: 860.170532
	Iteration 52Q: 3 clusters Score -805854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -805855.500000 Penalty: 860.170532
	Iteration 53Q: 3 clusters Score -805855.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -805857.687500 Penalty: 860.170532
	Iteration 54Q: 3 clusters Score -805857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -805858.937500 Penalty: 860.170532
	Iteration 55Q: 3 clusters Score -805858.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -805861.125000 Penalty: 860.170532
	Iteration 56Q: 3 clusters Score -805861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -805862.000000 Penalty: 860.170532
	Iteration 57Q: 3 clusters Score -805862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -805867.312500 Penalty: 860.170532
	Iteration 58Q: 3 clusters Score -805867.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -805870.000000 Penalty: 860.170532
	Iteration 59Q: 3 clusters Score -805870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -805875.000000 Penalty: 860.170532
	Iteration 60F: 3 clusters Score -805875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -805881.062500 Penalty: 860.170532
	Iteration 61Q: 3 clusters Score -805881.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -805886.000000 Penalty: 860.170532
	Iteration 62Q: 3 clusters Score -805886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -805895.687500 Penalty: 860.170532
	Iteration 63Q: 3 clusters Score -805895.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -805902.937500 Penalty: 860.170532
	Iteration 64Q: 3 clusters Score -805902.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -805912.750000 Penalty: 860.170532
	Iteration 65Q: 3 clusters Score -805912.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -805918.687500 Penalty: 860.170532
	Iteration 66Q: 3 clusters Score -805918.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -805924.562500 Penalty: 860.170532
	Iteration 67Q: 3 clusters Score -805924.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -805930.687500 Penalty: 860.170532
	Iteration 68Q: 3 clusters Score -805930.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -805940.187500 Penalty: 860.170532
	Iteration 69Q: 3 clusters Score -805940.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -805945.687500 Penalty: 860.170532
	Iteration 70Q: 3 clusters Score -805945.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -805953.500000 Penalty: 860.170532
	Iteration 71Q: 3 clusters Score -805953.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -805961.750000 Penalty: 860.170532
	Iteration 72Q: 3 clusters Score -805961.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -805968.687500 Penalty: 860.170532
	Iteration 73Q: 3 clusters Score -805968.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -805979.062500 Penalty: 860.170532
	Iteration 74Q: 3 clusters Score -805979.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -805982.562500 Penalty: 860.170532
	Iteration 75Q: 3 clusters Score -805982.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -805987.687500 Penalty: 860.170532
	Iteration 76Q: 3 clusters Score -805987.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -805989.875000 Penalty: 860.170532
	Iteration 77Q: 3 clusters Score -805989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -805991.812500 Penalty: 860.170532
	Iteration 78Q: 3 clusters Score -805991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -805992.750000 Penalty: 860.170532
	Iteration 79Q: 3 clusters Score -805992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -805993.375000 Penalty: 860.170532
	Iteration 80F: 3 clusters Score -805993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -805993.500000 Penalty: 860.170532
	Iteration 81Q: 3 clusters Score -805993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -805992.500000 Penalty: 860.170532
	Iteration 82Q: 3 clusters Score -805992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -805992.125000 Penalty: 860.170532
	Iteration 83Q: 3 clusters Score -805992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -805993.625000 Penalty: 860.170532
	Iteration 84Q: 3 clusters Score -805993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -805994.500000 Penalty: 860.170532
	Iteration 85Q: 3 clusters Score -805994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -805994.500000 Penalty: 860.170532
	Iteration 86Q: 3 clusters Score -805994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -805994.500000 Penalty: 860.170532
	Iteration 87F: 3 clusters Score -805994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -183149.218750 Penalty: 370.846283
	Iteration 0F: 2 clusters Score -183149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -180730.562500 Penalty: 741.692566
	Iteration 0F: 3 clusters Score -180730.6 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -181687.859375 Penalty: 741.692566
	Iteration 1F: 3 clusters Score -181687.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -181856.296875 Penalty: 741.692566
	Iteration 2F: 3 clusters Score -181856.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182046.906250 Penalty: 741.692566
	Iteration 3F: 3 clusters Score -182046.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182276.453125 Penalty: 741.692566
	Iteration 4F: 3 clusters Score -182276.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -182541.312500 Penalty: 741.692566
	Iteration 5F: 3 clusters Score -182541.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -182730.421875 Penalty: 741.692566
	Iteration 6F: 3 clusters Score -182730.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -182812.531250 Penalty: 741.692566
	Iteration 7Q: 3 clusters Score -182812.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -182878.765625 Penalty: 741.692566
	Iteration 8Q: 3 clusters Score -182878.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -182913.593750 Penalty: 741.692566
	Iteration 9Q: 3 clusters Score -182913.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -182940.828125 Penalty: 741.692566
	Iteration 10Q: 3 clusters Score -182940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -182948.218750 Penalty: 741.692566
	Iteration 11Q: 3 clusters Score -182948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -182949.421875 Penalty: 741.692566
	Iteration 12Q: 3 clusters Score -182949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -182949.421875 Penalty: 741.692566
	Iteration 13F: 3 clusters Score -182949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -101000.148438 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -101000.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -101480.664062 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101480.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -101573.570312 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101573.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -101662.359375 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101662.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -101771.328125 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -101771.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -101896.062500 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -101896.1 nChanged 102
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: -101989.843750 Penalty: 684.044922
	Iteration 6F: 3 clusters Score -101989.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -102055.460938 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -102055.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -102106.554688 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -102106.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -102138.562500 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -102138.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102151.539062 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -102151.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -102158.937500 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -102158.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -102163.562500 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -102163.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -102167.023438 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -102167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -102169.554688 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -102169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -102171.679688 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -102171.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -102173.523438 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -102174.132812 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -102174.742188 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -102175.710938 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102175.7 nChanged 7
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: -102177.429688 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -102178.898438 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -102179.710938 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -102179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -102181.914062 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -102181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -102182.484375 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -102182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -102183.031250 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -102183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -102184.148438 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -102184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -102184.843750 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -102184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -102185.023438 Penalty: 684.044922
	Iteration 28Q: 3 clusters Score -102185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -102185.023438 Penalty: 684.044922
	Iteration 29F: 3 clusters Score -102185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Entering Unmasked Estep 
Score: -433522.250000 Penalty: 405.762024
	Iteration 0F: 2 clusters Score -433522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -428486.093750 Penalty: 811.524048
	Iteration 0F: 3 clusters Score -428486.1 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -430398.875000 Penalty: 811.524048
	Iteration 1F: 3 clusters Score -430398.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -430683.968750 Penalty: 811.524048
	Iteration 2F: 3 clusters Score -430684 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -431098.656250 Penalty: 811.524048
	Iteration 3F: 3 clusters Score -431098.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -431684.781250 Penalty: 811.524048
	Iteration 4F: 3 clusters Score -431684.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -432306.968750 Penalty: 811.524048
	Iteration 5F: 3 clusters Score -432307 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -432777.031250 Penalty: 811.524048
	Iteration 6F: 3 clusters Score -432777 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -433016.343750 Penalty: 811.524048
	Iteration 7Q: 3 clusters Score -433016.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -433121.531250 Penalty: 811.524048
	Iteration 8Q: 3 clusters Score -433121.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -433188.375000 Penalty: 811.524048
	Iteration 9Q: 3 clusters Score -433188.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -433220.875000 Penalty: 811.524048
	Iteration 10Q: 3 clusters Score -433220.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -433237.531250 Penalty: 811.524048
	Iteration 11Q: 3 clusters Score -433237.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -433245.781250 Penalty: 811.524048
	Iteration 12Q: 3 clusters Score -433245.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -433252.531250 Penalty: 811.524048
	Iteration 13Q: 3 clusters Score -433252.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -433257.656250 Penalty: 811.524048
	Iteration 14Q: 3 clusters Score -433257.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -433261.312500 Penalty: 811.524048
	Iteration 15Q: 3 clusters Score -433261.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -433264.156250 Penalty: 811.524048
	Iteration 16Q: 3 clusters Score -433264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -433267.750000 Penalty: 811.524048
	Iteration 17Q: 3 clusters Score -433267.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -433269.125000 Penalty: 811.524048
	Iteration 18Q: 3 clusters Score -433269.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -433271.781250 Penalty: 811.524048
	Iteration 19Q: 3 clusters Score -433271.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -433275.093750 Penalty: 811.524048
	Iteration 20F: 3 clusters Score -433275.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -433278.093750 Penalty: 811.524048
	Iteration 21Q: 3 clusters Score -433278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -433282.343750 Penalty: 811.524048
	Iteration 22Q: 3 clusters Score -433282.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -433284.968750 Penalty: 811.524048
	Iteration 23Q: 3 clusters Score -433285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -433286.437500 Penalty: 811.524048
	Iteration 24Q: 3 clusters Score -433286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -433290.250000 Penalty: 811.524048
	Iteration 25Q: 3 clusters Score -433290.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -433293.062500 Penalty: 811.524048
	Iteration 26Q: 3 clusters Score -433293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -433295.312500 Penalty: 811.524048
	Iteration 27Q: 3 clusters Score -433295.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -433296.437500 Penalty: 811.524048
	Iteration 28Q: 3 clusters Score -433296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -433298.843750 Penalty: 811.524048
	Iteration 29Q: 3 clusters Score -433298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -433301.000000 Penalty: 811.524048
	Iteration 30Q: 3 clusters Score -433301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -433301.687500 Penalty: 811.524048
	Iteration 31Q: 3 clusters Score -433301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -433302.531250 Penalty: 811.524048
	Iteration 32Q: 3 clusters Score -433302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -433303.593750 Penalty: 811.524048
	Iteration 33Q: 3 clusters Score -433303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -433304.500000 Penalty: 811.524048
	Iteration 34Q: 3 clusters Score -433304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -433305.125000 Penalty: 811.524048
	Iteration 35Q: 3 clusters Score -433305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -433306.937500 Penalty: 811.524048
	Iteration 36Q: 3 clusters Score -433306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -433308.781250 Penalty: 811.524048
	Iteration 37Q: 3 clusters Score -433308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -433310.375000 Penalty: 811.524048
	Iteration 38Q: 3 clusters Score -433310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -433311.312500 Penalty: 811.524048
	Iteration 39Q: 3 clusters Score -433311.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -433312.250000 Penalty: 811.524048
	Iteration 40F: 3 clusters Score -433312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -433312.437500 Penalty: 811.524048
	Iteration 41Q: 3 clusters Score -433312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -433315.468750 Penalty: 811.524048
	Iteration 42Q: 3 clusters Score -433315.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -433317.031250 Penalty: 811.524048
	Iteration 43Q: 3 clusters Score -433317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -433318.343750 Penalty: 811.524048
	Iteration 44Q: 3 clusters Score -433318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -433319.437500 Penalty: 811.524048
	Iteration 45Q: 3 clusters Score -433319.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -433321.937500 Penalty: 811.524048
	Iteration 46Q: 3 clusters Score -433321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -433323.468750 Penalty: 811.524048
	Iteration 47Q: 3 clusters Score -433323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -433324.875000 Penalty: 811.524048
	Iteration 48Q: 3 clusters Score -433324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -433327.312500 Penalty: 811.524048
	Iteration 49Q: 3 clusters Score -433327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -433327.531250 Penalty: 811.524048
	Iteration 50Q: 3 clusters Score -433327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -433327.875000 Penalty: 811.524048
	Iteration 51Q: 3 clusters Score -433327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -433328.156250 Penalty: 811.524048
	Iteration 52Q: 3 clusters Score -433328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -433329.468750 Penalty: 811.524048
	Iteration 53Q: 3 clusters Score -433329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -433329.375000 Penalty: 811.524048
	Iteration 54Q: 3 clusters Score -433329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -433329.625000 Penalty: 811.524048
	Iteration 55Q: 3 clusters Score -433329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -433329.812500 Penalty: 811.524048
	Iteration 56Q: 3 clusters Score -433329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -433329.687500 Penalty: 811.524048
	Iteration 57Q: 3 clusters Score -433329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -433329.687500 Penalty: 811.524048
	Iteration 58F: 3 clusters Score -433329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126847 members 
Entering Unmasked Estep 
Score: -7568463.000000 Penalty: 534.658569
	Iteration 0F: 2 clusters Score -7568463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -7485783.500000 Penalty: 1069.317139
	Iteration 0F: 3 clusters Score -7485784 nChanged 62377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -7525089.000000 Penalty: 1069.317139
	Iteration 1F: 3 clusters Score -7525089 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -7528472.000000 Penalty: 1069.317139
	Iteration 2F: 3 clusters Score -7528472 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -7533754.500000 Penalty: 1069.317139
	Iteration 3F: 3 clusters Score -7533754 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -7540994.500000 Penalty: 1069.317139
	Iteration 4F: 3 clusters Score -7540994 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -7549497.500000 Penalty: 1069.317139
	Iteration 5F: 3 clusters Score -7549498 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -7556225.000000 Penalty: 1069.317139
	Iteration 6F: 3 clusters Score -7556225 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 116260 members 
Entering Unmasked Estep 
Score: -7560413.500000 Penalty: 1069.317139
	Iteration 7Q: 3 clusters Score -7560414 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -7562856.500000 Penalty: 1069.317139
	Iteration 8Q: 3 clusters Score -7562856 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -7564317.500000 Penalty: 1069.317139
	Iteration 9Q: 3 clusters Score -7564318 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 121641 members 
Entering Unmasked Estep 
Score: -7565381.500000 Penalty: 1069.317139
	Iteration 10Q: 3 clusters Score -7565382 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -7566207.500000 Penalty: 1069.317139
	Iteration 11Q: 3 clusters Score -7566208 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 123551 members 
Entering Unmasked Estep 
Score: -7566823.500000 Penalty: 1069.317139
	Iteration 12Q: 3 clusters Score -7566824 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -7567234.000000 Penalty: 1069.317139
	Iteration 13Q: 3 clusters Score -7567234 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -7567509.000000 Penalty: 1069.317139
	Iteration 14Q: 3 clusters Score -7567509 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -7567699.500000 Penalty: 1069.317139
	Iteration 15Q: 3 clusters Score -7567700 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -7567848.500000 Penalty: 1069.317139
	Iteration 16Q: 3 clusters Score -7567848 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 125697 members 
Entering Unmasked Estep 
Score: -7567946.000000 Penalty: 1069.317139
	Iteration 17Q: 3 clusters Score -7567946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -7568001.000000 Penalty: 1069.317139
	Iteration 18Q: 3 clusters Score -7568001 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -7568022.000000 Penalty: 1069.317139
	Iteration 19Q: 3 clusters Score -7568022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 126021 members 
Entering Unmasked Estep 
Score: -7568045.500000 Penalty: 1069.317139
	Iteration 20F: 3 clusters Score -7568046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -7568081.000000 Penalty: 1069.317139
	Iteration 21Q: 3 clusters Score -7568081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 126126 members 
Entering Unmasked Estep 
Score: -7568103.500000 Penalty: 1069.317139
	Iteration 22Q: 3 clusters Score -7568104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -7568114.000000 Penalty: 1069.317139
	Iteration 23Q: 3 clusters Score -7568114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -7568124.000000 Penalty: 1069.317139
	Iteration 24Q: 3 clusters Score -7568124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -7568131.000000 Penalty: 1069.317139
	Iteration 25Q: 3 clusters Score -7568131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 126234 members 
Entering Unmasked Estep 
Score: -7568144.000000 Penalty: 1069.317139
	Iteration 26Q: 3 clusters Score -7568144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 126247 members 
Entering Unmasked Estep 
Score: -7568149.000000 Penalty: 1069.317139
	Iteration 27Q: 3 clusters Score -7568149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 126265 members 
Entering Unmasked Estep 
Score: -7568165.000000 Penalty: 1069.317139
	Iteration 28Q: 3 clusters Score -7568165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -7568165.500000 Penalty: 1069.317139
	Iteration 29Q: 3 clusters Score -7568166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 126289 members 
Entering Unmasked Estep 
Score: -7568162.500000 Penalty: 1069.317139
	Iteration 30Q: 3 clusters Score -7568162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -7568169.000000 Penalty: 1069.317139
	Iteration 31Q: 3 clusters Score -7568169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 126302 members 
Entering Unmasked Estep 
Score: -7568174.500000 Penalty: 1069.317139
	Iteration 32Q: 3 clusters Score -7568174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 126302 members 
Entering Unmasked Estep 
Score: -7568172.000000 Penalty: 1069.317139
	Iteration 33Q: 3 clusters Score -7568172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 126306 members 
Entering Unmasked Estep 
Score: -7568170.500000 Penalty: 1069.317139
	Iteration 34Q: 3 clusters Score -7568170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -7568166.000000 Penalty: 1069.317139
	Iteration 35Q: 3 clusters Score -7568166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 126312 members 
Entering Unmasked Estep 
Score: -7568165.500000 Penalty: 1069.317139
	Iteration 36Q: 3 clusters Score -7568166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126316 members 
Entering Unmasked Estep 
Score: -7568170.000000 Penalty: 1069.317139
	Iteration 37Q: 3 clusters Score -7568170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -7568165.500000 Penalty: 1069.317139
	Iteration 38Q: 3 clusters Score -7568166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -7568173.500000 Penalty: 1069.317139
	Iteration 39Q: 3 clusters Score -7568174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -7568172.500000 Penalty: 1069.317139
	Iteration 40F: 3 clusters Score -7568172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126316 members 
Entering Unmasked Estep 
Score: -7568172.000000 Penalty: 1069.317139
	Iteration 41Q: 3 clusters Score -7568172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -7568175.000000 Penalty: 1069.317139
	Iteration 42Q: 3 clusters Score -7568175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 126319 members 
Entering Unmasked Estep 
Score: -7568166.000000 Penalty: 1069.317139
	Iteration 43Q: 3 clusters Score -7568166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 126319 members 
Entering Unmasked Estep 
Score: -7568166.000000 Penalty: 1069.317139
	Iteration 44F: 3 clusters Score -7568166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -253981.921875 Penalty: 381.983948
	Iteration 0F: 2 clusters Score -253981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -250978.781250 Penalty: 763.967896
	Iteration 0F: 3 clusters Score -250978.8 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -252061.031250 Penalty: 763.967896
	Iteration 1F: 3 clusters Score -252061 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -252206.140625 Penalty: 763.967896
	Iteration 2F: 3 clusters Score -252206.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -252358.546875 Penalty: 763.967896
	Iteration 3F: 3 clusters Score -252358.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -252550.171875 Penalty: 763.967896
	Iteration 4F: 3 clusters Score -252550.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -252789.031250 Penalty: 763.967896
	Iteration 5F: 3 clusters Score -252789 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -253008.484375 Penalty: 763.967896
	Iteration 6F: 3 clusters Score -253008.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -253199.968750 Penalty: 763.967896
	Iteration 7F: 3 clusters Score -253200 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -253306.734375 Penalty: 763.967896
	Iteration 8Q: 3 clusters Score -253306.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -253366.781250 Penalty: 763.967896
	Iteration 9Q: 3 clusters Score -253366.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -253397.734375 Penalty: 763.967896
	Iteration 10Q: 3 clusters Score -253397.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -253424.718750 Penalty: 763.967896
	Iteration 11Q: 3 clusters Score -253424.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -253447.781250 Penalty: 763.967896
	Iteration 12Q: 3 clusters Score -253447.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -253465.250000 Penalty: 763.967896
	Iteration 13Q: 3 clusters Score -253465.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -253483.859375 Penalty: 763.967896
	Iteration 14Q: 3 clusters Score -253483.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -253507.750000 Penalty: 763.967896
	Iteration 15Q: 3 clusters Score -253507.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -253526.375000 Penalty: 763.967896
	Iteration 16Q: 3 clusters Score -253526.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -253544.187500 Penalty: 763.967896
	Iteration 17Q: 3 clusters Score -253544.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -253566.515625 Penalty: 763.967896
	Iteration 18Q: 3 clusters Score -253566.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -253595.640625 Penalty: 763.967896
	Iteration 19Q: 3 clusters Score -253595.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -253631.093750 Penalty: 763.967896
	Iteration 20F: 3 clusters Score -253631.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -253657.171875 Penalty: 763.967896
	Iteration 21Q: 3 clusters Score -253657.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -253694.296875 Penalty: 763.967896
	Iteration 22Q: 3 clusters Score -253694.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -253716.671875 Penalty: 763.967896
	Iteration 23Q: 3 clusters Score -253716.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -253732.687500 Penalty: 763.967896
	Iteration 24Q: 3 clusters Score -253732.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -253743.328125 Penalty: 763.967896
	Iteration 25Q: 3 clusters Score -253743.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -253751.718750 Penalty: 763.967896
	Iteration 26Q: 3 clusters Score -253751.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -253758.734375 Penalty: 763.967896
	Iteration 27Q: 3 clusters Score -253758.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -253765.265625 Penalty: 763.967896
	Iteration 28Q: 3 clusters Score -253765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -253768.703125 Penalty: 763.967896
	Iteration 29Q: 3 clusters Score -253768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -253770.531250 Penalty: 763.967896
	Iteration 30Q: 3 clusters Score -253770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -253773.718750 Penalty: 763.967896
	Iteration 31Q: 3 clusters Score -253773.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -253778.203125 Penalty: 763.967896
	Iteration 32Q: 3 clusters Score -253778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -253780.546875 Penalty: 763.967896
	Iteration 33Q: 3 clusters Score -253780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -253781.765625 Penalty: 763.967896
	Iteration 34Q: 3 clusters Score -253781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -253782.656250 Penalty: 763.967896
	Iteration 35Q: 3 clusters Score -253782.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -253782.812500 Penalty: 763.967896
	Iteration 36Q: 3 clusters Score -253782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -253784.468750 Penalty: 763.967896
	Iteration 37Q: 3 clusters Score -253784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -253785.093750 Penalty: 763.967896
	Iteration 38Q: 3 clusters Score -253785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -253785.687500 Penalty: 763.967896
	Iteration 39Q: 3 clusters Score -253785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -253785.796875 Penalty: 763.967896
	Iteration 40F: 3 clusters Score -253785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48246.761719 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48246.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47548.054688 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -47548.05 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47743.429688 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -47743.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47803.902344 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -47803.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47844.613281 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -47844.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -47869.789062 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -47869.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -47884.511719 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -47884.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47896.937500 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -47896.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47910.343750 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -47910.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47923.011719 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -47923.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -47932.082031 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -47932.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47941.386719 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -47941.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47953.062500 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -47953.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47959.035156 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -47959.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -47963.839844 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -47963.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47975.468750 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -47975.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47988.460938 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -47988.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -47998.660156 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -47998.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48003.585938 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -48003.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48009.542969 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -48009.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48016.964844 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -48016.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48036.226562 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -48036.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48057.945312 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -48057.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48082.105469 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -48082.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48099.871094 Penalty: 615.092224
	Iteration 23Q: 3 clusters Score -48099.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48113.132812 Penalty: 615.092224
	Iteration 24Q: 3 clusters Score -48113.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48119.605469 Penalty: 615.092224
	Iteration 25Q: 3 clusters Score -48119.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48120.820312 Penalty: 615.092224
	Iteration 26Q: 3 clusters Score -48120.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48121.101562 Penalty: 615.092224
	Iteration 27Q: 3 clusters Score -48121.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48121.101562 Penalty: 615.092224
	Iteration 28F: 3 clusters Score -48121.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Entering Unmasked Estep 
Score: -2169602.250000 Penalty: 480.920197
	Iteration 0F: 2 clusters Score -2169602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2143543.000000 Penalty: 961.840393
	Iteration 0F: 3 clusters Score -2143543 nChanged 18811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2156801.750000 Penalty: 961.840393
	Iteration 1F: 3 clusters Score -2156802 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -2159169.500000 Penalty: 961.840393
	Iteration 2F: 3 clusters Score -2159170 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -2161965.750000 Penalty: 961.840393
	Iteration 3F: 3 clusters Score -2161966 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -2164963.000000 Penalty: 961.840393
	Iteration 4F: 3 clusters Score -2164963 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -2167271.750000 Penalty: 961.840393
	Iteration 5F: 3 clusters Score -2167272 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -2168547.500000 Penalty: 961.840393
	Iteration 6Q: 3 clusters Score -2168548 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -2169033.500000 Penalty: 961.840393
	Iteration 7Q: 3 clusters Score -2169034 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -2169237.500000 Penalty: 961.840393
	Iteration 8Q: 3 clusters Score -2169238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -2169316.500000 Penalty: 961.840393
	Iteration 9Q: 3 clusters Score -2169316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -2169358.750000 Penalty: 961.840393
	Iteration 10Q: 3 clusters Score -2169359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -2169379.750000 Penalty: 961.840393
	Iteration 11Q: 3 clusters Score -2169380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -2169384.000000 Penalty: 961.840393
	Iteration 12Q: 3 clusters Score -2169384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -2169397.000000 Penalty: 961.840393
	Iteration 13Q: 3 clusters Score -2169397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -2169411.500000 Penalty: 961.840393
	Iteration 14Q: 3 clusters Score -2169412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -2169414.500000 Penalty: 961.840393
	Iteration 15Q: 3 clusters Score -2169414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -2169416.500000 Penalty: 961.840393
	Iteration 16Q: 3 clusters Score -2169416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -2169420.250000 Penalty: 961.840393
	Iteration 17Q: 3 clusters Score -2169420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -2169425.750000 Penalty: 961.840393
	Iteration 18Q: 3 clusters Score -2169426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -2169426.250000 Penalty: 961.840393
	Iteration 19Q: 3 clusters Score -2169426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -2169430.250000 Penalty: 961.840393
	Iteration 20F: 3 clusters Score -2169430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -2169433.500000 Penalty: 961.840393
	Iteration 21Q: 3 clusters Score -2169434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -2169439.250000 Penalty: 961.840393
	Iteration 22Q: 3 clusters Score -2169439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -2169444.750000 Penalty: 961.840393
	Iteration 23Q: 3 clusters Score -2169445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -2169446.500000 Penalty: 961.840393
	Iteration 24Q: 3 clusters Score -2169446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -2169444.750000 Penalty: 961.840393
	Iteration 25Q: 3 clusters Score -2169445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -2169445.500000 Penalty: 961.840393
	Iteration 26Q: 3 clusters Score -2169446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -2169444.750000 Penalty: 961.840393
	Iteration 27Q: 3 clusters Score -2169445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -2169446.750000 Penalty: 961.840393
	Iteration 28Q: 3 clusters Score -2169447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -2169448.750000 Penalty: 961.840393
	Iteration 29Q: 3 clusters Score -2169449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -2169448.750000 Penalty: 961.840393
	Iteration 30F: 3 clusters Score -2169449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20903.699219 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -20903.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20494.121094 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -20494.12 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20603.638672 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -20603.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20632.361328 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -20632.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20644.701172 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -20644.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20652.664062 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -20652.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20661.699219 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -20661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20667.626953 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -20667.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20670.033203 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -20670.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20672.814453 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -20672.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20676.076172 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -20676.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20676.076172 Penalty: 532.811523
	Iteration 10F: 3 clusters Score -20676.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -72708.312500 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72708.31 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73035.242188 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -73035.24 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73092.507812 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73092.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -73125.367188 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -73125.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -73153.492188 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -73153.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -73173.234375 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73173.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73193.578125 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73193.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73208.460938 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73208.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -73223.421875 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73223.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73239.492188 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73239.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73263.328125 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73263.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73286.328125 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73286.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73302.140625 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73302.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73315.585938 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73315.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73330.531250 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73330.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73340.085938 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73340.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73350.007812 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73350.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73356.757812 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73356.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73366.570312 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73366.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73377.882812 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73377.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73386.421875 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73386.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73392.500000 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73392.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73397.257812 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73397.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -73402.804688 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -73406.835938 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73406.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73411.625000 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73411.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -73415.156250 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -73415.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73415.929688 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -73415.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -73417.250000 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -73417.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -73419.789062 Penalty: 652.830200
	Iteration 29Q: 3 clusters Score -73419.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -73420.335938 Penalty: 652.830200
	Iteration 30Q: 3 clusters Score -73420.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -73420.335938 Penalty: 652.830200
	Iteration 31F: 3 clusters Score -73420.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -6356.737305 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6356.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6166.057129 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6166.057 nChanged 36
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: -6228.307617 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6228.308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6235.208496 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -6235.208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6238.440430 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6238.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6243.925293 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6243.925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6253.399902 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -6253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6257.750000 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6257.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6261.102051 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -6261.102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6266.755859 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -6266.756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6267.713379 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -6267.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6267.713379 Penalty: 444.334991
	Iteration 10F: 3 clusters Score -6267.713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -76534.453125 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -76534.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75522.890625 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -75522.89 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75793.046875 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -75793.05 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -75856.492188 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -75856.49 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -75922.250000 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -75922.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -75973.742188 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -75973.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -76019.835938 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -76019.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -76045.781250 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -76045.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -76067.515625 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -76067.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -76086.976562 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -76086.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -76109.531250 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -76109.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -76140.320312 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -76140.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -76160.875000 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -76160.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -76186.328125 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -76186.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -76207.289062 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -76207.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -76227.640625 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -76227.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -76240.195312 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -76240.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -76248.828125 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -76248.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -76254.929688 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -76254.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -76261.054688 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -76261.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -76264.781250 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -76264.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -76267.234375 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -76267.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -76270.906250 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -76270.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -76273.765625 Penalty: 656.586853
	Iteration 22Q: 3 clusters Score -76273.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -76274.468750 Penalty: 656.586853
	Iteration 23Q: 3 clusters Score -76274.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -76274.531250 Penalty: 656.586853
	Iteration 24Q: 3 clusters Score -76274.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -76274.531250 Penalty: 656.586853
	Iteration 25F: 3 clusters Score -76274.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2222.709717 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2222.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2117.366943 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2117.367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2133.785889 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2133.786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2136.533447 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2136.533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2142.475342 Penalty: 362.997559
	Iteration 3Q: 3 clusters Score -2142.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2147.438721 Penalty: 362.997559
	Iteration 4Q: 3 clusters Score -2147.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2150.755859 Penalty: 362.997559
	Iteration 5Q: 3 clusters Score -2150.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2150.850586 Penalty: 362.997559
	Iteration 6F: 3 clusters Score -2150.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2156.602295 Penalty: 362.997559
	Iteration 7Q: 3 clusters Score -2156.602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2156.602295 Penalty: 362.997559
	Iteration 8F: 3 clusters Score -2156.602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -8166.356934 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -8166.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7898.225586 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7898.226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7980.574707 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7980.575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8005.806641 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -8005.807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8020.834961 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -8020.835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8026.499512 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -8026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8033.266113 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -8033.266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8038.237793 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -8038.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8039.429199 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -8039.429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8039.945312 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -8039.945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8039.945312 Penalty: 467.357666
	Iteration 9F: 3 clusters Score -8039.945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6640.258301 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6640.258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6410.237305 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6410.237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6458.055176 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6458.055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6479.614258 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6479.614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6481.536133 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6481.536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6484.077148 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6484.077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6484.077148 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -6484.077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -14597.634766 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -14597.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14284.379883 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -14284.38 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14459.004883 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -14459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14507.321289 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -14507.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14525.884766 Penalty: 518.740356
	Iteration 3Q: 3 clusters Score -14525.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14527.638672 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -14527.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14527.638672 Penalty: 518.740356
	Iteration 5F: 3 clusters Score -14527.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -9887.875977 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -9887.876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9623.246094 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9623.246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9823.329102 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -9823.329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9942.386719 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -9942.387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9993.205078 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -9993.205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10010.311523 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10010.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10017.518555 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10017.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10020.616211 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10020.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10020.616211 Penalty: 481.690735
	Iteration 7F: 3 clusters Score -10020.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 126847 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38936 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 45 members 
Mstep: Class 19 contains 6428 members 
Mstep: Class 20 contains 13086 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 154 members 
Mstep: Class 25 contains 13012 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23064436.000000 Penalty: 16460.697266
Splitting cluster 18 changes total score from -23064600.000000 to -23064436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -348023.000000 Penalty: 398.963043
	Iteration 0F: 2 clusters Score -348023 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 3217 members 
Entering Unmasked Estep 
Score: -343852.062500 Penalty: 797.926086
	Iteration 0F: 3 clusters Score -343852.1 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -345843.281250 Penalty: 797.926086
	Iteration 1F: 3 clusters Score -345843.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -346250.093750 Penalty: 797.926086
	Iteration 2F: 3 clusters Score -346250.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -346702.656250 Penalty: 797.926086
	Iteration 3F: 3 clusters Score -346702.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -347066.593750 Penalty: 797.926086
	Iteration 4F: 3 clusters Score -347066.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -347263.312500 Penalty: 797.926086
	Iteration 5F: 3 clusters Score -347263.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -347343.750000 Penalty: 797.926086
	Iteration 6Q: 3 clusters Score -347343.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -347376.437500 Penalty: 797.926086
	Iteration 7Q: 3 clusters Score -347376.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -347392.593750 Penalty: 797.926086
	Iteration 8Q: 3 clusters Score -347392.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -347409.062500 Penalty: 797.926086
	Iteration 9Q: 3 clusters Score -347409.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -347421.843750 Penalty: 797.926086
	Iteration 10Q: 3 clusters Score -347421.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -347435.718750 Penalty: 797.926086
	Iteration 11Q: 3 clusters Score -347435.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -347450.406250 Penalty: 797.926086
	Iteration 12Q: 3 clusters Score -347450.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -347467.250000 Penalty: 797.926086
	Iteration 13Q: 3 clusters Score -347467.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -347487.500000 Penalty: 797.926086
	Iteration 14Q: 3 clusters Score -347487.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -347523.812500 Penalty: 797.926086
	Iteration 15Q: 3 clusters Score -347523.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -347552.156250 Penalty: 797.926086
	Iteration 16Q: 3 clusters Score -347552.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -347574.343750 Penalty: 797.926086
	Iteration 17Q: 3 clusters Score -347574.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -347601.312500 Penalty: 797.926086
	Iteration 18Q: 3 clusters Score -347601.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -347634.593750 Penalty: 797.926086
	Iteration 19Q: 3 clusters Score -347634.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -347673.687500 Penalty: 797.926086
	Iteration 20F: 3 clusters Score -347673.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -347703.656250 Penalty: 797.926086
	Iteration 21Q: 3 clusters Score -347703.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -347726.125000 Penalty: 797.926086
	Iteration 22Q: 3 clusters Score -347726.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -347746.062500 Penalty: 797.926086
	Iteration 23Q: 3 clusters Score -347746.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -347755.343750 Penalty: 797.926086
	Iteration 24Q: 3 clusters Score -347755.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -347762.125000 Penalty: 797.926086
	Iteration 25Q: 3 clusters Score -347762.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -347766.375000 Penalty: 797.926086
	Iteration 26Q: 3 clusters Score -347766.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -347768.437500 Penalty: 797.926086
	Iteration 27Q: 3 clusters Score -347768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -347769.812500 Penalty: 797.926086
	Iteration 28Q: 3 clusters Score -347769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -347772.062500 Penalty: 797.926086
	Iteration 29Q: 3 clusters Score -347772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -347772.218750 Penalty: 797.926086
	Iteration 30Q: 3 clusters Score -347772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -347773.406250 Penalty: 797.926086
	Iteration 31Q: 3 clusters Score -347773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -347773.593750 Penalty: 797.926086
	Iteration 32Q: 3 clusters Score -347773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -347775.281250 Penalty: 797.926086
	Iteration 33Q: 3 clusters Score -347775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -347774.843750 Penalty: 797.926086
	Iteration 34Q: 3 clusters Score -347774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -347776.062500 Penalty: 797.926086
	Iteration 35Q: 3 clusters Score -347776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -347775.812500 Penalty: 797.926086
	Iteration 36Q: 3 clusters Score -347775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -347776.250000 Penalty: 797.926086
	Iteration 37Q: 3 clusters Score -347776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -347776.968750 Penalty: 797.926086
	Iteration 38Q: 3 clusters Score -347777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -347777.031250 Penalty: 797.926086
	Iteration 39Q: 3 clusters Score -347777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -347777.031250 Penalty: 797.926086
	Iteration 40F: 3 clusters Score -347777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Entering Unmasked Estep 
Score: -769458.437500 Penalty: 431.308075
	Iteration 0F: 2 clusters Score -769458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -760843.062500 Penalty: 862.616150
	Iteration 0F: 3 clusters Score -760843.1 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -764710.312500 Penalty: 862.616150
	Iteration 1F: 3 clusters Score -764710.3 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -765351.625000 Penalty: 862.616150
	Iteration 2F: 3 clusters Score -765351.6 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -766178.312500 Penalty: 862.616150
	Iteration 3F: 3 clusters Score -766178.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -767081.187500 Penalty: 862.616150
	Iteration 4F: 3 clusters Score -767081.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -767955.625000 Penalty: 862.616150
	Iteration 5F: 3 clusters Score -767955.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -768552.500000 Penalty: 862.616150
	Iteration 6Q: 3 clusters Score -768552.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -768857.875000 Penalty: 862.616150
	Iteration 7Q: 3 clusters Score -768857.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -768952.437500 Penalty: 862.616150
	Iteration 8Q: 3 clusters Score -768952.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -769010.375000 Penalty: 862.616150
	Iteration 9Q: 3 clusters Score -769010.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -769029.437500 Penalty: 862.616150
	Iteration 10Q: 3 clusters Score -769029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -769045.437500 Penalty: 862.616150
	Iteration 11Q: 3 clusters Score -769045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -769060.687500 Penalty: 862.616150
	Iteration 12Q: 3 clusters Score -769060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -769067.000000 Penalty: 862.616150
	Iteration 13Q: 3 clusters Score -769067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -769071.250000 Penalty: 862.616150
	Iteration 14Q: 3 clusters Score -769071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -769071.375000 Penalty: 862.616150
	Iteration 15Q: 3 clusters Score -769071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -769072.250000 Penalty: 862.616150
	Iteration 16Q: 3 clusters Score -769072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -769072.250000 Penalty: 862.616150
	Iteration 17F: 3 clusters Score -769072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -50541.445312 Penalty: 313.522736
	Iteration 0F: 2 clusters Score -50541.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -49754.800781 Penalty: 627.045471
	Iteration 0F: 3 clusters Score -49754.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -50083.058594 Penalty: 627.045471
	Iteration 1F: 3 clusters Score -50083.06 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -50208.105469 Penalty: 627.045471
	Iteration 2F: 3 clusters Score -50208.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -50279.785156 Penalty: 627.045471
	Iteration 3F: 3 clusters Score -50279.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -50333.875000 Penalty: 627.045471
	Iteration 4F: 3 clusters Score -50333.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -50388.617188 Penalty: 627.045471
	Iteration 5Q: 3 clusters Score -50388.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -50419.519531 Penalty: 627.045471
	Iteration 6Q: 3 clusters Score -50419.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -50438.226562 Penalty: 627.045471
	Iteration 7Q: 3 clusters Score -50438.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -50455.218750 Penalty: 627.045471
	Iteration 8Q: 3 clusters Score -50455.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -50462.539062 Penalty: 627.045471
	Iteration 9Q: 3 clusters Score -50462.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -50466.027344 Penalty: 627.045471
	Iteration 10Q: 3 clusters Score -50466.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -50467.968750 Penalty: 627.045471
	Iteration 11Q: 3 clusters Score -50467.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -50470.015625 Penalty: 627.045471
	Iteration 12Q: 3 clusters Score -50470.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -50470.664062 Penalty: 627.045471
	Iteration 13Q: 3 clusters Score -50470.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -50470.664062 Penalty: 627.045471
	Iteration 14F: 3 clusters Score -50470.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -225357.500000 Penalty: 376.622253
	Iteration 0F: 2 clusters Score -225357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -222643.078125 Penalty: 753.244507
	Iteration 0F: 3 clusters Score -222643.1 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -223617.484375 Penalty: 753.244507
	Iteration 1F: 3 clusters Score -223617.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -223732.703125 Penalty: 753.244507
	Iteration 2F: 3 clusters Score -223732.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -223852.312500 Penalty: 753.244507
	Iteration 3F: 3 clusters Score -223852.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -223971.812500 Penalty: 753.244507
	Iteration 4F: 3 clusters Score -223971.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -224097.250000 Penalty: 753.244507
	Iteration 5Q: 3 clusters Score -224097.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -224262.234375 Penalty: 753.244507
	Iteration 6F: 3 clusters Score -224262.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -224411.218750 Penalty: 753.244507
	Iteration 7F: 3 clusters Score -224411.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -224564.281250 Penalty: 753.244507
	Iteration 8Q: 3 clusters Score -224564.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -224717.578125 Penalty: 753.244507
	Iteration 9Q: 3 clusters Score -224717.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -224858.234375 Penalty: 753.244507
	Iteration 10Q: 3 clusters Score -224858.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -224933.562500 Penalty: 753.244507
	Iteration 11Q: 3 clusters Score -224933.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -224960.046875 Penalty: 753.244507
	Iteration 12Q: 3 clusters Score -224960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -224976.484375 Penalty: 753.244507
	Iteration 13Q: 3 clusters Score -224976.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -224990.625000 Penalty: 753.244507
	Iteration 14Q: 3 clusters Score -224990.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -225007.390625 Penalty: 753.244507
	Iteration 15Q: 3 clusters Score -225007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -225016.093750 Penalty: 753.244507
	Iteration 16Q: 3 clusters Score -225016.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -225028.828125 Penalty: 753.244507
	Iteration 17Q: 3 clusters Score -225028.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -225042.281250 Penalty: 753.244507
	Iteration 18Q: 3 clusters Score -225042.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -225052.687500 Penalty: 753.244507
	Iteration 19Q: 3 clusters Score -225052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -225058.062500 Penalty: 753.244507
	Iteration 20F: 3 clusters Score -225058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -225064.109375 Penalty: 753.244507
	Iteration 21Q: 3 clusters Score -225064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -225069.718750 Penalty: 753.244507
	Iteration 22Q: 3 clusters Score -225069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -225072.937500 Penalty: 753.244507
	Iteration 23Q: 3 clusters Score -225072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -225073.500000 Penalty: 753.244507
	Iteration 24Q: 3 clusters Score -225073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -225073.500000 Penalty: 753.244507
	Iteration 25F: 3 clusters Score -225073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -58449.042969 Penalty: 313.430054
	Iteration 0F: 2 clusters Score -58449.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57641.320312 Penalty: 626.860107
	Iteration 0F: 3 clusters Score -57641.32 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57882.496094 Penalty: 626.860107
	Iteration 1F: 3 clusters Score -57882.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -57951.425781 Penalty: 626.860107
	Iteration 2F: 3 clusters Score -57951.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -58037.152344 Penalty: 626.860107
	Iteration 3F: 3 clusters Score -58037.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58156.503906 Penalty: 626.860107
	Iteration 4F: 3 clusters Score -58156.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -58238.144531 Penalty: 626.860107
	Iteration 5F: 3 clusters Score -58238.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58272.695312 Penalty: 626.860107
	Iteration 6F: 3 clusters Score -58272.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58287.230469 Penalty: 626.860107
	Iteration 7Q: 3 clusters Score -58287.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58299.691406 Penalty: 626.860107
	Iteration 8Q: 3 clusters Score -58299.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58310.531250 Penalty: 626.860107
	Iteration 9Q: 3 clusters Score -58310.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58320.394531 Penalty: 626.860107
	Iteration 10Q: 3 clusters Score -58320.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -58325.859375 Penalty: 626.860107
	Iteration 11Q: 3 clusters Score -58325.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58334.519531 Penalty: 626.860107
	Iteration 12Q: 3 clusters Score -58334.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -58340.960938 Penalty: 626.860107
	Iteration 13Q: 3 clusters Score -58340.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58347.550781 Penalty: 626.860107
	Iteration 14Q: 3 clusters Score -58347.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -58353.441406 Penalty: 626.860107
	Iteration 15Q: 3 clusters Score -58353.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58360.429688 Penalty: 626.860107
	Iteration 16Q: 3 clusters Score -58360.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -58364.515625 Penalty: 626.860107
	Iteration 17Q: 3 clusters Score -58364.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58367.324219 Penalty: 626.860107
	Iteration 18Q: 3 clusters Score -58367.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58368.308594 Penalty: 626.860107
	Iteration 19Q: 3 clusters Score -58368.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58369.167969 Penalty: 626.860107
	Iteration 20F: 3 clusters Score -58369.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58369.550781 Penalty: 626.860107
	Iteration 21Q: 3 clusters Score -58369.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58369.933594 Penalty: 626.860107
	Iteration 22Q: 3 clusters Score -58369.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58369.933594 Penalty: 626.860107
	Iteration 23F: 3 clusters Score -58369.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -810235.187500 Penalty: 431.050018
	Iteration 0F: 2 clusters Score -810235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -801488.000000 Penalty: 862.100037
	Iteration 0F: 3 clusters Score -801488 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -804961.812500 Penalty: 862.100037
	Iteration 1F: 3 clusters Score -804961.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -805180.687500 Penalty: 862.100037
	Iteration 2Q: 3 clusters Score -805180.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -805450.187500 Penalty: 862.100037
	Iteration 3Q: 3 clusters Score -805450.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -805788.375000 Penalty: 862.100037
	Iteration 4Q: 3 clusters Score -805788.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -806271.562500 Penalty: 862.100037
	Iteration 5F: 3 clusters Score -806271.6 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -806876.062500 Penalty: 862.100037
	Iteration 6F: 3 clusters Score -806876.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -807487.312500 Penalty: 862.100037
	Iteration 7F: 3 clusters Score -807487.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -807880.187500 Penalty: 862.100037
	Iteration 8F: 3 clusters Score -807880.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -808038.687500 Penalty: 862.100037
	Iteration 9Q: 3 clusters Score -808038.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -808121.000000 Penalty: 862.100037
	Iteration 10Q: 3 clusters Score -808121 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -808176.625000 Penalty: 862.100037
	Iteration 11Q: 3 clusters Score -808176.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -808228.875000 Penalty: 862.100037
	Iteration 12Q: 3 clusters Score -808228.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -808275.187500 Penalty: 862.100037
	Iteration 13Q: 3 clusters Score -808275.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -808318.250000 Penalty: 862.100037
	Iteration 14Q: 3 clusters Score -808318.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -808360.125000 Penalty: 862.100037
	Iteration 15Q: 3 clusters Score -808360.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -808397.625000 Penalty: 862.100037
	Iteration 16Q: 3 clusters Score -808397.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -808428.625000 Penalty: 862.100037
	Iteration 17Q: 3 clusters Score -808428.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -808457.312500 Penalty: 862.100037
	Iteration 18Q: 3 clusters Score -808457.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -808489.937500 Penalty: 862.100037
	Iteration 19Q: 3 clusters Score -808489.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -808515.625000 Penalty: 862.100037
	Iteration 20F: 3 clusters Score -808515.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -808539.687500 Penalty: 862.100037
	Iteration 21Q: 3 clusters Score -808539.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -808561.875000 Penalty: 862.100037
	Iteration 22Q: 3 clusters Score -808561.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -808579.812500 Penalty: 862.100037
	Iteration 23Q: 3 clusters Score -808579.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -808597.437500 Penalty: 862.100037
	Iteration 24Q: 3 clusters Score -808597.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -808618.125000 Penalty: 862.100037
	Iteration 25Q: 3 clusters Score -808618.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -808642.937500 Penalty: 862.100037
	Iteration 26Q: 3 clusters Score -808642.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -808672.125000 Penalty: 862.100037
	Iteration 27Q: 3 clusters Score -808672.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -808699.250000 Penalty: 862.100037
	Iteration 28Q: 3 clusters Score -808699.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -808719.125000 Penalty: 862.100037
	Iteration 29Q: 3 clusters Score -808719.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -808739.437500 Penalty: 862.100037
	Iteration 30Q: 3 clusters Score -808739.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -808759.125000 Penalty: 862.100037
	Iteration 31Q: 3 clusters Score -808759.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -808778.375000 Penalty: 862.100037
	Iteration 32Q: 3 clusters Score -808778.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -808798.687500 Penalty: 862.100037
	Iteration 33Q: 3 clusters Score -808798.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -808812.312500 Penalty: 862.100037
	Iteration 34Q: 3 clusters Score -808812.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -808826.937500 Penalty: 862.100037
	Iteration 35Q: 3 clusters Score -808826.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -808845.875000 Penalty: 862.100037
	Iteration 36Q: 3 clusters Score -808845.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -808860.875000 Penalty: 862.100037
	Iteration 37Q: 3 clusters Score -808860.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -808871.937500 Penalty: 862.100037
	Iteration 38Q: 3 clusters Score -808871.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -808884.750000 Penalty: 862.100037
	Iteration 39Q: 3 clusters Score -808884.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -808899.875000 Penalty: 862.100037
	Iteration 40F: 3 clusters Score -808899.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -808914.187500 Penalty: 862.100037
	Iteration 41Q: 3 clusters Score -808914.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -808926.187500 Penalty: 862.100037
	Iteration 42Q: 3 clusters Score -808926.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -808940.000000 Penalty: 862.100037
	Iteration 43Q: 3 clusters Score -808940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -808953.500000 Penalty: 862.100037
	Iteration 44Q: 3 clusters Score -808953.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -808963.437500 Penalty: 862.100037
	Iteration 45Q: 3 clusters Score -808963.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -808974.750000 Penalty: 862.100037
	Iteration 46Q: 3 clusters Score -808974.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -808983.125000 Penalty: 862.100037
	Iteration 47Q: 3 clusters Score -808983.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -808990.812500 Penalty: 862.100037
	Iteration 48Q: 3 clusters Score -808990.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -808997.250000 Penalty: 862.100037
	Iteration 49Q: 3 clusters Score -808997.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -809003.937500 Penalty: 862.100037
	Iteration 50Q: 3 clusters Score -809003.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -809011.750000 Penalty: 862.100037
	Iteration 51Q: 3 clusters Score -809011.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -809019.875000 Penalty: 862.100037
	Iteration 52Q: 3 clusters Score -809019.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -809031.625000 Penalty: 862.100037
	Iteration 53Q: 3 clusters Score -809031.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -809037.500000 Penalty: 862.100037
	Iteration 54Q: 3 clusters Score -809037.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -809049.000000 Penalty: 862.100037
	Iteration 55Q: 3 clusters Score -809049 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -809059.500000 Penalty: 862.100037
	Iteration 56Q: 3 clusters Score -809059.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -809068.062500 Penalty: 862.100037
	Iteration 57Q: 3 clusters Score -809068.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -809072.750000 Penalty: 862.100037
	Iteration 58Q: 3 clusters Score -809072.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -809080.625000 Penalty: 862.100037
	Iteration 59Q: 3 clusters Score -809080.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -809096.937500 Penalty: 862.100037
	Iteration 60F: 3 clusters Score -809096.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -809106.375000 Penalty: 862.100037
	Iteration 61Q: 3 clusters Score -809106.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -809124.312500 Penalty: 862.100037
	Iteration 62Q: 3 clusters Score -809124.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -809148.937500 Penalty: 862.100037
	Iteration 63Q: 3 clusters Score -809148.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -809165.937500 Penalty: 862.100037
	Iteration 64Q: 3 clusters Score -809165.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -809182.250000 Penalty: 862.100037
	Iteration 65Q: 3 clusters Score -809182.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -809196.937500 Penalty: 862.100037
	Iteration 66Q: 3 clusters Score -809196.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -809211.500000 Penalty: 862.100037
	Iteration 67Q: 3 clusters Score -809211.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -809219.187500 Penalty: 862.100037
	Iteration 68Q: 3 clusters Score -809219.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -809229.187500 Penalty: 862.100037
	Iteration 69Q: 3 clusters Score -809229.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -809238.125000 Penalty: 862.100037
	Iteration 70Q: 3 clusters Score -809238.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -809249.500000 Penalty: 862.100037
	Iteration 71Q: 3 clusters Score -809249.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -809256.687500 Penalty: 862.100037
	Iteration 72Q: 3 clusters Score -809256.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -809267.750000 Penalty: 862.100037
	Iteration 73Q: 3 clusters Score -809267.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -809279.750000 Penalty: 862.100037
	Iteration 74Q: 3 clusters Score -809279.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -809292.750000 Penalty: 862.100037
	Iteration 75Q: 3 clusters Score -809292.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -809307.562500 Penalty: 862.100037
	Iteration 76Q: 3 clusters Score -809307.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -809322.250000 Penalty: 862.100037
	Iteration 77Q: 3 clusters Score -809322.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -809333.125000 Penalty: 862.100037
	Iteration 78Q: 3 clusters Score -809333.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -809354.812500 Penalty: 862.100037
	Iteration 79Q: 3 clusters Score -809354.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -809372.937500 Penalty: 862.100037
	Iteration 80F: 3 clusters Score -809372.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -809387.625000 Penalty: 862.100037
	Iteration 81Q: 3 clusters Score -809387.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -809408.125000 Penalty: 862.100037
	Iteration 82Q: 3 clusters Score -809408.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -809425.437500 Penalty: 862.100037
	Iteration 83Q: 3 clusters Score -809425.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -809443.000000 Penalty: 862.100037
	Iteration 84Q: 3 clusters Score -809443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -809460.187500 Penalty: 862.100037
	Iteration 85Q: 3 clusters Score -809460.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -809475.187500 Penalty: 862.100037
	Iteration 86Q: 3 clusters Score -809475.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -809492.875000 Penalty: 862.100037
	Iteration 87Q: 3 clusters Score -809492.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -809509.000000 Penalty: 862.100037
	Iteration 88Q: 3 clusters Score -809509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -809531.875000 Penalty: 862.100037
	Iteration 89Q: 3 clusters Score -809531.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -809551.500000 Penalty: 862.100037
	Iteration 90Q: 3 clusters Score -809551.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -809573.750000 Penalty: 862.100037
	Iteration 91Q: 3 clusters Score -809573.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -809597.000000 Penalty: 862.100037
	Iteration 92Q: 3 clusters Score -809597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -809618.687500 Penalty: 862.100037
	Iteration 93Q: 3 clusters Score -809618.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -809634.250000 Penalty: 862.100037
	Iteration 94Q: 3 clusters Score -809634.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -809645.250000 Penalty: 862.100037
	Iteration 95Q: 3 clusters Score -809645.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -809656.125000 Penalty: 862.100037
	Iteration 96Q: 3 clusters Score -809656.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -809669.937500 Penalty: 862.100037
	Iteration 97Q: 3 clusters Score -809669.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -809676.250000 Penalty: 862.100037
	Iteration 98Q: 3 clusters Score -809676.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -809683.562500 Penalty: 862.100037
	Iteration 99Q: 3 clusters Score -809683.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -809691.125000 Penalty: 862.100037
	Iteration 100F: 3 clusters Score -809691.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -809696.125000 Penalty: 862.100037
	Iteration 101Q: 3 clusters Score -809696.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -809704.625000 Penalty: 862.100037
	Iteration 102Q: 3 clusters Score -809704.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -809713.250000 Penalty: 862.100037
	Iteration 103Q: 3 clusters Score -809713.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -809717.750000 Penalty: 862.100037
	Iteration 104Q: 3 clusters Score -809717.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -809727.000000 Penalty: 862.100037
	Iteration 105Q: 3 clusters Score -809727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -809735.562500 Penalty: 862.100037
	Iteration 106Q: 3 clusters Score -809735.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -809745.250000 Penalty: 862.100037
	Iteration 107Q: 3 clusters Score -809745.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -809756.250000 Penalty: 862.100037
	Iteration 108Q: 3 clusters Score -809756.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -809764.687500 Penalty: 862.100037
	Iteration 109Q: 3 clusters Score -809764.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -809769.812500 Penalty: 862.100037
	Iteration 110Q: 3 clusters Score -809769.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -809778.437500 Penalty: 862.100037
	Iteration 111Q: 3 clusters Score -809778.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -809787.687500 Penalty: 862.100037
	Iteration 112Q: 3 clusters Score -809787.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -809797.187500 Penalty: 862.100037
	Iteration 113Q: 3 clusters Score -809797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -809807.125000 Penalty: 862.100037
	Iteration 114Q: 3 clusters Score -809807.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -809816.562500 Penalty: 862.100037
	Iteration 115Q: 3 clusters Score -809816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -809824.750000 Penalty: 862.100037
	Iteration 116Q: 3 clusters Score -809824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -809831.187500 Penalty: 862.100037
	Iteration 117Q: 3 clusters Score -809831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -809834.000000 Penalty: 862.100037
	Iteration 118Q: 3 clusters Score -809834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -809836.750000 Penalty: 862.100037
	Iteration 119Q: 3 clusters Score -809836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -809838.500000 Penalty: 862.100037
	Iteration 120F: 3 clusters Score -809838.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -809843.062500 Penalty: 862.100037
	Iteration 121Q: 3 clusters Score -809843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -809846.500000 Penalty: 862.100037
	Iteration 122Q: 3 clusters Score -809846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -809850.000000 Penalty: 862.100037
	Iteration 123Q: 3 clusters Score -809850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -809851.937500 Penalty: 862.100037
	Iteration 124Q: 3 clusters Score -809851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -809853.562500 Penalty: 862.100037
	Iteration 125Q: 3 clusters Score -809853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -809855.875000 Penalty: 862.100037
	Iteration 126Q: 3 clusters Score -809855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -809858.812500 Penalty: 862.100037
	Iteration 127Q: 3 clusters Score -809858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -809865.125000 Penalty: 862.100037
	Iteration 128Q: 3 clusters Score -809865.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -809871.625000 Penalty: 862.100037
	Iteration 129Q: 3 clusters Score -809871.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -809874.625000 Penalty: 862.100037
	Iteration 130Q: 3 clusters Score -809874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -809876.500000 Penalty: 862.100037
	Iteration 131Q: 3 clusters Score -809876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -809877.000000 Penalty: 862.100037
	Iteration 132Q: 3 clusters Score -809877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -809876.500000 Penalty: 862.100037
	Iteration 133Q: 3 clusters Score -809876.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -809879.937500 Penalty: 862.100037
	Iteration 134Q: 3 clusters Score -809879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -809881.250000 Penalty: 862.100037
	Iteration 135Q: 3 clusters Score -809881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -809881.687500 Penalty: 862.100037
	Iteration 136Q: 3 clusters Score -809881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -809881.937500 Penalty: 862.100037
	Iteration 137Q: 3 clusters Score -809881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -809884.187500 Penalty: 862.100037
	Iteration 138Q: 3 clusters Score -809884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -809885.625000 Penalty: 862.100037
	Iteration 139Q: 3 clusters Score -809885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -809885.187500 Penalty: 862.100037
	Iteration 140F: 3 clusters Score -809885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -809885.875000 Penalty: 862.100037
	Iteration 141Q: 3 clusters Score -809885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -809886.312500 Penalty: 862.100037
	Iteration 142Q: 3 clusters Score -809886.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -809886.312500 Penalty: 862.100037
	Iteration 143F: 3 clusters Score -809886.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Entering Unmasked Estep 
Score: -1715.181030 Penalty: 172.180634
	Iteration 0F: 2 clusters Score -1715.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -1592.197388 Penalty: 344.361267
	Iteration 0F: 3 clusters Score -1592.197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1601.511963 Penalty: 344.361267
	Iteration 1Q: 3 clusters Score -1601.512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1601.511963 Penalty: 344.361267
	Iteration 2F: 3 clusters Score -1601.512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -37959.246094 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -37959.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37340.925781 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -37340.93 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37534.714844 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -37534.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37588.746094 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -37588.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37628.441406 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -37628.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37678.835938 Penalty: 594.177124
	Iteration 4F: 3 clusters Score -37678.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37733.988281 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -37733.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37785.312500 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -37785.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37806.496094 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -37806.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37832.015625 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -37832.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37856.132812 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -37856.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37868.023438 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -37868.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37885.062500 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -37885.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37905.531250 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -37905.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37916.675781 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -37916.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37922.972656 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -37922.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37925.429688 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -37925.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37928.132812 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -37928.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37934.230469 Penalty: 594.177124
	Iteration 17Q: 3 clusters Score -37934.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37936.113281 Penalty: 594.177124
	Iteration 18Q: 3 clusters Score -37936.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37937.214844 Penalty: 594.177124
	Iteration 19Q: 3 clusters Score -37937.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37937.761719 Penalty: 594.177124
	Iteration 20F: 3 clusters Score -37937.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7034.390137 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7034.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6803.708008 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6803.708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6888.520508 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6888.521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6904.554199 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6904.554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6909.652344 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6909.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6909.652344 Penalty: 449.689453
	Iteration 4F: 3 clusters Score -6909.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 126847 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38936 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6428 members 
Mstep: Class 20 contains 13086 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 13012 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064646.000000 Penalty: 15872.815430
Iteration 319Q: 28 clusters Score -2.306465e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 12740 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 126816 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38924 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 13065 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064648.000000 Penalty: 15872.815430
Iteration 320F: 28 clusters Score -2.306465e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165589 members 
Mstep: Class 2 contains 12740 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7457 members 
Mstep: Class 6 contains 126792 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38902 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 13117 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064654.000000 Penalty: 15872.815430
Iteration 321Q: 28 clusters Score -2.306465e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165606 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 126775 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38880 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6410 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 13170 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064626.000000 Penalty: 15872.815430
Iteration 322Q: 28 clusters Score -2.306463e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 12738 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7450 members 
Mstep: Class 6 contains 126755 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38854 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064620.000000 Penalty: 15872.815430
Iteration 323Q: 28 clusters Score -2.306462e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165646 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 126740 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38830 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6397 members 
Mstep: Class 20 contains 13005 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 13271 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064612.000000 Penalty: 15872.815430
Iteration 324Q: 28 clusters Score -2.306461e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 126722 members 
Mstep: Class 7 contains 4430 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38818 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 12996 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064674.000000 Penalty: 15872.815430
Iteration 325Q: 28 clusters Score -2.306467e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7442 members 
Mstep: Class 6 contains 126721 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38812 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 13364 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064680.000000 Penalty: 15872.815430
Iteration 326Q: 28 clusters Score -2.306468e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 12731 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7435 members 
Mstep: Class 6 contains 126725 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38798 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6366 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 13403 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064702.000000 Penalty: 15872.815430
Iteration 327Q: 28 clusters Score -2.30647e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 12732 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 126719 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38801 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064746.000000 Penalty: 15872.815430
Iteration 328Q: 28 clusters Score -2.306475e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 126724 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38791 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6342 members 
Mstep: Class 20 contains 12949 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13471 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064768.000000 Penalty: 15872.815430
Iteration 329Q: 28 clusters Score -2.306477e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7418 members 
Mstep: Class 6 contains 126709 members 
Mstep: Class 7 contains 4434 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38788 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 12932 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13509 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064748.000000 Penalty: 15872.815430
Iteration 330Q: 28 clusters Score -2.306475e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7412 members 
Mstep: Class 6 contains 126710 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38783 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6334 members 
Mstep: Class 20 contains 12919 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13545 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064826.000000 Penalty: 15872.815430
Iteration 331Q: 28 clusters Score -2.306483e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 12728 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7405 members 
Mstep: Class 6 contains 126708 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38773 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6329 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13583 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064810.000000 Penalty: 15872.815430
Iteration 332Q: 28 clusters Score -2.306481e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 12728 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 126691 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38766 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6321 members 
Mstep: Class 20 contains 12905 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13624 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064838.000000 Penalty: 15872.815430
Iteration 333Q: 28 clusters Score -2.306484e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165650 members 
Mstep: Class 2 contains 12728 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 126682 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38760 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6312 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13666 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064874.000000 Penalty: 15872.815430
Iteration 334Q: 28 clusters Score -2.306487e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 12724 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 126676 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38749 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6308 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13707 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064932.000000 Penalty: 15872.815430
Iteration 335Q: 28 clusters Score -2.306493e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165621 members 
Mstep: Class 2 contains 12721 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 126666 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38741 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6304 members 
Mstep: Class 20 contains 12899 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13749 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064918.000000 Penalty: 15872.815430
Iteration 336Q: 28 clusters Score -2.306492e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7393 members 
Mstep: Class 6 contains 126663 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38734 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6299 members 
Mstep: Class 20 contains 12895 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13793 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064920.000000 Penalty: 15872.815430
Iteration 337Q: 28 clusters Score -2.306492e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 12712 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 126654 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38726 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6297 members 
Mstep: Class 20 contains 12896 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13841 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064952.000000 Penalty: 15872.815430
Iteration 338Q: 28 clusters Score -2.306495e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165571 members 
Mstep: Class 2 contains 12709 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7388 members 
Mstep: Class 6 contains 126642 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38715 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6295 members 
Mstep: Class 20 contains 12895 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3895 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13896 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064948.000000 Penalty: 15872.815430
Iteration 339Q: 28 clusters Score -2.306495e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 12703 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 126628 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38703 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6293 members 
Mstep: Class 20 contains 12891 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3891 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 13948 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064940.000000 Penalty: 15872.815430
Iteration 340F: 28 clusters Score -2.306494e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7387 members 
Mstep: Class 6 contains 126618 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38697 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6290 members 
Mstep: Class 20 contains 12886 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14003 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064972.000000 Penalty: 15872.815430
Iteration 341Q: 28 clusters Score -2.306497e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165544 members 
Mstep: Class 2 contains 12702 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 126599 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38684 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6286 members 
Mstep: Class 20 contains 12871 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3889 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14049 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064976.000000 Penalty: 15872.815430
Iteration 342Q: 28 clusters Score -2.306498e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 12703 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 126580 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38675 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 12856 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14105 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064974.000000 Penalty: 15872.815430
Iteration 343Q: 28 clusters Score -2.306497e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165534 members 
Mstep: Class 2 contains 12702 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 126560 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14156 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23064950.000000 Penalty: 15872.815430
Iteration 344Q: 28 clusters Score -2.306495e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 12702 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 126529 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 20 contains 12832 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14228 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065012.000000 Penalty: 15872.815430
Iteration 345Q: 28 clusters Score -2.306501e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 12702 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 126481 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38673 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065000.000000 Penalty: 15872.815430
Iteration 346Q: 28 clusters Score -2.3065e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 12698 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 126461 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38666 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6268 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3875 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14367 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065042.000000 Penalty: 15872.815430
Iteration 347Q: 28 clusters Score -2.306504e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 126439 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38660 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 12794 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14418 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065116.000000 Penalty: 15872.815430
Iteration 348Q: 28 clusters Score -2.306512e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 12686 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7370 members 
Mstep: Class 6 contains 126412 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38657 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12774 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14464 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065142.000000 Penalty: 15872.815430
Iteration 349Q: 28 clusters Score -2.306514e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165508 members 
Mstep: Class 2 contains 12684 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 126378 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38653 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12760 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3878 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14512 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065184.000000 Penalty: 15872.815430
Iteration 350Q: 28 clusters Score -2.306518e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7376 members 
Mstep: Class 6 contains 126370 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38643 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12741 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 14554 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065186.000000 Penalty: 15872.815430
Iteration 351Q: 28 clusters Score -2.306519e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 126356 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38624 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 14592 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065204.000000 Penalty: 15872.815430
Iteration 352Q: 28 clusters Score -2.30652e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 12686 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 126340 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38608 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12719 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 14637 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065196.000000 Penalty: 15872.815430
Iteration 353Q: 28 clusters Score -2.30652e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 12682 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7382 members 
Mstep: Class 6 contains 126324 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38593 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 14682 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065222.000000 Penalty: 15872.815430
Iteration 354Q: 28 clusters Score -2.306522e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 12676 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 126326 members 
Mstep: Class 7 contains 4420 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38586 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6267 members 
Mstep: Class 20 contains 12696 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 14724 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065250.000000 Penalty: 15872.815430
Iteration 355Q: 28 clusters Score -2.306525e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 12674 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 126307 members 
Mstep: Class 7 contains 4415 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38583 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12686 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 14776 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065282.000000 Penalty: 15872.815430
Iteration 356Q: 28 clusters Score -2.306528e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165451 members 
Mstep: Class 2 contains 12668 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 126295 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38573 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12678 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 14835 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065320.000000 Penalty: 15872.815430
Iteration 357Q: 28 clusters Score -2.306532e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 12668 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 126277 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38567 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12665 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 14896 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065340.000000 Penalty: 15872.815430
Iteration 358Q: 28 clusters Score -2.306534e+07 nChanged 154
Entering ConstructFrom: 
Score: -23065340.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (165417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Entering Unmasked Estep 
Score: -9675070.000000 Penalty: 546.738220
	Iteration 0F: 2 clusters Score -9675070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -9568811.000000 Penalty: 1093.476440
	Iteration 0F: 3 clusters Score -9568811 nChanged 81654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -9621299.000000 Penalty: 1093.476440
	Iteration 1F: 3 clusters Score -9621299 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -9624854.000000 Penalty: 1093.476440
	Iteration 2Q: 3 clusters Score -9624854 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -9629878.000000 Penalty: 1093.476440
	Iteration 3F: 3 clusters Score -9629878 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -9636672.000000 Penalty: 1093.476440
	Iteration 4F: 3 clusters Score -9636672 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -9644189.000000 Penalty: 1093.476440
	Iteration 5F: 3 clusters Score -9644189 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -9648990.000000 Penalty: 1093.476440
	Iteration 6F: 3 clusters Score -9648990 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -9650856.000000 Penalty: 1093.476440
	Iteration 7Q: 3 clusters Score -9650856 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -9651556.000000 Penalty: 1093.476440
	Iteration 8Q: 3 clusters Score -9651556 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -9651871.000000 Penalty: 1093.476440
	Iteration 9Q: 3 clusters Score -9651871 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -9652165.000000 Penalty: 1093.476440
	Iteration 10Q: 3 clusters Score -9652165 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -9652491.000000 Penalty: 1093.476440
	Iteration 11Q: 3 clusters Score -9652491 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -9652874.000000 Penalty: 1093.476440
	Iteration 12Q: 3 clusters Score -9652874 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -9653226.000000 Penalty: 1093.476440
	Iteration 13Q: 3 clusters Score -9653226 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -9653670.000000 Penalty: 1093.476440
	Iteration 14Q: 3 clusters Score -9653670 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -9654140.000000 Penalty: 1093.476440
	Iteration 15Q: 3 clusters Score -9654140 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 108493 members 
Entering Unmasked Estep 
Score: -9654660.000000 Penalty: 1093.476440
	Iteration 16Q: 3 clusters Score -9654660 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -9655186.000000 Penalty: 1093.476440
	Iteration 17Q: 3 clusters Score -9655186 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 113106 members 
Entering Unmasked Estep 
Score: -9655846.000000 Penalty: 1093.476440
	Iteration 18Q: 3 clusters Score -9655846 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 115589 members 
Entering Unmasked Estep 
Score: -9656552.000000 Penalty: 1093.476440
	Iteration 19Q: 3 clusters Score -9656552 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -9657387.000000 Penalty: 1093.476440
	Iteration 20F: 3 clusters Score -9657387 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 120993 members 
Entering Unmasked Estep 
Score: -9658271.000000 Penalty: 1093.476440
	Iteration 21Q: 3 clusters Score -9658271 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 123903 members 
Entering Unmasked Estep 
Score: -9659277.000000 Penalty: 1093.476440
	Iteration 22Q: 3 clusters Score -9659277 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -9660380.000000 Penalty: 1093.476440
	Iteration 23Q: 3 clusters Score -9660380 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 130121 members 
Entering Unmasked Estep 
Score: -9661677.000000 Penalty: 1093.476440
	Iteration 24Q: 3 clusters Score -9661677 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 133249 members 
Entering Unmasked Estep 
Score: -9662860.000000 Penalty: 1093.476440
	Iteration 25Q: 3 clusters Score -9662860 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -9663944.000000 Penalty: 1093.476440
	Iteration 26Q: 3 clusters Score -9663944 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 138775 members 
Entering Unmasked Estep 
Score: -9665056.000000 Penalty: 1093.476440
	Iteration 27Q: 3 clusters Score -9665056 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 141169 members 
Entering Unmasked Estep 
Score: -9666012.000000 Penalty: 1093.476440
	Iteration 28Q: 3 clusters Score -9666012 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 143338 members 
Entering Unmasked Estep 
Score: -9666730.000000 Penalty: 1093.476440
	Iteration 29Q: 3 clusters Score -9666730 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -9667554.000000 Penalty: 1093.476440
	Iteration 30Q: 3 clusters Score -9667554 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 147047 members 
Entering Unmasked Estep 
Score: -9668279.000000 Penalty: 1093.476440
	Iteration 31Q: 3 clusters Score -9668279 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 148603 members 
Entering Unmasked Estep 
Score: -9668757.000000 Penalty: 1093.476440
	Iteration 32Q: 3 clusters Score -9668757 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 150009 members 
Entering Unmasked Estep 
Score: -9669245.000000 Penalty: 1093.476440
	Iteration 33Q: 3 clusters Score -9669245 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -9669793.000000 Penalty: 1093.476440
	Iteration 34Q: 3 clusters Score -9669793 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 152275 members 
Entering Unmasked Estep 
Score: -9670160.000000 Penalty: 1093.476440
	Iteration 35Q: 3 clusters Score -9670160 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -9670366.000000 Penalty: 1093.476440
	Iteration 36Q: 3 clusters Score -9670366 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -9670614.000000 Penalty: 1093.476440
	Iteration 37Q: 3 clusters Score -9670614 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -9670834.000000 Penalty: 1093.476440
	Iteration 38Q: 3 clusters Score -9670834 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 155664 members 
Entering Unmasked Estep 
Score: -9671084.000000 Penalty: 1093.476440
	Iteration 39Q: 3 clusters Score -9671084 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -9671210.000000 Penalty: 1093.476440
	Iteration 40F: 3 clusters Score -9671210 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -9671408.000000 Penalty: 1093.476440
	Iteration 41Q: 3 clusters Score -9671408 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 157656 members 
Entering Unmasked Estep 
Score: -9671580.000000 Penalty: 1093.476440
	Iteration 42Q: 3 clusters Score -9671580 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 158254 members 
Entering Unmasked Estep 
Score: -9671740.000000 Penalty: 1093.476440
	Iteration 43Q: 3 clusters Score -9671740 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
Score: -9671950.000000 Penalty: 1093.476440
	Iteration 44Q: 3 clusters Score -9671950 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -9672128.000000 Penalty: 1093.476440
	Iteration 45Q: 3 clusters Score -9672128 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -9672366.000000 Penalty: 1093.476440
	Iteration 46Q: 3 clusters Score -9672366 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -9672602.000000 Penalty: 1093.476440
	Iteration 47Q: 3 clusters Score -9672602 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -9672805.000000 Penalty: 1093.476440
	Iteration 48Q: 3 clusters Score -9672805 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -9673098.000000 Penalty: 1093.476440
	Iteration 49Q: 3 clusters Score -9673098 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 161891 members 
Entering Unmasked Estep 
Score: -9673336.000000 Penalty: 1093.476440
	Iteration 50Q: 3 clusters Score -9673336 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 162296 members 
Entering Unmasked Estep 
Score: -9673573.000000 Penalty: 1093.476440
	Iteration 51Q: 3 clusters Score -9673573 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 162650 members 
Entering Unmasked Estep 
Score: -9673783.000000 Penalty: 1093.476440
	Iteration 52Q: 3 clusters Score -9673783 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 162941 members 
Entering Unmasked Estep 
Score: -9673901.000000 Penalty: 1093.476440
	Iteration 53Q: 3 clusters Score -9673901 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -9674039.000000 Penalty: 1093.476440
	Iteration 54Q: 3 clusters Score -9674039 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -9674158.000000 Penalty: 1093.476440
	Iteration 55Q: 3 clusters Score -9674158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 163637 members 
Entering Unmasked Estep 
Score: -9674227.000000 Penalty: 1093.476440
	Iteration 56Q: 3 clusters Score -9674227 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 163780 members 
Entering Unmasked Estep 
Score: -9674295.000000 Penalty: 1093.476440
	Iteration 57Q: 3 clusters Score -9674295 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 163911 members 
Entering Unmasked Estep 
Score: -9674354.000000 Penalty: 1093.476440
	Iteration 58Q: 3 clusters Score -9674354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 164011 members 
Entering Unmasked Estep 
Score: -9674406.000000 Penalty: 1093.476440
	Iteration 59Q: 3 clusters Score -9674406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 164100 members 
Entering Unmasked Estep 
Score: -9674431.000000 Penalty: 1093.476440
	Iteration 60F: 3 clusters Score -9674431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -9674490.000000 Penalty: 1093.476440
	Iteration 61Q: 3 clusters Score -9674490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -9674536.000000 Penalty: 1093.476440
	Iteration 62Q: 3 clusters Score -9674536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -9674565.000000 Penalty: 1093.476440
	Iteration 63Q: 3 clusters Score -9674565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 164346 members 
Entering Unmasked Estep 
Score: -9674577.000000 Penalty: 1093.476440
	Iteration 64Q: 3 clusters Score -9674577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -9674589.000000 Penalty: 1093.476440
	Iteration 65Q: 3 clusters Score -9674589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -9674598.000000 Penalty: 1093.476440
	Iteration 66Q: 3 clusters Score -9674598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -9674610.000000 Penalty: 1093.476440
	Iteration 67Q: 3 clusters Score -9674610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 164433 members 
Entering Unmasked Estep 
Score: -9674610.000000 Penalty: 1093.476440
	Iteration 68Q: 3 clusters Score -9674610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -9674623.000000 Penalty: 1093.476440
	Iteration 69Q: 3 clusters Score -9674623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -9674633.000000 Penalty: 1093.476440
	Iteration 70Q: 3 clusters Score -9674633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -9674649.000000 Penalty: 1093.476440
	Iteration 71Q: 3 clusters Score -9674649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 164471 members 
Entering Unmasked Estep 
Score: -9674667.000000 Penalty: 1093.476440
	Iteration 72Q: 3 clusters Score -9674667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 164471 members 
Entering Unmasked Estep 
Score: -9674660.000000 Penalty: 1093.476440
	Iteration 73Q: 3 clusters Score -9674660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 164477 members 
Entering Unmasked Estep 
Score: -9674676.000000 Penalty: 1093.476440
	Iteration 74Q: 3 clusters Score -9674676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 164482 members 
Entering Unmasked Estep 
Score: -9674672.000000 Penalty: 1093.476440
	Iteration 75Q: 3 clusters Score -9674672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -9674695.000000 Penalty: 1093.476440
	Iteration 76Q: 3 clusters Score -9674695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 164489 members 
Entering Unmasked Estep 
Score: -9674699.000000 Penalty: 1093.476440
	Iteration 77Q: 3 clusters Score -9674699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 164493 members 
Entering Unmasked Estep 
Score: -9674692.000000 Penalty: 1093.476440
	Iteration 78Q: 3 clusters Score -9674692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -9674700.000000 Penalty: 1093.476440
	Iteration 79Q: 3 clusters Score -9674700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -9674710.000000 Penalty: 1093.476440
	Iteration 80F: 3 clusters Score -9674710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -9674713.000000 Penalty: 1093.476440
	Iteration 81Q: 3 clusters Score -9674713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -9674714.000000 Penalty: 1093.476440
	Iteration 82Q: 3 clusters Score -9674714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -9674720.000000 Penalty: 1093.476440
	Iteration 83Q: 3 clusters Score -9674720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -9674719.000000 Penalty: 1093.476440
	Iteration 84Q: 3 clusters Score -9674719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -9674711.000000 Penalty: 1093.476440
	Iteration 85Q: 3 clusters Score -9674711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -9674728.000000 Penalty: 1093.476440
	Iteration 86Q: 3 clusters Score -9674728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -9674734.000000 Penalty: 1093.476440
	Iteration 87Q: 3 clusters Score -9674734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -9674730.000000 Penalty: 1093.476440
	Iteration 88Q: 3 clusters Score -9674730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -9674734.000000 Penalty: 1093.476440
	Iteration 89Q: 3 clusters Score -9674734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 164541 members 
Entering Unmasked Estep 
Score: -9674740.000000 Penalty: 1093.476440
	Iteration 90Q: 3 clusters Score -9674740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 164544 members 
Entering Unmasked Estep 
Score: -9674749.000000 Penalty: 1093.476440
	Iteration 91Q: 3 clusters Score -9674749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -9674751.000000 Penalty: 1093.476440
	Iteration 92Q: 3 clusters Score -9674751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 164553 members 
Entering Unmasked Estep 
Score: -9674761.000000 Penalty: 1093.476440
	Iteration 93Q: 3 clusters Score -9674761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -9674763.000000 Penalty: 1093.476440
	Iteration 94Q: 3 clusters Score -9674763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -9674763.000000 Penalty: 1093.476440
	Iteration 95Q: 3 clusters Score -9674763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -9674760.000000 Penalty: 1093.476440
	Iteration 96Q: 3 clusters Score -9674760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 164571 members 
Entering Unmasked Estep 
Score: -9674760.000000 Penalty: 1093.476440
	Iteration 97Q: 3 clusters Score -9674760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 164570 members 
Entering Unmasked Estep 
Score: -9674762.000000 Penalty: 1093.476440
	Iteration 98Q: 3 clusters Score -9674762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 164574 members 
Entering Unmasked Estep 
Score: -9674762.000000 Penalty: 1093.476440
	Iteration 99Q: 3 clusters Score -9674762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -9674763.000000 Penalty: 1093.476440
	Iteration 100F: 3 clusters Score -9674763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -9674764.000000 Penalty: 1093.476440
	Iteration 101Q: 3 clusters Score -9674764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -9674766.000000 Penalty: 1093.476440
	Iteration 102Q: 3 clusters Score -9674766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -9674773.000000 Penalty: 1093.476440
	Iteration 103Q: 3 clusters Score -9674773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -9674768.000000 Penalty: 1093.476440
	Iteration 104Q: 3 clusters Score -9674768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -9674764.000000 Penalty: 1093.476440
	Iteration 105Q: 3 clusters Score -9674764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -9674770.000000 Penalty: 1093.476440
	Iteration 106Q: 3 clusters Score -9674770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -9674770.000000 Penalty: 1093.476440
	Iteration 107F: 3 clusters Score -9674770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -801444.500000 Penalty: 429.809418
	Iteration 0F: 2 clusters Score -801444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -793037.187500 Penalty: 859.618835
	Iteration 0F: 3 clusters Score -793037.2 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -796687.250000 Penalty: 859.618835
	Iteration 1F: 3 clusters Score -796687.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -797112.125000 Penalty: 859.618835
	Iteration 2F: 3 clusters Score -797112.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -797775.687500 Penalty: 859.618835
	Iteration 3F: 3 clusters Score -797775.7 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -798712.687500 Penalty: 859.618835
	Iteration 4F: 3 clusters Score -798712.7 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -799605.687500 Penalty: 859.618835
	Iteration 5F: 3 clusters Score -799605.7 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -800078.125000 Penalty: 859.618835
	Iteration 6F: 3 clusters Score -800078.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -800245.125000 Penalty: 859.618835
	Iteration 7Q: 3 clusters Score -800245.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -800315.875000 Penalty: 859.618835
	Iteration 8Q: 3 clusters Score -800315.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -800371.312500 Penalty: 859.618835
	Iteration 9Q: 3 clusters Score -800371.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -800428.375000 Penalty: 859.618835
	Iteration 10Q: 3 clusters Score -800428.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -800479.062500 Penalty: 859.618835
	Iteration 11Q: 3 clusters Score -800479.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -800528.687500 Penalty: 859.618835
	Iteration 12Q: 3 clusters Score -800528.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -800592.562500 Penalty: 859.618835
	Iteration 13Q: 3 clusters Score -800592.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -800658.125000 Penalty: 859.618835
	Iteration 14Q: 3 clusters Score -800658.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -800705.125000 Penalty: 859.618835
	Iteration 15Q: 3 clusters Score -800705.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -800734.375000 Penalty: 859.618835
	Iteration 16Q: 3 clusters Score -800734.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -800759.000000 Penalty: 859.618835
	Iteration 17Q: 3 clusters Score -800759 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -800783.312500 Penalty: 859.618835
	Iteration 18Q: 3 clusters Score -800783.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -800804.500000 Penalty: 859.618835
	Iteration 19Q: 3 clusters Score -800804.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -800819.625000 Penalty: 859.618835
	Iteration 20F: 3 clusters Score -800819.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -800832.687500 Penalty: 859.618835
	Iteration 21Q: 3 clusters Score -800832.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -800839.937500 Penalty: 859.618835
	Iteration 22Q: 3 clusters Score -800839.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -800847.375000 Penalty: 859.618835
	Iteration 23Q: 3 clusters Score -800847.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -800852.750000 Penalty: 859.618835
	Iteration 24Q: 3 clusters Score -800852.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -800862.312500 Penalty: 859.618835
	Iteration 25Q: 3 clusters Score -800862.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -800865.875000 Penalty: 859.618835
	Iteration 26Q: 3 clusters Score -800865.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -800870.562500 Penalty: 859.618835
	Iteration 27Q: 3 clusters Score -800870.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -800876.437500 Penalty: 859.618835
	Iteration 28Q: 3 clusters Score -800876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -800883.812500 Penalty: 859.618835
	Iteration 29Q: 3 clusters Score -800883.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -800892.312500 Penalty: 859.618835
	Iteration 30Q: 3 clusters Score -800892.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -800901.812500 Penalty: 859.618835
	Iteration 31Q: 3 clusters Score -800901.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -800909.250000 Penalty: 859.618835
	Iteration 32Q: 3 clusters Score -800909.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -800915.625000 Penalty: 859.618835
	Iteration 33Q: 3 clusters Score -800915.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -800918.250000 Penalty: 859.618835
	Iteration 34Q: 3 clusters Score -800918.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -800924.000000 Penalty: 859.618835
	Iteration 35Q: 3 clusters Score -800924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -800929.125000 Penalty: 859.618835
	Iteration 36Q: 3 clusters Score -800929.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -800932.812500 Penalty: 859.618835
	Iteration 37Q: 3 clusters Score -800932.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -800934.875000 Penalty: 859.618835
	Iteration 38Q: 3 clusters Score -800934.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -800939.687500 Penalty: 859.618835
	Iteration 39Q: 3 clusters Score -800939.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -800944.500000 Penalty: 859.618835
	Iteration 40F: 3 clusters Score -800944.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -800947.312500 Penalty: 859.618835
	Iteration 41Q: 3 clusters Score -800947.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -800953.250000 Penalty: 859.618835
	Iteration 42Q: 3 clusters Score -800953.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -800954.187500 Penalty: 859.618835
	Iteration 43Q: 3 clusters Score -800954.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -800959.500000 Penalty: 859.618835
	Iteration 44Q: 3 clusters Score -800959.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -800969.250000 Penalty: 859.618835
	Iteration 45Q: 3 clusters Score -800969.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -800979.687500 Penalty: 859.618835
	Iteration 46Q: 3 clusters Score -800979.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -800990.812500 Penalty: 859.618835
	Iteration 47Q: 3 clusters Score -800990.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -801002.750000 Penalty: 859.618835
	Iteration 48Q: 3 clusters Score -801002.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -801007.187500 Penalty: 859.618835
	Iteration 49Q: 3 clusters Score -801007.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -801011.875000 Penalty: 859.618835
	Iteration 50Q: 3 clusters Score -801011.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -801018.812500 Penalty: 859.618835
	Iteration 51Q: 3 clusters Score -801018.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -801026.500000 Penalty: 859.618835
	Iteration 52Q: 3 clusters Score -801026.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -801029.875000 Penalty: 859.618835
	Iteration 53Q: 3 clusters Score -801029.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -801035.125000 Penalty: 859.618835
	Iteration 54Q: 3 clusters Score -801035.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -801040.937500 Penalty: 859.618835
	Iteration 55Q: 3 clusters Score -801040.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -801045.625000 Penalty: 859.618835
	Iteration 56Q: 3 clusters Score -801045.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -801051.500000 Penalty: 859.618835
	Iteration 57Q: 3 clusters Score -801051.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -801058.312500 Penalty: 859.618835
	Iteration 58Q: 3 clusters Score -801058.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -801065.250000 Penalty: 859.618835
	Iteration 59Q: 3 clusters Score -801065.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -801070.375000 Penalty: 859.618835
	Iteration 60F: 3 clusters Score -801070.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -801074.437500 Penalty: 859.618835
	Iteration 61Q: 3 clusters Score -801074.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -801078.062500 Penalty: 859.618835
	Iteration 62Q: 3 clusters Score -801078.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -801082.000000 Penalty: 859.618835
	Iteration 63Q: 3 clusters Score -801082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -801082.062500 Penalty: 859.618835
	Iteration 64Q: 3 clusters Score -801082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -801084.312500 Penalty: 859.618835
	Iteration 65Q: 3 clusters Score -801084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -801087.312500 Penalty: 859.618835
	Iteration 66Q: 3 clusters Score -801087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -801087.687500 Penalty: 859.618835
	Iteration 67Q: 3 clusters Score -801087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -801087.000000 Penalty: 859.618835
	Iteration 68Q: 3 clusters Score -801087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -801087.937500 Penalty: 859.618835
	Iteration 69Q: 3 clusters Score -801087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -801087.937500 Penalty: 859.618835
	Iteration 70Q: 3 clusters Score -801087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -801088.187500 Penalty: 859.618835
	Iteration 71Q: 3 clusters Score -801088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -801088.187500 Penalty: 859.618835
	Iteration 72F: 3 clusters Score -801088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -182437.984375 Penalty: 370.688416
	Iteration 0F: 2 clusters Score -182438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -180060.781250 Penalty: 741.376831
	Iteration 0F: 3 clusters Score -180060.8 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -180943.359375 Penalty: 741.376831
	Iteration 1F: 3 clusters Score -180943.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -181054.781250 Penalty: 741.376831
	Iteration 2F: 3 clusters Score -181054.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -181139.156250 Penalty: 741.376831
	Iteration 3F: 3 clusters Score -181139.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -181212.468750 Penalty: 741.376831
	Iteration 4Q: 3 clusters Score -181212.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -181307.328125 Penalty: 741.376831
	Iteration 5Q: 3 clusters Score -181307.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -181430.671875 Penalty: 741.376831
	Iteration 6F: 3 clusters Score -181430.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181593.343750 Penalty: 741.376831
	Iteration 7F: 3 clusters Score -181593.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -181763.453125 Penalty: 741.376831
	Iteration 8F: 3 clusters Score -181763.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -181943.375000 Penalty: 741.376831
	Iteration 9F: 3 clusters Score -181943.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -182093.484375 Penalty: 741.376831
	Iteration 10Q: 3 clusters Score -182093.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -182163.703125 Penalty: 741.376831
	Iteration 11Q: 3 clusters Score -182163.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -182191.125000 Penalty: 741.376831
	Iteration 12Q: 3 clusters Score -182191.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -182202.203125 Penalty: 741.376831
	Iteration 13Q: 3 clusters Score -182202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -182208.812500 Penalty: 741.376831
	Iteration 14Q: 3 clusters Score -182208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -182213.000000 Penalty: 741.376831
	Iteration 15Q: 3 clusters Score -182213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -182220.218750 Penalty: 741.376831
	Iteration 16Q: 3 clusters Score -182220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -182223.046875 Penalty: 741.376831
	Iteration 17Q: 3 clusters Score -182223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -182223.046875 Penalty: 741.376831
	Iteration 18F: 3 clusters Score -182223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -100961.750000 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100961.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -101437.695312 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101437.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -101550.054688 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101550.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -101623.593750 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101623.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101701.687500 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -101701.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101791.687500 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -101791.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101858.500000 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -101858.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101900.312500 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -101900.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101924.523438 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -101924.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101941.781250 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -101941.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101954.867188 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -101954.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -101963.796875 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -101963.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101972.562500 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -101972.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101988.804688 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -101988.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -102010.585938 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -102010.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -102031.296875 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -102031.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -102043.195312 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102043.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -102061.328125 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102061.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -102079.156250 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -102086.406250 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -102092.515625 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102092.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -102098.585938 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -102109.382812 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -102109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -102113.968750 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -102114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -102119.382812 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -102119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -102128.765625 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -102128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -102140.421875 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -102140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -102146.742188 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -102146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -102160.210938 Penalty: 684.044922
	Iteration 28Q: 3 clusters Score -102160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -102171.257812 Penalty: 684.044922
	Iteration 29Q: 3 clusters Score -102171.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -102175.648438 Penalty: 684.044922
	Iteration 30Q: 3 clusters Score -102175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -102181.210938 Penalty: 684.044922
	Iteration 31Q: 3 clusters Score -102181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -102184.203125 Penalty: 684.044922
	Iteration 32Q: 3 clusters Score -102184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -102185.843750 Penalty: 684.044922
	Iteration 33Q: 3 clusters Score -102185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -102185.843750 Penalty: 684.044922
	Iteration 34F: 3 clusters Score -102185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Entering Unmasked Estep 
Score: -428503.656250 Penalty: 405.228546
	Iteration 0F: 2 clusters Score -428503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -423614.468750 Penalty: 810.457092
	Iteration 0F: 3 clusters Score -423614.5 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -425817.125000 Penalty: 810.457092
	Iteration 1F: 3 clusters Score -425817.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -426233.625000 Penalty: 810.457092
	Iteration 2F: 3 clusters Score -426233.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -426695.656250 Penalty: 810.457092
	Iteration 3F: 3 clusters Score -426695.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -427102.906250 Penalty: 810.457092
	Iteration 4F: 3 clusters Score -427102.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -427326.093750 Penalty: 810.457092
	Iteration 5F: 3 clusters Score -427326.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -427433.062500 Penalty: 810.457092
	Iteration 6Q: 3 clusters Score -427433.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -427491.750000 Penalty: 810.457092
	Iteration 7Q: 3 clusters Score -427491.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -427536.125000 Penalty: 810.457092
	Iteration 8Q: 3 clusters Score -427536.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -427578.437500 Penalty: 810.457092
	Iteration 9Q: 3 clusters Score -427578.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -427614.093750 Penalty: 810.457092
	Iteration 10Q: 3 clusters Score -427614.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -427652.781250 Penalty: 810.457092
	Iteration 11Q: 3 clusters Score -427652.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -427693.062500 Penalty: 810.457092
	Iteration 12Q: 3 clusters Score -427693.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -427728.812500 Penalty: 810.457092
	Iteration 13Q: 3 clusters Score -427728.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -427761.187500 Penalty: 810.457092
	Iteration 14Q: 3 clusters Score -427761.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -427794.937500 Penalty: 810.457092
	Iteration 15Q: 3 clusters Score -427794.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -427824.781250 Penalty: 810.457092
	Iteration 16Q: 3 clusters Score -427824.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -427849.187500 Penalty: 810.457092
	Iteration 17Q: 3 clusters Score -427849.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -427872.593750 Penalty: 810.457092
	Iteration 18Q: 3 clusters Score -427872.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -427900.656250 Penalty: 810.457092
	Iteration 19Q: 3 clusters Score -427900.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -427922.343750 Penalty: 810.457092
	Iteration 20F: 3 clusters Score -427922.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -427944.437500 Penalty: 810.457092
	Iteration 21Q: 3 clusters Score -427944.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -427961.562500 Penalty: 810.457092
	Iteration 22Q: 3 clusters Score -427961.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -427983.500000 Penalty: 810.457092
	Iteration 23Q: 3 clusters Score -427983.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -428004.593750 Penalty: 810.457092
	Iteration 24Q: 3 clusters Score -428004.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -428021.968750 Penalty: 810.457092
	Iteration 25Q: 3 clusters Score -428022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -428036.093750 Penalty: 810.457092
	Iteration 26Q: 3 clusters Score -428036.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -428048.781250 Penalty: 810.457092
	Iteration 27Q: 3 clusters Score -428048.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -428060.312500 Penalty: 810.457092
	Iteration 28Q: 3 clusters Score -428060.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -428069.937500 Penalty: 810.457092
	Iteration 29Q: 3 clusters Score -428069.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -428078.156250 Penalty: 810.457092
	Iteration 30Q: 3 clusters Score -428078.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -428089.562500 Penalty: 810.457092
	Iteration 31Q: 3 clusters Score -428089.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -428105.312500 Penalty: 810.457092
	Iteration 32Q: 3 clusters Score -428105.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -428115.812500 Penalty: 810.457092
	Iteration 33Q: 3 clusters Score -428115.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -428129.187500 Penalty: 810.457092
	Iteration 34Q: 3 clusters Score -428129.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -428140.937500 Penalty: 810.457092
	Iteration 35Q: 3 clusters Score -428140.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -428147.937500 Penalty: 810.457092
	Iteration 36Q: 3 clusters Score -428147.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -428154.625000 Penalty: 810.457092
	Iteration 37Q: 3 clusters Score -428154.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -428162.250000 Penalty: 810.457092
	Iteration 38Q: 3 clusters Score -428162.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -428169.250000 Penalty: 810.457092
	Iteration 39Q: 3 clusters Score -428169.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -428176.000000 Penalty: 810.457092
	Iteration 40F: 3 clusters Score -428176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -428180.875000 Penalty: 810.457092
	Iteration 41Q: 3 clusters Score -428180.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -428184.281250 Penalty: 810.457092
	Iteration 42Q: 3 clusters Score -428184.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -428187.093750 Penalty: 810.457092
	Iteration 43Q: 3 clusters Score -428187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -428190.125000 Penalty: 810.457092
	Iteration 44Q: 3 clusters Score -428190.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -428194.312500 Penalty: 810.457092
	Iteration 45Q: 3 clusters Score -428194.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -428200.625000 Penalty: 810.457092
	Iteration 46Q: 3 clusters Score -428200.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -428207.875000 Penalty: 810.457092
	Iteration 47Q: 3 clusters Score -428207.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -428213.937500 Penalty: 810.457092
	Iteration 48Q: 3 clusters Score -428213.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -428225.187500 Penalty: 810.457092
	Iteration 49Q: 3 clusters Score -428225.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -428232.250000 Penalty: 810.457092
	Iteration 50Q: 3 clusters Score -428232.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -428236.906250 Penalty: 810.457092
	Iteration 51Q: 3 clusters Score -428236.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -428243.437500 Penalty: 810.457092
	Iteration 52Q: 3 clusters Score -428243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -428245.125000 Penalty: 810.457092
	Iteration 53Q: 3 clusters Score -428245.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -428249.187500 Penalty: 810.457092
	Iteration 54Q: 3 clusters Score -428249.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -428253.656250 Penalty: 810.457092
	Iteration 55Q: 3 clusters Score -428253.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -428254.937500 Penalty: 810.457092
	Iteration 56Q: 3 clusters Score -428254.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -428257.812500 Penalty: 810.457092
	Iteration 57Q: 3 clusters Score -428257.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -428260.562500 Penalty: 810.457092
	Iteration 58Q: 3 clusters Score -428260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -428263.718750 Penalty: 810.457092
	Iteration 59Q: 3 clusters Score -428263.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -428265.531250 Penalty: 810.457092
	Iteration 60F: 3 clusters Score -428265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -428267.468750 Penalty: 810.457092
	Iteration 61Q: 3 clusters Score -428267.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -428269.468750 Penalty: 810.457092
	Iteration 62Q: 3 clusters Score -428269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -428269.812500 Penalty: 810.457092
	Iteration 63Q: 3 clusters Score -428269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -428270.718750 Penalty: 810.457092
	Iteration 64Q: 3 clusters Score -428270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -428270.781250 Penalty: 810.457092
	Iteration 65Q: 3 clusters Score -428270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -428270.781250 Penalty: 810.457092
	Iteration 66F: 3 clusters Score -428270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Entering Unmasked Estep 
Score: -7535941.500000 Penalty: 534.448914
	Iteration 0F: 2 clusters Score -7535942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -7453749.000000 Penalty: 1068.897827
	Iteration 0F: 3 clusters Score -7453749 nChanged 61858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -7492549.500000 Penalty: 1068.897827
	Iteration 1F: 3 clusters Score -7492550 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -7495446.000000 Penalty: 1068.897827
	Iteration 2F: 3 clusters Score -7495446 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -7499748.000000 Penalty: 1068.897827
	Iteration 3F: 3 clusters Score -7499748 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -7505554.000000 Penalty: 1068.897827
	Iteration 4F: 3 clusters Score -7505554 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -7511834.500000 Penalty: 1068.897827
	Iteration 5F: 3 clusters Score -7511834 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -7516128.500000 Penalty: 1068.897827
	Iteration 6F: 3 clusters Score -7516128 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -7517761.000000 Penalty: 1068.897827
	Iteration 7Q: 3 clusters Score -7517761 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -7518528.000000 Penalty: 1068.897827
	Iteration 8Q: 3 clusters Score -7518528 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -7519021.000000 Penalty: 1068.897827
	Iteration 9Q: 3 clusters Score -7519021 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -7519554.500000 Penalty: 1068.897827
	Iteration 10Q: 3 clusters Score -7519554 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -7520063.000000 Penalty: 1068.897827
	Iteration 11Q: 3 clusters Score -7520063 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -7520630.500000 Penalty: 1068.897827
	Iteration 12Q: 3 clusters Score -7520630 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -7521281.000000 Penalty: 1068.897827
	Iteration 13Q: 3 clusters Score -7521281 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 94778 members 
Entering Unmasked Estep 
Score: -7521835.500000 Penalty: 1068.897827
	Iteration 14Q: 3 clusters Score -7521836 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -7522300.000000 Penalty: 1068.897827
	Iteration 15Q: 3 clusters Score -7522300 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -7522803.000000 Penalty: 1068.897827
	Iteration 16Q: 3 clusters Score -7522803 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -7523276.500000 Penalty: 1068.897827
	Iteration 17Q: 3 clusters Score -7523276 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -7523793.500000 Penalty: 1068.897827
	Iteration 18Q: 3 clusters Score -7523794 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 101749 members 
Entering Unmasked Estep 
Score: -7524309.000000 Penalty: 1068.897827
	Iteration 19Q: 3 clusters Score -7524309 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -7524931.000000 Penalty: 1068.897827
	Iteration 20F: 3 clusters Score -7524931 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -7525513.500000 Penalty: 1068.897827
	Iteration 21Q: 3 clusters Score -7525514 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -7526113.500000 Penalty: 1068.897827
	Iteration 22Q: 3 clusters Score -7526114 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -7526700.500000 Penalty: 1068.897827
	Iteration 23Q: 3 clusters Score -7526700 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -7527346.000000 Penalty: 1068.897827
	Iteration 24Q: 3 clusters Score -7527346 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -7528007.000000 Penalty: 1068.897827
	Iteration 25Q: 3 clusters Score -7528007 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 111633 members 
Entering Unmasked Estep 
Score: -7528677.000000 Penalty: 1068.897827
	Iteration 26Q: 3 clusters Score -7528677 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -7529419.500000 Penalty: 1068.897827
	Iteration 27Q: 3 clusters Score -7529420 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -7530198.000000 Penalty: 1068.897827
	Iteration 28Q: 3 clusters Score -7530198 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -7530922.500000 Penalty: 1068.897827
	Iteration 29Q: 3 clusters Score -7530922 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -7531609.500000 Penalty: 1068.897827
	Iteration 30Q: 3 clusters Score -7531610 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 118225 members 
Entering Unmasked Estep 
Score: -7532326.000000 Penalty: 1068.897827
	Iteration 31Q: 3 clusters Score -7532326 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -7532893.000000 Penalty: 1068.897827
	Iteration 32Q: 3 clusters Score -7532893 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 120302 members 
Entering Unmasked Estep 
Score: -7533374.000000 Penalty: 1068.897827
	Iteration 33Q: 3 clusters Score -7533374 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 121179 members 
Entering Unmasked Estep 
Score: -7533863.000000 Penalty: 1068.897827
	Iteration 34Q: 3 clusters Score -7533863 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -7534261.000000 Penalty: 1068.897827
	Iteration 35Q: 3 clusters Score -7534261 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -7534660.000000 Penalty: 1068.897827
	Iteration 36Q: 3 clusters Score -7534660 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -7534954.000000 Penalty: 1068.897827
	Iteration 37Q: 3 clusters Score -7534954 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -7535112.500000 Penalty: 1068.897827
	Iteration 38Q: 3 clusters Score -7535112 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -7535265.000000 Penalty: 1068.897827
	Iteration 39Q: 3 clusters Score -7535265 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -7535366.500000 Penalty: 1068.897827
	Iteration 40F: 3 clusters Score -7535366 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -7535420.000000 Penalty: 1068.897827
	Iteration 41Q: 3 clusters Score -7535420 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 124967 members 
Entering Unmasked Estep 
Score: -7535486.500000 Penalty: 1068.897827
	Iteration 42Q: 3 clusters Score -7535486 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -7535516.000000 Penalty: 1068.897827
	Iteration 43Q: 3 clusters Score -7535516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -7535559.500000 Penalty: 1068.897827
	Iteration 44Q: 3 clusters Score -7535560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -7535601.500000 Penalty: 1068.897827
	Iteration 45Q: 3 clusters Score -7535602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 125448 members 
Entering Unmasked Estep 
Score: -7535622.000000 Penalty: 1068.897827
	Iteration 46Q: 3 clusters Score -7535622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -7535621.500000 Penalty: 1068.897827
	Iteration 47Q: 3 clusters Score -7535622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -7535626.000000 Penalty: 1068.897827
	Iteration 48Q: 3 clusters Score -7535626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -7535637.000000 Penalty: 1068.897827
	Iteration 49Q: 3 clusters Score -7535637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -7535637.500000 Penalty: 1068.897827
	Iteration 50Q: 3 clusters Score -7535638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -7535653.500000 Penalty: 1068.897827
	Iteration 51Q: 3 clusters Score -7535654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -7535650.000000 Penalty: 1068.897827
	Iteration 52Q: 3 clusters Score -7535650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 125655 members 
Entering Unmasked Estep 
Score: -7535654.000000 Penalty: 1068.897827
	Iteration 53Q: 3 clusters Score -7535654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -7535646.500000 Penalty: 1068.897827
	Iteration 54Q: 3 clusters Score -7535646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 125691 members 
Entering Unmasked Estep 
Score: -7535668.500000 Penalty: 1068.897827
	Iteration 55Q: 3 clusters Score -7535668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -7535663.500000 Penalty: 1068.897827
	Iteration 56Q: 3 clusters Score -7535664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 125723 members 
Entering Unmasked Estep 
Score: -7535668.000000 Penalty: 1068.897827
	Iteration 57Q: 3 clusters Score -7535668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 125725 members 
Entering Unmasked Estep 
Score: -7535678.000000 Penalty: 1068.897827
	Iteration 58Q: 3 clusters Score -7535678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -7535675.500000 Penalty: 1068.897827
	Iteration 59Q: 3 clusters Score -7535676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -7535677.000000 Penalty: 1068.897827
	Iteration 60F: 3 clusters Score -7535677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -7535680.500000 Penalty: 1068.897827
	Iteration 61Q: 3 clusters Score -7535680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 125742 members 
Entering Unmasked Estep 
Score: -7535690.500000 Penalty: 1068.897827
	Iteration 62Q: 3 clusters Score -7535690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -7535686.500000 Penalty: 1068.897827
	Iteration 63Q: 3 clusters Score -7535686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 125756 members 
Entering Unmasked Estep 
Score: -7535702.000000 Penalty: 1068.897827
	Iteration 64Q: 3 clusters Score -7535702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -7535700.500000 Penalty: 1068.897827
	Iteration 65Q: 3 clusters Score -7535700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -7535702.000000 Penalty: 1068.897827
	Iteration 66Q: 3 clusters Score -7535702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 125763 members 
Entering Unmasked Estep 
Score: -7535704.000000 Penalty: 1068.897827
	Iteration 67Q: 3 clusters Score -7535704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 125769 members 
Entering Unmasked Estep 
Score: -7535705.500000 Penalty: 1068.897827
	Iteration 68Q: 3 clusters Score -7535706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -7535708.500000 Penalty: 1068.897827
	Iteration 69Q: 3 clusters Score -7535708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -7535717.500000 Penalty: 1068.897827
	Iteration 70Q: 3 clusters Score -7535718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -7535724.500000 Penalty: 1068.897827
	Iteration 71Q: 3 clusters Score -7535724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -7535717.500000 Penalty: 1068.897827
	Iteration 72Q: 3 clusters Score -7535718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -7535719.500000 Penalty: 1068.897827
	Iteration 73Q: 3 clusters Score -7535720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 125759 members 
Entering Unmasked Estep 
Score: -7535721.500000 Penalty: 1068.897827
	Iteration 74Q: 3 clusters Score -7535722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 125762 members 
Entering Unmasked Estep 
Score: -7535722.000000 Penalty: 1068.897827
	Iteration 75Q: 3 clusters Score -7535722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -7535719.500000 Penalty: 1068.897827
	Iteration 76Q: 3 clusters Score -7535720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -7535713.500000 Penalty: 1068.897827
	Iteration 77Q: 3 clusters Score -7535714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 125772 members 
Entering Unmasked Estep 
Score: -7535722.500000 Penalty: 1068.897827
	Iteration 78Q: 3 clusters Score -7535722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 125772 members 
Entering Unmasked Estep 
Score: -7535722.500000 Penalty: 1068.897827
	Iteration 79F: 3 clusters Score -7535722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -7535720.000000 Penalty: 1068.897827
	Iteration 80F: 3 clusters Score -7535720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 125773 members 
Entering Unmasked Estep 
Score: -7535719.500000 Penalty: 1068.897827
	Iteration 81Q: 3 clusters Score -7535720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -7535719.500000 Penalty: 1068.897827
	Iteration 82Q: 3 clusters Score -7535720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -7535718.500000 Penalty: 1068.897827
	Iteration 83Q: 3 clusters Score -7535718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 125778 members 
Entering Unmasked Estep 
Score: -7535719.000000 Penalty: 1068.897827
	Iteration 84Q: 3 clusters Score -7535719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 125779 members 
Entering Unmasked Estep 
Score: -7535717.500000 Penalty: 1068.897827
	Iteration 85Q: 3 clusters Score -7535718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -7535721.000000 Penalty: 1068.897827
	Iteration 86Q: 3 clusters Score -7535721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -7535719.000000 Penalty: 1068.897827
	Iteration 87Q: 3 clusters Score -7535719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 125785 members 
Entering Unmasked Estep 
Score: -7535724.500000 Penalty: 1068.897827
	Iteration 88Q: 3 clusters Score -7535724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 125785 members 
Entering Unmasked Estep 
Score: -7535724.500000 Penalty: 1068.897827
	Iteration 89F: 3 clusters Score -7535724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Entering Unmasked Estep 
Score: -252915.187500 Penalty: 381.798523
	Iteration 0F: 2 clusters Score -252915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -249878.093750 Penalty: 763.597046
	Iteration 0F: 3 clusters Score -249878.1 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -250905.234375 Penalty: 763.597046
	Iteration 1F: 3 clusters Score -250905.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -251022.406250 Penalty: 763.597046
	Iteration 2F: 3 clusters Score -251022.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -251122.125000 Penalty: 763.597046
	Iteration 3F: 3 clusters Score -251122.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -251221.875000 Penalty: 763.597046
	Iteration 4F: 3 clusters Score -251221.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -251321.281250 Penalty: 763.597046
	Iteration 5Q: 3 clusters Score -251321.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -251431.703125 Penalty: 763.597046
	Iteration 6Q: 3 clusters Score -251431.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -251566.703125 Penalty: 763.597046
	Iteration 7Q: 3 clusters Score -251566.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251709.593750 Penalty: 763.597046
	Iteration 8Q: 3 clusters Score -251709.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -251848.125000 Penalty: 763.597046
	Iteration 9Q: 3 clusters Score -251848.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251988.156250 Penalty: 763.597046
	Iteration 10Q: 3 clusters Score -251988.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -252085.218750 Penalty: 763.597046
	Iteration 11Q: 3 clusters Score -252085.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -252163.359375 Penalty: 763.597046
	Iteration 12Q: 3 clusters Score -252163.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -252227.890625 Penalty: 763.597046
	Iteration 13Q: 3 clusters Score -252227.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -252288.265625 Penalty: 763.597046
	Iteration 14Q: 3 clusters Score -252288.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -252359.578125 Penalty: 763.597046
	Iteration 15Q: 3 clusters Score -252359.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -252415.625000 Penalty: 763.597046
	Iteration 16Q: 3 clusters Score -252415.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -252453.750000 Penalty: 763.597046
	Iteration 17Q: 3 clusters Score -252453.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -252478.343750 Penalty: 763.597046
	Iteration 18Q: 3 clusters Score -252478.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -252491.578125 Penalty: 763.597046
	Iteration 19Q: 3 clusters Score -252491.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -252503.625000 Penalty: 763.597046
	Iteration 20F: 3 clusters Score -252503.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -252511.625000 Penalty: 763.597046
	Iteration 21Q: 3 clusters Score -252511.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -252516.734375 Penalty: 763.597046
	Iteration 22Q: 3 clusters Score -252516.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -252522.234375 Penalty: 763.597046
	Iteration 23Q: 3 clusters Score -252522.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -252530.843750 Penalty: 763.597046
	Iteration 24Q: 3 clusters Score -252530.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -252541.468750 Penalty: 763.597046
	Iteration 25Q: 3 clusters Score -252541.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -252554.671875 Penalty: 763.597046
	Iteration 26Q: 3 clusters Score -252554.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -252565.578125 Penalty: 763.597046
	Iteration 27Q: 3 clusters Score -252565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -252573.593750 Penalty: 763.597046
	Iteration 28Q: 3 clusters Score -252573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -252577.968750 Penalty: 763.597046
	Iteration 29Q: 3 clusters Score -252578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -252584.750000 Penalty: 763.597046
	Iteration 30Q: 3 clusters Score -252584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -252587.734375 Penalty: 763.597046
	Iteration 31Q: 3 clusters Score -252587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -252589.125000 Penalty: 763.597046
	Iteration 32Q: 3 clusters Score -252589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -252590.234375 Penalty: 763.597046
	Iteration 33Q: 3 clusters Score -252590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -252590.234375 Penalty: 763.597046
	Iteration 34F: 3 clusters Score -252590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48246.761719 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48246.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -47521.511719 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -47521.51 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -47761.226562 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -47761.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -47808.949219 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -47808.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47835.890625 Penalty: 615.092224
	Iteration 3Q: 3 clusters Score -47835.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -47854.488281 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -47854.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47864.207031 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -47864.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47868.894531 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -47868.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47871.898438 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -47871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47875.050781 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -47875.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47877.007812 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -47877.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47878.386719 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -47878.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47878.996094 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -47879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47879.417969 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -47879.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47880.414062 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -47880.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47881.343750 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -47881.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47882.015625 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -47882.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47883.250000 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -47883.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47883.746094 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -47883.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47884.628906 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -47884.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47885.140625 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -47885.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47885.140625 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -47885.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Entering Unmasked Estep 
Score: -2147448.750000 Penalty: 480.471588
	Iteration 0F: 2 clusters Score -2147449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2121797.250000 Penalty: 960.943176
	Iteration 0F: 3 clusters Score -2121797 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2134101.000000 Penalty: 960.943176
	Iteration 1F: 3 clusters Score -2134101 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2135803.500000 Penalty: 960.943176
	Iteration 2F: 3 clusters Score -2135804 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2137922.500000 Penalty: 960.943176
	Iteration 3F: 3 clusters Score -2137922 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -2140353.750000 Penalty: 960.943176
	Iteration 4F: 3 clusters Score -2140354 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2142645.750000 Penalty: 960.943176
	Iteration 5F: 3 clusters Score -2142646 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -2144324.750000 Penalty: 960.943176
	Iteration 6Q: 3 clusters Score -2144325 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -2145299.250000 Penalty: 960.943176
	Iteration 7Q: 3 clusters Score -2145299 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -2145902.500000 Penalty: 960.943176
	Iteration 8Q: 3 clusters Score -2145902 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -2146354.250000 Penalty: 960.943176
	Iteration 9Q: 3 clusters Score -2146354 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -2146611.000000 Penalty: 960.943176
	Iteration 10Q: 3 clusters Score -2146611 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -2146838.250000 Penalty: 960.943176
	Iteration 11Q: 3 clusters Score -2146838 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -2146988.500000 Penalty: 960.943176
	Iteration 12Q: 3 clusters Score -2146988 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -2147108.750000 Penalty: 960.943176
	Iteration 13Q: 3 clusters Score -2147109 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -2147175.750000 Penalty: 960.943176
	Iteration 14Q: 3 clusters Score -2147176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -2147204.000000 Penalty: 960.943176
	Iteration 15Q: 3 clusters Score -2147204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -2147235.250000 Penalty: 960.943176
	Iteration 16Q: 3 clusters Score -2147235 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -2147261.750000 Penalty: 960.943176
	Iteration 17Q: 3 clusters Score -2147262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -2147272.750000 Penalty: 960.943176
	Iteration 18Q: 3 clusters Score -2147273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -2147279.000000 Penalty: 960.943176
	Iteration 19Q: 3 clusters Score -2147279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -2147283.500000 Penalty: 960.943176
	Iteration 20F: 3 clusters Score -2147284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -2147290.000000 Penalty: 960.943176
	Iteration 21Q: 3 clusters Score -2147290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -2147292.000000 Penalty: 960.943176
	Iteration 22Q: 3 clusters Score -2147292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -2147297.500000 Penalty: 960.943176
	Iteration 23Q: 3 clusters Score -2147298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -2147298.000000 Penalty: 960.943176
	Iteration 24Q: 3 clusters Score -2147298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -2147299.750000 Penalty: 960.943176
	Iteration 25Q: 3 clusters Score -2147300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -2147297.750000 Penalty: 960.943176
	Iteration 26Q: 3 clusters Score -2147298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -2147302.000000 Penalty: 960.943176
	Iteration 27Q: 3 clusters Score -2147302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -2147299.500000 Penalty: 960.943176
	Iteration 28Q: 3 clusters Score -2147300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -2147301.750000 Penalty: 960.943176
	Iteration 29Q: 3 clusters Score -2147302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -2147300.500000 Penalty: 960.943176
	Iteration 30Q: 3 clusters Score -2147300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -2147300.250000 Penalty: 960.943176
	Iteration 31Q: 3 clusters Score -2147300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -2147300.250000 Penalty: 960.943176
	Iteration 32Q: 3 clusters Score -2147300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -2147301.250000 Penalty: 960.943176
	Iteration 33Q: 3 clusters Score -2147301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -2147301.250000 Penalty: 960.943176
	Iteration 34F: 3 clusters Score -2147301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20781.535156 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -20781.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20382.505859 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -20382.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20453.296875 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -20453.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20466.046875 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -20466.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20473.455078 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -20473.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20484.851562 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -20484.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20500.273438 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -20500.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20506.763672 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -20506.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20511.843750 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -20511.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20522.718750 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -20522.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20532.525391 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -20532.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20537.542969 Penalty: 532.288574
	Iteration 10Q: 3 clusters Score -20537.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20538.642578 Penalty: 532.288574
	Iteration 11Q: 3 clusters Score -20538.64 nChanged 2
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: -20539.373047 Penalty: 532.288574
	Iteration 12Q: 3 clusters Score -20539.37 nChanged 2
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: -20541.974609 Penalty: 532.288574
	Iteration 13Q: 3 clusters Score -20541.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20543.468750 Penalty: 532.288574
	Iteration 14Q: 3 clusters Score -20543.47 nChanged 1
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: -20543.746094 Penalty: 532.288574
	Iteration 15Q: 3 clusters Score -20543.75 nChanged 0
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: -20543.746094 Penalty: 532.288574
	Iteration 16F: 3 clusters Score -20543.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72700.632812 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72700.63 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -72951.046875 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72951.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72993.109375 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -72993.11 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -73024.789062 Penalty: 652.830200
	Iteration 3Q: 3 clusters Score -73024.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -73044.132812 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -73044.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -73076.265625 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73076.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -73118.851562 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73118.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -73150.703125 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73150.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -73169.296875 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73169.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -73187.210938 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73187.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -73210.835938 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73210.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -73226.117188 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73226.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -73238.281250 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73238.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -73251.539062 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73251.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -73263.132812 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73263.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -73271.679688 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73271.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -73280.070312 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73280.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -73287.367188 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73287.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -73294.453125 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73294.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -73298.078125 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73298.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -73301.296875 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -73306.156250 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73306.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -73310.398438 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -73314.015625 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73314.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -73318.117188 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73318.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -73323.406250 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73323.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -73328.429688 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -73328.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -73329.851562 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -73329.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -73332.484375 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -73332.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -73336.992188 Penalty: 652.830200
	Iteration 29Q: 3 clusters Score -73336.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -73342.281250 Penalty: 652.830200
	Iteration 30Q: 3 clusters Score -73342.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -73346.789062 Penalty: 652.830200
	Iteration 31Q: 3 clusters Score -73346.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -73352.320312 Penalty: 652.830200
	Iteration 32Q: 3 clusters Score -73352.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -73359.640625 Penalty: 652.830200
	Iteration 33Q: 3 clusters Score -73359.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -73366.406250 Penalty: 652.830200
	Iteration 34Q: 3 clusters Score -73366.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -73369.351562 Penalty: 652.830200
	Iteration 35Q: 3 clusters Score -73369.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -73371.976562 Penalty: 652.830200
	Iteration 36Q: 3 clusters Score -73371.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -73377.750000 Penalty: 652.830200
	Iteration 37Q: 3 clusters Score -73377.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -73381.703125 Penalty: 652.830200
	Iteration 38Q: 3 clusters Score -73381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -73385.585938 Penalty: 652.830200
	Iteration 39Q: 3 clusters Score -73385.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -73386.960938 Penalty: 652.830200
	Iteration 40F: 3 clusters Score -73386.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -73387.992188 Penalty: 652.830200
	Iteration 41Q: 3 clusters Score -73387.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -73388.718750 Penalty: 652.830200
	Iteration 42Q: 3 clusters Score -73388.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -73389.554688 Penalty: 652.830200
	Iteration 43Q: 3 clusters Score -73389.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -73390.023438 Penalty: 652.830200
	Iteration 44Q: 3 clusters Score -73390.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -73390.023438 Penalty: 652.830200
	Iteration 45F: 3 clusters Score -73390.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -6356.737305 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6356.737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -6165.140625 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6165.141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6212.298828 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6212.299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6232.818848 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6232.819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6241.445312 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6241.445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6245.412598 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6245.413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6245.937988 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6245.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6246.201172 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6246.201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6246.407715 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -6246.408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6246.407715 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -6246.408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -76534.453125 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -76534.45 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 673 members 
Entering Unmasked Estep 
Score: -75488.984375 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -75488.98 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -75804.648438 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -75804.65 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -75857.031250 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -75857.03 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -75910.820312 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -75910.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -75970.914062 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -75970.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -76013.343750 Penalty: 656.586853
	Iteration 5F: 3 clusters Score -76013.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76040.695312 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -76040.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76057.828125 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -76057.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76075.296875 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -76075.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76090.703125 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -76090.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76105.187500 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -76105.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76117.812500 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -76117.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76125.210938 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -76125.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76136.304688 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -76136.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76151.203125 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -76151.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76162.085938 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -76162.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76173.375000 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -76173.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76179.203125 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -76179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76182.757812 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -76182.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76188.843750 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -76188.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76196.695312 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -76196.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -76206.851562 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -76206.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -76220.140625 Penalty: 656.586853
	Iteration 22Q: 3 clusters Score -76220.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -76228.039062 Penalty: 656.586853
	Iteration 23Q: 3 clusters Score -76228.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -76233.289062 Penalty: 656.586853
	Iteration 24Q: 3 clusters Score -76233.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -76238.632812 Penalty: 656.586853
	Iteration 25Q: 3 clusters Score -76238.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -76244.335938 Penalty: 656.586853
	Iteration 26Q: 3 clusters Score -76244.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -76250.757812 Penalty: 656.586853
	Iteration 27Q: 3 clusters Score -76250.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -76257.757812 Penalty: 656.586853
	Iteration 28Q: 3 clusters Score -76257.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -76262.031250 Penalty: 656.586853
	Iteration 29Q: 3 clusters Score -76262.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -76265.898438 Penalty: 656.586853
	Iteration 30Q: 3 clusters Score -76265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -76267.882812 Penalty: 656.586853
	Iteration 31Q: 3 clusters Score -76267.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -76268.468750 Penalty: 656.586853
	Iteration 32Q: 3 clusters Score -76268.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -76268.937500 Penalty: 656.586853
	Iteration 33Q: 3 clusters Score -76268.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -76270.156250 Penalty: 656.586853
	Iteration 34Q: 3 clusters Score -76270.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -76272.257812 Penalty: 656.586853
	Iteration 35Q: 3 clusters Score -76272.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -76276.656250 Penalty: 656.586853
	Iteration 36Q: 3 clusters Score -76276.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -76281.695312 Penalty: 656.586853
	Iteration 37Q: 3 clusters Score -76281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -76284.804688 Penalty: 656.586853
	Iteration 38Q: 3 clusters Score -76284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -76285.898438 Penalty: 656.586853
	Iteration 39Q: 3 clusters Score -76285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -76287.257812 Penalty: 656.586853
	Iteration 40F: 3 clusters Score -76287.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2222.709717 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2222.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2097.193604 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2097.194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2122.524902 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2122.525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2126.832031 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2126.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2138.242188 Penalty: 362.997559
	Iteration 3Q: 3 clusters Score -2138.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2138.242188 Penalty: 362.997559
	Iteration 4F: 3 clusters Score -2138.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -8166.356934 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -8166.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7917.256348 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7917.256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7976.966309 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7976.966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7991.900391 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -7991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8007.732422 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -8007.732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8023.389648 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -8023.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8029.301270 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -8029.301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8032.181152 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -8032.181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8048.645020 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -8048.645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8065.368652 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -8065.369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8065.836914 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -8065.837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8065.836914 Penalty: 467.357666
	Iteration 10F: 3 clusters Score -8065.837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6640.258301 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6640.258 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 63 members 
Entering Unmasked Estep 
Score: -6411.596191 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6411.596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6460.446289 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6460.446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6471.469727 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6471.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6471.469727 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -6471.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -14642.993164 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -14642.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14309.991211 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14309.99 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14447.959961 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14447.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14531.347656 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14531.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14594.597656 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -14594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14610.749023 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14610.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14619.785156 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14619.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14628.201172 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14652.277344 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14652.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14680.536133 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -14680.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14719.238281 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -14719.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14743.260742 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -14743.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14759.263672 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -14759.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14770.118164 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -14770.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14776.587891 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -14776.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14779.373047 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -14779.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14789.327148 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -14789.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14807.961914 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -14807.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14817.434570 Penalty: 519.044189
	Iteration 17Q: 3 clusters Score -14817.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14818.043945 Penalty: 519.044189
	Iteration 18Q: 3 clusters Score -14818.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14818.043945 Penalty: 519.044189
	Iteration 19F: 3 clusters Score -14818.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 126264 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38554 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 120 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3883 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 180 members 
Mstep: Class 25 contains 14955 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23065192.000000 Penalty: 16460.697266
Splitting cluster 17 changes total score from -23065340.000000 to -23065192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -9887.875977 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -9887.876 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 102 members 
Entering Unmasked Estep 
Score: -9688.492188 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9688.492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9854.119141 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -9854.119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9949.534180 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -9949.534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9994.916992 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -9994.917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10021.928711 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10021.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10027.410156 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10027.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10027.410156 Penalty: 481.690735
	Iteration 6F: 3 clusters Score -10027.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 126264 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38554 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 39 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3883 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 160 members 
Mstep: Class 25 contains 14955 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23065136.000000 Penalty: 16460.697266
Splitting cluster 18 changes total score from -23065340.000000 to -23065136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Entering Unmasked Estep 
Score: -339094.125000 Penalty: 397.801636
	Iteration 0F: 2 clusters Score -339094.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -334902.437500 Penalty: 795.603271
	Iteration 0F: 3 clusters Score -334902.4 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -336647.687500 Penalty: 795.603271
	Iteration 1F: 3 clusters Score -336647.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -336854.812500 Penalty: 795.603271
	Iteration 2F: 3 clusters Score -336854.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -337059.906250 Penalty: 795.603271
	Iteration 3F: 3 clusters Score -337059.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -337310.406250 Penalty: 795.603271
	Iteration 4F: 3 clusters Score -337310.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -337612.312500 Penalty: 795.603271
	Iteration 5F: 3 clusters Score -337612.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -337956.593750 Penalty: 795.603271
	Iteration 6F: 3 clusters Score -337956.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -338210.156250 Penalty: 795.603271
	Iteration 7F: 3 clusters Score -338210.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -338369.000000 Penalty: 795.603271
	Iteration 8Q: 3 clusters Score -338369 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -338498.093750 Penalty: 795.603271
	Iteration 9Q: 3 clusters Score -338498.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -338627.218750 Penalty: 795.603271
	Iteration 10Q: 3 clusters Score -338627.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -338727.343750 Penalty: 795.603271
	Iteration 11Q: 3 clusters Score -338727.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -338777.000000 Penalty: 795.603271
	Iteration 12Q: 3 clusters Score -338777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -338799.968750 Penalty: 795.603271
	Iteration 13Q: 3 clusters Score -338800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -338814.125000 Penalty: 795.603271
	Iteration 14Q: 3 clusters Score -338814.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -338821.437500 Penalty: 795.603271
	Iteration 15Q: 3 clusters Score -338821.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -338825.000000 Penalty: 795.603271
	Iteration 16Q: 3 clusters Score -338825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -338826.062500 Penalty: 795.603271
	Iteration 17Q: 3 clusters Score -338826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -338826.156250 Penalty: 795.603271
	Iteration 18Q: 3 clusters Score -338826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -338826.781250 Penalty: 795.603271
	Iteration 19Q: 3 clusters Score -338826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -338827.312500 Penalty: 795.603271
	Iteration 20F: 3 clusters Score -338827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -338827.375000 Penalty: 795.603271
	Iteration 21Q: 3 clusters Score -338827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -338827.312500 Penalty: 795.603271
	Iteration 22Q: 3 clusters Score -338827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -338827.718750 Penalty: 795.603271
	Iteration 23Q: 3 clusters Score -338827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -338827.218750 Penalty: 795.603271
	Iteration 24Q: 3 clusters Score -338827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -338827.812500 Penalty: 795.603271
	Iteration 25Q: 3 clusters Score -338827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -338827.812500 Penalty: 795.603271
	Iteration 26F: 3 clusters Score -338827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -744149.812500 Penalty: 429.780640
	Iteration 0F: 2 clusters Score -744149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -735610.750000 Penalty: 859.561279
	Iteration 0F: 3 clusters Score -735610.8 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -739119.500000 Penalty: 859.561279
	Iteration 1F: 3 clusters Score -739119.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -739396.437500 Penalty: 859.561279
	Iteration 2F: 3 clusters Score -739396.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -739730.062500 Penalty: 859.561279
	Iteration 3F: 3 clusters Score -739730.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -740156.812500 Penalty: 859.561279
	Iteration 4F: 3 clusters Score -740156.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -740715.687500 Penalty: 859.561279
	Iteration 5F: 3 clusters Score -740715.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -741439.937500 Penalty: 859.561279
	Iteration 6F: 3 clusters Score -741439.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -741967.937500 Penalty: 859.561279
	Iteration 7F: 3 clusters Score -741967.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -742230.562500 Penalty: 859.561279
	Iteration 8Q: 3 clusters Score -742230.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -742343.812500 Penalty: 859.561279
	Iteration 9Q: 3 clusters Score -742343.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -742409.125000 Penalty: 859.561279
	Iteration 10Q: 3 clusters Score -742409.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -742458.125000 Penalty: 859.561279
	Iteration 11Q: 3 clusters Score -742458.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -742502.500000 Penalty: 859.561279
	Iteration 12Q: 3 clusters Score -742502.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -742548.125000 Penalty: 859.561279
	Iteration 13Q: 3 clusters Score -742548.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -742583.625000 Penalty: 859.561279
	Iteration 14Q: 3 clusters Score -742583.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -742613.750000 Penalty: 859.561279
	Iteration 15Q: 3 clusters Score -742613.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -742637.625000 Penalty: 859.561279
	Iteration 16Q: 3 clusters Score -742637.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -742660.625000 Penalty: 859.561279
	Iteration 17Q: 3 clusters Score -742660.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -742687.812500 Penalty: 859.561279
	Iteration 18Q: 3 clusters Score -742687.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -742719.125000 Penalty: 859.561279
	Iteration 19Q: 3 clusters Score -742719.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -742759.750000 Penalty: 859.561279
	Iteration 20F: 3 clusters Score -742759.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -742799.625000 Penalty: 859.561279
	Iteration 21Q: 3 clusters Score -742799.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -742839.500000 Penalty: 859.561279
	Iteration 22Q: 3 clusters Score -742839.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -742883.312500 Penalty: 859.561279
	Iteration 23Q: 3 clusters Score -742883.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -742928.687500 Penalty: 859.561279
	Iteration 24Q: 3 clusters Score -742928.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -742972.437500 Penalty: 859.561279
	Iteration 25Q: 3 clusters Score -742972.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -743023.625000 Penalty: 859.561279
	Iteration 26Q: 3 clusters Score -743023.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -743069.125000 Penalty: 859.561279
	Iteration 27Q: 3 clusters Score -743069.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -743122.000000 Penalty: 859.561279
	Iteration 28Q: 3 clusters Score -743122 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -743184.875000 Penalty: 859.561279
	Iteration 29Q: 3 clusters Score -743184.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -743243.625000 Penalty: 859.561279
	Iteration 30Q: 3 clusters Score -743243.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -743299.625000 Penalty: 859.561279
	Iteration 31Q: 3 clusters Score -743299.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -743359.875000 Penalty: 859.561279
	Iteration 32Q: 3 clusters Score -743359.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -743410.625000 Penalty: 859.561279
	Iteration 33Q: 3 clusters Score -743410.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -743455.437500 Penalty: 859.561279
	Iteration 34Q: 3 clusters Score -743455.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -743504.625000 Penalty: 859.561279
	Iteration 35Q: 3 clusters Score -743504.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -743563.312500 Penalty: 859.561279
	Iteration 36Q: 3 clusters Score -743563.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -743604.000000 Penalty: 859.561279
	Iteration 37Q: 3 clusters Score -743604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -743633.187500 Penalty: 859.561279
	Iteration 38Q: 3 clusters Score -743633.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -743665.812500 Penalty: 859.561279
	Iteration 39Q: 3 clusters Score -743665.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -743692.250000 Penalty: 859.561279
	Iteration 40F: 3 clusters Score -743692.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -743709.937500 Penalty: 859.561279
	Iteration 41Q: 3 clusters Score -743709.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -743730.937500 Penalty: 859.561279
	Iteration 42Q: 3 clusters Score -743730.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -743747.500000 Penalty: 859.561279
	Iteration 43Q: 3 clusters Score -743747.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -743761.375000 Penalty: 859.561279
	Iteration 44Q: 3 clusters Score -743761.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -743775.687500 Penalty: 859.561279
	Iteration 45Q: 3 clusters Score -743775.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -743785.062500 Penalty: 859.561279
	Iteration 46Q: 3 clusters Score -743785.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -743791.625000 Penalty: 859.561279
	Iteration 47Q: 3 clusters Score -743791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -743794.125000 Penalty: 859.561279
	Iteration 48Q: 3 clusters Score -743794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -743794.000000 Penalty: 859.561279
	Iteration 49Q: 3 clusters Score -743794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -743793.625000 Penalty: 859.561279
	Iteration 50Q: 3 clusters Score -743793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -743795.500000 Penalty: 859.561279
	Iteration 51Q: 3 clusters Score -743795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -743795.500000 Penalty: 859.561279
	Iteration 52F: 3 clusters Score -743795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -50147.363281 Penalty: 313.150909
	Iteration 0F: 2 clusters Score -50147.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49364.453125 Penalty: 626.301819
	Iteration 0F: 3 clusters Score -49364.45 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49703.535156 Penalty: 626.301819
	Iteration 1F: 3 clusters Score -49703.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -49784.390625 Penalty: 626.301819
	Iteration 2F: 3 clusters Score -49784.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49844.566406 Penalty: 626.301819
	Iteration 3F: 3 clusters Score -49844.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49913.910156 Penalty: 626.301819
	Iteration 4F: 3 clusters Score -49913.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49962.605469 Penalty: 626.301819
	Iteration 5F: 3 clusters Score -49962.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50000.976562 Penalty: 626.301819
	Iteration 6Q: 3 clusters Score -50000.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -50022.960938 Penalty: 626.301819
	Iteration 7Q: 3 clusters Score -50022.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50033.867188 Penalty: 626.301819
	Iteration 8Q: 3 clusters Score -50033.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50043.601562 Penalty: 626.301819
	Iteration 9Q: 3 clusters Score -50043.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50050.125000 Penalty: 626.301819
	Iteration 10Q: 3 clusters Score -50050.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50052.972656 Penalty: 626.301819
	Iteration 11Q: 3 clusters Score -50052.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50053.769531 Penalty: 626.301819
	Iteration 12Q: 3 clusters Score -50053.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50054.664062 Penalty: 626.301819
	Iteration 13Q: 3 clusters Score -50054.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50054.910156 Penalty: 626.301819
	Iteration 14Q: 3 clusters Score -50054.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50057.187500 Penalty: 626.301819
	Iteration 15Q: 3 clusters Score -50057.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50061.789062 Penalty: 626.301819
	Iteration 16Q: 3 clusters Score -50061.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50063.457031 Penalty: 626.301819
	Iteration 17Q: 3 clusters Score -50063.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50064.480469 Penalty: 626.301819
	Iteration 18Q: 3 clusters Score -50064.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50065.738281 Penalty: 626.301819
	Iteration 19Q: 3 clusters Score -50065.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50067.046875 Penalty: 626.301819
	Iteration 20F: 3 clusters Score -50067.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50068.992188 Penalty: 626.301819
	Iteration 21Q: 3 clusters Score -50068.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50070.792969 Penalty: 626.301819
	Iteration 22Q: 3 clusters Score -50070.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50071.609375 Penalty: 626.301819
	Iteration 23Q: 3 clusters Score -50071.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50072.339844 Penalty: 626.301819
	Iteration 24Q: 3 clusters Score -50072.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50072.339844 Penalty: 626.301819
	Iteration 25F: 3 clusters Score -50072.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -222558.343750 Penalty: 376.028534
	Iteration 0F: 2 clusters Score -222558.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -219924.718750 Penalty: 752.057068
	Iteration 0F: 3 clusters Score -219924.7 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -220959.656250 Penalty: 752.057068
	Iteration 1F: 3 clusters Score -220959.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -221112.953125 Penalty: 752.057068
	Iteration 2F: 3 clusters Score -221113 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -221319.875000 Penalty: 752.057068
	Iteration 3F: 3 clusters Score -221319.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -221576.312500 Penalty: 752.057068
	Iteration 4F: 3 clusters Score -221576.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -221813.312500 Penalty: 752.057068
	Iteration 5F: 3 clusters Score -221813.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -222000.000000 Penalty: 752.057068
	Iteration 6Q: 3 clusters Score -222000 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -222121.812500 Penalty: 752.057068
	Iteration 7Q: 3 clusters Score -222121.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -222193.484375 Penalty: 752.057068
	Iteration 8Q: 3 clusters Score -222193.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -222235.328125 Penalty: 752.057068
	Iteration 9Q: 3 clusters Score -222235.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -222254.328125 Penalty: 752.057068
	Iteration 10Q: 3 clusters Score -222254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -222261.921875 Penalty: 752.057068
	Iteration 11Q: 3 clusters Score -222261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -222266.953125 Penalty: 752.057068
	Iteration 12Q: 3 clusters Score -222267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -222270.578125 Penalty: 752.057068
	Iteration 13Q: 3 clusters Score -222270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -222273.109375 Penalty: 752.057068
	Iteration 14Q: 3 clusters Score -222273.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -222273.109375 Penalty: 752.057068
	Iteration 15F: 3 clusters Score -222273.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -58450.429688 Penalty: 313.430054
	Iteration 0F: 2 clusters Score -58450.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57660.746094 Penalty: 626.860107
	Iteration 0F: 3 clusters Score -57660.75 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57916.191406 Penalty: 626.860107
	Iteration 1F: 3 clusters Score -57916.19 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58039.351562 Penalty: 626.860107
	Iteration 2F: 3 clusters Score -58039.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58128.507812 Penalty: 626.860107
	Iteration 3F: 3 clusters Score -58128.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58185.425781 Penalty: 626.860107
	Iteration 4F: 3 clusters Score -58185.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58221.062500 Penalty: 626.860107
	Iteration 5F: 3 clusters Score -58221.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58252.191406 Penalty: 626.860107
	Iteration 6Q: 3 clusters Score -58252.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58284.425781 Penalty: 626.860107
	Iteration 7Q: 3 clusters Score -58284.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58306.613281 Penalty: 626.860107
	Iteration 8Q: 3 clusters Score -58306.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58327.265625 Penalty: 626.860107
	Iteration 9Q: 3 clusters Score -58327.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58347.066406 Penalty: 626.860107
	Iteration 10Q: 3 clusters Score -58347.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58356.300781 Penalty: 626.860107
	Iteration 11Q: 3 clusters Score -58356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58365.968750 Penalty: 626.860107
	Iteration 12Q: 3 clusters Score -58365.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58369.765625 Penalty: 626.860107
	Iteration 13Q: 3 clusters Score -58369.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58372.714844 Penalty: 626.860107
	Iteration 14Q: 3 clusters Score -58372.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58373.507812 Penalty: 626.860107
	Iteration 15Q: 3 clusters Score -58373.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58374.109375 Penalty: 626.860107
	Iteration 16Q: 3 clusters Score -58374.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58374.929688 Penalty: 626.860107
	Iteration 17Q: 3 clusters Score -58374.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58374.929688 Penalty: 626.860107
	Iteration 18F: 3 clusters Score -58374.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -927888.562500 Penalty: 437.382416
	Iteration 0F: 2 clusters Score -927888.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -917945.750000 Penalty: 874.764832
	Iteration 0F: 3 clusters Score -917945.8 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -922100.250000 Penalty: 874.764832
	Iteration 1F: 3 clusters Score -922100.2 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -922796.625000 Penalty: 874.764832
	Iteration 2F: 3 clusters Score -922796.6 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -923868.750000 Penalty: 874.764832
	Iteration 3F: 3 clusters Score -923868.8 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -925121.312500 Penalty: 874.764832
	Iteration 4F: 3 clusters Score -925121.3 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -926280.125000 Penalty: 874.764832
	Iteration 5F: 3 clusters Score -926280.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -926981.500000 Penalty: 874.764832
	Iteration 6Q: 3 clusters Score -926981.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -927304.562500 Penalty: 874.764832
	Iteration 7Q: 3 clusters Score -927304.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -927420.375000 Penalty: 874.764832
	Iteration 8Q: 3 clusters Score -927420.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -927464.437500 Penalty: 874.764832
	Iteration 9Q: 3 clusters Score -927464.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -927490.187500 Penalty: 874.764832
	Iteration 10Q: 3 clusters Score -927490.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -927501.437500 Penalty: 874.764832
	Iteration 11Q: 3 clusters Score -927501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -927511.312500 Penalty: 874.764832
	Iteration 12Q: 3 clusters Score -927511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -927514.062500 Penalty: 874.764832
	Iteration 13Q: 3 clusters Score -927514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -927520.250000 Penalty: 874.764832
	Iteration 14Q: 3 clusters Score -927520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -927524.750000 Penalty: 874.764832
	Iteration 15Q: 3 clusters Score -927524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -927528.937500 Penalty: 874.764832
	Iteration 16Q: 3 clusters Score -927528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -927530.875000 Penalty: 874.764832
	Iteration 17Q: 3 clusters Score -927530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -927530.875000 Penalty: 874.764832
	Iteration 18F: 3 clusters Score -927530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Entering Unmasked Estep 
Score: -1715.181030 Penalty: 172.180634
	Iteration 0F: 2 clusters Score -1715.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1594.342529 Penalty: 344.361267
	Iteration 0F: 3 clusters Score -1594.343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1626.361450 Penalty: 344.361267
	Iteration 1F: 3 clusters Score -1626.361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -37959.246094 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -37959.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37353.386719 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -37353.39 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37511.636719 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -37511.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -37553.695312 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -37553.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37576.433594 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -37576.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37594.832031 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -37594.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37612.375000 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -37612.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37625.574219 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -37625.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37639.253906 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -37639.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -37656.000000 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -37656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -37668.589844 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -37668.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -37674.777344 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -37674.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -37678.261719 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -37678.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -37681.023438 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -37681.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37691.246094 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -37691.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37710.496094 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -37710.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -37727.425781 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -37727.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37740.507812 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -37740.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -37744.027344 Penalty: 594.177124
	Iteration 17Q: 3 clusters Score -37744.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -37746.132812 Penalty: 594.177124
	Iteration 18Q: 3 clusters Score -37746.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -37749.734375 Penalty: 594.177124
	Iteration 19Q: 3 clusters Score -37749.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -37751.746094 Penalty: 594.177124
	Iteration 20F: 3 clusters Score -37751.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -37755.402344 Penalty: 594.177124
	Iteration 21Q: 3 clusters Score -37755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37759.253906 Penalty: 594.177124
	Iteration 22Q: 3 clusters Score -37759.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37760.597656 Penalty: 594.177124
	Iteration 23Q: 3 clusters Score -37760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37761.820312 Penalty: 594.177124
	Iteration 24Q: 3 clusters Score -37761.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -37762.250000 Penalty: 594.177124
	Iteration 25Q: 3 clusters Score -37762.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37763.707031 Penalty: 594.177124
	Iteration 26Q: 3 clusters Score -37763.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -37764.316406 Penalty: 594.177124
	Iteration 27Q: 3 clusters Score -37764.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37764.507812 Penalty: 594.177124
	Iteration 28Q: 3 clusters Score -37764.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37764.507812 Penalty: 594.177124
	Iteration 29F: 3 clusters Score -37764.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7034.390137 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7034.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6798.185059 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6798.185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6850.125977 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6850.126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6877.624512 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6877.625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6889.791016 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6889.791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6891.194824 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6891.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6892.334961 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6892.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6892.334961 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6892.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 126264 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38554 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3883 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 14955 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065338.000000 Penalty: 15872.815430
Iteration 359Q: 28 clusters Score -2.306534e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 12663 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 126245 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38536 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12642 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3884 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15017 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065328.000000 Penalty: 15872.815430
Iteration 360F: 28 clusters Score -2.306533e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165383 members 
Mstep: Class 2 contains 12659 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 126223 members 
Mstep: Class 7 contains 4401 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38525 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12634 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15084 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065370.000000 Penalty: 15872.815430
Iteration 361Q: 28 clusters Score -2.306537e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 12651 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 126207 members 
Mstep: Class 7 contains 4398 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38512 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12626 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15155 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065410.000000 Penalty: 15872.815430
Iteration 362Q: 28 clusters Score -2.306541e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165336 members 
Mstep: Class 2 contains 12642 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 126192 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38495 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6266 members 
Mstep: Class 20 contains 12623 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3888 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15228 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065424.000000 Penalty: 15872.815430
Iteration 363Q: 28 clusters Score -2.306542e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 12638 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 126166 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38482 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6265 members 
Mstep: Class 20 contains 12623 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3889 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15299 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065416.000000 Penalty: 15872.815430
Iteration 364Q: 28 clusters Score -2.306542e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 12630 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 126154 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38471 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6265 members 
Mstep: Class 20 contains 12607 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 15365 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065456.000000 Penalty: 15872.815430
Iteration 365Q: 28 clusters Score -2.306546e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 12624 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 126139 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38460 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6262 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065518.000000 Penalty: 15872.815430
Iteration 366Q: 28 clusters Score -2.306552e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 12621 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 126128 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38445 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6258 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15462 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065532.000000 Penalty: 15872.815430
Iteration 367Q: 28 clusters Score -2.306553e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165321 members 
Mstep: Class 2 contains 12618 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7376 members 
Mstep: Class 6 contains 126118 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 12571 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 3863 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065536.000000 Penalty: 15872.815430
Iteration 368Q: 28 clusters Score -2.306554e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165322 members 
Mstep: Class 2 contains 12619 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 126087 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38426 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6250 members 
Mstep: Class 20 contains 12560 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 3860 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15560 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065582.000000 Penalty: 15872.815430
Iteration 369Q: 28 clusters Score -2.306558e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165321 members 
Mstep: Class 2 contains 12623 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7370 members 
Mstep: Class 6 contains 126068 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38415 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 12550 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 3854 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15610 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065580.000000 Penalty: 15872.815430
Iteration 370Q: 28 clusters Score -2.306558e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165331 members 
Mstep: Class 2 contains 12621 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 126051 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38399 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15657 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065582.000000 Penalty: 15872.815430
Iteration 371Q: 28 clusters Score -2.306558e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165332 members 
Mstep: Class 2 contains 12624 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 126047 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38379 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15698 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065676.000000 Penalty: 15872.815430
Iteration 372Q: 28 clusters Score -2.306568e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 12621 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 126031 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38364 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 12490 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15743 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065710.000000 Penalty: 15872.815430
Iteration 373Q: 28 clusters Score -2.306571e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7368 members 
Mstep: Class 6 contains 126029 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38349 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15778 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065696.000000 Penalty: 15872.815430
Iteration 374Q: 28 clusters Score -2.30657e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 12615 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 126022 members 
Mstep: Class 7 contains 4372 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38342 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 12429 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065682.000000 Penalty: 15872.815430
Iteration 375Q: 28 clusters Score -2.306568e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 12617 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7376 members 
Mstep: Class 6 contains 126010 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38335 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 12388 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3850 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15838 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065728.000000 Penalty: 15872.815430
Iteration 376Q: 28 clusters Score -2.306573e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 12618 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 125990 members 
Mstep: Class 7 contains 4360 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38325 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6246 members 
Mstep: Class 20 contains 12352 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15859 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065738.000000 Penalty: 15872.815430
Iteration 377Q: 28 clusters Score -2.306574e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 12615 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7394 members 
Mstep: Class 6 contains 125975 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38308 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6246 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15872 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065706.000000 Penalty: 15872.815430
Iteration 378Q: 28 clusters Score -2.306571e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7401 members 
Mstep: Class 6 contains 125945 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38292 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6245 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3850 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15896 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065774.000000 Penalty: 15872.815430
Iteration 379Q: 28 clusters Score -2.306577e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165618 members 
Mstep: Class 2 contains 12618 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7400 members 
Mstep: Class 6 contains 125901 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38286 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6239 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15929 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065782.000000 Penalty: 15872.815430
Iteration 380F: 28 clusters Score -2.306578e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 12617 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7400 members 
Mstep: Class 6 contains 125870 members 
Mstep: Class 7 contains 4308 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38270 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3859 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 15962 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065828.000000 Penalty: 15872.815430
Iteration 381Q: 28 clusters Score -2.306583e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165666 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7401 members 
Mstep: Class 6 contains 125842 members 
Mstep: Class 7 contains 4289 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38262 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 16000 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065772.000000 Penalty: 15872.815430
Iteration 382Q: 28 clusters Score -2.306577e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 12613 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7404 members 
Mstep: Class 6 contains 125816 members 
Mstep: Class 7 contains 4281 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38255 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3850 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 16043 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065810.000000 Penalty: 15872.815430
Iteration 383Q: 28 clusters Score -2.306581e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165694 members 
Mstep: Class 2 contains 12608 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7410 members 
Mstep: Class 6 contains 125777 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38244 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 16093 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065806.000000 Penalty: 15872.815430
Iteration 384Q: 28 clusters Score -2.306581e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165702 members 
Mstep: Class 2 contains 12607 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7417 members 
Mstep: Class 6 contains 125741 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38228 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 16142 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065822.000000 Penalty: 15872.815430
Iteration 385Q: 28 clusters Score -2.306582e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 12604 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7428 members 
Mstep: Class 6 contains 125702 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38217 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 16197 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065842.000000 Penalty: 15872.815430
Iteration 386Q: 28 clusters Score -2.306584e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165711 members 
Mstep: Class 2 contains 12601 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7440 members 
Mstep: Class 6 contains 125668 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38203 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3851 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065864.000000 Penalty: 15872.815430
Iteration 387Q: 28 clusters Score -2.306586e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165697 members 
Mstep: Class 2 contains 12597 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7453 members 
Mstep: Class 6 contains 125636 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38190 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6231 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16307 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065830.000000 Penalty: 15872.815430
Iteration 388Q: 28 clusters Score -2.306583e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 12597 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 125615 members 
Mstep: Class 7 contains 4276 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38168 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6230 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3860 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16349 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065852.000000 Penalty: 15872.815430
Iteration 389Q: 28 clusters Score -2.306585e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 12595 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 125593 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38148 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6230 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16393 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065898.000000 Penalty: 15872.815430
Iteration 390Q: 28 clusters Score -2.30659e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 12589 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 125588 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38128 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6230 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16435 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065924.000000 Penalty: 15872.815430
Iteration 391Q: 28 clusters Score -2.306592e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165624 members 
Mstep: Class 2 contains 12588 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 125577 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38117 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6227 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16473 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065904.000000 Penalty: 15872.815430
Iteration 392Q: 28 clusters Score -2.30659e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 12584 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 125562 members 
Mstep: Class 7 contains 4276 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38104 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6223 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16514 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065850.000000 Penalty: 15872.815430
Iteration 393Q: 28 clusters Score -2.306585e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 12582 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7495 members 
Mstep: Class 6 contains 125552 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38090 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6218 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3865 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16558 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065818.000000 Penalty: 15872.815430
Iteration 394Q: 28 clusters Score -2.306582e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165588 members 
Mstep: Class 2 contains 12580 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 125523 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38081 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6210 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16607 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065878.000000 Penalty: 15872.815430
Iteration 395Q: 28 clusters Score -2.306588e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165576 members 
Mstep: Class 2 contains 12582 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7500 members 
Mstep: Class 6 contains 125498 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38071 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6202 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16653 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065878.000000 Penalty: 15872.815430
Iteration 396Q: 28 clusters Score -2.306588e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165555 members 
Mstep: Class 2 contains 12582 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 125486 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38062 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6198 members 
Mstep: Class 20 contains 12254 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16687 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065890.000000 Penalty: 15872.815430
Iteration 397Q: 28 clusters Score -2.306589e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 12578 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7519 members 
Mstep: Class 6 contains 125462 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38053 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6196 members 
Mstep: Class 20 contains 12254 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16735 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065918.000000 Penalty: 15872.815430
Iteration 398Q: 28 clusters Score -2.306592e+07 nChanged 173
Entering ConstructFrom: 
Score: -23065918.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (165533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Entering Unmasked Estep 
Score: -9678024.000000 Penalty: 546.770142
	Iteration 0F: 2 clusters Score -9678024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -9572115.000000 Penalty: 1093.540283
	Iteration 0F: 3 clusters Score -9572115 nChanged 81399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -9620875.000000 Penalty: 1093.540283
	Iteration 1F: 3 clusters Score -9620875 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -9621825.000000 Penalty: 1093.540283
	Iteration 2Q: 3 clusters Score -9621825 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -9623076.000000 Penalty: 1093.540283
	Iteration 3Q: 3 clusters Score -9623076 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -9624611.000000 Penalty: 1093.540283
	Iteration 4Q: 3 clusters Score -9624611 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -9626661.000000 Penalty: 1093.540283
	Iteration 5Q: 3 clusters Score -9626661 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -9629676.000000 Penalty: 1093.540283
	Iteration 6Q: 3 clusters Score -9629676 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -9634836.000000 Penalty: 1093.540283
	Iteration 7F: 3 clusters Score -9634836 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 119164 members 
Entering Unmasked Estep 
Score: -9642678.000000 Penalty: 1093.540283
	Iteration 8F: 3 clusters Score -9642678 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 131165 members 
Entering Unmasked Estep 
Score: -9652403.000000 Penalty: 1093.540283
	Iteration 9F: 3 clusters Score -9652403 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 142074 members 
Entering Unmasked Estep 
Score: -9661317.000000 Penalty: 1093.540283
	Iteration 10F: 3 clusters Score -9661317 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -9667090.000000 Penalty: 1093.540283
	Iteration 11Q: 3 clusters Score -9667090 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -9670455.000000 Penalty: 1093.540283
	Iteration 12Q: 3 clusters Score -9670455 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 156062 members 
Entering Unmasked Estep 
Score: -9672116.000000 Penalty: 1093.540283
	Iteration 13Q: 3 clusters Score -9672116 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 157865 members 
Entering Unmasked Estep 
Score: -9673165.000000 Penalty: 1093.540283
	Iteration 14Q: 3 clusters Score -9673165 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -9673953.000000 Penalty: 1093.540283
	Iteration 15Q: 3 clusters Score -9673953 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -9674619.000000 Penalty: 1093.540283
	Iteration 16Q: 3 clusters Score -9674619 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 161331 members 
Entering Unmasked Estep 
Score: -9675193.000000 Penalty: 1093.540283
	Iteration 17Q: 3 clusters Score -9675193 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 162038 members 
Entering Unmasked Estep 
Score: -9675622.000000 Penalty: 1093.540283
	Iteration 18Q: 3 clusters Score -9675622 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -9675945.000000 Penalty: 1093.540283
	Iteration 19Q: 3 clusters Score -9675945 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -9676228.000000 Penalty: 1093.540283
	Iteration 20F: 3 clusters Score -9676228 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -9676487.000000 Penalty: 1093.540283
	Iteration 21Q: 3 clusters Score -9676487 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 163726 members 
Entering Unmasked Estep 
Score: -9676677.000000 Penalty: 1093.540283
	Iteration 22Q: 3 clusters Score -9676677 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -9676761.000000 Penalty: 1093.540283
	Iteration 23Q: 3 clusters Score -9676761 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -9676874.000000 Penalty: 1093.540283
	Iteration 24Q: 3 clusters Score -9676874 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -9676983.000000 Penalty: 1093.540283
	Iteration 25Q: 3 clusters Score -9676983 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -9677071.000000 Penalty: 1093.540283
	Iteration 26Q: 3 clusters Score -9677071 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -9677190.000000 Penalty: 1093.540283
	Iteration 27Q: 3 clusters Score -9677190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 164683 members 
Entering Unmasked Estep 
Score: -9677254.000000 Penalty: 1093.540283
	Iteration 28Q: 3 clusters Score -9677254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 164749 members 
Entering Unmasked Estep 
Score: -9677284.000000 Penalty: 1093.540283
	Iteration 29Q: 3 clusters Score -9677284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -9677349.000000 Penalty: 1093.540283
	Iteration 30Q: 3 clusters Score -9677349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 164860 members 
Entering Unmasked Estep 
Score: -9677377.000000 Penalty: 1093.540283
	Iteration 31Q: 3 clusters Score -9677377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -9677406.000000 Penalty: 1093.540283
	Iteration 32Q: 3 clusters Score -9677406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 164934 members 
Entering Unmasked Estep 
Score: -9677428.000000 Penalty: 1093.540283
	Iteration 33Q: 3 clusters Score -9677428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -9677450.000000 Penalty: 1093.540283
	Iteration 34Q: 3 clusters Score -9677450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 164997 members 
Entering Unmasked Estep 
Score: -9677448.000000 Penalty: 1093.540283
	Iteration 35Q: 3 clusters Score -9677448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -9677457.000000 Penalty: 1093.540283
	Iteration 36Q: 3 clusters Score -9677457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -9677460.000000 Penalty: 1093.540283
	Iteration 37Q: 3 clusters Score -9677460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -9677453.000000 Penalty: 1093.540283
	Iteration 38Q: 3 clusters Score -9677453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -9677452.000000 Penalty: 1093.540283
	Iteration 39Q: 3 clusters Score -9677452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -9677461.000000 Penalty: 1093.540283
	Iteration 40F: 3 clusters Score -9677461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -9677467.000000 Penalty: 1093.540283
	Iteration 41Q: 3 clusters Score -9677467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -9677478.000000 Penalty: 1093.540283
	Iteration 42Q: 3 clusters Score -9677478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 165069 members 
Entering Unmasked Estep 
Score: -9677478.000000 Penalty: 1093.540283
	Iteration 43Q: 3 clusters Score -9677478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 165073 members 
Entering Unmasked Estep 
Score: -9677477.000000 Penalty: 1093.540283
	Iteration 44Q: 3 clusters Score -9677477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -9677479.000000 Penalty: 1093.540283
	Iteration 45Q: 3 clusters Score -9677479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -9677482.000000 Penalty: 1093.540283
	Iteration 46Q: 3 clusters Score -9677482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 165081 members 
Entering Unmasked Estep 
Score: -9677485.000000 Penalty: 1093.540283
	Iteration 47Q: 3 clusters Score -9677485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 165085 members 
Entering Unmasked Estep 
Score: -9677479.000000 Penalty: 1093.540283
	Iteration 48Q: 3 clusters Score -9677479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 165088 members 
Entering Unmasked Estep 
Score: -9677481.000000 Penalty: 1093.540283
	Iteration 49Q: 3 clusters Score -9677481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -9677488.000000 Penalty: 1093.540283
	Iteration 50Q: 3 clusters Score -9677488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -9677486.000000 Penalty: 1093.540283
	Iteration 51Q: 3 clusters Score -9677486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 165101 members 
Entering Unmasked Estep 
Score: -9677496.000000 Penalty: 1093.540283
	Iteration 52Q: 3 clusters Score -9677496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -9677497.000000 Penalty: 1093.540283
	Iteration 53Q: 3 clusters Score -9677497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 165113 members 
Entering Unmasked Estep 
Score: -9677489.000000 Penalty: 1093.540283
	Iteration 54Q: 3 clusters Score -9677489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 165115 members 
Entering Unmasked Estep 
Score: -9677499.000000 Penalty: 1093.540283
	Iteration 55Q: 3 clusters Score -9677499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 165116 members 
Entering Unmasked Estep 
Score: -9677504.000000 Penalty: 1093.540283
	Iteration 56Q: 3 clusters Score -9677504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
Score: -9677512.000000 Penalty: 1093.540283
	Iteration 57Q: 3 clusters Score -9677512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
Score: -9677512.000000 Penalty: 1093.540283
	Iteration 58F: 3 clusters Score -9677512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Entering Unmasked Estep 
Score: -796039.000000 Penalty: 429.495728
	Iteration 0F: 2 clusters Score -796039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -787694.500000 Penalty: 858.991455
	Iteration 0F: 3 clusters Score -787694.5 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -791016.125000 Penalty: 858.991455
	Iteration 1F: 3 clusters Score -791016.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -791241.375000 Penalty: 858.991455
	Iteration 2F: 3 clusters Score -791241.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -791516.125000 Penalty: 858.991455
	Iteration 3F: 3 clusters Score -791516.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -791860.562500 Penalty: 858.991455
	Iteration 4F: 3 clusters Score -791860.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -792369.625000 Penalty: 858.991455
	Iteration 5F: 3 clusters Score -792369.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -793021.437500 Penalty: 858.991455
	Iteration 6F: 3 clusters Score -793021.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -793549.625000 Penalty: 858.991455
	Iteration 7F: 3 clusters Score -793549.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -793883.562500 Penalty: 858.991455
	Iteration 8Q: 3 clusters Score -793883.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -794019.875000 Penalty: 858.991455
	Iteration 9Q: 3 clusters Score -794019.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -794090.562500 Penalty: 858.991455
	Iteration 10Q: 3 clusters Score -794090.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -794140.812500 Penalty: 858.991455
	Iteration 11Q: 3 clusters Score -794140.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -794188.375000 Penalty: 858.991455
	Iteration 12Q: 3 clusters Score -794188.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -794234.875000 Penalty: 858.991455
	Iteration 13Q: 3 clusters Score -794234.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -794277.750000 Penalty: 858.991455
	Iteration 14Q: 3 clusters Score -794277.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -794322.812500 Penalty: 858.991455
	Iteration 15Q: 3 clusters Score -794322.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -794359.437500 Penalty: 858.991455
	Iteration 16Q: 3 clusters Score -794359.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -794391.875000 Penalty: 858.991455
	Iteration 17Q: 3 clusters Score -794391.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -794433.250000 Penalty: 858.991455
	Iteration 18Q: 3 clusters Score -794433.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -794463.187500 Penalty: 858.991455
	Iteration 19Q: 3 clusters Score -794463.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -794499.375000 Penalty: 858.991455
	Iteration 20F: 3 clusters Score -794499.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -794529.062500 Penalty: 858.991455
	Iteration 21Q: 3 clusters Score -794529.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -794553.437500 Penalty: 858.991455
	Iteration 22Q: 3 clusters Score -794553.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -794574.937500 Penalty: 858.991455
	Iteration 23Q: 3 clusters Score -794574.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -794593.875000 Penalty: 858.991455
	Iteration 24Q: 3 clusters Score -794593.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -794611.375000 Penalty: 858.991455
	Iteration 25Q: 3 clusters Score -794611.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -794631.875000 Penalty: 858.991455
	Iteration 26Q: 3 clusters Score -794631.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -794656.562500 Penalty: 858.991455
	Iteration 27Q: 3 clusters Score -794656.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -794671.062500 Penalty: 858.991455
	Iteration 28Q: 3 clusters Score -794671.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -794684.875000 Penalty: 858.991455
	Iteration 29Q: 3 clusters Score -794684.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -794703.437500 Penalty: 858.991455
	Iteration 30Q: 3 clusters Score -794703.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -794720.312500 Penalty: 858.991455
	Iteration 31Q: 3 clusters Score -794720.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -794738.125000 Penalty: 858.991455
	Iteration 32Q: 3 clusters Score -794738.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -794755.500000 Penalty: 858.991455
	Iteration 33Q: 3 clusters Score -794755.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -794776.187500 Penalty: 858.991455
	Iteration 34Q: 3 clusters Score -794776.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -794798.562500 Penalty: 858.991455
	Iteration 35Q: 3 clusters Score -794798.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -794818.562500 Penalty: 858.991455
	Iteration 36Q: 3 clusters Score -794818.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -794840.312500 Penalty: 858.991455
	Iteration 37Q: 3 clusters Score -794840.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -794866.250000 Penalty: 858.991455
	Iteration 38Q: 3 clusters Score -794866.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -794893.312500 Penalty: 858.991455
	Iteration 39Q: 3 clusters Score -794893.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -794917.312500 Penalty: 858.991455
	Iteration 40F: 3 clusters Score -794917.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -794947.562500 Penalty: 858.991455
	Iteration 41Q: 3 clusters Score -794947.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -794984.125000 Penalty: 858.991455
	Iteration 42Q: 3 clusters Score -794984.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -795023.062500 Penalty: 858.991455
	Iteration 43Q: 3 clusters Score -795023.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -795069.000000 Penalty: 858.991455
	Iteration 44Q: 3 clusters Score -795069 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -795113.500000 Penalty: 858.991455
	Iteration 45Q: 3 clusters Score -795113.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -795162.125000 Penalty: 858.991455
	Iteration 46Q: 3 clusters Score -795162.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -795207.625000 Penalty: 858.991455
	Iteration 47Q: 3 clusters Score -795207.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -795249.125000 Penalty: 858.991455
	Iteration 48Q: 3 clusters Score -795249.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -795284.625000 Penalty: 858.991455
	Iteration 49Q: 3 clusters Score -795284.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -795315.125000 Penalty: 858.991455
	Iteration 50Q: 3 clusters Score -795315.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -795347.062500 Penalty: 858.991455
	Iteration 51Q: 3 clusters Score -795347.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -795373.312500 Penalty: 858.991455
	Iteration 52Q: 3 clusters Score -795373.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -795405.187500 Penalty: 858.991455
	Iteration 53Q: 3 clusters Score -795405.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -795434.812500 Penalty: 858.991455
	Iteration 54Q: 3 clusters Score -795434.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -795462.750000 Penalty: 858.991455
	Iteration 55Q: 3 clusters Score -795462.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -795488.875000 Penalty: 858.991455
	Iteration 56Q: 3 clusters Score -795488.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -795515.937500 Penalty: 858.991455
	Iteration 57Q: 3 clusters Score -795515.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -795538.500000 Penalty: 858.991455
	Iteration 58Q: 3 clusters Score -795538.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -795557.125000 Penalty: 858.991455
	Iteration 59Q: 3 clusters Score -795557.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -795573.875000 Penalty: 858.991455
	Iteration 60F: 3 clusters Score -795573.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -795586.000000 Penalty: 858.991455
	Iteration 61Q: 3 clusters Score -795586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -795599.875000 Penalty: 858.991455
	Iteration 62Q: 3 clusters Score -795599.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -795609.375000 Penalty: 858.991455
	Iteration 63Q: 3 clusters Score -795609.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -795621.937500 Penalty: 858.991455
	Iteration 64Q: 3 clusters Score -795621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -795629.375000 Penalty: 858.991455
	Iteration 65Q: 3 clusters Score -795629.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -795632.500000 Penalty: 858.991455
	Iteration 66Q: 3 clusters Score -795632.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -795639.500000 Penalty: 858.991455
	Iteration 67Q: 3 clusters Score -795639.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -795645.437500 Penalty: 858.991455
	Iteration 68Q: 3 clusters Score -795645.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -795652.125000 Penalty: 858.991455
	Iteration 69Q: 3 clusters Score -795652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -795655.437500 Penalty: 858.991455
	Iteration 70Q: 3 clusters Score -795655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -795656.750000 Penalty: 858.991455
	Iteration 71Q: 3 clusters Score -795656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -795659.250000 Penalty: 858.991455
	Iteration 72Q: 3 clusters Score -795659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -795661.750000 Penalty: 858.991455
	Iteration 73Q: 3 clusters Score -795661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -795663.875000 Penalty: 858.991455
	Iteration 74Q: 3 clusters Score -795663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -795663.562500 Penalty: 858.991455
	Iteration 75Q: 3 clusters Score -795663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -795663.562500 Penalty: 858.991455
	Iteration 76F: 3 clusters Score -795663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -180247.640625 Penalty: 370.158295
	Iteration 0F: 2 clusters Score -180247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -177969.453125 Penalty: 740.316589
	Iteration 0F: 3 clusters Score -177969.5 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -178729.187500 Penalty: 740.316589
	Iteration 1F: 3 clusters Score -178729.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -178834.750000 Penalty: 740.316589
	Iteration 2F: 3 clusters Score -178834.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -178956.437500 Penalty: 740.316589
	Iteration 3F: 3 clusters Score -178956.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -179078.437500 Penalty: 740.316589
	Iteration 4F: 3 clusters Score -179078.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -179255.125000 Penalty: 740.316589
	Iteration 5F: 3 clusters Score -179255.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -179460.968750 Penalty: 740.316589
	Iteration 6F: 3 clusters Score -179461 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -179621.468750 Penalty: 740.316589
	Iteration 7F: 3 clusters Score -179621.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -179766.515625 Penalty: 740.316589
	Iteration 8Q: 3 clusters Score -179766.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -179852.375000 Penalty: 740.316589
	Iteration 9Q: 3 clusters Score -179852.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -179912.093750 Penalty: 740.316589
	Iteration 10Q: 3 clusters Score -179912.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -179963.140625 Penalty: 740.316589
	Iteration 11Q: 3 clusters Score -179963.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -179992.718750 Penalty: 740.316589
	Iteration 12Q: 3 clusters Score -179992.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -180009.984375 Penalty: 740.316589
	Iteration 13Q: 3 clusters Score -180010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -180017.546875 Penalty: 740.316589
	Iteration 14Q: 3 clusters Score -180017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -180020.953125 Penalty: 740.316589
	Iteration 15Q: 3 clusters Score -180021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -180025.140625 Penalty: 740.316589
	Iteration 16Q: 3 clusters Score -180025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -180028.890625 Penalty: 740.316589
	Iteration 17Q: 3 clusters Score -180028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -180039.750000 Penalty: 740.316589
	Iteration 18Q: 3 clusters Score -180039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -180041.359375 Penalty: 740.316589
	Iteration 19Q: 3 clusters Score -180041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -180045.250000 Penalty: 740.316589
	Iteration 20F: 3 clusters Score -180045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -180049.515625 Penalty: 740.316589
	Iteration 21Q: 3 clusters Score -180049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -180053.625000 Penalty: 740.316589
	Iteration 22Q: 3 clusters Score -180053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -180053.625000 Penalty: 740.316589
	Iteration 23F: 3 clusters Score -180053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -100985.562500 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100985.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -101386.343750 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101386.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -101463.273438 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101463.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -101524.304688 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101524.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101580.273438 Penalty: 684.044922
	Iteration 4Q: 3 clusters Score -101580.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -101635.125000 Penalty: 684.044922
	Iteration 5Q: 3 clusters Score -101635.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -101677.210938 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -101677.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -101719.296875 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -101719.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -101749.953125 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -101750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -101770.679688 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -101770.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -101789.265625 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -101789.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -101804.468750 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -101804.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -101823.664062 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -101823.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -101840.585938 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -101840.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -101848.945312 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -101848.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -101851.687500 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -101851.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -101855.820312 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -101855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -101859.234375 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -101859.2 nChanged 13
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: -101862.687500 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -101862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -101865.953125 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -101866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -101870.789062 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -101870.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -101878.296875 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -101878.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -101891.507812 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -101891.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -101907.851562 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -101907.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -101920.859375 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -101920.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -101942.601562 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -101942.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -101964.382812 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -101964.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -101986.695312 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -101986.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -102002.437500 Penalty: 684.044922
	Iteration 28Q: 3 clusters Score -102002.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -102010.460938 Penalty: 684.044922
	Iteration 29Q: 3 clusters Score -102010.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -102018.140625 Penalty: 684.044922
	Iteration 30Q: 3 clusters Score -102018.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -102030.187500 Penalty: 684.044922
	Iteration 31Q: 3 clusters Score -102030.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -102044.015625 Penalty: 684.044922
	Iteration 32Q: 3 clusters Score -102044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -102057.085938 Penalty: 684.044922
	Iteration 33Q: 3 clusters Score -102057.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -102065.968750 Penalty: 684.044922
	Iteration 34Q: 3 clusters Score -102066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -102073.976562 Penalty: 684.044922
	Iteration 35Q: 3 clusters Score -102074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -102078.898438 Penalty: 684.044922
	Iteration 36Q: 3 clusters Score -102078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -102082.429688 Penalty: 684.044922
	Iteration 37Q: 3 clusters Score -102082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -102086.296875 Penalty: 684.044922
	Iteration 38Q: 3 clusters Score -102086.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -102091.914062 Penalty: 684.044922
	Iteration 39Q: 3 clusters Score -102091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -102095.492188 Penalty: 684.044922
	Iteration 40F: 3 clusters Score -102095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -102100.109375 Penalty: 684.044922
	Iteration 41Q: 3 clusters Score -102100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -102111.648438 Penalty: 684.044922
	Iteration 42Q: 3 clusters Score -102111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -102117.304688 Penalty: 684.044922
	Iteration 43Q: 3 clusters Score -102117.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -102120.390625 Penalty: 684.044922
	Iteration 44Q: 3 clusters Score -102120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -102124.429688 Penalty: 684.044922
	Iteration 45Q: 3 clusters Score -102124.4 nChanged 11
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: -102130.992188 Penalty: 684.044922
	Iteration 46Q: 3 clusters Score -102131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -102138.960938 Penalty: 684.044922
	Iteration 47Q: 3 clusters Score -102139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -102146.000000 Penalty: 684.044922
	Iteration 48Q: 3 clusters Score -102146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -102155.609375 Penalty: 684.044922
	Iteration 49Q: 3 clusters Score -102155.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -102157.906250 Penalty: 684.044922
	Iteration 50Q: 3 clusters Score -102157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -102160.640625 Penalty: 684.044922
	Iteration 51Q: 3 clusters Score -102160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -102164.476562 Penalty: 684.044922
	Iteration 52Q: 3 clusters Score -102164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -102165.679688 Penalty: 684.044922
	Iteration 53Q: 3 clusters Score -102165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -102166.070312 Penalty: 684.044922
	Iteration 54Q: 3 clusters Score -102166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -102166.148438 Penalty: 684.044922
	Iteration 55Q: 3 clusters Score -102166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -102166.148438 Penalty: 684.044922
	Iteration 56F: 3 clusters Score -102166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Entering Unmasked Estep 
Score: -437218.656250 Penalty: 406.144440
	Iteration 0F: 2 clusters Score -437218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -432104.875000 Penalty: 812.288879
	Iteration 0F: 3 clusters Score -432104.9 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -434351.375000 Penalty: 812.288879
	Iteration 1F: 3 clusters Score -434351.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -434628.906250 Penalty: 812.288879
	Iteration 2F: 3 clusters Score -434628.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -434957.343750 Penalty: 812.288879
	Iteration 3F: 3 clusters Score -434957.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -435321.125000 Penalty: 812.288879
	Iteration 4F: 3 clusters Score -435321.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -435662.312500 Penalty: 812.288879
	Iteration 5F: 3 clusters Score -435662.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -435900.031250 Penalty: 812.288879
	Iteration 6Q: 3 clusters Score -435900 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -436098.593750 Penalty: 812.288879
	Iteration 7Q: 3 clusters Score -436098.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -436203.968750 Penalty: 812.288879
	Iteration 8Q: 3 clusters Score -436204 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -436284.375000 Penalty: 812.288879
	Iteration 9Q: 3 clusters Score -436284.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -436348.718750 Penalty: 812.288879
	Iteration 10Q: 3 clusters Score -436348.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -436419.000000 Penalty: 812.288879
	Iteration 11Q: 3 clusters Score -436419 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -436498.781250 Penalty: 812.288879
	Iteration 12Q: 3 clusters Score -436498.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -436570.250000 Penalty: 812.288879
	Iteration 13Q: 3 clusters Score -436570.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -436636.437500 Penalty: 812.288879
	Iteration 14Q: 3 clusters Score -436636.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -436693.250000 Penalty: 812.288879
	Iteration 15Q: 3 clusters Score -436693.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -436737.906250 Penalty: 812.288879
	Iteration 16Q: 3 clusters Score -436737.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -436777.656250 Penalty: 812.288879
	Iteration 17Q: 3 clusters Score -436777.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -436803.312500 Penalty: 812.288879
	Iteration 18Q: 3 clusters Score -436803.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -436828.531250 Penalty: 812.288879
	Iteration 19Q: 3 clusters Score -436828.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -436850.937500 Penalty: 812.288879
	Iteration 20F: 3 clusters Score -436850.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -436869.000000 Penalty: 812.288879
	Iteration 21Q: 3 clusters Score -436869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -436884.937500 Penalty: 812.288879
	Iteration 22Q: 3 clusters Score -436884.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -436899.343750 Penalty: 812.288879
	Iteration 23Q: 3 clusters Score -436899.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -436914.875000 Penalty: 812.288879
	Iteration 24Q: 3 clusters Score -436914.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -436924.218750 Penalty: 812.288879
	Iteration 25Q: 3 clusters Score -436924.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -436932.156250 Penalty: 812.288879
	Iteration 26Q: 3 clusters Score -436932.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -436935.656250 Penalty: 812.288879
	Iteration 27Q: 3 clusters Score -436935.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -436942.687500 Penalty: 812.288879
	Iteration 28Q: 3 clusters Score -436942.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -436948.593750 Penalty: 812.288879
	Iteration 29Q: 3 clusters Score -436948.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -436957.968750 Penalty: 812.288879
	Iteration 30Q: 3 clusters Score -436958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -436964.968750 Penalty: 812.288879
	Iteration 31Q: 3 clusters Score -436965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -436970.406250 Penalty: 812.288879
	Iteration 32Q: 3 clusters Score -436970.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -436975.218750 Penalty: 812.288879
	Iteration 33Q: 3 clusters Score -436975.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -436980.750000 Penalty: 812.288879
	Iteration 34Q: 3 clusters Score -436980.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -436984.468750 Penalty: 812.288879
	Iteration 35Q: 3 clusters Score -436984.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -436989.218750 Penalty: 812.288879
	Iteration 36Q: 3 clusters Score -436989.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -436996.281250 Penalty: 812.288879
	Iteration 37Q: 3 clusters Score -436996.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -436999.812500 Penalty: 812.288879
	Iteration 38Q: 3 clusters Score -436999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -437004.625000 Penalty: 812.288879
	Iteration 39Q: 3 clusters Score -437004.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -437007.562500 Penalty: 812.288879
	Iteration 40F: 3 clusters Score -437007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -437010.218750 Penalty: 812.288879
	Iteration 41Q: 3 clusters Score -437010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -437013.187500 Penalty: 812.288879
	Iteration 42Q: 3 clusters Score -437013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -437016.187500 Penalty: 812.288879
	Iteration 43Q: 3 clusters Score -437016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -437018.625000 Penalty: 812.288879
	Iteration 44Q: 3 clusters Score -437018.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -437020.125000 Penalty: 812.288879
	Iteration 45Q: 3 clusters Score -437020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -437021.937500 Penalty: 812.288879
	Iteration 46Q: 3 clusters Score -437021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -437024.031250 Penalty: 812.288879
	Iteration 47Q: 3 clusters Score -437024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -437025.812500 Penalty: 812.288879
	Iteration 48Q: 3 clusters Score -437025.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -437025.937500 Penalty: 812.288879
	Iteration 49Q: 3 clusters Score -437025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -437027.500000 Penalty: 812.288879
	Iteration 50Q: 3 clusters Score -437027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -437027.937500 Penalty: 812.288879
	Iteration 51Q: 3 clusters Score -437027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -437028.218750 Penalty: 812.288879
	Iteration 52Q: 3 clusters Score -437028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -437029.687500 Penalty: 812.288879
	Iteration 53Q: 3 clusters Score -437029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -437030.343750 Penalty: 812.288879
	Iteration 54Q: 3 clusters Score -437030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -437031.218750 Penalty: 812.288879
	Iteration 55Q: 3 clusters Score -437031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -437031.656250 Penalty: 812.288879
	Iteration 56Q: 3 clusters Score -437031.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -437031.531250 Penalty: 812.288879
	Iteration 57Q: 3 clusters Score -437031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -437031.531250 Penalty: 812.288879
	Iteration 58F: 3 clusters Score -437031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125400 members 
Entering Unmasked Estep 
Score: -7487959.000000 Penalty: 534.136475
	Iteration 0F: 2 clusters Score -7487959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -7405749.500000 Penalty: 1068.272949
	Iteration 0F: 3 clusters Score -7405750 nChanged 61503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -7441846.000000 Penalty: 1068.272949
	Iteration 1F: 3 clusters Score -7441846 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -7442403.500000 Penalty: 1068.272949
	Iteration 2Q: 3 clusters Score -7442404 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -7443269.500000 Penalty: 1068.272949
	Iteration 3Q: 3 clusters Score -7443270 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -7444408.000000 Penalty: 1068.272949
	Iteration 4Q: 3 clusters Score -7444408 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -7446128.000000 Penalty: 1068.272949
	Iteration 5Q: 3 clusters Score -7446128 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -7448948.500000 Penalty: 1068.272949
	Iteration 6F: 3 clusters Score -7448948 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -7452767.000000 Penalty: 1068.272949
	Iteration 7F: 3 clusters Score -7452767 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7457825.500000 Penalty: 1068.272949
	Iteration 8F: 3 clusters Score -7457826 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -7463902.000000 Penalty: 1068.272949
	Iteration 9F: 3 clusters Score -7463902 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -7470382.000000 Penalty: 1068.272949
	Iteration 10F: 3 clusters Score -7470382 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110303 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -7476249.000000 Penalty: 1068.272949
	Iteration 11Q: 3 clusters Score -7476249 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -7480505.000000 Penalty: 1068.272949
	Iteration 12Q: 3 clusters Score -7480505 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117128 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -7483106.000000 Penalty: 1068.272949
	Iteration 13Q: 3 clusters Score -7483106 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -7484558.000000 Penalty: 1068.272949
	Iteration 14Q: 3 clusters Score -7484558 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7485368.000000 Penalty: 1068.272949
	Iteration 15Q: 3 clusters Score -7485368 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7485980.500000 Penalty: 1068.272949
	Iteration 16Q: 3 clusters Score -7485980 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7486417.500000 Penalty: 1068.272949
	Iteration 17Q: 3 clusters Score -7486418 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122357 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7486709.000000 Penalty: 1068.272949
	Iteration 18Q: 3 clusters Score -7486709 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122836 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7486964.000000 Penalty: 1068.272949
	Iteration 19Q: 3 clusters Score -7486964 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123238 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7487192.500000 Penalty: 1068.272949
	Iteration 20F: 3 clusters Score -7487192 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7487314.000000 Penalty: 1068.272949
	Iteration 21Q: 3 clusters Score -7487314 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123858 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7487356.000000 Penalty: 1068.272949
	Iteration 22Q: 3 clusters Score -7487356 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124099 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7487448.000000 Penalty: 1068.272949
	Iteration 23Q: 3 clusters Score -7487448 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7487483.000000 Penalty: 1068.272949
	Iteration 24Q: 3 clusters Score -7487483 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7487512.500000 Penalty: 1068.272949
	Iteration 25Q: 3 clusters Score -7487512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124500 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7487517.500000 Penalty: 1068.272949
	Iteration 26Q: 3 clusters Score -7487518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124591 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7487534.500000 Penalty: 1068.272949
	Iteration 27Q: 3 clusters Score -7487534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7487572.000000 Penalty: 1068.272949
	Iteration 28Q: 3 clusters Score -7487572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7487575.000000 Penalty: 1068.272949
	Iteration 29Q: 3 clusters Score -7487575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7487586.000000 Penalty: 1068.272949
	Iteration 30Q: 3 clusters Score -7487586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7487603.000000 Penalty: 1068.272949
	Iteration 31Q: 3 clusters Score -7487603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7487601.000000 Penalty: 1068.272949
	Iteration 32Q: 3 clusters Score -7487601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7487602.500000 Penalty: 1068.272949
	Iteration 33Q: 3 clusters Score -7487602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7487602.000000 Penalty: 1068.272949
	Iteration 34Q: 3 clusters Score -7487602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124954 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7487606.500000 Penalty: 1068.272949
	Iteration 35Q: 3 clusters Score -7487606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7487607.500000 Penalty: 1068.272949
	Iteration 36Q: 3 clusters Score -7487608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7487608.500000 Penalty: 1068.272949
	Iteration 37Q: 3 clusters Score -7487608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7487616.000000 Penalty: 1068.272949
	Iteration 38Q: 3 clusters Score -7487616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7487618.000000 Penalty: 1068.272949
	Iteration 39Q: 3 clusters Score -7487618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7487625.500000 Penalty: 1068.272949
	Iteration 40F: 3 clusters Score -7487626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125018 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7487622.500000 Penalty: 1068.272949
	Iteration 41Q: 3 clusters Score -7487622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7487619.000000 Penalty: 1068.272949
	Iteration 42Q: 3 clusters Score -7487619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125021 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7487630.000000 Penalty: 1068.272949
	Iteration 43Q: 3 clusters Score -7487630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125025 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7487621.000000 Penalty: 1068.272949
	Iteration 44Q: 3 clusters Score -7487621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7487628.000000 Penalty: 1068.272949
	Iteration 45Q: 3 clusters Score -7487628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7487624.500000 Penalty: 1068.272949
	Iteration 46Q: 3 clusters Score -7487624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7487626.000000 Penalty: 1068.272949
	Iteration 47Q: 3 clusters Score -7487626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7487629.500000 Penalty: 1068.272949
	Iteration 48Q: 3 clusters Score -7487630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125029 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7487628.000000 Penalty: 1068.272949
	Iteration 49Q: 3 clusters Score -7487628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7487629.000000 Penalty: 1068.272949
	Iteration 50Q: 3 clusters Score -7487629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7487629.000000 Penalty: 1068.272949
	Iteration 51F: 3 clusters Score -7487629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -245767.031250 Penalty: 380.510864
	Iteration 0F: 2 clusters Score -245767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -242898.343750 Penalty: 761.021729
	Iteration 0F: 3 clusters Score -242898.3 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -243934.968750 Penalty: 761.021729
	Iteration 1F: 3 clusters Score -243935 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -244051.093750 Penalty: 761.021729
	Iteration 2F: 3 clusters Score -244051.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -244168.687500 Penalty: 761.021729
	Iteration 3F: 3 clusters Score -244168.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -244253.328125 Penalty: 761.021729
	Iteration 4Q: 3 clusters Score -244253.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -244318.453125 Penalty: 761.021729
	Iteration 5Q: 3 clusters Score -244318.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -244389.250000 Penalty: 761.021729
	Iteration 6Q: 3 clusters Score -244389.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -244480.687500 Penalty: 761.021729
	Iteration 7Q: 3 clusters Score -244480.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -244583.750000 Penalty: 761.021729
	Iteration 8Q: 3 clusters Score -244583.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -244675.625000 Penalty: 761.021729
	Iteration 9Q: 3 clusters Score -244675.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -244774.968750 Penalty: 761.021729
	Iteration 10Q: 3 clusters Score -244775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -244844.421875 Penalty: 761.021729
	Iteration 11Q: 3 clusters Score -244844.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -244912.265625 Penalty: 761.021729
	Iteration 12Q: 3 clusters Score -244912.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -244982.906250 Penalty: 761.021729
	Iteration 13Q: 3 clusters Score -244982.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -245038.578125 Penalty: 761.021729
	Iteration 14Q: 3 clusters Score -245038.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -245081.812500 Penalty: 761.021729
	Iteration 15Q: 3 clusters Score -245081.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -245123.328125 Penalty: 761.021729
	Iteration 16Q: 3 clusters Score -245123.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -245152.000000 Penalty: 761.021729
	Iteration 17Q: 3 clusters Score -245152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -245179.765625 Penalty: 761.021729
	Iteration 18Q: 3 clusters Score -245179.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -245207.515625 Penalty: 761.021729
	Iteration 19Q: 3 clusters Score -245207.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -245230.718750 Penalty: 761.021729
	Iteration 20F: 3 clusters Score -245230.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -245246.093750 Penalty: 761.021729
	Iteration 21Q: 3 clusters Score -245246.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -245264.453125 Penalty: 761.021729
	Iteration 22Q: 3 clusters Score -245264.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -245279.281250 Penalty: 761.021729
	Iteration 23Q: 3 clusters Score -245279.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -245290.703125 Penalty: 761.021729
	Iteration 24Q: 3 clusters Score -245290.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -245301.906250 Penalty: 761.021729
	Iteration 25Q: 3 clusters Score -245301.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -245306.671875 Penalty: 761.021729
	Iteration 26Q: 3 clusters Score -245306.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -245311.937500 Penalty: 761.021729
	Iteration 27Q: 3 clusters Score -245311.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -245316.890625 Penalty: 761.021729
	Iteration 28Q: 3 clusters Score -245316.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -245320.828125 Penalty: 761.021729
	Iteration 29Q: 3 clusters Score -245320.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -245328.046875 Penalty: 761.021729
	Iteration 30Q: 3 clusters Score -245328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -245337.609375 Penalty: 761.021729
	Iteration 31Q: 3 clusters Score -245337.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -245346.562500 Penalty: 761.021729
	Iteration 32Q: 3 clusters Score -245346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -245350.859375 Penalty: 761.021729
	Iteration 33Q: 3 clusters Score -245350.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -245355.187500 Penalty: 761.021729
	Iteration 34Q: 3 clusters Score -245355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -245361.125000 Penalty: 761.021729
	Iteration 35Q: 3 clusters Score -245361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -245363.562500 Penalty: 761.021729
	Iteration 36Q: 3 clusters Score -245363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -245365.500000 Penalty: 761.021729
	Iteration 37Q: 3 clusters Score -245365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -245366.546875 Penalty: 761.021729
	Iteration 38Q: 3 clusters Score -245366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -245366.812500 Penalty: 761.021729
	Iteration 39Q: 3 clusters Score -245366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -245367.093750 Penalty: 761.021729
	Iteration 40F: 3 clusters Score -245367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -245367.187500 Penalty: 761.021729
	Iteration 41Q: 3 clusters Score -245367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -245368.671875 Penalty: 761.021729
	Iteration 42Q: 3 clusters Score -245368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -245371.062500 Penalty: 761.021729
	Iteration 43Q: 3 clusters Score -245371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -245374.890625 Penalty: 761.021729
	Iteration 44Q: 3 clusters Score -245374.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -245379.406250 Penalty: 761.021729
	Iteration 45Q: 3 clusters Score -245379.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -245383.890625 Penalty: 761.021729
	Iteration 46Q: 3 clusters Score -245383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -245388.375000 Penalty: 761.021729
	Iteration 47Q: 3 clusters Score -245388.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -245394.171875 Penalty: 761.021729
	Iteration 48Q: 3 clusters Score -245394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -245398.031250 Penalty: 761.021729
	Iteration 49Q: 3 clusters Score -245398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -245402.125000 Penalty: 761.021729
	Iteration 50Q: 3 clusters Score -245402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -245403.734375 Penalty: 761.021729
	Iteration 51Q: 3 clusters Score -245403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -245406.703125 Penalty: 761.021729
	Iteration 52Q: 3 clusters Score -245406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -245408.171875 Penalty: 761.021729
	Iteration 53Q: 3 clusters Score -245408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -245410.140625 Penalty: 761.021729
	Iteration 54Q: 3 clusters Score -245410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -245411.703125 Penalty: 761.021729
	Iteration 55Q: 3 clusters Score -245411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -245411.640625 Penalty: 761.021729
	Iteration 56Q: 3 clusters Score -245411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -245411.640625 Penalty: 761.021729
	Iteration 57F: 3 clusters Score -245411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48246.761719 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48246.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -47516.074219 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -47516.07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47741.664062 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -47741.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47793.281250 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -47793.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47821.441406 Penalty: 615.092224
	Iteration 3Q: 3 clusters Score -47821.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47832.382812 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -47832.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47842.003906 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -47842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47853.492188 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -47853.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47871.964844 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -47871.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47898.226562 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -47898.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47918.144531 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -47918.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47927.023438 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -47927.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47933.527344 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -47933.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47941.300781 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -47941.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47958.753906 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -47958.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47979.640625 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -47979.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48011.945312 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -48011.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -48043.503906 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -48043.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48067.207031 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -48067.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48085.804688 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -48085.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48097.386719 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -48097.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48101.808594 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -48101.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48106.632812 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -48106.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48109.265625 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -48109.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48110.957031 Penalty: 615.092224
	Iteration 23Q: 3 clusters Score -48110.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48112.222656 Penalty: 615.092224
	Iteration 24Q: 3 clusters Score -48112.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48113.359375 Penalty: 615.092224
	Iteration 25Q: 3 clusters Score -48113.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48113.464844 Penalty: 615.092224
	Iteration 26Q: 3 clusters Score -48113.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48113.605469 Penalty: 615.092224
	Iteration 27Q: 3 clusters Score -48113.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48115.093750 Penalty: 615.092224
	Iteration 28Q: 3 clusters Score -48115.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48118.335938 Penalty: 615.092224
	Iteration 29Q: 3 clusters Score -48118.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48120.773438 Penalty: 615.092224
	Iteration 30Q: 3 clusters Score -48120.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -48123.777344 Penalty: 615.092224
	Iteration 31Q: 3 clusters Score -48123.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48124.558594 Penalty: 615.092224
	Iteration 32Q: 3 clusters Score -48124.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48124.558594 Penalty: 615.092224
	Iteration 33F: 3 clusters Score -48124.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Entering Unmasked Estep 
Score: -2118169.250000 Penalty: 479.862122
	Iteration 0F: 2 clusters Score -2118169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2092604.625000 Penalty: 959.724243
	Iteration 0F: 3 clusters Score -2092605 nChanged 18394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2104464.750000 Penalty: 959.724243
	Iteration 1F: 3 clusters Score -2104465 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2106423.250000 Penalty: 959.724243
	Iteration 2F: 3 clusters Score -2106423 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -2109469.000000 Penalty: 959.724243
	Iteration 3F: 3 clusters Score -2109469 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -2113225.250000 Penalty: 959.724243
	Iteration 4F: 3 clusters Score -2113225 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -2116047.250000 Penalty: 959.724243
	Iteration 5F: 3 clusters Score -2116047 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -2117296.000000 Penalty: 959.724243
	Iteration 6Q: 3 clusters Score -2117296 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -2117654.250000 Penalty: 959.724243
	Iteration 7Q: 3 clusters Score -2117654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -2117751.750000 Penalty: 959.724243
	Iteration 8Q: 3 clusters Score -2117752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -2117806.500000 Penalty: 959.724243
	Iteration 9Q: 3 clusters Score -2117806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -2117846.000000 Penalty: 959.724243
	Iteration 10Q: 3 clusters Score -2117846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -2117861.250000 Penalty: 959.724243
	Iteration 11Q: 3 clusters Score -2117861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -2117868.250000 Penalty: 959.724243
	Iteration 12Q: 3 clusters Score -2117868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -2117873.000000 Penalty: 959.724243
	Iteration 13Q: 3 clusters Score -2117873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -2117879.500000 Penalty: 959.724243
	Iteration 14Q: 3 clusters Score -2117880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -2117878.750000 Penalty: 959.724243
	Iteration 15Q: 3 clusters Score -2117879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -2117879.750000 Penalty: 959.724243
	Iteration 16Q: 3 clusters Score -2117880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -2117881.750000 Penalty: 959.724243
	Iteration 17Q: 3 clusters Score -2117882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -2117882.000000 Penalty: 959.724243
	Iteration 18F: 3 clusters Score -2117882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -2117882.750000 Penalty: 959.724243
	Iteration 19Q: 3 clusters Score -2117883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -2117882.750000 Penalty: 959.724243
	Iteration 20F: 3 clusters Score -2117883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -20719.367188 Penalty: 266.012970
	Iteration 0F: 2 clusters Score -20719.37 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 185 members 
Entering Unmasked Estep 
Score: -20322.677734 Penalty: 532.025940
	Iteration 0F: 3 clusters Score -20322.68 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20414.128906 Penalty: 532.025940
	Iteration 1F: 3 clusters Score -20414.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20452.152344 Penalty: 532.025940
	Iteration 2F: 3 clusters Score -20452.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20466.183594 Penalty: 532.025940
	Iteration 3Q: 3 clusters Score -20466.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20476.466797 Penalty: 532.025940
	Iteration 4Q: 3 clusters Score -20476.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20481.082031 Penalty: 532.025940
	Iteration 5Q: 3 clusters Score -20481.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20487.830078 Penalty: 532.025940
	Iteration 6Q: 3 clusters Score -20487.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20491.164062 Penalty: 532.025940
	Iteration 7Q: 3 clusters Score -20491.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20492.777344 Penalty: 532.025940
	Iteration 8Q: 3 clusters Score -20492.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20494.244141 Penalty: 532.025940
	Iteration 9Q: 3 clusters Score -20494.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20495.619141 Penalty: 532.025940
	Iteration 10Q: 3 clusters Score -20495.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20496.371094 Penalty: 532.025940
	Iteration 11Q: 3 clusters Score -20496.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20496.371094 Penalty: 532.025940
	Iteration 12F: 3 clusters Score -20496.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -72677.843750 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72677.84 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -72954.671875 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72954.67 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -73012.679688 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73012.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73040.093750 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -73040.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -73069.882812 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -73069.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73100.281250 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73100.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73128.117188 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73128.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73159.984375 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73159.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73193.773438 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73193.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73241.460938 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73241.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73282.351562 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73282.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -73316.929688 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73316.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -73347.460938 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73347.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -73358.273438 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73358.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -73369.765625 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73369.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -73383.273438 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73383.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -73399.062500 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73399.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -73407.085938 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73407.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -73418.375000 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73418.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -73430.078125 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73430.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -73442.148438 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73442.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -73448.406250 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73448.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -73451.859375 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73451.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -73454.476562 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73454.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -73458.078125 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73458.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -73460.296875 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73460.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -73460.296875 Penalty: 652.830200
	Iteration 26F: 3 clusters Score -73460.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -6356.737305 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6356.737 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 68 members 
Entering Unmasked Estep 
Score: -6166.376953 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6166.377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6228.410645 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6228.411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6279.551270 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6279.551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6301.422852 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -6301.423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6311.308105 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6311.308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6352.083984 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6352.084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6363.422363 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6363.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6366.927734 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -6366.928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6366.927734 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -6366.928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 12575 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 125400 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38041 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 102 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 30 members 
Mstep: Class 25 contains 16802 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23065594.000000 Penalty: 16460.697266
Splitting cluster 12 changes total score from -23065918.000000 to -23065594.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -76534.453125 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -76534.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75502.687500 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -75502.69 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75826.750000 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -75826.75 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -75914.656250 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -75914.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -75977.195312 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -75977.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -76036.234375 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -76036.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -76089.835938 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -76089.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -76143.476562 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -76143.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -76179.109375 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -76179.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -76212.546875 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -76212.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -76228.968750 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -76228.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -76235.875000 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -76235.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -76243.617188 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -76243.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -76250.312500 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -76250.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -76253.203125 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -76253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -76253.734375 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -76253.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -76254.312500 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -76254.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -76254.664062 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -76254.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -76254.664062 Penalty: 656.586853
	Iteration 17F: 3 clusters Score -76254.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2222.709717 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2222.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2120.753418 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2120.753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -2144.919922 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2144.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -8166.356934 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -8166.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7917.739746 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -7917.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7985.338867 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -7985.339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8030.464355 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -8030.464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8083.903320 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -8083.903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8135.082031 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -8135.082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8155.396973 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -8155.397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8158.495605 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -8158.496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8159.734863 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -8159.735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8159.734863 Penalty: 467.357666
	Iteration 8F: 3 clusters Score -8159.735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6640.258301 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6640.258 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 70 members 
Entering Unmasked Estep 
Score: -6421.748535 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6421.749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6458.221680 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6458.222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6471.897949 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6471.898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6498.445801 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6498.446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6529.871094 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -6529.871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6542.267090 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6542.267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6542.952637 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6542.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6542.952637 Penalty: 442.945648
	Iteration 7F: 3 clusters Score -6542.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -14642.993164 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -14642.99 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 146 members 
Entering Unmasked Estep 
Score: -14312.087891 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14312.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14467.404297 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14467.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14528.083984 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14528.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14563.182617 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -14563.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14594.487305 Penalty: 519.044189
	Iteration 4F: 3 clusters Score -14594.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14619.376953 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14619.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14641.778320 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14641.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14649.552734 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14649.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14651.083008 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -14651.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14653.642578 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -14653.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14655.904297 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -14655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14658.176758 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -14658.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14658.176758 Penalty: 519.044189
	Iteration 12F: 3 clusters Score -14658.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 12575 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 125400 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38041 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 116 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 184 members 
Mstep: Class 25 contains 16802 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23065634.000000 Penalty: 16460.697266
Splitting cluster 17 changes total score from -23065918.000000 to -23065634.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -9887.875977 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -9887.876 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 90 members 
Entering Unmasked Estep 
Score: -9676.954102 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9676.954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9865.920898 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -9865.921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -9908.683594 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -9908.684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -9922.265625 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -9922.266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -9922.265625 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -9922.266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 12575 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 125400 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38041 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 22 members 
Mstep: Class 25 contains 16802 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23065644.000000 Penalty: 16460.697266
Splitting cluster 18 changes total score from -23065918.000000 to -23065644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Entering Unmasked Estep 
Score: -335125.218750 Penalty: 397.268433
	Iteration 0F: 2 clusters Score -335125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -331025.437500 Penalty: 794.536865
	Iteration 0F: 3 clusters Score -331025.4 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -332721.281250 Penalty: 794.536865
	Iteration 1F: 3 clusters Score -332721.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -332953.218750 Penalty: 794.536865
	Iteration 2F: 3 clusters Score -332953.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -333168.625000 Penalty: 794.536865
	Iteration 3F: 3 clusters Score -333168.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -333355.156250 Penalty: 794.536865
	Iteration 4F: 3 clusters Score -333355.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -333553.656250 Penalty: 794.536865
	Iteration 5F: 3 clusters Score -333553.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -333753.218750 Penalty: 794.536865
	Iteration 6Q: 3 clusters Score -333753.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -333914.281250 Penalty: 794.536865
	Iteration 7Q: 3 clusters Score -333914.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -334029.781250 Penalty: 794.536865
	Iteration 8Q: 3 clusters Score -334029.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -334134.062500 Penalty: 794.536865
	Iteration 9Q: 3 clusters Score -334134.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -334207.125000 Penalty: 794.536865
	Iteration 10Q: 3 clusters Score -334207.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -334276.125000 Penalty: 794.536865
	Iteration 11Q: 3 clusters Score -334276.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -334327.843750 Penalty: 794.536865
	Iteration 12Q: 3 clusters Score -334327.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -334372.343750 Penalty: 794.536865
	Iteration 13Q: 3 clusters Score -334372.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -334423.093750 Penalty: 794.536865
	Iteration 14Q: 3 clusters Score -334423.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -334481.031250 Penalty: 794.536865
	Iteration 15Q: 3 clusters Score -334481 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -334527.968750 Penalty: 794.536865
	Iteration 16Q: 3 clusters Score -334528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -334556.750000 Penalty: 794.536865
	Iteration 17Q: 3 clusters Score -334556.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -334581.281250 Penalty: 794.536865
	Iteration 18Q: 3 clusters Score -334581.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -334605.500000 Penalty: 794.536865
	Iteration 19Q: 3 clusters Score -334605.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -334624.062500 Penalty: 794.536865
	Iteration 20F: 3 clusters Score -334624.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -334635.875000 Penalty: 794.536865
	Iteration 21Q: 3 clusters Score -334635.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -334651.187500 Penalty: 794.536865
	Iteration 22Q: 3 clusters Score -334651.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -334683.562500 Penalty: 794.536865
	Iteration 23Q: 3 clusters Score -334683.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -334715.656250 Penalty: 794.536865
	Iteration 24Q: 3 clusters Score -334715.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -334735.625000 Penalty: 794.536865
	Iteration 25Q: 3 clusters Score -334735.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -334754.968750 Penalty: 794.536865
	Iteration 26Q: 3 clusters Score -334755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -334770.062500 Penalty: 794.536865
	Iteration 27Q: 3 clusters Score -334770.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -334785.687500 Penalty: 794.536865
	Iteration 28Q: 3 clusters Score -334785.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -334793.968750 Penalty: 794.536865
	Iteration 29Q: 3 clusters Score -334794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -334802.406250 Penalty: 794.536865
	Iteration 30Q: 3 clusters Score -334802.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -334811.437500 Penalty: 794.536865
	Iteration 31Q: 3 clusters Score -334811.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -334817.125000 Penalty: 794.536865
	Iteration 32Q: 3 clusters Score -334817.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -334823.625000 Penalty: 794.536865
	Iteration 33Q: 3 clusters Score -334823.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -334828.031250 Penalty: 794.536865
	Iteration 34Q: 3 clusters Score -334828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -334831.875000 Penalty: 794.536865
	Iteration 35Q: 3 clusters Score -334831.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -334834.156250 Penalty: 794.536865
	Iteration 36Q: 3 clusters Score -334834.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -334837.437500 Penalty: 794.536865
	Iteration 37Q: 3 clusters Score -334837.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -334839.750000 Penalty: 794.536865
	Iteration 38Q: 3 clusters Score -334839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -334842.062500 Penalty: 794.536865
	Iteration 39Q: 3 clusters Score -334842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -334842.968750 Penalty: 794.536865
	Iteration 40F: 3 clusters Score -334843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -334844.187500 Penalty: 794.536865
	Iteration 41Q: 3 clusters Score -334844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -334846.500000 Penalty: 794.536865
	Iteration 42Q: 3 clusters Score -334846.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -334847.406250 Penalty: 794.536865
	Iteration 43Q: 3 clusters Score -334847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -334849.156250 Penalty: 794.536865
	Iteration 44Q: 3 clusters Score -334849.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -334851.625000 Penalty: 794.536865
	Iteration 45Q: 3 clusters Score -334851.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -334853.531250 Penalty: 794.536865
	Iteration 46Q: 3 clusters Score -334853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -334854.156250 Penalty: 794.536865
	Iteration 47Q: 3 clusters Score -334854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -334854.406250 Penalty: 794.536865
	Iteration 48Q: 3 clusters Score -334854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -334854.718750 Penalty: 794.536865
	Iteration 49Q: 3 clusters Score -334854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -334855.156250 Penalty: 794.536865
	Iteration 50Q: 3 clusters Score -334855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -334855.718750 Penalty: 794.536865
	Iteration 51Q: 3 clusters Score -334855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -334855.781250 Penalty: 794.536865
	Iteration 52Q: 3 clusters Score -334855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -334855.781250 Penalty: 794.536865
	Iteration 53F: 3 clusters Score -334855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -720768.437500 Penalty: 428.333984
	Iteration 0F: 2 clusters Score -720768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -712612.562500 Penalty: 856.667969
	Iteration 0F: 3 clusters Score -712612.6 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -715813.500000 Penalty: 856.667969
	Iteration 1F: 3 clusters Score -715813.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -716036.937500 Penalty: 856.667969
	Iteration 2F: 3 clusters Score -716036.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -716263.437500 Penalty: 856.667969
	Iteration 3F: 3 clusters Score -716263.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -716502.062500 Penalty: 856.667969
	Iteration 4Q: 3 clusters Score -716502.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -716755.250000 Penalty: 856.667969
	Iteration 5Q: 3 clusters Score -716755.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -717040.062500 Penalty: 856.667969
	Iteration 6Q: 3 clusters Score -717040.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -717440.937500 Penalty: 856.667969
	Iteration 7Q: 3 clusters Score -717440.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -717888.312500 Penalty: 856.667969
	Iteration 8Q: 3 clusters Score -717888.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -718251.687500 Penalty: 856.667969
	Iteration 9Q: 3 clusters Score -718251.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -718478.125000 Penalty: 856.667969
	Iteration 10Q: 3 clusters Score -718478.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -718582.125000 Penalty: 856.667969
	Iteration 11Q: 3 clusters Score -718582.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -718645.687500 Penalty: 856.667969
	Iteration 12Q: 3 clusters Score -718645.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -718706.312500 Penalty: 856.667969
	Iteration 13Q: 3 clusters Score -718706.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -718770.750000 Penalty: 856.667969
	Iteration 14Q: 3 clusters Score -718770.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -718829.625000 Penalty: 856.667969
	Iteration 15Q: 3 clusters Score -718829.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -718891.812500 Penalty: 856.667969
	Iteration 16Q: 3 clusters Score -718891.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -718957.687500 Penalty: 856.667969
	Iteration 17Q: 3 clusters Score -718957.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -719034.687500 Penalty: 856.667969
	Iteration 18Q: 3 clusters Score -719034.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -719101.625000 Penalty: 856.667969
	Iteration 19Q: 3 clusters Score -719101.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -719171.687500 Penalty: 856.667969
	Iteration 20F: 3 clusters Score -719171.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -719248.687500 Penalty: 856.667969
	Iteration 21Q: 3 clusters Score -719248.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -719330.750000 Penalty: 856.667969
	Iteration 22Q: 3 clusters Score -719330.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -719410.937500 Penalty: 856.667969
	Iteration 23Q: 3 clusters Score -719410.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -719496.750000 Penalty: 856.667969
	Iteration 24Q: 3 clusters Score -719496.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -719584.625000 Penalty: 856.667969
	Iteration 25Q: 3 clusters Score -719584.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -719685.625000 Penalty: 856.667969
	Iteration 26Q: 3 clusters Score -719685.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -719771.062500 Penalty: 856.667969
	Iteration 27Q: 3 clusters Score -719771.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -719846.625000 Penalty: 856.667969
	Iteration 28Q: 3 clusters Score -719846.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -719906.687500 Penalty: 856.667969
	Iteration 29Q: 3 clusters Score -719906.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -719956.062500 Penalty: 856.667969
	Iteration 30Q: 3 clusters Score -719956.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -720012.000000 Penalty: 856.667969
	Iteration 31Q: 3 clusters Score -720012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -720076.125000 Penalty: 856.667969
	Iteration 32Q: 3 clusters Score -720076.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -720147.500000 Penalty: 856.667969
	Iteration 33Q: 3 clusters Score -720147.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -720206.125000 Penalty: 856.667969
	Iteration 34Q: 3 clusters Score -720206.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -720250.875000 Penalty: 856.667969
	Iteration 35Q: 3 clusters Score -720250.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -720279.562500 Penalty: 856.667969
	Iteration 36Q: 3 clusters Score -720279.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -720311.062500 Penalty: 856.667969
	Iteration 37Q: 3 clusters Score -720311.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -720325.812500 Penalty: 856.667969
	Iteration 38Q: 3 clusters Score -720325.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -720343.937500 Penalty: 856.667969
	Iteration 39Q: 3 clusters Score -720343.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -720364.937500 Penalty: 856.667969
	Iteration 40F: 3 clusters Score -720364.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -720379.000000 Penalty: 856.667969
	Iteration 41Q: 3 clusters Score -720379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -720390.250000 Penalty: 856.667969
	Iteration 42Q: 3 clusters Score -720390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -720400.437500 Penalty: 856.667969
	Iteration 43Q: 3 clusters Score -720400.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -720404.250000 Penalty: 856.667969
	Iteration 44Q: 3 clusters Score -720404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -720407.437500 Penalty: 856.667969
	Iteration 45Q: 3 clusters Score -720407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -720410.250000 Penalty: 856.667969
	Iteration 46Q: 3 clusters Score -720410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -720412.312500 Penalty: 856.667969
	Iteration 47Q: 3 clusters Score -720412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -720415.437500 Penalty: 856.667969
	Iteration 48Q: 3 clusters Score -720415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -720416.937500 Penalty: 856.667969
	Iteration 49Q: 3 clusters Score -720416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -720418.625000 Penalty: 856.667969
	Iteration 50Q: 3 clusters Score -720418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -720419.562500 Penalty: 856.667969
	Iteration 51Q: 3 clusters Score -720419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -720420.312500 Penalty: 856.667969
	Iteration 52Q: 3 clusters Score -720420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -720420.437500 Penalty: 856.667969
	Iteration 53Q: 3 clusters Score -720420.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -720421.375000 Penalty: 856.667969
	Iteration 54Q: 3 clusters Score -720421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -720421.375000 Penalty: 856.667969
	Iteration 55Q: 3 clusters Score -720421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -720421.125000 Penalty: 856.667969
	Iteration 56Q: 3 clusters Score -720421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -720422.312500 Penalty: 856.667969
	Iteration 57Q: 3 clusters Score -720422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -720423.375000 Penalty: 856.667969
	Iteration 58Q: 3 clusters Score -720423.4 nChanged 2
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: -720423.437500 Penalty: 856.667969
	Iteration 59Q: 3 clusters Score -720423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -720424.250000 Penalty: 856.667969
	Iteration 60F: 3 clusters Score -720424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -720427.125000 Penalty: 856.667969
	Iteration 61Q: 3 clusters Score -720427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -720428.562500 Penalty: 856.667969
	Iteration 62Q: 3 clusters Score -720428.6 nChanged 3
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: -720430.187500 Penalty: 856.667969
	Iteration 63Q: 3 clusters Score -720430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -720430.625000 Penalty: 856.667969
	Iteration 64Q: 3 clusters Score -720430.6 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: -720431.312500 Penalty: 856.667969
	Iteration 65Q: 3 clusters Score -720431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -720431.750000 Penalty: 856.667969
	Iteration 66Q: 3 clusters Score -720431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -720431.750000 Penalty: 856.667969
	Iteration 67F: 3 clusters Score -720431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -49944.605469 Penalty: 312.963867
	Iteration 0F: 2 clusters Score -49944.61 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 505 members 
Entering Unmasked Estep 
Score: -49159.433594 Penalty: 625.927734
	Iteration 0F: 3 clusters Score -49159.43 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49407.898438 Penalty: 625.927734
	Iteration 1F: 3 clusters Score -49407.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -49510.925781 Penalty: 625.927734
	Iteration 2F: 3 clusters Score -49510.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -49581.113281 Penalty: 625.927734
	Iteration 3F: 3 clusters Score -49581.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49648.832031 Penalty: 625.927734
	Iteration 4F: 3 clusters Score -49648.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -49706.328125 Penalty: 625.927734
	Iteration 5F: 3 clusters Score -49706.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -49739.492188 Penalty: 625.927734
	Iteration 6Q: 3 clusters Score -49739.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -49759.218750 Penalty: 625.927734
	Iteration 7Q: 3 clusters Score -49759.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -49768.472656 Penalty: 625.927734
	Iteration 8Q: 3 clusters Score -49768.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -49777.203125 Penalty: 625.927734
	Iteration 9Q: 3 clusters Score -49777.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -49793.457031 Penalty: 625.927734
	Iteration 10Q: 3 clusters Score -49793.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -49810.257812 Penalty: 625.927734
	Iteration 11Q: 3 clusters Score -49810.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -49819.718750 Penalty: 625.927734
	Iteration 12Q: 3 clusters Score -49819.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -49827.687500 Penalty: 625.927734
	Iteration 13Q: 3 clusters Score -49827.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -49830.457031 Penalty: 625.927734
	Iteration 14Q: 3 clusters Score -49830.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -49833.191406 Penalty: 625.927734
	Iteration 15Q: 3 clusters Score -49833.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -49837.609375 Penalty: 625.927734
	Iteration 16Q: 3 clusters Score -49837.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -49840.000000 Penalty: 625.927734
	Iteration 17Q: 3 clusters Score -49840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -49843.371094 Penalty: 625.927734
	Iteration 18Q: 3 clusters Score -49843.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -49847.625000 Penalty: 625.927734
	Iteration 19Q: 3 clusters Score -49847.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -49852.265625 Penalty: 625.927734
	Iteration 20F: 3 clusters Score -49852.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -49858.226562 Penalty: 625.927734
	Iteration 21Q: 3 clusters Score -49858.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -49862.085938 Penalty: 625.927734
	Iteration 22Q: 3 clusters Score -49862.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -49866.316406 Penalty: 625.927734
	Iteration 23Q: 3 clusters Score -49866.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -49868.628906 Penalty: 625.927734
	Iteration 24Q: 3 clusters Score -49868.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -49872.140625 Penalty: 625.927734
	Iteration 25Q: 3 clusters Score -49872.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -49872.785156 Penalty: 625.927734
	Iteration 26Q: 3 clusters Score -49872.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -49874.082031 Penalty: 625.927734
	Iteration 27Q: 3 clusters Score -49874.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -49874.582031 Penalty: 625.927734
	Iteration 28Q: 3 clusters Score -49874.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -49875.496094 Penalty: 625.927734
	Iteration 29Q: 3 clusters Score -49875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -49876.980469 Penalty: 625.927734
	Iteration 30Q: 3 clusters Score -49876.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -49877.269531 Penalty: 625.927734
	Iteration 31Q: 3 clusters Score -49877.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -49877.269531 Penalty: 625.927734
	Iteration 32F: 3 clusters Score -49877.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -221767.734375 Penalty: 375.899445
	Iteration 0F: 2 clusters Score -221767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -219124.484375 Penalty: 751.798889
	Iteration 0F: 3 clusters Score -219124.5 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -220083.593750 Penalty: 751.798889
	Iteration 1F: 3 clusters Score -220083.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -220281.750000 Penalty: 751.798889
	Iteration 2F: 3 clusters Score -220281.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -220516.718750 Penalty: 751.798889
	Iteration 3F: 3 clusters Score -220516.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -220765.984375 Penalty: 751.798889
	Iteration 4F: 3 clusters Score -220766 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -220954.421875 Penalty: 751.798889
	Iteration 5F: 3 clusters Score -220954.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -221083.593750 Penalty: 751.798889
	Iteration 6F: 3 clusters Score -221083.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -221165.625000 Penalty: 751.798889
	Iteration 7Q: 3 clusters Score -221165.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -221216.546875 Penalty: 751.798889
	Iteration 8Q: 3 clusters Score -221216.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -221268.859375 Penalty: 751.798889
	Iteration 9Q: 3 clusters Score -221268.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -221305.171875 Penalty: 751.798889
	Iteration 10Q: 3 clusters Score -221305.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -221321.546875 Penalty: 751.798889
	Iteration 11Q: 3 clusters Score -221321.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -221332.968750 Penalty: 751.798889
	Iteration 12Q: 3 clusters Score -221333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -221341.546875 Penalty: 751.798889
	Iteration 13Q: 3 clusters Score -221341.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -221355.125000 Penalty: 751.798889
	Iteration 14Q: 3 clusters Score -221355.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -221370.515625 Penalty: 751.798889
	Iteration 15Q: 3 clusters Score -221370.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -221377.671875 Penalty: 751.798889
	Iteration 16Q: 3 clusters Score -221377.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -221380.468750 Penalty: 751.798889
	Iteration 17Q: 3 clusters Score -221380.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -221381.437500 Penalty: 751.798889
	Iteration 18Q: 3 clusters Score -221381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -221383.156250 Penalty: 751.798889
	Iteration 19Q: 3 clusters Score -221383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -221384.062500 Penalty: 751.798889
	Iteration 20F: 3 clusters Score -221384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -221384.406250 Penalty: 751.798889
	Iteration 21Q: 3 clusters Score -221384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -221384.406250 Penalty: 751.798889
	Iteration 22F: 3 clusters Score -221384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -58390.253906 Penalty: 313.383636
	Iteration 0F: 2 clusters Score -58390.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -57590.058594 Penalty: 626.767273
	Iteration 0F: 3 clusters Score -57590.06 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -57904.980469 Penalty: 626.767273
	Iteration 1F: 3 clusters Score -57904.98 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -58082.804688 Penalty: 626.767273
	Iteration 2F: 3 clusters Score -58082.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58186.906250 Penalty: 626.767273
	Iteration 3F: 3 clusters Score -58186.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58227.734375 Penalty: 626.767273
	Iteration 4F: 3 clusters Score -58227.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -58253.109375 Penalty: 626.767273
	Iteration 5Q: 3 clusters Score -58253.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -58263.953125 Penalty: 626.767273
	Iteration 6Q: 3 clusters Score -58263.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -58273.546875 Penalty: 626.767273
	Iteration 7Q: 3 clusters Score -58273.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -58280.296875 Penalty: 626.767273
	Iteration 8Q: 3 clusters Score -58280.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -58287.722656 Penalty: 626.767273
	Iteration 9Q: 3 clusters Score -58287.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -58294.488281 Penalty: 626.767273
	Iteration 10Q: 3 clusters Score -58294.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58298.386719 Penalty: 626.767273
	Iteration 11Q: 3 clusters Score -58298.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58299.804688 Penalty: 626.767273
	Iteration 12Q: 3 clusters Score -58299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -58301.015625 Penalty: 626.767273
	Iteration 13Q: 3 clusters Score -58301.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -58301.160156 Penalty: 626.767273
	Iteration 14Q: 3 clusters Score -58301.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -58301.375000 Penalty: 626.767273
	Iteration 15Q: 3 clusters Score -58301.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58301.664062 Penalty: 626.767273
	Iteration 16Q: 3 clusters Score -58301.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58301.664062 Penalty: 626.767273
	Iteration 17F: 3 clusters Score -58301.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Entering Unmasked Estep 
Score: -1038969.750000 Penalty: 442.681000
	Iteration 0F: 2 clusters Score -1038970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1027794.125000 Penalty: 885.362000
	Iteration 0F: 3 clusters Score -1027794 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1033172.187500 Penalty: 885.362000
	Iteration 1F: 3 clusters Score -1033172 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1033934.812500 Penalty: 885.362000
	Iteration 2F: 3 clusters Score -1033935 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1034814.812500 Penalty: 885.362000
	Iteration 3F: 3 clusters Score -1034815 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1035702.500000 Penalty: 885.362000
	Iteration 4F: 3 clusters Score -1035702 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1036447.625000 Penalty: 885.362000
	Iteration 5F: 3 clusters Score -1036448 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1037000.625000 Penalty: 885.362000
	Iteration 6Q: 3 clusters Score -1037001 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1037341.250000 Penalty: 885.362000
	Iteration 7Q: 3 clusters Score -1037341 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1037563.875000 Penalty: 885.362000
	Iteration 8Q: 3 clusters Score -1037564 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1037761.812500 Penalty: 885.362000
	Iteration 9Q: 3 clusters Score -1037762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1037922.812500 Penalty: 885.362000
	Iteration 10Q: 3 clusters Score -1037923 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1038051.562500 Penalty: 885.362000
	Iteration 11Q: 3 clusters Score -1038052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1038176.312500 Penalty: 885.362000
	Iteration 12Q: 3 clusters Score -1038176 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1038281.312500 Penalty: 885.362000
	Iteration 13Q: 3 clusters Score -1038281 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1038339.812500 Penalty: 885.362000
	Iteration 14Q: 3 clusters Score -1038340 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1038379.875000 Penalty: 885.362000
	Iteration 15Q: 3 clusters Score -1038380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1038422.250000 Penalty: 885.362000
	Iteration 16Q: 3 clusters Score -1038422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1038455.312500 Penalty: 885.362000
	Iteration 17Q: 3 clusters Score -1038455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1038489.750000 Penalty: 885.362000
	Iteration 18Q: 3 clusters Score -1038490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1038513.000000 Penalty: 885.362000
	Iteration 19Q: 3 clusters Score -1038513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1038530.312500 Penalty: 885.362000
	Iteration 20F: 3 clusters Score -1038530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1038544.125000 Penalty: 885.362000
	Iteration 21Q: 3 clusters Score -1038544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1038559.750000 Penalty: 885.362000
	Iteration 22Q: 3 clusters Score -1038560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1038577.437500 Penalty: 885.362000
	Iteration 23Q: 3 clusters Score -1038577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1038585.562500 Penalty: 885.362000
	Iteration 24Q: 3 clusters Score -1038586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1038588.875000 Penalty: 885.362000
	Iteration 25Q: 3 clusters Score -1038589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1038593.250000 Penalty: 885.362000
	Iteration 26Q: 3 clusters Score -1038593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1038596.062500 Penalty: 885.362000
	Iteration 27Q: 3 clusters Score -1038596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1038601.062500 Penalty: 885.362000
	Iteration 28Q: 3 clusters Score -1038601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1038604.500000 Penalty: 885.362000
	Iteration 29Q: 3 clusters Score -1038604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1038608.625000 Penalty: 885.362000
	Iteration 30Q: 3 clusters Score -1038609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1038611.375000 Penalty: 885.362000
	Iteration 31Q: 3 clusters Score -1038611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1038611.250000 Penalty: 885.362000
	Iteration 32Q: 3 clusters Score -1038611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1038614.000000 Penalty: 885.362000
	Iteration 33Q: 3 clusters Score -1038614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1038615.562500 Penalty: 885.362000
	Iteration 34Q: 3 clusters Score -1038616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1038617.500000 Penalty: 885.362000
	Iteration 35Q: 3 clusters Score -1038618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1038618.312500 Penalty: 885.362000
	Iteration 36Q: 3 clusters Score -1038618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1038618.500000 Penalty: 885.362000
	Iteration 37Q: 3 clusters Score -1038618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1038620.062500 Penalty: 885.362000
	Iteration 38Q: 3 clusters Score -1038620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1038621.187500 Penalty: 885.362000
	Iteration 39Q: 3 clusters Score -1038621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1038624.812500 Penalty: 885.362000
	Iteration 40F: 3 clusters Score -1038625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1038627.875000 Penalty: 885.362000
	Iteration 41Q: 3 clusters Score -1038628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1038628.437500 Penalty: 885.362000
	Iteration 42Q: 3 clusters Score -1038628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1038631.312500 Penalty: 885.362000
	Iteration 43Q: 3 clusters Score -1038631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1038632.437500 Penalty: 885.362000
	Iteration 44Q: 3 clusters Score -1038632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1038632.625000 Penalty: 885.362000
	Iteration 45Q: 3 clusters Score -1038633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1038632.312500 Penalty: 885.362000
	Iteration 46Q: 3 clusters Score -1038632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1038632.312500 Penalty: 885.362000
	Iteration 47F: 3 clusters Score -1038632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Entering Unmasked Estep 
Score: -1715.181030 Penalty: 172.180634
	Iteration 0F: 2 clusters Score -1715.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1605.130615 Penalty: 344.361267
	Iteration 0F: 3 clusters Score -1605.131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1626.157837 Penalty: 344.361267
	Iteration 1F: 3 clusters Score -1626.158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -37959.246094 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -37959.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37343.398438 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -37343.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37513.023438 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -37513.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37588.382812 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -37588.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37660.312500 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -37660.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37724.496094 Penalty: 594.177124
	Iteration 4F: 3 clusters Score -37724.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37779.464844 Penalty: 594.177124
	Iteration 5F: 3 clusters Score -37779.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37797.453125 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -37797.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37814.628906 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -37814.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37840.820312 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -37840.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37855.039062 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -37855.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37862.578125 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -37862.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37864.886719 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -37864.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37870.109375 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -37870.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37882.863281 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -37882.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37890.082031 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -37890.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37896.726562 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -37896.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37901.957031 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -37901.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37904.316406 Penalty: 594.177124
	Iteration 17Q: 3 clusters Score -37904.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37904.621094 Penalty: 594.177124
	Iteration 18Q: 3 clusters Score -37904.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37904.621094 Penalty: 594.177124
	Iteration 19F: 3 clusters Score -37904.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7034.390137 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7034.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6800.866699 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6800.867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6864.196289 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6864.196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6900.181641 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6900.182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6913.542480 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6913.542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6917.272461 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6917.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6918.913574 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6918.914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6918.913574 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6918.914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 12575 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 125400 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38041 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16802 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065948.000000 Penalty: 15872.815430
Iteration 399Q: 28 clusters Score -2.306595e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165513 members 
Mstep: Class 2 contains 12573 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 125357 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38037 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6188 members 
Mstep: Class 20 contains 12259 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16866 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065988.000000 Penalty: 15872.815430
Iteration 400F: 28 clusters Score -2.306599e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 12571 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 125314 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38033 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6183 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 16934 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23065988.000000 Penalty: 15872.815430
Iteration 401Q: 28 clusters Score -2.306599e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 12567 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7557 members 
Mstep: Class 6 contains 125258 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38032 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6178 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066052.000000 Penalty: 15872.815430
Iteration 402Q: 28 clusters Score -2.306605e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165460 members 
Mstep: Class 2 contains 12558 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 125168 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38026 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6176 members 
Mstep: Class 20 contains 12257 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 25 contains 17123 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066038.000000 Penalty: 15872.815430
Iteration 403Q: 28 clusters Score -2.306604e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165418 members 
Mstep: Class 2 contains 12548 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 125085 members 
Mstep: Class 7 contains 4281 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38021 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6175 members 
Mstep: Class 20 contains 12259 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 25 contains 17253 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066126.000000 Penalty: 15872.815430
Iteration 404Q: 28 clusters Score -2.306613e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 12542 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 125009 members 
Mstep: Class 7 contains 4280 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38013 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 17372 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066158.000000 Penalty: 15872.815430
Iteration 405Q: 28 clusters Score -2.306616e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165370 members 
Mstep: Class 2 contains 12524 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 124893 members 
Mstep: Class 7 contains 4280 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 38008 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 12262 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3875 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 17520 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066230.000000 Penalty: 15872.815430
Iteration 406Q: 28 clusters Score -2.306623e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165348 members 
Mstep: Class 2 contains 12500 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 124791 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37999 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 12266 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 25 contains 17669 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066282.000000 Penalty: 15872.815430
Iteration 407Q: 28 clusters Score -2.306628e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 12487 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 124667 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37990 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 12266 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3883 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 17834 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066324.000000 Penalty: 15872.815430
Iteration 408Q: 28 clusters Score -2.306632e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 12455 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 124551 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37982 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 12264 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3883 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 25 contains 18001 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066320.000000 Penalty: 15872.815430
Iteration 409Q: 28 clusters Score -2.306632e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 12426 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7589 members 
Mstep: Class 6 contains 124474 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37966 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6173 members 
Mstep: Class 20 contains 12267 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066386.000000 Penalty: 15872.815430
Iteration 410Q: 28 clusters Score -2.306639e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 6 contains 124389 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37952 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6172 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3890 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 18355 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066424.000000 Penalty: 15872.815430
Iteration 411Q: 28 clusters Score -2.306642e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165131 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 6 contains 124289 members 
Mstep: Class 7 contains 4271 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37931 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 171 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6171 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 18555 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066508.000000 Penalty: 15872.815430
Iteration 412Q: 28 clusters Score -2.306651e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 165050 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 124199 members 
Mstep: Class 7 contains 4270 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37925 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 172 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3893 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 25 contains 18746 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066570.000000 Penalty: 15872.815430
Iteration 413Q: 28 clusters Score -2.306657e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164982 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 6 contains 124075 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37922 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 132 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3895 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 18966 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066648.000000 Penalty: 15872.815430
Iteration 414Q: 28 clusters Score -2.306665e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164917 members 
Mstep: Class 2 contains 12274 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7641 members 
Mstep: Class 6 contains 123965 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37913 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6164 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 19179 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066758.000000 Penalty: 15872.815430
Iteration 415Q: 28 clusters Score -2.306676e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 12251 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7649 members 
Mstep: Class 6 contains 123861 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37899 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6163 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 19395 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066874.000000 Penalty: 15872.815430
Iteration 416Q: 28 clusters Score -2.306687e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 123776 members 
Mstep: Class 7 contains 4269 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37880 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6163 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 19609 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066916.000000 Penalty: 15872.815430
Iteration 417Q: 28 clusters Score -2.306692e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 12203 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 6 contains 123702 members 
Mstep: Class 7 contains 4271 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37864 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6161 members 
Mstep: Class 20 contains 12246 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 19803 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066956.000000 Penalty: 15872.815430
Iteration 418Q: 28 clusters Score -2.306696e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164599 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7675 members 
Mstep: Class 6 contains 123607 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37847 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6159 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 20003 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23066990.000000 Penalty: 15872.815430
Iteration 419Q: 28 clusters Score -2.306699e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 12173 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 123489 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37828 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6158 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 20213 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067078.000000 Penalty: 15872.815430
Iteration 420F: 28 clusters Score -2.306708e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 12157 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7682 members 
Mstep: Class 6 contains 123356 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37810 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6158 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 25 contains 20412 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067164.000000 Penalty: 15872.815430
Iteration 421Q: 28 clusters Score -2.306716e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 12133 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 123241 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37800 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6158 members 
Mstep: Class 20 contains 12183 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 25 contains 20625 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067230.000000 Penalty: 15872.815430
Iteration 422Q: 28 clusters Score -2.306723e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 12111 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7683 members 
Mstep: Class 6 contains 123105 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37790 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 12164 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 25 contains 20862 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067286.000000 Penalty: 15872.815430
Iteration 423Q: 28 clusters Score -2.306729e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 12085 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 122937 members 
Mstep: Class 7 contains 4270 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37773 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 12154 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 25 contains 21115 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067314.000000 Penalty: 15872.815430
Iteration 424Q: 28 clusters Score -2.306731e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164346 members 
Mstep: Class 2 contains 12076 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7691 members 
Mstep: Class 6 contains 122748 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37759 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 12143 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 21382 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067356.000000 Penalty: 15872.815430
Iteration 425Q: 28 clusters Score -2.306736e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 12062 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7691 members 
Mstep: Class 6 contains 122515 members 
Mstep: Class 7 contains 4265 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37740 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 12131 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 21693 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067442.000000 Penalty: 15872.815430
Iteration 426Q: 28 clusters Score -2.306744e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 6 contains 122252 members 
Mstep: Class 7 contains 4266 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37722 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 12120 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 21997 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067476.000000 Penalty: 15872.815430
Iteration 427Q: 28 clusters Score -2.306748e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 12058 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7704 members 
Mstep: Class 6 contains 121953 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37705 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6156 members 
Mstep: Class 20 contains 12111 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 22318 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067416.000000 Penalty: 15872.815430
Iteration 428Q: 28 clusters Score -2.306742e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 121659 members 
Mstep: Class 7 contains 4253 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37683 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 12113 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 22621 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067524.000000 Penalty: 15872.815430
Iteration 429Q: 28 clusters Score -2.306752e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7719 members 
Mstep: Class 6 contains 121381 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37658 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 12111 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3940 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 25 contains 22919 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067574.000000 Penalty: 15872.815430
Iteration 430Q: 28 clusters Score -2.306757e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 121075 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37638 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 23244 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067552.000000 Penalty: 15872.815430
Iteration 431Q: 28 clusters Score -2.306755e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 12068 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 120738 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37625 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 12090 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 25 contains 23596 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067592.000000 Penalty: 15872.815430
Iteration 432Q: 28 clusters Score -2.306759e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164321 members 
Mstep: Class 2 contains 12104 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 120365 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37609 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 12082 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 984 members 
Mstep: Class 25 contains 23953 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067690.000000 Penalty: 15872.815430
Iteration 433Q: 28 clusters Score -2.306769e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 12144 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 6 contains 119991 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37589 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 24319 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067820.000000 Penalty: 15872.815430
Iteration 434Q: 28 clusters Score -2.306782e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 12172 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7709 members 
Mstep: Class 6 contains 119645 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37572 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 12081 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 24674 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067936.000000 Penalty: 15872.815430
Iteration 435Q: 28 clusters Score -2.306794e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7715 members 
Mstep: Class 6 contains 119292 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37550 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 12068 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3966 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 25023 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068002.000000 Penalty: 15872.815430
Iteration 436Q: 28 clusters Score -2.3068e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164298 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 118938 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37529 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6151 members 
Mstep: Class 20 contains 12049 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 25382 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23067956.000000 Penalty: 15872.815430
Iteration 437Q: 28 clusters Score -2.306796e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 12267 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 118597 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37501 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3966 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 25 contains 25703 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068054.000000 Penalty: 15872.815430
Iteration 438Q: 28 clusters Score -2.306805e+07 nChanged 759
Entering ConstructFrom: 
Score: -23068054.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (164335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Entering Unmasked Estep 
Score: -9605944.000000 Penalty: 546.439636
	Iteration 0F: 2 clusters Score -9605944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -9500155.000000 Penalty: 1092.879272
	Iteration 0F: 3 clusters Score -9500155 nChanged 80781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -9553682.000000 Penalty: 1092.879272
	Iteration 1F: 3 clusters Score -9553682 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -9559430.000000 Penalty: 1092.879272
	Iteration 2F: 3 clusters Score -9559430 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105006 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -9567946.000000 Penalty: 1092.879272
	Iteration 3F: 3 clusters Score -9567946 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -9577702.000000 Penalty: 1092.879272
	Iteration 4F: 3 clusters Score -9577702 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -9584709.000000 Penalty: 1092.879272
	Iteration 5F: 3 clusters Score -9584709 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -9587932.000000 Penalty: 1092.879272
	Iteration 6Q: 3 clusters Score -9587932 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123725 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -9589737.000000 Penalty: 1092.879272
	Iteration 7Q: 3 clusters Score -9589737 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127128 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -9591171.000000 Penalty: 1092.879272
	Iteration 8Q: 3 clusters Score -9591171 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130710 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -9592680.000000 Penalty: 1092.879272
	Iteration 9Q: 3 clusters Score -9592680 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -9594290.000000 Penalty: 1092.879272
	Iteration 10Q: 3 clusters Score -9594290 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -9595852.000000 Penalty: 1092.879272
	Iteration 11Q: 3 clusters Score -9595852 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -9597457.000000 Penalty: 1092.879272
	Iteration 12Q: 3 clusters Score -9597457 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -9599037.000000 Penalty: 1092.879272
	Iteration 13Q: 3 clusters Score -9599037 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -9600434.000000 Penalty: 1092.879272
	Iteration 14Q: 3 clusters Score -9600434 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153764 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -9601789.000000 Penalty: 1092.879272
	Iteration 15Q: 3 clusters Score -9601789 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -9602725.000000 Penalty: 1092.879272
	Iteration 16Q: 3 clusters Score -9602725 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -9603418.000000 Penalty: 1092.879272
	Iteration 17Q: 3 clusters Score -9603418 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9604115.000000 Penalty: 1092.879272
	Iteration 18Q: 3 clusters Score -9604115 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162467 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9604674.000000 Penalty: 1092.879272
	Iteration 19Q: 3 clusters Score -9604674 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9605122.000000 Penalty: 1092.879272
	Iteration 20F: 3 clusters Score -9605122 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9605350.000000 Penalty: 1092.879272
	Iteration 21Q: 3 clusters Score -9605350 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164109 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9605407.000000 Penalty: 1092.879272
	Iteration 22Q: 3 clusters Score -9605407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9605446.000000 Penalty: 1092.879272
	Iteration 23Q: 3 clusters Score -9605446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9605485.000000 Penalty: 1092.879272
	Iteration 24Q: 3 clusters Score -9605485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164234 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9605503.000000 Penalty: 1092.879272
	Iteration 25Q: 3 clusters Score -9605503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9605515.000000 Penalty: 1092.879272
	Iteration 26Q: 3 clusters Score -9605515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9605515.000000 Penalty: 1092.879272
	Iteration 27Q: 3 clusters Score -9605515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9605525.000000 Penalty: 1092.879272
	Iteration 28Q: 3 clusters Score -9605525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9605528.000000 Penalty: 1092.879272
	Iteration 29Q: 3 clusters Score -9605528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9605519.000000 Penalty: 1092.879272
	Iteration 30Q: 3 clusters Score -9605519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9605523.000000 Penalty: 1092.879272
	Iteration 31Q: 3 clusters Score -9605523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9605522.000000 Penalty: 1092.879272
	Iteration 32Q: 3 clusters Score -9605522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9605521.000000 Penalty: 1092.879272
	Iteration 33Q: 3 clusters Score -9605521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9605521.000000 Penalty: 1092.879272
	Iteration 34F: 3 clusters Score -9605521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Entering Unmasked Estep 
Score: -779956.250000 Penalty: 428.515533
	Iteration 0F: 2 clusters Score -779956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -771781.375000 Penalty: 857.031067
	Iteration 0F: 3 clusters Score -771781.4 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -775416.375000 Penalty: 857.031067
	Iteration 1F: 3 clusters Score -775416.4 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -776088.312500 Penalty: 857.031067
	Iteration 2F: 3 clusters Score -776088.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -776973.562500 Penalty: 857.031067
	Iteration 3F: 3 clusters Score -776973.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -777987.062500 Penalty: 857.031067
	Iteration 4F: 3 clusters Score -777987.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -778797.437500 Penalty: 857.031067
	Iteration 5F: 3 clusters Score -778797.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -779087.312500 Penalty: 857.031067
	Iteration 6Q: 3 clusters Score -779087.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -779171.312500 Penalty: 857.031067
	Iteration 7Q: 3 clusters Score -779171.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -779214.187500 Penalty: 857.031067
	Iteration 8Q: 3 clusters Score -779214.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -779242.500000 Penalty: 857.031067
	Iteration 9Q: 3 clusters Score -779242.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -779262.562500 Penalty: 857.031067
	Iteration 10Q: 3 clusters Score -779262.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -779284.562500 Penalty: 857.031067
	Iteration 11Q: 3 clusters Score -779284.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -779309.437500 Penalty: 857.031067
	Iteration 12Q: 3 clusters Score -779309.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -779328.375000 Penalty: 857.031067
	Iteration 13Q: 3 clusters Score -779328.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -779352.687500 Penalty: 857.031067
	Iteration 14Q: 3 clusters Score -779352.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -779374.687500 Penalty: 857.031067
	Iteration 15Q: 3 clusters Score -779374.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -779397.500000 Penalty: 857.031067
	Iteration 16Q: 3 clusters Score -779397.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -779417.875000 Penalty: 857.031067
	Iteration 17Q: 3 clusters Score -779417.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -779432.437500 Penalty: 857.031067
	Iteration 18Q: 3 clusters Score -779432.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -779441.437500 Penalty: 857.031067
	Iteration 19Q: 3 clusters Score -779441.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -779447.687500 Penalty: 857.031067
	Iteration 20F: 3 clusters Score -779447.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -779452.125000 Penalty: 857.031067
	Iteration 21Q: 3 clusters Score -779452.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -779459.625000 Penalty: 857.031067
	Iteration 22Q: 3 clusters Score -779459.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -779472.625000 Penalty: 857.031067
	Iteration 23Q: 3 clusters Score -779472.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -779481.125000 Penalty: 857.031067
	Iteration 24Q: 3 clusters Score -779481.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -779488.375000 Penalty: 857.031067
	Iteration 25Q: 3 clusters Score -779488.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -779498.000000 Penalty: 857.031067
	Iteration 26Q: 3 clusters Score -779498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -779505.000000 Penalty: 857.031067
	Iteration 27Q: 3 clusters Score -779505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -779512.625000 Penalty: 857.031067
	Iteration 28Q: 3 clusters Score -779512.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -779523.500000 Penalty: 857.031067
	Iteration 29Q: 3 clusters Score -779523.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -779534.062500 Penalty: 857.031067
	Iteration 30Q: 3 clusters Score -779534.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -779542.000000 Penalty: 857.031067
	Iteration 31Q: 3 clusters Score -779542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -779547.500000 Penalty: 857.031067
	Iteration 32Q: 3 clusters Score -779547.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -779555.875000 Penalty: 857.031067
	Iteration 33Q: 3 clusters Score -779555.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -779561.312500 Penalty: 857.031067
	Iteration 34Q: 3 clusters Score -779561.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -779562.187500 Penalty: 857.031067
	Iteration 35Q: 3 clusters Score -779562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -779563.750000 Penalty: 857.031067
	Iteration 36Q: 3 clusters Score -779563.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -779569.437500 Penalty: 857.031067
	Iteration 37Q: 3 clusters Score -779569.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -779571.937500 Penalty: 857.031067
	Iteration 38Q: 3 clusters Score -779571.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -779572.312500 Penalty: 857.031067
	Iteration 39Q: 3 clusters Score -779572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -779573.687500 Penalty: 857.031067
	Iteration 40F: 3 clusters Score -779573.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -779574.500000 Penalty: 857.031067
	Iteration 41Q: 3 clusters Score -779574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -779575.812500 Penalty: 857.031067
	Iteration 42Q: 3 clusters Score -779575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -779577.062500 Penalty: 857.031067
	Iteration 43Q: 3 clusters Score -779577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -779580.562500 Penalty: 857.031067
	Iteration 44Q: 3 clusters Score -779580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -779581.812500 Penalty: 857.031067
	Iteration 45Q: 3 clusters Score -779581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -779582.375000 Penalty: 857.031067
	Iteration 46Q: 3 clusters Score -779582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -779583.937500 Penalty: 857.031067
	Iteration 47Q: 3 clusters Score -779583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -779584.125000 Penalty: 857.031067
	Iteration 48Q: 3 clusters Score -779584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -779583.875000 Penalty: 857.031067
	Iteration 49Q: 3 clusters Score -779583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -779584.625000 Penalty: 857.031067
	Iteration 50Q: 3 clusters Score -779584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -779585.062500 Penalty: 857.031067
	Iteration 51Q: 3 clusters Score -779585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -779586.250000 Penalty: 857.031067
	Iteration 52Q: 3 clusters Score -779586.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -779587.062500 Penalty: 857.031067
	Iteration 53Q: 3 clusters Score -779587.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -779590.937500 Penalty: 857.031067
	Iteration 54Q: 3 clusters Score -779590.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -779595.562500 Penalty: 857.031067
	Iteration 55Q: 3 clusters Score -779595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -779598.187500 Penalty: 857.031067
	Iteration 56Q: 3 clusters Score -779598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -779600.875000 Penalty: 857.031067
	Iteration 57Q: 3 clusters Score -779600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -779605.312500 Penalty: 857.031067
	Iteration 58Q: 3 clusters Score -779605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -779604.000000 Penalty: 857.031067
	Iteration 59Q: 3 clusters Score -779604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -779605.625000 Penalty: 857.031067
	Iteration 60F: 3 clusters Score -779605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -779606.375000 Penalty: 857.031067
	Iteration 61Q: 3 clusters Score -779606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -779606.375000 Penalty: 857.031067
	Iteration 62F: 3 clusters Score -779606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -179259.015625 Penalty: 369.904297
	Iteration 0F: 2 clusters Score -179259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -176904.390625 Penalty: 739.808594
	Iteration 0F: 3 clusters Score -176904.4 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -177707.718750 Penalty: 739.808594
	Iteration 1F: 3 clusters Score -177707.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -177766.328125 Penalty: 739.808594
	Iteration 2F: 3 clusters Score -177766.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -177808.687500 Penalty: 739.808594
	Iteration 3Q: 3 clusters Score -177808.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -177863.375000 Penalty: 739.808594
	Iteration 4Q: 3 clusters Score -177863.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -177941.140625 Penalty: 739.808594
	Iteration 5Q: 3 clusters Score -177941.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -178053.312500 Penalty: 739.808594
	Iteration 6F: 3 clusters Score -178053.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -178209.046875 Penalty: 739.808594
	Iteration 7F: 3 clusters Score -178209 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -178383.578125 Penalty: 739.808594
	Iteration 8F: 3 clusters Score -178383.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -178556.156250 Penalty: 739.808594
	Iteration 9F: 3 clusters Score -178556.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -178672.859375 Penalty: 739.808594
	Iteration 10Q: 3 clusters Score -178672.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -178747.031250 Penalty: 739.808594
	Iteration 11Q: 3 clusters Score -178747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -178804.359375 Penalty: 739.808594
	Iteration 12Q: 3 clusters Score -178804.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -178846.437500 Penalty: 739.808594
	Iteration 13Q: 3 clusters Score -178846.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -178878.171875 Penalty: 739.808594
	Iteration 14Q: 3 clusters Score -178878.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -178906.937500 Penalty: 739.808594
	Iteration 15Q: 3 clusters Score -178906.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -178933.046875 Penalty: 739.808594
	Iteration 16Q: 3 clusters Score -178933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -178949.140625 Penalty: 739.808594
	Iteration 17Q: 3 clusters Score -178949.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -178960.250000 Penalty: 739.808594
	Iteration 18Q: 3 clusters Score -178960.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -178980.203125 Penalty: 739.808594
	Iteration 19Q: 3 clusters Score -178980.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -178992.796875 Penalty: 739.808594
	Iteration 20F: 3 clusters Score -178992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -179001.234375 Penalty: 739.808594
	Iteration 21Q: 3 clusters Score -179001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -179004.875000 Penalty: 739.808594
	Iteration 22Q: 3 clusters Score -179004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -179006.578125 Penalty: 739.808594
	Iteration 23Q: 3 clusters Score -179006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -179008.000000 Penalty: 739.808594
	Iteration 24Q: 3 clusters Score -179008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -179008.593750 Penalty: 739.808594
	Iteration 25Q: 3 clusters Score -179008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -179010.203125 Penalty: 739.808594
	Iteration 26Q: 3 clusters Score -179010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -179011.843750 Penalty: 739.808594
	Iteration 27Q: 3 clusters Score -179011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -179014.062500 Penalty: 739.808594
	Iteration 28Q: 3 clusters Score -179014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -179016.140625 Penalty: 739.808594
	Iteration 29Q: 3 clusters Score -179016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -179017.093750 Penalty: 739.808594
	Iteration 30Q: 3 clusters Score -179017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -179017.359375 Penalty: 739.808594
	Iteration 31Q: 3 clusters Score -179017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -179017.484375 Penalty: 739.808594
	Iteration 32Q: 3 clusters Score -179017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -179017.750000 Penalty: 739.808594
	Iteration 33Q: 3 clusters Score -179017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -179017.640625 Penalty: 739.808594
	Iteration 34Q: 3 clusters Score -179017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -179017.640625 Penalty: 739.808594
	Iteration 35F: 3 clusters Score -179017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -100983.710938 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100983.7 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -101385.992188 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -101463.929688 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101463.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -101522.937500 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101522.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -101563.585938 Penalty: 684.044922
	Iteration 4Q: 3 clusters Score -101563.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -101592.421875 Penalty: 684.044922
	Iteration 5Q: 3 clusters Score -101592.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -101626.609375 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -101626.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -101656.460938 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -101656.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -101686.046875 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -101686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -101724.031250 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -101724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -101761.382812 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -101761.4 nChanged 55
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: -101797.117188 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -101797.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -101840.804688 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -101840.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -101890.523438 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -101890.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -101934.140625 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -101934.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -101969.890625 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -101969.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -101993.148438 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -101993.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -102006.390625 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -102010.718750 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -102015.390625 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -102022.281250 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -102029.531250 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -102031.835938 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -102031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -102032.570312 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -102032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -102034.234375 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -102034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -102034.914062 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -102034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -102038.718750 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -102038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -102040.617188 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -102040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -102040.617188 Penalty: 684.044922
	Iteration 28F: 3 clusters Score -102040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -449907.156250 Penalty: 407.420044
	Iteration 0F: 2 clusters Score -449907.2 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 3799 members 
Entering Unmasked Estep 
Score: -444695.468750 Penalty: 814.840088
	Iteration 0F: 3 clusters Score -444695.5 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -446867.062500 Penalty: 814.840088
	Iteration 1F: 3 clusters Score -446867.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -447333.937500 Penalty: 814.840088
	Iteration 2F: 3 clusters Score -447333.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -447869.062500 Penalty: 814.840088
	Iteration 3F: 3 clusters Score -447869.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -448380.968750 Penalty: 814.840088
	Iteration 4F: 3 clusters Score -448381 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -448806.375000 Penalty: 814.840088
	Iteration 5F: 3 clusters Score -448806.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -449077.218750 Penalty: 814.840088
	Iteration 6Q: 3 clusters Score -449077.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -449277.406250 Penalty: 814.840088
	Iteration 7Q: 3 clusters Score -449277.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -449406.781250 Penalty: 814.840088
	Iteration 8Q: 3 clusters Score -449406.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -449484.843750 Penalty: 814.840088
	Iteration 9Q: 3 clusters Score -449484.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -449544.812500 Penalty: 814.840088
	Iteration 10Q: 3 clusters Score -449544.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -449581.000000 Penalty: 814.840088
	Iteration 11Q: 3 clusters Score -449581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -449601.968750 Penalty: 814.840088
	Iteration 12Q: 3 clusters Score -449602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -449618.281250 Penalty: 814.840088
	Iteration 13Q: 3 clusters Score -449618.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -449634.718750 Penalty: 814.840088
	Iteration 14Q: 3 clusters Score -449634.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -449647.000000 Penalty: 814.840088
	Iteration 15Q: 3 clusters Score -449647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -449654.031250 Penalty: 814.840088
	Iteration 16Q: 3 clusters Score -449654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -449659.937500 Penalty: 814.840088
	Iteration 17Q: 3 clusters Score -449659.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -449662.781250 Penalty: 814.840088
	Iteration 18Q: 3 clusters Score -449662.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -449665.343750 Penalty: 814.840088
	Iteration 19Q: 3 clusters Score -449665.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -449668.093750 Penalty: 814.840088
	Iteration 20F: 3 clusters Score -449668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -449672.750000 Penalty: 814.840088
	Iteration 21Q: 3 clusters Score -449672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -449674.968750 Penalty: 814.840088
	Iteration 22Q: 3 clusters Score -449675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -449676.531250 Penalty: 814.840088
	Iteration 23Q: 3 clusters Score -449676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -449677.531250 Penalty: 814.840088
	Iteration 24Q: 3 clusters Score -449677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -449681.468750 Penalty: 814.840088
	Iteration 25Q: 3 clusters Score -449681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -449683.812500 Penalty: 814.840088
	Iteration 26Q: 3 clusters Score -449683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -449684.500000 Penalty: 814.840088
	Iteration 27Q: 3 clusters Score -449684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -449687.000000 Penalty: 814.840088
	Iteration 28Q: 3 clusters Score -449687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -449689.656250 Penalty: 814.840088
	Iteration 29Q: 3 clusters Score -449689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -449692.500000 Penalty: 814.840088
	Iteration 30Q: 3 clusters Score -449692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -449694.781250 Penalty: 814.840088
	Iteration 31Q: 3 clusters Score -449694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -449695.812500 Penalty: 814.840088
	Iteration 32Q: 3 clusters Score -449695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -449696.718750 Penalty: 814.840088
	Iteration 33Q: 3 clusters Score -449696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -449698.406250 Penalty: 814.840088
	Iteration 34Q: 3 clusters Score -449698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -449698.812500 Penalty: 814.840088
	Iteration 35Q: 3 clusters Score -449698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -449699.906250 Penalty: 814.840088
	Iteration 36Q: 3 clusters Score -449699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -449699.312500 Penalty: 814.840088
	Iteration 37Q: 3 clusters Score -449699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -449699.875000 Penalty: 814.840088
	Iteration 38Q: 3 clusters Score -449699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -449701.312500 Penalty: 814.840088
	Iteration 39Q: 3 clusters Score -449701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -449700.406250 Penalty: 814.840088
	Iteration 40F: 3 clusters Score -449700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -449701.500000 Penalty: 814.840088
	Iteration 41Q: 3 clusters Score -449701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -449702.187500 Penalty: 814.840088
	Iteration 42Q: 3 clusters Score -449702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -449702.718750 Penalty: 814.840088
	Iteration 43Q: 3 clusters Score -449702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -449702.687500 Penalty: 814.840088
	Iteration 44Q: 3 clusters Score -449702.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -449702.687500 Penalty: 814.840088
	Iteration 45F: 3 clusters Score -449702.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (118216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Entering Unmasked Estep 
Score: -7072933.500000 Penalty: 531.452209
	Iteration 0F: 2 clusters Score -7072934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -6994943.500000 Penalty: 1062.904419
	Iteration 0F: 3 clusters Score -6994944 nChanged 57721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -7029467.500000 Penalty: 1062.904419
	Iteration 1F: 3 clusters Score -7029468 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -7030532.000000 Penalty: 1062.904419
	Iteration 2Q: 3 clusters Score -7030532 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -7032042.000000 Penalty: 1062.904419
	Iteration 3Q: 3 clusters Score -7032042 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -7034094.000000 Penalty: 1062.904419
	Iteration 4Q: 3 clusters Score -7034094 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -7036840.000000 Penalty: 1062.904419
	Iteration 5Q: 3 clusters Score -7036840 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -7040568.000000 Penalty: 1062.904419
	Iteration 6F: 3 clusters Score -7040568 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -7045067.500000 Penalty: 1062.904419
	Iteration 7F: 3 clusters Score -7045068 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -7049638.500000 Penalty: 1062.904419
	Iteration 8F: 3 clusters Score -7049638 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -7052852.500000 Penalty: 1062.904419
	Iteration 9F: 3 clusters Score -7052852 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -7054579.500000 Penalty: 1062.904419
	Iteration 10Q: 3 clusters Score -7054580 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -7055658.500000 Penalty: 1062.904419
	Iteration 11Q: 3 clusters Score -7055658 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -7056370.500000 Penalty: 1062.904419
	Iteration 12Q: 3 clusters Score -7056370 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -7056997.000000 Penalty: 1062.904419
	Iteration 13Q: 3 clusters Score -7056997 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -7057722.500000 Penalty: 1062.904419
	Iteration 14Q: 3 clusters Score -7057722 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -7058495.500000 Penalty: 1062.904419
	Iteration 15Q: 3 clusters Score -7058496 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -7059249.000000 Penalty: 1062.904419
	Iteration 16Q: 3 clusters Score -7059249 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -7060124.500000 Penalty: 1062.904419
	Iteration 17Q: 3 clusters Score -7060124 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -7060980.500000 Penalty: 1062.904419
	Iteration 18Q: 3 clusters Score -7060980 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 97987 members 
Entering Unmasked Estep 
Score: -7061848.500000 Penalty: 1062.904419
	Iteration 19Q: 3 clusters Score -7061848 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -7062749.000000 Penalty: 1062.904419
	Iteration 20F: 3 clusters Score -7062749 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -7063645.000000 Penalty: 1062.904419
	Iteration 21Q: 3 clusters Score -7063645 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -7064632.500000 Penalty: 1062.904419
	Iteration 22Q: 3 clusters Score -7064632 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -7065580.000000 Penalty: 1062.904419
	Iteration 23Q: 3 clusters Score -7065580 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -7066558.500000 Penalty: 1062.904419
	Iteration 24Q: 3 clusters Score -7066558 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -7067536.000000 Penalty: 1062.904419
	Iteration 25Q: 3 clusters Score -7067536 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -7068486.000000 Penalty: 1062.904419
	Iteration 26Q: 3 clusters Score -7068486 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 112587 members 
Entering Unmasked Estep 
Score: -7069320.000000 Penalty: 1062.904419
	Iteration 27Q: 3 clusters Score -7069320 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -7070029.500000 Penalty: 1062.904419
	Iteration 28Q: 3 clusters Score -7070030 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 114826 members 
Entering Unmasked Estep 
Score: -7070647.500000 Penalty: 1062.904419
	Iteration 29Q: 3 clusters Score -7070648 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -7071194.000000 Penalty: 1062.904419
	Iteration 30Q: 3 clusters Score -7071194 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -7071577.000000 Penalty: 1062.904419
	Iteration 31Q: 3 clusters Score -7071577 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 116745 members 
Entering Unmasked Estep 
Score: -7071856.500000 Penalty: 1062.904419
	Iteration 32Q: 3 clusters Score -7071856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -7072043.000000 Penalty: 1062.904419
	Iteration 33Q: 3 clusters Score -7072043 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 117270 members 
Entering Unmasked Estep 
Score: -7072170.000000 Penalty: 1062.904419
	Iteration 34Q: 3 clusters Score -7072170 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -7072247.000000 Penalty: 1062.904419
	Iteration 35Q: 3 clusters Score -7072247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -7072285.500000 Penalty: 1062.904419
	Iteration 36Q: 3 clusters Score -7072286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -7072330.000000 Penalty: 1062.904419
	Iteration 37Q: 3 clusters Score -7072330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -7072385.500000 Penalty: 1062.904419
	Iteration 38Q: 3 clusters Score -7072386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -7072428.000000 Penalty: 1062.904419
	Iteration 39Q: 3 clusters Score -7072428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -7072445.000000 Penalty: 1062.904419
	Iteration 40F: 3 clusters Score -7072445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -7072452.500000 Penalty: 1062.904419
	Iteration 41Q: 3 clusters Score -7072452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 117798 members 
Entering Unmasked Estep 
Score: -7072465.500000 Penalty: 1062.904419
	Iteration 42Q: 3 clusters Score -7072466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -7072473.000000 Penalty: 1062.904419
	Iteration 43Q: 3 clusters Score -7072473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -7072479.000000 Penalty: 1062.904419
	Iteration 44Q: 3 clusters Score -7072479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -7072487.000000 Penalty: 1062.904419
	Iteration 45Q: 3 clusters Score -7072487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -7072490.000000 Penalty: 1062.904419
	Iteration 46Q: 3 clusters Score -7072490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -7072498.500000 Penalty: 1062.904419
	Iteration 47Q: 3 clusters Score -7072498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -7072509.500000 Penalty: 1062.904419
	Iteration 48Q: 3 clusters Score -7072510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 117871 members 
Entering Unmasked Estep 
Score: -7072508.500000 Penalty: 1062.904419
	Iteration 49Q: 3 clusters Score -7072508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -7072513.500000 Penalty: 1062.904419
	Iteration 50Q: 3 clusters Score -7072514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -7072514.000000 Penalty: 1062.904419
	Iteration 51Q: 3 clusters Score -7072514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -7072511.500000 Penalty: 1062.904419
	Iteration 52Q: 3 clusters Score -7072512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -7072511.500000 Penalty: 1062.904419
	Iteration 53Q: 3 clusters Score -7072512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -7072514.000000 Penalty: 1062.904419
	Iteration 54Q: 3 clusters Score -7072514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -7072511.500000 Penalty: 1062.904419
	Iteration 55Q: 3 clusters Score -7072512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -7072511.500000 Penalty: 1062.904419
	Iteration 56F: 3 clusters Score -7072512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -243436.421875 Penalty: 380.084137
	Iteration 0F: 2 clusters Score -243436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -240549.765625 Penalty: 760.168274
	Iteration 0F: 3 clusters Score -240549.8 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -241662.718750 Penalty: 760.168274
	Iteration 1F: 3 clusters Score -241662.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -241809.343750 Penalty: 760.168274
	Iteration 2F: 3 clusters Score -241809.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -241983.578125 Penalty: 760.168274
	Iteration 3F: 3 clusters Score -241983.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -242195.953125 Penalty: 760.168274
	Iteration 4F: 3 clusters Score -242196 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -242469.421875 Penalty: 760.168274
	Iteration 5F: 3 clusters Score -242469.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -242750.640625 Penalty: 760.168274
	Iteration 6F: 3 clusters Score -242750.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -243004.031250 Penalty: 760.168274
	Iteration 7F: 3 clusters Score -243004 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -243142.343750 Penalty: 760.168274
	Iteration 8Q: 3 clusters Score -243142.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -243172.484375 Penalty: 760.168274
	Iteration 9Q: 3 clusters Score -243172.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -243182.843750 Penalty: 760.168274
	Iteration 10Q: 3 clusters Score -243182.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -243188.062500 Penalty: 760.168274
	Iteration 11Q: 3 clusters Score -243188.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -243193.250000 Penalty: 760.168274
	Iteration 12Q: 3 clusters Score -243193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -243197.078125 Penalty: 760.168274
	Iteration 13Q: 3 clusters Score -243197.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -243198.921875 Penalty: 760.168274
	Iteration 14Q: 3 clusters Score -243198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -243200.156250 Penalty: 760.168274
	Iteration 15Q: 3 clusters Score -243200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -243201.125000 Penalty: 760.168274
	Iteration 16Q: 3 clusters Score -243201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -243202.046875 Penalty: 760.168274
	Iteration 17Q: 3 clusters Score -243202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -243202.234375 Penalty: 760.168274
	Iteration 18Q: 3 clusters Score -243202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -243204.078125 Penalty: 760.168274
	Iteration 19Q: 3 clusters Score -243204.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -243205.859375 Penalty: 760.168274
	Iteration 20F: 3 clusters Score -243205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -243205.984375 Penalty: 760.168274
	Iteration 21Q: 3 clusters Score -243206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -243206.109375 Penalty: 760.168274
	Iteration 22Q: 3 clusters Score -243206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -243206.593750 Penalty: 760.168274
	Iteration 23Q: 3 clusters Score -243206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -243207.265625 Penalty: 760.168274
	Iteration 24Q: 3 clusters Score -243207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -243207.234375 Penalty: 760.168274
	Iteration 25Q: 3 clusters Score -243207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -243207.234375 Penalty: 760.168274
	Iteration 26F: 3 clusters Score -243207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48246.761719 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48246.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -47510.644531 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -47510.64 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -47747.789062 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -47747.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47801.304688 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -47801.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47832.734375 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -47832.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47847.371094 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -47847.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47857.941406 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -47857.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -47865.734375 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -47865.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47871.171875 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -47871.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -47874.105469 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -47874.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47877.339844 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -47877.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47879.230469 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -47879.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47879.664062 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -47879.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47881.777344 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -47881.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -47884.484375 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -47884.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47886.472656 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -47886.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47886.800781 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -47886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47887.226562 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -47887.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -47889.769531 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -47889.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47893.152344 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -47893.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47900.234375 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -47900.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -47903.617188 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -47903.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -47905.835938 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -47905.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47906.597656 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -47906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47907.906250 Penalty: 615.092224
	Iteration 23Q: 3 clusters Score -47907.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47910.703125 Penalty: 615.092224
	Iteration 24Q: 3 clusters Score -47910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -47912.730469 Penalty: 615.092224
	Iteration 25Q: 3 clusters Score -47912.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -47913.179688 Penalty: 615.092224
	Iteration 26Q: 3 clusters Score -47913.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -47913.347656 Penalty: 615.092224
	Iteration 27Q: 3 clusters Score -47913.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47913.906250 Penalty: 615.092224
	Iteration 28Q: 3 clusters Score -47913.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47914.941406 Penalty: 615.092224
	Iteration 29Q: 3 clusters Score -47914.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -47917.414062 Penalty: 615.092224
	Iteration 30Q: 3 clusters Score -47917.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -47921.371094 Penalty: 615.092224
	Iteration 31Q: 3 clusters Score -47921.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47922.113281 Penalty: 615.092224
	Iteration 32Q: 3 clusters Score -47922.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -47924.003906 Penalty: 615.092224
	Iteration 33Q: 3 clusters Score -47924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47926.277344 Penalty: 615.092224
	Iteration 34Q: 3 clusters Score -47926.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -47933.125000 Penalty: 615.092224
	Iteration 35Q: 3 clusters Score -47933.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47942.023438 Penalty: 615.092224
	Iteration 36Q: 3 clusters Score -47942.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47944.398438 Penalty: 615.092224
	Iteration 37Q: 3 clusters Score -47944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -47945.703125 Penalty: 615.092224
	Iteration 38Q: 3 clusters Score -47945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -47948.765625 Penalty: 615.092224
	Iteration 39Q: 3 clusters Score -47948.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47951.414062 Penalty: 615.092224
	Iteration 40F: 3 clusters Score -47951.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -47952.593750 Penalty: 615.092224
	Iteration 41Q: 3 clusters Score -47952.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -47954.199219 Penalty: 615.092224
	Iteration 42Q: 3 clusters Score -47954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -47954.199219 Penalty: 615.092224
	Iteration 43F: 3 clusters Score -47954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Entering Unmasked Estep 
Score: -2085909.500000 Penalty: 479.178833
	Iteration 0F: 2 clusters Score -2085910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2060868.250000 Penalty: 958.357666
	Iteration 0F: 3 clusters Score -2060868 nChanged 18053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2073361.375000 Penalty: 958.357666
	Iteration 1F: 3 clusters Score -2073361 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2075308.000000 Penalty: 958.357666
	Iteration 2F: 3 clusters Score -2075308 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2077535.250000 Penalty: 958.357666
	Iteration 3F: 3 clusters Score -2077535 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2079541.125000 Penalty: 958.357666
	Iteration 4F: 3 clusters Score -2079541 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -2080935.625000 Penalty: 958.357666
	Iteration 5Q: 3 clusters Score -2080936 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -2081799.375000 Penalty: 958.357666
	Iteration 6Q: 3 clusters Score -2081799 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -2082415.500000 Penalty: 958.357666
	Iteration 7Q: 3 clusters Score -2082416 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -2082956.625000 Penalty: 958.357666
	Iteration 8Q: 3 clusters Score -2082957 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -2083455.250000 Penalty: 958.357666
	Iteration 9Q: 3 clusters Score -2083455 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -2083907.125000 Penalty: 958.357666
	Iteration 10Q: 3 clusters Score -2083907 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -2084337.875000 Penalty: 958.357666
	Iteration 11Q: 3 clusters Score -2084338 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -2084708.250000 Penalty: 958.357666
	Iteration 12Q: 3 clusters Score -2084708 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -2085036.250000 Penalty: 958.357666
	Iteration 13Q: 3 clusters Score -2085036 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -2085289.750000 Penalty: 958.357666
	Iteration 14Q: 3 clusters Score -2085290 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -2085464.875000 Penalty: 958.357666
	Iteration 15Q: 3 clusters Score -2085465 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -2085565.875000 Penalty: 958.357666
	Iteration 16Q: 3 clusters Score -2085566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -2085631.125000 Penalty: 958.357666
	Iteration 17Q: 3 clusters Score -2085631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -2085664.875000 Penalty: 958.357666
	Iteration 18Q: 3 clusters Score -2085665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -2085683.250000 Penalty: 958.357666
	Iteration 19Q: 3 clusters Score -2085683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -2085692.125000 Penalty: 958.357666
	Iteration 20F: 3 clusters Score -2085692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -2085698.750000 Penalty: 958.357666
	Iteration 21Q: 3 clusters Score -2085699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -2085708.625000 Penalty: 958.357666
	Iteration 22Q: 3 clusters Score -2085709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -2085713.750000 Penalty: 958.357666
	Iteration 23Q: 3 clusters Score -2085714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -2085716.750000 Penalty: 958.357666
	Iteration 24Q: 3 clusters Score -2085717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -2085718.625000 Penalty: 958.357666
	Iteration 25Q: 3 clusters Score -2085719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -2085721.250000 Penalty: 958.357666
	Iteration 26Q: 3 clusters Score -2085721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -2085721.875000 Penalty: 958.357666
	Iteration 27Q: 3 clusters Score -2085722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -2085720.375000 Penalty: 958.357666
	Iteration 28Q: 3 clusters Score -2085720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -2085723.125000 Penalty: 958.357666
	Iteration 29Q: 3 clusters Score -2085723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -2085721.125000 Penalty: 958.357666
	Iteration 30Q: 3 clusters Score -2085721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -2085721.125000 Penalty: 958.357666
	Iteration 31F: 3 clusters Score -2085721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20605.712891 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -20605.71 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 172 members 
Entering Unmasked Estep 
Score: -20207.080078 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -20207.08 nChanged 106
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: -20269.259766 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -20269.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20289.255859 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -20289.26 nChanged 14
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: -20302.765625 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -20302.77 nChanged 12
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: -20315.070312 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -20315.07 nChanged 12
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: -20326.408203 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -20326.41 nChanged 9
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: -20335.167969 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -20335.17 nChanged 9
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: -20343.640625 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -20343.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20345.865234 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -20345.87 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: -20346.429688 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -20346.43 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: -20348.992188 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -20348.99 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: -20351.148438 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -20351.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20352.277344 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -20352.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20352.277344 Penalty: 531.498352
	Iteration 13F: 3 clusters Score -20352.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -73689.546875 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -73689.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -72718.023438 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -72718.02 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72987.890625 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -72987.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73031.468750 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -73031.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -73075.117188 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -73075.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -73109.335938 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -73109.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -73136.429688 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -73136.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -73178.906250 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -73178.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -73219.921875 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -73219.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -73239.578125 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -73239.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -73269.703125 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -73269.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73294.296875 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -73294.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73310.703125 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -73310.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73323.976562 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -73323.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73332.398438 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -73332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73339.265625 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -73339.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73341.445312 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -73341.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73347.828125 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -73347.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73353.703125 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -73353.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73360.984375 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -73360.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73368.453125 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -73368.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73376.289062 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -73376.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73381.203125 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -73381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73383.976562 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -73383.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73385.984375 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -73385.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73387.257812 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -73387.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73388.312500 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -73388.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73389.375000 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -73389.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73389.648438 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -73389.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73389.781250 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -73389.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73389.781250 Penalty: 652.830200
	Iteration 29F: 3 clusters Score -73389.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6407.418945 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6407.419 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 66 members 
Entering Unmasked Estep 
Score: -6225.762695 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6225.763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6347.614746 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6347.615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6378.997070 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6378.997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6386.977051 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6386.977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6435.275391 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6435.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6436.006348 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6436.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6436.006348 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -6436.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 12307 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 118216 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37474 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 28 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 984 members 
Mstep: Class 24 contains 105 members 
Mstep: Class 25 contains 26066 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23067760.000000 Penalty: 16460.697266
Splitting cluster 12 changes total score from -23068054.000000 to -23067760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -76534.453125 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -76534.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75515.992188 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -75515.99 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -75849.070312 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -75849.07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -75906.078125 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -75906.08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -75953.023438 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -75953.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75990.960938 Penalty: 656.586853
	Iteration 4Q: 3 clusters Score -75990.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76030.921875 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -76030.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -76074.054688 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -76074.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -76114.234375 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -76114.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -76156.382812 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -76156.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -76191.203125 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -76191.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -76216.906250 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -76216.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76241.804688 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -76241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -76253.890625 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -76253.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -76260.898438 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -76260.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -76267.843750 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -76267.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76276.593750 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -76276.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76284.046875 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -76284.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -76286.859375 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -76286.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -76288.375000 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -76288.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -76292.031250 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -76292.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -76295.593750 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -76295.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -76298.179688 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -76298.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -76301.312500 Penalty: 656.586853
	Iteration 22Q: 3 clusters Score -76301.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -76305.929688 Penalty: 656.586853
	Iteration 23Q: 3 clusters Score -76305.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -76318.960938 Penalty: 656.586853
	Iteration 24Q: 3 clusters Score -76318.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -76324.843750 Penalty: 656.586853
	Iteration 25Q: 3 clusters Score -76324.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -76329.546875 Penalty: 656.586853
	Iteration 26Q: 3 clusters Score -76329.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -76334.171875 Penalty: 656.586853
	Iteration 27Q: 3 clusters Score -76334.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -76338.640625 Penalty: 656.586853
	Iteration 28Q: 3 clusters Score -76338.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -76342.953125 Penalty: 656.586853
	Iteration 29Q: 3 clusters Score -76342.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -76345.320312 Penalty: 656.586853
	Iteration 30Q: 3 clusters Score -76345.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -76347.812500 Penalty: 656.586853
	Iteration 31Q: 3 clusters Score -76347.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -76350.039062 Penalty: 656.586853
	Iteration 32Q: 3 clusters Score -76350.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -76351.914062 Penalty: 656.586853
	Iteration 33Q: 3 clusters Score -76351.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -76355.179688 Penalty: 656.586853
	Iteration 34Q: 3 clusters Score -76355.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -76359.656250 Penalty: 656.586853
	Iteration 35Q: 3 clusters Score -76359.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -76360.835938 Penalty: 656.586853
	Iteration 36Q: 3 clusters Score -76360.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -76361.515625 Penalty: 656.586853
	Iteration 37Q: 3 clusters Score -76361.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -76361.562500 Penalty: 656.586853
	Iteration 38Q: 3 clusters Score -76361.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -76361.757812 Penalty: 656.586853
	Iteration 39Q: 3 clusters Score -76361.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -76361.757812 Penalty: 656.586853
	Iteration 40F: 3 clusters Score -76361.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2222.709717 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2222.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2104.772461 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2104.772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2135.016846 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2135.017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2147.051758 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2147.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2150.304932 Penalty: 362.997559
	Iteration 3Q: 3 clusters Score -2150.305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2150.304932 Penalty: 362.997559
	Iteration 4F: 3 clusters Score -2150.305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8321.203125 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8321.203 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 76 members 
Entering Unmasked Estep 
Score: -8076.539551 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -8076.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8153.143555 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -8153.144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8187.932129 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -8187.932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8207.180664 Penalty: 468.949554
	Iteration 3F: 3 clusters Score -8207.181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8213.015625 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -8213.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8226.824219 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -8226.824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8228.493164 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -8228.493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8232.795898 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -8232.796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8234.165039 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -8234.165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8239.435547 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -8239.436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8241.143555 Penalty: 468.949554
	Iteration 10Q: 3 clusters Score -8241.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8241.143555 Penalty: 468.949554
	Iteration 11F: 3 clusters Score -8241.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6640.258301 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6640.258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6410.654785 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6410.655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6460.400391 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6478.067871 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6478.068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6484.802246 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6484.802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6486.335938 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6486.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6490.307617 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6490.308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6493.939453 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6493.939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6497.460938 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -6497.461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6500.394043 Penalty: 442.945648
	Iteration 8Q: 3 clusters Score -6500.394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6500.394043 Penalty: 442.945648
	Iteration 9F: 3 clusters Score -6500.394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -14592.269531 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -14592.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14243.373047 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -14243.37 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14397.206055 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -14397.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14449.009766 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -14449.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14467.255859 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -14467.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14494.250000 Penalty: 518.740356
	Iteration 4F: 3 clusters Score -14494.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14516.216797 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -14516.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14522.947266 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -14522.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14527.651367 Penalty: 518.740356
	Iteration 7Q: 3 clusters Score -14527.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14529.077148 Penalty: 518.740356
	Iteration 8Q: 3 clusters Score -14529.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14532.339844 Penalty: 518.740356
	Iteration 9Q: 3 clusters Score -14532.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14536.787109 Penalty: 518.740356
	Iteration 10Q: 3 clusters Score -14536.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14536.787109 Penalty: 518.740356
	Iteration 11F: 3 clusters Score -14536.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9985.880859 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9985.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9760.275391 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9760.275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9822.505859 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9822.506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9841.084961 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9841.085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9855.976562 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -9855.977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9868.376953 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9868.377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9881.765625 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9881.766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9890.900391 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -9902.446289 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9902.446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -9908.085938 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -9908.086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -9911.853516 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -9911.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -9916.580078 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -9916.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -9917.576172 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -9917.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -9917.576172 Penalty: 482.600739
	Iteration 12F: 3 clusters Score -9917.576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -332776.625000 Penalty: 396.951416
	Iteration 0F: 2 clusters Score -332776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -328681.968750 Penalty: 793.902832
	Iteration 0F: 3 clusters Score -328682 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -330472.625000 Penalty: 793.902832
	Iteration 1F: 3 clusters Score -330472.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -330811.156250 Penalty: 793.902832
	Iteration 2F: 3 clusters Score -330811.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -331203.375000 Penalty: 793.902832
	Iteration 3F: 3 clusters Score -331203.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -331589.937500 Penalty: 793.902832
	Iteration 4F: 3 clusters Score -331589.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -331816.500000 Penalty: 793.902832
	Iteration 5F: 3 clusters Score -331816.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -331946.562500 Penalty: 793.902832
	Iteration 6Q: 3 clusters Score -331946.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -332032.687500 Penalty: 793.902832
	Iteration 7Q: 3 clusters Score -332032.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -332105.937500 Penalty: 793.902832
	Iteration 8Q: 3 clusters Score -332105.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -332169.187500 Penalty: 793.902832
	Iteration 9Q: 3 clusters Score -332169.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -332238.375000 Penalty: 793.902832
	Iteration 10Q: 3 clusters Score -332238.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -332309.406250 Penalty: 793.902832
	Iteration 11Q: 3 clusters Score -332309.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -332379.656250 Penalty: 793.902832
	Iteration 12Q: 3 clusters Score -332379.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -332442.187500 Penalty: 793.902832
	Iteration 13Q: 3 clusters Score -332442.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -332495.937500 Penalty: 793.902832
	Iteration 14Q: 3 clusters Score -332495.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -332554.718750 Penalty: 793.902832
	Iteration 15Q: 3 clusters Score -332554.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -332617.593750 Penalty: 793.902832
	Iteration 16Q: 3 clusters Score -332617.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -332669.906250 Penalty: 793.902832
	Iteration 17Q: 3 clusters Score -332669.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -332705.562500 Penalty: 793.902832
	Iteration 18Q: 3 clusters Score -332705.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -332727.156250 Penalty: 793.902832
	Iteration 19Q: 3 clusters Score -332727.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -332740.187500 Penalty: 793.902832
	Iteration 20F: 3 clusters Score -332740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -332747.562500 Penalty: 793.902832
	Iteration 21Q: 3 clusters Score -332747.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -332751.531250 Penalty: 793.902832
	Iteration 22Q: 3 clusters Score -332751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -332753.468750 Penalty: 793.902832
	Iteration 23Q: 3 clusters Score -332753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -332756.656250 Penalty: 793.902832
	Iteration 24Q: 3 clusters Score -332756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -332758.000000 Penalty: 793.902832
	Iteration 25Q: 3 clusters Score -332758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -332757.937500 Penalty: 793.902832
	Iteration 26Q: 3 clusters Score -332757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -332757.875000 Penalty: 793.902832
	Iteration 27Q: 3 clusters Score -332757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -332757.875000 Penalty: 793.902832
	Iteration 28F: 3 clusters Score -332757.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Entering Unmasked Estep 
Score: -705331.500000 Penalty: 427.377502
	Iteration 0F: 2 clusters Score -705331.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -697319.625000 Penalty: 854.755005
	Iteration 0F: 3 clusters Score -697319.6 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -700585.125000 Penalty: 854.755005
	Iteration 1F: 3 clusters Score -700585.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -700854.125000 Penalty: 854.755005
	Iteration 2Q: 3 clusters Score -700854.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -701267.750000 Penalty: 854.755005
	Iteration 3F: 3 clusters Score -701267.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -701834.437500 Penalty: 854.755005
	Iteration 4F: 3 clusters Score -701834.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -702370.625000 Penalty: 854.755005
	Iteration 5F: 3 clusters Score -702370.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -702780.125000 Penalty: 854.755005
	Iteration 6F: 3 clusters Score -702780.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -703051.000000 Penalty: 854.755005
	Iteration 7Q: 3 clusters Score -703051 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -703173.875000 Penalty: 854.755005
	Iteration 8Q: 3 clusters Score -703173.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -703240.937500 Penalty: 854.755005
	Iteration 9Q: 3 clusters Score -703240.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -703282.437500 Penalty: 854.755005
	Iteration 10Q: 3 clusters Score -703282.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -703332.750000 Penalty: 854.755005
	Iteration 11Q: 3 clusters Score -703332.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -703382.187500 Penalty: 854.755005
	Iteration 12Q: 3 clusters Score -703382.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -703436.125000 Penalty: 854.755005
	Iteration 13Q: 3 clusters Score -703436.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -703493.312500 Penalty: 854.755005
	Iteration 14Q: 3 clusters Score -703493.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -703547.187500 Penalty: 854.755005
	Iteration 15Q: 3 clusters Score -703547.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -703603.937500 Penalty: 854.755005
	Iteration 16Q: 3 clusters Score -703603.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -703654.312500 Penalty: 854.755005
	Iteration 17Q: 3 clusters Score -703654.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -703705.937500 Penalty: 854.755005
	Iteration 18Q: 3 clusters Score -703705.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -703763.062500 Penalty: 854.755005
	Iteration 19Q: 3 clusters Score -703763.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -703815.000000 Penalty: 854.755005
	Iteration 20F: 3 clusters Score -703815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -703872.312500 Penalty: 854.755005
	Iteration 21Q: 3 clusters Score -703872.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -703939.500000 Penalty: 854.755005
	Iteration 22Q: 3 clusters Score -703939.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -704031.125000 Penalty: 854.755005
	Iteration 23Q: 3 clusters Score -704031.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -704126.062500 Penalty: 854.755005
	Iteration 24Q: 3 clusters Score -704126.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -704210.187500 Penalty: 854.755005
	Iteration 25Q: 3 clusters Score -704210.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -704294.687500 Penalty: 854.755005
	Iteration 26Q: 3 clusters Score -704294.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -704364.437500 Penalty: 854.755005
	Iteration 27Q: 3 clusters Score -704364.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -704428.312500 Penalty: 854.755005
	Iteration 28Q: 3 clusters Score -704428.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -704488.000000 Penalty: 854.755005
	Iteration 29Q: 3 clusters Score -704488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -704544.125000 Penalty: 854.755005
	Iteration 30Q: 3 clusters Score -704544.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -704593.562500 Penalty: 854.755005
	Iteration 31Q: 3 clusters Score -704593.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -704627.750000 Penalty: 854.755005
	Iteration 32Q: 3 clusters Score -704627.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -704661.625000 Penalty: 854.755005
	Iteration 33Q: 3 clusters Score -704661.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -704690.750000 Penalty: 854.755005
	Iteration 34Q: 3 clusters Score -704690.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -704720.437500 Penalty: 854.755005
	Iteration 35Q: 3 clusters Score -704720.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -704747.875000 Penalty: 854.755005
	Iteration 36Q: 3 clusters Score -704747.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -704770.437500 Penalty: 854.755005
	Iteration 37Q: 3 clusters Score -704770.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -704796.937500 Penalty: 854.755005
	Iteration 38Q: 3 clusters Score -704796.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -704817.375000 Penalty: 854.755005
	Iteration 39Q: 3 clusters Score -704817.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -704836.250000 Penalty: 854.755005
	Iteration 40F: 3 clusters Score -704836.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -704857.187500 Penalty: 854.755005
	Iteration 41Q: 3 clusters Score -704857.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -704881.875000 Penalty: 854.755005
	Iteration 42Q: 3 clusters Score -704881.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -704902.250000 Penalty: 854.755005
	Iteration 43Q: 3 clusters Score -704902.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -704917.062500 Penalty: 854.755005
	Iteration 44Q: 3 clusters Score -704917.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -704931.437500 Penalty: 854.755005
	Iteration 45Q: 3 clusters Score -704931.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -704937.000000 Penalty: 854.755005
	Iteration 46Q: 3 clusters Score -704937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -704943.000000 Penalty: 854.755005
	Iteration 47Q: 3 clusters Score -704943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -704946.437500 Penalty: 854.755005
	Iteration 48Q: 3 clusters Score -704946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -704949.937500 Penalty: 854.755005
	Iteration 49Q: 3 clusters Score -704949.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -704953.750000 Penalty: 854.755005
	Iteration 50Q: 3 clusters Score -704953.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -704954.500000 Penalty: 854.755005
	Iteration 51Q: 3 clusters Score -704954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -704955.812500 Penalty: 854.755005
	Iteration 52Q: 3 clusters Score -704955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -704956.375000 Penalty: 854.755005
	Iteration 53Q: 3 clusters Score -704956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -704957.000000 Penalty: 854.755005
	Iteration 54Q: 3 clusters Score -704957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -704957.062500 Penalty: 854.755005
	Iteration 55Q: 3 clusters Score -704957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -704957.062500 Penalty: 854.755005
	Iteration 56Q: 3 clusters Score -704957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -704958.062500 Penalty: 854.755005
	Iteration 57Q: 3 clusters Score -704958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -704958.125000 Penalty: 854.755005
	Iteration 58Q: 3 clusters Score -704958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -704958.125000 Penalty: 854.755005
	Iteration 59F: 3 clusters Score -704958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -49890.253906 Penalty: 312.916962
	Iteration 0F: 2 clusters Score -49890.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -49107.828125 Penalty: 625.833923
	Iteration 0F: 3 clusters Score -49107.83 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49335.968750 Penalty: 625.833923
	Iteration 1F: 3 clusters Score -49335.97 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -49403.156250 Penalty: 625.833923
	Iteration 2F: 3 clusters Score -49403.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -49456.289062 Penalty: 625.833923
	Iteration 3F: 3 clusters Score -49456.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -49516.203125 Penalty: 625.833923
	Iteration 4F: 3 clusters Score -49516.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -49570.980469 Penalty: 625.833923
	Iteration 5F: 3 clusters Score -49570.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49621.914062 Penalty: 625.833923
	Iteration 6F: 3 clusters Score -49621.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -49661.976562 Penalty: 625.833923
	Iteration 7F: 3 clusters Score -49661.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -49705.613281 Penalty: 625.833923
	Iteration 8Q: 3 clusters Score -49705.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -49742.402344 Penalty: 625.833923
	Iteration 9Q: 3 clusters Score -49742.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -49770.160156 Penalty: 625.833923
	Iteration 10Q: 3 clusters Score -49770.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -49783.304688 Penalty: 625.833923
	Iteration 11Q: 3 clusters Score -49783.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -49790.828125 Penalty: 625.833923
	Iteration 12Q: 3 clusters Score -49790.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -49797.003906 Penalty: 625.833923
	Iteration 13Q: 3 clusters Score -49797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -49799.449219 Penalty: 625.833923
	Iteration 14Q: 3 clusters Score -49799.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -49800.628906 Penalty: 625.833923
	Iteration 15Q: 3 clusters Score -49800.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -49800.628906 Penalty: 625.833923
	Iteration 16F: 3 clusters Score -49800.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -226784.187500 Penalty: 376.944916
	Iteration 0F: 2 clusters Score -226784.2 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 2016 members 
Entering Unmasked Estep 
Score: -224063.968750 Penalty: 753.889832
	Iteration 0F: 3 clusters Score -224064 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -225092.515625 Penalty: 753.889832
	Iteration 1F: 3 clusters Score -225092.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -225261.765625 Penalty: 753.889832
	Iteration 2F: 3 clusters Score -225261.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -225491.218750 Penalty: 753.889832
	Iteration 3F: 3 clusters Score -225491.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -225701.421875 Penalty: 753.889832
	Iteration 4F: 3 clusters Score -225701.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -225901.781250 Penalty: 753.889832
	Iteration 5F: 3 clusters Score -225901.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -226067.375000 Penalty: 753.889832
	Iteration 6F: 3 clusters Score -226067.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -226195.750000 Penalty: 753.889832
	Iteration 7Q: 3 clusters Score -226195.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -226304.875000 Penalty: 753.889832
	Iteration 8Q: 3 clusters Score -226304.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -226374.281250 Penalty: 753.889832
	Iteration 9Q: 3 clusters Score -226374.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -226432.406250 Penalty: 753.889832
	Iteration 10Q: 3 clusters Score -226432.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -226507.453125 Penalty: 753.889832
	Iteration 11Q: 3 clusters Score -226507.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -226550.390625 Penalty: 753.889832
	Iteration 12Q: 3 clusters Score -226550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -226558.140625 Penalty: 753.889832
	Iteration 13Q: 3 clusters Score -226558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -226560.062500 Penalty: 753.889832
	Iteration 14Q: 3 clusters Score -226560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -226561.140625 Penalty: 753.889832
	Iteration 15Q: 3 clusters Score -226561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -226562.406250 Penalty: 753.889832
	Iteration 16Q: 3 clusters Score -226562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -226562.703125 Penalty: 753.889832
	Iteration 17Q: 3 clusters Score -226562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -226562.781250 Penalty: 753.889832
	Iteration 18Q: 3 clusters Score -226562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -226563.843750 Penalty: 753.889832
	Iteration 19Q: 3 clusters Score -226563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -226564.625000 Penalty: 753.889832
	Iteration 20F: 3 clusters Score -226564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -226565.281250 Penalty: 753.889832
	Iteration 21Q: 3 clusters Score -226565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -226565.906250 Penalty: 753.889832
	Iteration 22Q: 3 clusters Score -226565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -226565.859375 Penalty: 753.889832
	Iteration 23Q: 3 clusters Score -226565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -226566.437500 Penalty: 753.889832
	Iteration 24Q: 3 clusters Score -226566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -226566.437500 Penalty: 753.889832
	Iteration 25F: 3 clusters Score -226566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -58634.355469 Penalty: 313.568970
	Iteration 0F: 2 clusters Score -58634.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -57823.628906 Penalty: 627.137939
	Iteration 0F: 3 clusters Score -57823.63 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -58077.457031 Penalty: 627.137939
	Iteration 1F: 3 clusters Score -58077.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58136.925781 Penalty: 627.137939
	Iteration 2F: 3 clusters Score -58136.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58192.855469 Penalty: 627.137939
	Iteration 3F: 3 clusters Score -58192.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -58247.535156 Penalty: 627.137939
	Iteration 4F: 3 clusters Score -58247.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58303.566406 Penalty: 627.137939
	Iteration 5F: 3 clusters Score -58303.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58349.101562 Penalty: 627.137939
	Iteration 6F: 3 clusters Score -58349.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58406.195312 Penalty: 627.137939
	Iteration 7F: 3 clusters Score -58406.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58443.382812 Penalty: 627.137939
	Iteration 8Q: 3 clusters Score -58443.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58481.730469 Penalty: 627.137939
	Iteration 9Q: 3 clusters Score -58481.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58506.980469 Penalty: 627.137939
	Iteration 10Q: 3 clusters Score -58506.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58520.019531 Penalty: 627.137939
	Iteration 11Q: 3 clusters Score -58520.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58522.964844 Penalty: 627.137939
	Iteration 12Q: 3 clusters Score -58522.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58524.425781 Penalty: 627.137939
	Iteration 13Q: 3 clusters Score -58524.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58527.511719 Penalty: 627.137939
	Iteration 14Q: 3 clusters Score -58527.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58531.832031 Penalty: 627.137939
	Iteration 15Q: 3 clusters Score -58531.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58534.277344 Penalty: 627.137939
	Iteration 16Q: 3 clusters Score -58534.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58537.171875 Penalty: 627.137939
	Iteration 17Q: 3 clusters Score -58537.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58539.140625 Penalty: 627.137939
	Iteration 18Q: 3 clusters Score -58539.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58540.507812 Penalty: 627.137939
	Iteration 19Q: 3 clusters Score -58540.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58541.230469 Penalty: 627.137939
	Iteration 20F: 3 clusters Score -58541.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Entering Unmasked Estep 
Score: -1595017.000000 Penalty: 462.661621
	Iteration 0F: 2 clusters Score -1595017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1577470.625000 Penalty: 925.323242
	Iteration 0F: 3 clusters Score -1577471 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1584865.625000 Penalty: 925.323242
	Iteration 1F: 3 clusters Score -1584866 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1585287.375000 Penalty: 925.323242
	Iteration 2Q: 3 clusters Score -1585287 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1585883.375000 Penalty: 925.323242
	Iteration 3Q: 3 clusters Score -1585883 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1586767.250000 Penalty: 925.323242
	Iteration 4F: 3 clusters Score -1586767 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1588049.875000 Penalty: 925.323242
	Iteration 5F: 3 clusters Score -1588050 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1589628.125000 Penalty: 925.323242
	Iteration 6F: 3 clusters Score -1589628 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1590974.750000 Penalty: 925.323242
	Iteration 7F: 3 clusters Score -1590975 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1591688.000000 Penalty: 925.323242
	Iteration 8F: 3 clusters Score -1591688 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1591962.875000 Penalty: 925.323242
	Iteration 9Q: 3 clusters Score -1591963 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1592105.500000 Penalty: 925.323242
	Iteration 10Q: 3 clusters Score -1592106 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1592202.375000 Penalty: 925.323242
	Iteration 11Q: 3 clusters Score -1592202 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1592284.000000 Penalty: 925.323242
	Iteration 12Q: 3 clusters Score -1592284 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1592364.375000 Penalty: 925.323242
	Iteration 13Q: 3 clusters Score -1592364 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1592443.500000 Penalty: 925.323242
	Iteration 14Q: 3 clusters Score -1592444 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1592527.500000 Penalty: 925.323242
	Iteration 15Q: 3 clusters Score -1592528 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1592612.000000 Penalty: 925.323242
	Iteration 16Q: 3 clusters Score -1592612 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1592684.250000 Penalty: 925.323242
	Iteration 17Q: 3 clusters Score -1592684 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1592750.625000 Penalty: 925.323242
	Iteration 18Q: 3 clusters Score -1592751 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1592815.500000 Penalty: 925.323242
	Iteration 19Q: 3 clusters Score -1592816 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1592863.000000 Penalty: 925.323242
	Iteration 20F: 3 clusters Score -1592863 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1592901.250000 Penalty: 925.323242
	Iteration 21Q: 3 clusters Score -1592901 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1592933.750000 Penalty: 925.323242
	Iteration 22Q: 3 clusters Score -1592934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1592956.500000 Penalty: 925.323242
	Iteration 23Q: 3 clusters Score -1592956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1592986.250000 Penalty: 925.323242
	Iteration 24Q: 3 clusters Score -1592986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1593027.250000 Penalty: 925.323242
	Iteration 25Q: 3 clusters Score -1593027 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1593054.750000 Penalty: 925.323242
	Iteration 26Q: 3 clusters Score -1593055 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1593082.250000 Penalty: 925.323242
	Iteration 27Q: 3 clusters Score -1593082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1593106.500000 Penalty: 925.323242
	Iteration 28Q: 3 clusters Score -1593106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1593129.375000 Penalty: 925.323242
	Iteration 29Q: 3 clusters Score -1593129 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1593148.000000 Penalty: 925.323242
	Iteration 30Q: 3 clusters Score -1593148 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1593176.000000 Penalty: 925.323242
	Iteration 31Q: 3 clusters Score -1593176 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1593194.125000 Penalty: 925.323242
	Iteration 32Q: 3 clusters Score -1593194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1593213.125000 Penalty: 925.323242
	Iteration 33Q: 3 clusters Score -1593213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1593230.750000 Penalty: 925.323242
	Iteration 34Q: 3 clusters Score -1593231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1593256.125000 Penalty: 925.323242
	Iteration 35Q: 3 clusters Score -1593256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1593270.750000 Penalty: 925.323242
	Iteration 36Q: 3 clusters Score -1593271 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1593294.750000 Penalty: 925.323242
	Iteration 37Q: 3 clusters Score -1593295 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -1593317.125000 Penalty: 925.323242
	Iteration 38Q: 3 clusters Score -1593317 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1593356.375000 Penalty: 925.323242
	Iteration 39Q: 3 clusters Score -1593356 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1593390.750000 Penalty: 925.323242
	Iteration 40F: 3 clusters Score -1593391 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1593416.250000 Penalty: 925.323242
	Iteration 41Q: 3 clusters Score -1593416 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -1593440.125000 Penalty: 925.323242
	Iteration 42Q: 3 clusters Score -1593440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1593464.250000 Penalty: 925.323242
	Iteration 43Q: 3 clusters Score -1593464 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1593498.625000 Penalty: 925.323242
	Iteration 44Q: 3 clusters Score -1593499 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1593537.625000 Penalty: 925.323242
	Iteration 45Q: 3 clusters Score -1593538 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1593591.125000 Penalty: 925.323242
	Iteration 46Q: 3 clusters Score -1593591 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -1593644.375000 Penalty: 925.323242
	Iteration 47Q: 3 clusters Score -1593644 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1593711.875000 Penalty: 925.323242
	Iteration 48Q: 3 clusters Score -1593712 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -1593773.250000 Penalty: 925.323242
	Iteration 49Q: 3 clusters Score -1593773 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -1593843.250000 Penalty: 925.323242
	Iteration 50Q: 3 clusters Score -1593843 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -1593907.000000 Penalty: 925.323242
	Iteration 51Q: 3 clusters Score -1593907 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -1593969.375000 Penalty: 925.323242
	Iteration 52Q: 3 clusters Score -1593969 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -1594026.875000 Penalty: 925.323242
	Iteration 53Q: 3 clusters Score -1594027 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1594066.250000 Penalty: 925.323242
	Iteration 54Q: 3 clusters Score -1594066 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -1594105.000000 Penalty: 925.323242
	Iteration 55Q: 3 clusters Score -1594105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -1594145.875000 Penalty: 925.323242
	Iteration 56Q: 3 clusters Score -1594146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -1594177.750000 Penalty: 925.323242
	Iteration 57Q: 3 clusters Score -1594178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -1594216.875000 Penalty: 925.323242
	Iteration 58Q: 3 clusters Score -1594217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1594269.125000 Penalty: 925.323242
	Iteration 59Q: 3 clusters Score -1594269 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -1594315.625000 Penalty: 925.323242
	Iteration 60F: 3 clusters Score -1594316 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -1594354.750000 Penalty: 925.323242
	Iteration 61Q: 3 clusters Score -1594355 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -1594395.250000 Penalty: 925.323242
	Iteration 62Q: 3 clusters Score -1594395 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -1594442.625000 Penalty: 925.323242
	Iteration 63Q: 3 clusters Score -1594443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -1594472.875000 Penalty: 925.323242
	Iteration 64Q: 3 clusters Score -1594473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -1594514.125000 Penalty: 925.323242
	Iteration 65Q: 3 clusters Score -1594514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -1594533.500000 Penalty: 925.323242
	Iteration 66Q: 3 clusters Score -1594534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -1594560.000000 Penalty: 925.323242
	Iteration 67Q: 3 clusters Score -1594560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -1594588.875000 Penalty: 925.323242
	Iteration 68Q: 3 clusters Score -1594589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -1594612.500000 Penalty: 925.323242
	Iteration 69Q: 3 clusters Score -1594612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -1594632.625000 Penalty: 925.323242
	Iteration 70Q: 3 clusters Score -1594633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -1594640.750000 Penalty: 925.323242
	Iteration 71Q: 3 clusters Score -1594641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -1594648.750000 Penalty: 925.323242
	Iteration 72Q: 3 clusters Score -1594649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -1594655.375000 Penalty: 925.323242
	Iteration 73Q: 3 clusters Score -1594655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -1594659.750000 Penalty: 925.323242
	Iteration 74Q: 3 clusters Score -1594660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -1594665.375000 Penalty: 925.323242
	Iteration 75Q: 3 clusters Score -1594665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -1594668.625000 Penalty: 925.323242
	Iteration 76Q: 3 clusters Score -1594669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1594671.625000 Penalty: 925.323242
	Iteration 77Q: 3 clusters Score -1594672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -1594678.250000 Penalty: 925.323242
	Iteration 78Q: 3 clusters Score -1594678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -1594686.375000 Penalty: 925.323242
	Iteration 79Q: 3 clusters Score -1594686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -1594694.625000 Penalty: 925.323242
	Iteration 80F: 3 clusters Score -1594695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -1594696.625000 Penalty: 925.323242
	Iteration 81Q: 3 clusters Score -1594697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -1594699.625000 Penalty: 925.323242
	Iteration 82Q: 3 clusters Score -1594700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -1594704.500000 Penalty: 925.323242
	Iteration 83Q: 3 clusters Score -1594704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -1594704.875000 Penalty: 925.323242
	Iteration 84Q: 3 clusters Score -1594705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -1594708.625000 Penalty: 925.323242
	Iteration 85Q: 3 clusters Score -1594709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -1594712.125000 Penalty: 925.323242
	Iteration 86Q: 3 clusters Score -1594712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -1594713.500000 Penalty: 925.323242
	Iteration 87Q: 3 clusters Score -1594714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -1594717.750000 Penalty: 925.323242
	Iteration 88Q: 3 clusters Score -1594718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -1594720.250000 Penalty: 925.323242
	Iteration 89Q: 3 clusters Score -1594720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -1594720.375000 Penalty: 925.323242
	Iteration 90Q: 3 clusters Score -1594720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -1594722.125000 Penalty: 925.323242
	Iteration 91Q: 3 clusters Score -1594722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -1594724.250000 Penalty: 925.323242
	Iteration 92Q: 3 clusters Score -1594724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -1594730.000000 Penalty: 925.323242
	Iteration 93Q: 3 clusters Score -1594730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -1594738.500000 Penalty: 925.323242
	Iteration 94Q: 3 clusters Score -1594738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -1594738.375000 Penalty: 925.323242
	Iteration 95Q: 3 clusters Score -1594738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -1594740.875000 Penalty: 925.323242
	Iteration 96Q: 3 clusters Score -1594741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -1594740.875000 Penalty: 925.323242
	Iteration 97Q: 3 clusters Score -1594741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -1594741.750000 Penalty: 925.323242
	Iteration 98Q: 3 clusters Score -1594742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -1594742.250000 Penalty: 925.323242
	Iteration 99Q: 3 clusters Score -1594742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -1594744.250000 Penalty: 925.323242
	Iteration 100F: 3 clusters Score -1594744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -1594741.250000 Penalty: 925.323242
	Iteration 101Q: 3 clusters Score -1594741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -1594743.000000 Penalty: 925.323242
	Iteration 102Q: 3 clusters Score -1594743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -1594744.625000 Penalty: 925.323242
	Iteration 103Q: 3 clusters Score -1594745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -1594746.000000 Penalty: 925.323242
	Iteration 104Q: 3 clusters Score -1594746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -1594745.500000 Penalty: 925.323242
	Iteration 105Q: 3 clusters Score -1594746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -1594749.750000 Penalty: 925.323242
	Iteration 106Q: 3 clusters Score -1594750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -1594751.750000 Penalty: 925.323242
	Iteration 107Q: 3 clusters Score -1594752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -1594755.500000 Penalty: 925.323242
	Iteration 108Q: 3 clusters Score -1594756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -1594754.875000 Penalty: 925.323242
	Iteration 109Q: 3 clusters Score -1594755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -1594754.250000 Penalty: 925.323242
	Iteration 110Q: 3 clusters Score -1594754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -1594753.375000 Penalty: 925.323242
	Iteration 111Q: 3 clusters Score -1594753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -1594753.375000 Penalty: 925.323242
	Iteration 112F: 3 clusters Score -1594753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Entering Unmasked Estep 
Score: -1715.181030 Penalty: 172.180634
	Iteration 0F: 2 clusters Score -1715.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1610.516602 Penalty: 344.361267
	Iteration 0F: 3 clusters Score -1610.517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1644.413696 Penalty: 344.361267
	Iteration 1F: 3 clusters Score -1644.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1652.933105 Penalty: 344.361267
	Iteration 2Q: 3 clusters Score -1652.933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1652.933105 Penalty: 344.361267
	Iteration 3F: 3 clusters Score -1652.933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -37959.246094 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -37959.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37344.484375 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -37344.48 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37529.425781 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -37529.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37589.960938 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -37589.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37619.785156 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -37619.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37645.371094 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -37645.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37668.152344 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -37668.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37691.023438 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -37691.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37712.019531 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -37712.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37739.589844 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -37739.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37757.511719 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -37757.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37779.871094 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -37779.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37801.386719 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -37801.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37835.632812 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -37835.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37870.503906 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -37870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37893.718750 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -37893.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37902.519531 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -37902.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37906.054688 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -37906.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37911.214844 Penalty: 594.177124
	Iteration 17Q: 3 clusters Score -37911.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37913.039062 Penalty: 594.177124
	Iteration 18Q: 3 clusters Score -37913.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37913.324219 Penalty: 594.177124
	Iteration 19Q: 3 clusters Score -37913.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37913.601562 Penalty: 594.177124
	Iteration 20F: 3 clusters Score -37913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7034.390137 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7034.39 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 70 members 
Entering Unmasked Estep 
Score: -6782.895020 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6782.895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6826.624023 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6826.624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6846.428711 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6846.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6849.416992 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6849.417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6853.216797 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6853.217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6855.238770 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6855.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6855.238770 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6855.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 12307 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 118216 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37474 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 984 members 
Mstep: Class 25 contains 26066 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068122.000000 Penalty: 15872.815430
Iteration 439Q: 28 clusters Score -2.306812e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 117824 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37436 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 11971 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 984 members 
Mstep: Class 25 contains 26460 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068176.000000 Penalty: 15872.815430
Iteration 440F: 28 clusters Score -2.306818e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7769 members 
Mstep: Class 6 contains 117407 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37400 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3966 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 25 contains 26892 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068268.000000 Penalty: 15872.815430
Iteration 441Q: 28 clusters Score -2.306827e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 12483 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 6 contains 117030 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37353 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 11911 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3967 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 25 contains 27284 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068270.000000 Penalty: 15872.815430
Iteration 442Q: 28 clusters Score -2.306827e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 12554 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 116621 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37305 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 991 members 
Mstep: Class 25 contains 27701 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068334.000000 Penalty: 15872.815430
Iteration 443Q: 28 clusters Score -2.306833e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 12613 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 116222 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37260 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 25 contains 28131 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068366.000000 Penalty: 15872.815430
Iteration 444Q: 28 clusters Score -2.306837e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164297 members 
Mstep: Class 2 contains 12673 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 115781 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37212 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6147 members 
Mstep: Class 20 contains 11791 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3967 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 25 contains 28593 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068438.000000 Penalty: 15872.815430
Iteration 445Q: 28 clusters Score -2.306844e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164315 members 
Mstep: Class 2 contains 12743 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 115344 members 
Mstep: Class 7 contains 4246 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37164 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 11759 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3970 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 25 contains 29023 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068544.000000 Penalty: 15872.815430
Iteration 446Q: 28 clusters Score -2.306854e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 12822 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7785 members 
Mstep: Class 6 contains 114889 members 
Mstep: Class 7 contains 4246 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37121 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1304 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6140 members 
Mstep: Class 20 contains 11731 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 3972 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 25 contains 29464 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068564.000000 Penalty: 15872.815430
Iteration 447Q: 28 clusters Score -2.306856e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 6 contains 114460 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37069 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 11703 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 993 members 
Mstep: Class 25 contains 29872 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068718.000000 Penalty: 15872.815430
Iteration 448Q: 28 clusters Score -2.306872e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 12982 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 113998 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 37023 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6134 members 
Mstep: Class 20 contains 11672 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3965 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 25 contains 30307 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068782.000000 Penalty: 15872.815430
Iteration 449Q: 28 clusters Score -2.306878e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164426 members 
Mstep: Class 2 contains 13061 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7761 members 
Mstep: Class 6 contains 113533 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6127 members 
Mstep: Class 20 contains 11647 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3965 members 
Mstep: Class 23 contains 996 members 
Mstep: Class 25 contains 30743 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068874.000000 Penalty: 15872.815430
Iteration 450Q: 28 clusters Score -2.306887e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 13143 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 113074 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36949 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 11630 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 25 contains 31190 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068992.000000 Penalty: 15872.815430
Iteration 451Q: 28 clusters Score -2.306899e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164481 members 
Mstep: Class 2 contains 13207 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7744 members 
Mstep: Class 6 contains 112580 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36909 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 11607 members 
Mstep: Class 21 contains 967 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 25 contains 31647 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23068996.000000 Penalty: 15872.815430
Iteration 452Q: 28 clusters Score -2.3069e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 13301 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 112042 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36859 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 299 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 11590 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 25 contains 32145 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069176.000000 Penalty: 15872.815430
Iteration 453Q: 28 clusters Score -2.306918e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164508 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 111497 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36822 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6106 members 
Mstep: Class 20 contains 11572 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 3933 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069194.000000 Penalty: 15872.815430
Iteration 454Q: 28 clusters Score -2.306919e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164479 members 
Mstep: Class 2 contains 13506 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7715 members 
Mstep: Class 6 contains 110940 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36790 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6100 members 
Mstep: Class 20 contains 11555 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 25 contains 33221 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069298.000000 Penalty: 15872.815430
Iteration 455Q: 28 clusters Score -2.30693e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164486 members 
Mstep: Class 2 contains 13591 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7700 members 
Mstep: Class 6 contains 110364 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6096 members 
Mstep: Class 20 contains 11538 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 1003 members 
Mstep: Class 25 contains 33771 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069456.000000 Penalty: 15872.815430
Iteration 456Q: 28 clusters Score -2.306946e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164494 members 
Mstep: Class 2 contains 13689 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7687 members 
Mstep: Class 6 contains 109840 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36723 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6094 members 
Mstep: Class 20 contains 11525 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 25 contains 34255 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069574.000000 Penalty: 15872.815430
Iteration 457Q: 28 clusters Score -2.306957e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7673 members 
Mstep: Class 6 contains 109332 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36681 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6090 members 
Mstep: Class 20 contains 11511 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 34723 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069744.000000 Penalty: 15872.815430
Iteration 458Q: 28 clusters Score -2.306974e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 108860 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36644 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6085 members 
Mstep: Class 20 contains 11482 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 35143 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069852.000000 Penalty: 15872.815430
Iteration 459Q: 28 clusters Score -2.306985e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7648 members 
Mstep: Class 6 contains 108384 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36606 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6080 members 
Mstep: Class 20 contains 11473 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 35556 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23069986.000000 Penalty: 15872.815430
Iteration 460F: 28 clusters Score -2.306999e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 107945 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36568 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6074 members 
Mstep: Class 20 contains 11467 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 35937 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070054.000000 Penalty: 15872.815430
Iteration 461Q: 28 clusters Score -2.307005e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164501 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7630 members 
Mstep: Class 6 contains 107563 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36537 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 11454 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 36313 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070098.000000 Penalty: 15872.815430
Iteration 462Q: 28 clusters Score -2.30701e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 107209 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36503 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6062 members 
Mstep: Class 20 contains 11427 members 
Mstep: Class 21 contains 960 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 36670 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070256.000000 Penalty: 15872.815430
Iteration 463Q: 28 clusters Score -2.307026e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164412 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 6 contains 106939 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36471 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 20 contains 11402 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 36993 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070414.000000 Penalty: 15872.815430
Iteration 464Q: 28 clusters Score -2.307041e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164342 members 
Mstep: Class 2 contains 14506 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7597 members 
Mstep: Class 6 contains 106715 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36455 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 11380 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 25 contains 37290 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070512.000000 Penalty: 15872.815430
Iteration 465Q: 28 clusters Score -2.307051e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164288 members 
Mstep: Class 2 contains 14552 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 106525 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36428 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 11357 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 25 contains 37568 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070584.000000 Penalty: 15872.815430
Iteration 466Q: 28 clusters Score -2.307058e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164213 members 
Mstep: Class 2 contains 14590 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 106350 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36397 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 11339 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 25 contains 37859 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070634.000000 Penalty: 15872.815430
Iteration 467Q: 28 clusters Score -2.307063e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7557 members 
Mstep: Class 6 contains 106134 members 
Mstep: Class 7 contains 4250 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36374 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 11328 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 25 contains 38154 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070752.000000 Penalty: 15872.815430
Iteration 468Q: 28 clusters Score -2.307075e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 164043 members 
Mstep: Class 2 contains 14681 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7555 members 
Mstep: Class 6 contains 105963 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36345 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 3934 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 25 contains 38437 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070798.000000 Penalty: 15872.815430
Iteration 469Q: 28 clusters Score -2.30708e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 14724 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 105789 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36319 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 25 contains 38721 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070840.000000 Penalty: 15872.815430
Iteration 470Q: 28 clusters Score -2.307084e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163831 members 
Mstep: Class 2 contains 14786 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7533 members 
Mstep: Class 6 contains 105609 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36298 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 25 contains 38996 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070910.000000 Penalty: 15872.815430
Iteration 471Q: 28 clusters Score -2.307091e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 14838 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 105461 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36280 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5946 members 
Mstep: Class 20 contains 11286 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 25 contains 39252 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070964.000000 Penalty: 15872.815430
Iteration 472Q: 28 clusters Score -2.307096e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 105305 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36258 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 11275 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 3938 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 25 contains 39496 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071022.000000 Penalty: 15872.815430
Iteration 473Q: 28 clusters Score -2.307102e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 14935 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 105138 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36233 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5934 members 
Mstep: Class 20 contains 11263 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 1009 members 
Mstep: Class 25 contains 39735 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071084.000000 Penalty: 15872.815430
Iteration 474Q: 28 clusters Score -2.307108e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 104965 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36219 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5928 members 
Mstep: Class 20 contains 11234 members 
Mstep: Class 21 contains 955 members 
Mstep: Class 22 contains 3946 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 25 contains 39986 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071126.000000 Penalty: 15872.815430
Iteration 475Q: 28 clusters Score -2.307113e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163408 members 
Mstep: Class 2 contains 15028 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 104831 members 
Mstep: Class 7 contains 4237 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36205 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5921 members 
Mstep: Class 20 contains 11208 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 40210 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071138.000000 Penalty: 15872.815430
Iteration 476Q: 28 clusters Score -2.307114e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163345 members 
Mstep: Class 2 contains 15073 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 104686 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36187 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5916 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 40430 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071138.000000 Penalty: 15872.815430
Iteration 477Q: 28 clusters Score -2.307114e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163305 members 
Mstep: Class 2 contains 15098 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 104546 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36159 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 20 contains 11187 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 40633 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071184.000000 Penalty: 15872.815430
Iteration 478Q: 28 clusters Score -2.307118e+07 nChanged 456
Entering ConstructFrom: 
Score: -23071184.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (163266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Entering Unmasked Estep 
Score: -9534627.000000 Penalty: 546.142700
	Iteration 0F: 2 clusters Score -9534627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -9428825.000000 Penalty: 1092.285400
	Iteration 0F: 3 clusters Score -9428825 nChanged 80265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -9477368.000000 Penalty: 1092.285400
	Iteration 1F: 3 clusters Score -9477368 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -9479854.000000 Penalty: 1092.285400
	Iteration 2Q: 3 clusters Score -9479854 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -9483683.000000 Penalty: 1092.285400
	Iteration 3Q: 3 clusters Score -9483683 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -9489849.000000 Penalty: 1092.285400
	Iteration 4F: 3 clusters Score -9489849 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 87202 members 
Entering Unmasked Estep 
Score: -9498190.000000 Penalty: 1092.285400
	Iteration 5F: 3 clusters Score -9498190 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -9505527.000000 Penalty: 1092.285400
	Iteration 6F: 3 clusters Score -9505527 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -9508734.000000 Penalty: 1092.285400
	Iteration 7Q: 3 clusters Score -9508734 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -9509471.000000 Penalty: 1092.285400
	Iteration 8Q: 3 clusters Score -9509471 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -9509790.000000 Penalty: 1092.285400
	Iteration 9Q: 3 clusters Score -9509790 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -9509989.000000 Penalty: 1092.285400
	Iteration 10Q: 3 clusters Score -9509989 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -9510133.000000 Penalty: 1092.285400
	Iteration 11Q: 3 clusters Score -9510133 nChanged 1074
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9510285 nChanged 1104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9510394 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9510538 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9510679 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9510881 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9511091 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9511355 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9511554 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9511838 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 102120 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9512141 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9512475 nChanged 1814
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9512817 nChanged 1891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 107369 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9513270 nChanged 1941
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9513700 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 111459 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9514325 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 113742 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9514867 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 116228 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9515632 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 118786 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9516435 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 121579 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9517344 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9518383 nChanged 3084
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 127535 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9519562 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 130691 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9520894 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 133850 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9522211 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 136936 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9523424 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 139743 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9524601 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 142211 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9525535 nChanged 2175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 144380 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9526460 nChanged 1968
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9527290 nChanged 1818
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Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9528007 nChanged 1661
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Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9528708 nChanged 1476
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9529378 nChanged 1333
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 152618 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9529818 nChanged 1202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9530253 nChanged 1043
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9530646 nChanged 957
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 155818 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9531032 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9531382 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9531835 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 158184 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9532113 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9532440 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9532618 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 159855 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9532837 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 160261 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9533003 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9533190 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9533320 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 161105 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9533428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 161314 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9533557 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9533642 nChanged 157
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Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 161658 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9533705 nChanged 120
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Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9533753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9533825 nChanged 91
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9533853 nChanged 76
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Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9533883 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 162090 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9533910 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 162137 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9533923 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9533924 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 162204 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9533939 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9533958 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9533958 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 162253 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9533974 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 162265 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9533974 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 162277 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9533975 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 162292 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9533980 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9533985 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 162327 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9534016 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 162343 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9534009 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 162358 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9534014 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9534019 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 162386 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9534038 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9534032 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9534037 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 162414 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9534047 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9534068 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9534060 nChanged 8
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Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 162441 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9534068 nChanged 8
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Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9534077 nChanged 8
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Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9534079 nChanged 4
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Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 162457 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9534069 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 162459 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9534073 nChanged 2
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9534078 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 803 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9534076 nChanged 1
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Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 162464 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9534078 nChanged 1
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Mstep: Class 1 contains 801 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9534080 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 162467 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9534080 nChanged 5
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Mstep: Class 1 contains 794 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9534076 nChanged 9
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Mstep: Class 1 contains 791 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9534086 nChanged 4
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Mstep: Class 1 contains 787 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9534088 nChanged 4
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Mstep: Class 1 contains 783 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9534092 nChanged 4
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Mstep: Class 1 contains 779 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9534089 nChanged 3
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Mstep: Class 1 contains 776 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9534085 nChanged 3
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Mstep: Class 1 contains 777 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9534088 nChanged 1
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9534087 nChanged 1
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9534083 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -9534088.000000 Penalty: 1092.285400
	Iteration 104Q: 3 clusters Score -9534088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 162491 members 
Entering Unmasked Estep 
Score: -9534090.000000 Penalty: 1092.285400
	Iteration 105Q: 3 clusters Score -9534090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 162492 members 
Entering Unmasked Estep 
Score: -9534085.000000 Penalty: 1092.285400
	Iteration 106Q: 3 clusters Score -9534085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 162492 members 
Entering Unmasked Estep 
Score: -9534085.000000 Penalty: 1092.285400
	Iteration 107F: 3 clusters Score -9534085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Entering Unmasked Estep 
Score: -955852.750000 Penalty: 437.887726
	Iteration 0F: 2 clusters Score -955852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -945757.500000 Penalty: 875.775452
	Iteration 0F: 3 clusters Score -945757.5 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -950227.750000 Penalty: 875.775452
	Iteration 1F: 3 clusters Score -950227.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -950789.750000 Penalty: 875.775452
	Iteration 2F: 3 clusters Score -950789.8 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -951488.625000 Penalty: 875.775452
	Iteration 3F: 3 clusters Score -951488.6 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -952277.187500 Penalty: 875.775452
	Iteration 4F: 3 clusters Score -952277.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -952898.375000 Penalty: 875.775452
	Iteration 5F: 3 clusters Score -952898.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -953182.062500 Penalty: 875.775452
	Iteration 6Q: 3 clusters Score -953182.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -953280.500000 Penalty: 875.775452
	Iteration 7Q: 3 clusters Score -953280.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -953313.437500 Penalty: 875.775452
	Iteration 8Q: 3 clusters Score -953313.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -953341.000000 Penalty: 875.775452
	Iteration 9Q: 3 clusters Score -953341 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -953361.625000 Penalty: 875.775452
	Iteration 10Q: 3 clusters Score -953361.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -953375.375000 Penalty: 875.775452
	Iteration 11Q: 3 clusters Score -953375.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -953385.250000 Penalty: 875.775452
	Iteration 12Q: 3 clusters Score -953385.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -953405.812500 Penalty: 875.775452
	Iteration 13Q: 3 clusters Score -953405.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -953436.437500 Penalty: 875.775452
	Iteration 14Q: 3 clusters Score -953436.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -953468.687500 Penalty: 875.775452
	Iteration 15Q: 3 clusters Score -953468.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -953498.875000 Penalty: 875.775452
	Iteration 16Q: 3 clusters Score -953498.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -953524.437500 Penalty: 875.775452
	Iteration 17Q: 3 clusters Score -953524.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -953555.000000 Penalty: 875.775452
	Iteration 18Q: 3 clusters Score -953555 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -953585.250000 Penalty: 875.775452
	Iteration 19Q: 3 clusters Score -953585.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -953609.312500 Penalty: 875.775452
	Iteration 20F: 3 clusters Score -953609.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -953626.062500 Penalty: 875.775452
	Iteration 21Q: 3 clusters Score -953626.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -953650.500000 Penalty: 875.775452
	Iteration 22Q: 3 clusters Score -953650.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -953668.812500 Penalty: 875.775452
	Iteration 23Q: 3 clusters Score -953668.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -953685.687500 Penalty: 875.775452
	Iteration 24Q: 3 clusters Score -953685.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -953702.250000 Penalty: 875.775452
	Iteration 25Q: 3 clusters Score -953702.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -953729.437500 Penalty: 875.775452
	Iteration 26Q: 3 clusters Score -953729.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -953755.500000 Penalty: 875.775452
	Iteration 27Q: 3 clusters Score -953755.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -953780.562500 Penalty: 875.775452
	Iteration 28Q: 3 clusters Score -953780.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -953812.062500 Penalty: 875.775452
	Iteration 29Q: 3 clusters Score -953812.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -953851.562500 Penalty: 875.775452
	Iteration 30Q: 3 clusters Score -953851.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -953901.187500 Penalty: 875.775452
	Iteration 31Q: 3 clusters Score -953901.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -953950.437500 Penalty: 875.775452
	Iteration 32Q: 3 clusters Score -953950.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -953986.437500 Penalty: 875.775452
	Iteration 33Q: 3 clusters Score -953986.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -954024.937500 Penalty: 875.775452
	Iteration 34Q: 3 clusters Score -954024.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -954048.687500 Penalty: 875.775452
	Iteration 35Q: 3 clusters Score -954048.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -954070.875000 Penalty: 875.775452
	Iteration 36Q: 3 clusters Score -954070.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -954094.937500 Penalty: 875.775452
	Iteration 37Q: 3 clusters Score -954094.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -954111.312500 Penalty: 875.775452
	Iteration 38Q: 3 clusters Score -954111.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -954125.312500 Penalty: 875.775452
	Iteration 39Q: 3 clusters Score -954125.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -954141.375000 Penalty: 875.775452
	Iteration 40F: 3 clusters Score -954141.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -954153.625000 Penalty: 875.775452
	Iteration 41Q: 3 clusters Score -954153.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -954166.375000 Penalty: 875.775452
	Iteration 42Q: 3 clusters Score -954166.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -954178.437500 Penalty: 875.775452
	Iteration 43Q: 3 clusters Score -954178.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -954185.375000 Penalty: 875.775452
	Iteration 44Q: 3 clusters Score -954185.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -954200.562500 Penalty: 875.775452
	Iteration 45Q: 3 clusters Score -954200.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -954213.562500 Penalty: 875.775452
	Iteration 46Q: 3 clusters Score -954213.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -954221.875000 Penalty: 875.775452
	Iteration 47Q: 3 clusters Score -954221.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -954227.812500 Penalty: 875.775452
	Iteration 48Q: 3 clusters Score -954227.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -954237.812500 Penalty: 875.775452
	Iteration 49Q: 3 clusters Score -954237.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -954238.500000 Penalty: 875.775452
	Iteration 50Q: 3 clusters Score -954238.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -954242.812500 Penalty: 875.775452
	Iteration 51Q: 3 clusters Score -954242.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -954246.812500 Penalty: 875.775452
	Iteration 52Q: 3 clusters Score -954246.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -954248.937500 Penalty: 875.775452
	Iteration 53Q: 3 clusters Score -954248.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -954249.437500 Penalty: 875.775452
	Iteration 54Q: 3 clusters Score -954249.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -954251.750000 Penalty: 875.775452
	Iteration 55Q: 3 clusters Score -954251.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -954255.125000 Penalty: 875.775452
	Iteration 56Q: 3 clusters Score -954255.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -954256.312500 Penalty: 875.775452
	Iteration 57Q: 3 clusters Score -954256.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -954253.750000 Penalty: 875.775452
	Iteration 58Q: 3 clusters Score -954253.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -954256.187500 Penalty: 875.775452
	Iteration 59Q: 3 clusters Score -954256.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -954259.000000 Penalty: 875.775452
	Iteration 60F: 3 clusters Score -954259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -954261.562500 Penalty: 875.775452
	Iteration 61Q: 3 clusters Score -954261.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -954262.562500 Penalty: 875.775452
	Iteration 62Q: 3 clusters Score -954262.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -954263.125000 Penalty: 875.775452
	Iteration 63Q: 3 clusters Score -954263.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -954264.187500 Penalty: 875.775452
	Iteration 64Q: 3 clusters Score -954264.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -954266.062500 Penalty: 875.775452
	Iteration 65Q: 3 clusters Score -954266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -954266.375000 Penalty: 875.775452
	Iteration 66Q: 3 clusters Score -954266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -954266.375000 Penalty: 875.775452
	Iteration 67Q: 3 clusters Score -954266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -954264.500000 Penalty: 875.775452
	Iteration 68Q: 3 clusters Score -954264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -954266.187500 Penalty: 875.775452
	Iteration 69Q: 3 clusters Score -954266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -954266.562500 Penalty: 875.775452
	Iteration 70Q: 3 clusters Score -954266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -954266.000000 Penalty: 875.775452
	Iteration 71Q: 3 clusters Score -954266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -954266.000000 Penalty: 875.775452
	Iteration 72F: 3 clusters Score -954266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -178674.562500 Penalty: 369.756592
	Iteration 0F: 2 clusters Score -178674.6 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 1638 members 
Entering Unmasked Estep 
Score: -176340.625000 Penalty: 739.513184
	Iteration 0F: 3 clusters Score -176340.6 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -177173.609375 Penalty: 739.513184
	Iteration 1F: 3 clusters Score -177173.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -177303.265625 Penalty: 739.513184
	Iteration 2F: 3 clusters Score -177303.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -177413.593750 Penalty: 739.513184
	Iteration 3F: 3 clusters Score -177413.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -177526.046875 Penalty: 739.513184
	Iteration 4F: 3 clusters Score -177526 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -177666.687500 Penalty: 739.513184
	Iteration 5F: 3 clusters Score -177666.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -177803.359375 Penalty: 739.513184
	Iteration 6F: 3 clusters Score -177803.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -177924.937500 Penalty: 739.513184
	Iteration 7Q: 3 clusters Score -177924.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -178048.078125 Penalty: 739.513184
	Iteration 8Q: 3 clusters Score -178048.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -178181.265625 Penalty: 739.513184
	Iteration 9Q: 3 clusters Score -178181.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -178273.562500 Penalty: 739.513184
	Iteration 10Q: 3 clusters Score -178273.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -178331.718750 Penalty: 739.513184
	Iteration 11Q: 3 clusters Score -178331.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -178371.171875 Penalty: 739.513184
	Iteration 12Q: 3 clusters Score -178371.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -178402.406250 Penalty: 739.513184
	Iteration 13Q: 3 clusters Score -178402.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -178432.390625 Penalty: 739.513184
	Iteration 14Q: 3 clusters Score -178432.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -178450.515625 Penalty: 739.513184
	Iteration 15Q: 3 clusters Score -178450.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -178460.890625 Penalty: 739.513184
	Iteration 16Q: 3 clusters Score -178460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -178468.437500 Penalty: 739.513184
	Iteration 17Q: 3 clusters Score -178468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -178474.843750 Penalty: 739.513184
	Iteration 18Q: 3 clusters Score -178474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -178480.015625 Penalty: 739.513184
	Iteration 19Q: 3 clusters Score -178480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -178482.312500 Penalty: 739.513184
	Iteration 20F: 3 clusters Score -178482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -178484.156250 Penalty: 739.513184
	Iteration 21Q: 3 clusters Score -178484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -178487.781250 Penalty: 739.513184
	Iteration 22Q: 3 clusters Score -178487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -178492.015625 Penalty: 739.513184
	Iteration 23Q: 3 clusters Score -178492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -178496.140625 Penalty: 739.513184
	Iteration 24Q: 3 clusters Score -178496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -178499.296875 Penalty: 739.513184
	Iteration 25Q: 3 clusters Score -178499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -178505.171875 Penalty: 739.513184
	Iteration 26Q: 3 clusters Score -178505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -178507.281250 Penalty: 739.513184
	Iteration 27Q: 3 clusters Score -178507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -178508.578125 Penalty: 739.513184
	Iteration 28Q: 3 clusters Score -178508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -178509.765625 Penalty: 739.513184
	Iteration 29Q: 3 clusters Score -178509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -178513.093750 Penalty: 739.513184
	Iteration 30Q: 3 clusters Score -178513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -178514.984375 Penalty: 739.513184
	Iteration 31Q: 3 clusters Score -178515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -178515.625000 Penalty: 739.513184
	Iteration 32Q: 3 clusters Score -178515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -178516.671875 Penalty: 739.513184
	Iteration 33Q: 3 clusters Score -178516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -178516.921875 Penalty: 739.513184
	Iteration 34Q: 3 clusters Score -178516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -178517.515625 Penalty: 739.513184
	Iteration 35Q: 3 clusters Score -178517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -178518.093750 Penalty: 739.513184
	Iteration 36Q: 3 clusters Score -178518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -178519.000000 Penalty: 739.513184
	Iteration 37Q: 3 clusters Score -178519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -178519.671875 Penalty: 739.513184
	Iteration 38Q: 3 clusters Score -178519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -178519.671875 Penalty: 739.513184
	Iteration 39F: 3 clusters Score -178519.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -102321.375000 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -102321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -100991.617188 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -100991.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -101388.671875 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -101388.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -101467.554688 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -101467.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -101555.945312 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -101555.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -101647.125000 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -101647.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -101741.203125 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -101741.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -101819.976562 Penalty: 684.044922
	Iteration 6F: 3 clusters Score -101820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -101880.078125 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -101880.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -101913.062500 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -101913.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -101939.867188 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -101939.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -101959.523438 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -101959.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -101984.328125 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -101984.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -102008.617188 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -102008.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -102029.835938 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -102029.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -102058.937500 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -102058.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -102087.539062 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -102087.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -102107.421875 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -102107.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -102127.718750 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -102127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -102142.078125 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -102142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -102148.664062 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -102148.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -102152.882812 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -102152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -102156.210938 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -102156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -102159.703125 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -102159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -102161.125000 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -102161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -102163.109375 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -102163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -102164.000000 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -102164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -102164.218750 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -102164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -102164.562500 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -102164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -102164.562500 Penalty: 684.044922
	Iteration 28F: 3 clusters Score -102164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Entering Unmasked Estep 
Score: -433383.312500 Penalty: 405.701019
	Iteration 0F: 2 clusters Score -433383.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -428341.156250 Penalty: 811.402039
	Iteration 0F: 3 clusters Score -428341.2 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -430517.406250 Penalty: 811.402039
	Iteration 1F: 3 clusters Score -430517.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -430838.531250 Penalty: 811.402039
	Iteration 2F: 3 clusters Score -430838.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -431202.187500 Penalty: 811.402039
	Iteration 3F: 3 clusters Score -431202.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -431541.875000 Penalty: 811.402039
	Iteration 4F: 3 clusters Score -431541.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -431858.968750 Penalty: 811.402039
	Iteration 5F: 3 clusters Score -431859 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -432139.656250 Penalty: 811.402039
	Iteration 6F: 3 clusters Score -432139.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -432345.093750 Penalty: 811.402039
	Iteration 7Q: 3 clusters Score -432345.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -432489.531250 Penalty: 811.402039
	Iteration 8Q: 3 clusters Score -432489.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -432578.062500 Penalty: 811.402039
	Iteration 9Q: 3 clusters Score -432578.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -432638.718750 Penalty: 811.402039
	Iteration 10Q: 3 clusters Score -432638.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -432685.531250 Penalty: 811.402039
	Iteration 11Q: 3 clusters Score -432685.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -432724.750000 Penalty: 811.402039
	Iteration 12Q: 3 clusters Score -432724.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -432758.562500 Penalty: 811.402039
	Iteration 13Q: 3 clusters Score -432758.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -432790.875000 Penalty: 811.402039
	Iteration 14Q: 3 clusters Score -432790.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -432819.875000 Penalty: 811.402039
	Iteration 15Q: 3 clusters Score -432819.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -432841.437500 Penalty: 811.402039
	Iteration 16Q: 3 clusters Score -432841.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -432854.906250 Penalty: 811.402039
	Iteration 17Q: 3 clusters Score -432854.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -432873.000000 Penalty: 811.402039
	Iteration 18Q: 3 clusters Score -432873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -432889.968750 Penalty: 811.402039
	Iteration 19Q: 3 clusters Score -432890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -432901.375000 Penalty: 811.402039
	Iteration 20F: 3 clusters Score -432901.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -432909.437500 Penalty: 811.402039
	Iteration 21Q: 3 clusters Score -432909.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -432920.125000 Penalty: 811.402039
	Iteration 22Q: 3 clusters Score -432920.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -432928.875000 Penalty: 811.402039
	Iteration 23Q: 3 clusters Score -432928.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -432939.187500 Penalty: 811.402039
	Iteration 24Q: 3 clusters Score -432939.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -432956.312500 Penalty: 811.402039
	Iteration 25Q: 3 clusters Score -432956.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -432971.937500 Penalty: 811.402039
	Iteration 26Q: 3 clusters Score -432971.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -432981.531250 Penalty: 811.402039
	Iteration 27Q: 3 clusters Score -432981.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -432990.781250 Penalty: 811.402039
	Iteration 28Q: 3 clusters Score -432990.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -433001.843750 Penalty: 811.402039
	Iteration 29Q: 3 clusters Score -433001.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -433012.000000 Penalty: 811.402039
	Iteration 30Q: 3 clusters Score -433012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -433021.500000 Penalty: 811.402039
	Iteration 31Q: 3 clusters Score -433021.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -433031.937500 Penalty: 811.402039
	Iteration 32Q: 3 clusters Score -433031.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -433039.468750 Penalty: 811.402039
	Iteration 33Q: 3 clusters Score -433039.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -433046.468750 Penalty: 811.402039
	Iteration 34Q: 3 clusters Score -433046.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -433050.718750 Penalty: 811.402039
	Iteration 35Q: 3 clusters Score -433050.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -433052.906250 Penalty: 811.402039
	Iteration 36Q: 3 clusters Score -433052.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -433055.562500 Penalty: 811.402039
	Iteration 37Q: 3 clusters Score -433055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -433060.187500 Penalty: 811.402039
	Iteration 38Q: 3 clusters Score -433060.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -433065.937500 Penalty: 811.402039
	Iteration 39Q: 3 clusters Score -433065.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -433071.156250 Penalty: 811.402039
	Iteration 40F: 3 clusters Score -433071.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -433077.625000 Penalty: 811.402039
	Iteration 41Q: 3 clusters Score -433077.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -433083.593750 Penalty: 811.402039
	Iteration 42Q: 3 clusters Score -433083.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -433089.687500 Penalty: 811.402039
	Iteration 43Q: 3 clusters Score -433089.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -433093.562500 Penalty: 811.402039
	Iteration 44Q: 3 clusters Score -433093.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -433096.843750 Penalty: 811.402039
	Iteration 45Q: 3 clusters Score -433096.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -433101.125000 Penalty: 811.402039
	Iteration 46Q: 3 clusters Score -433101.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -433109.281250 Penalty: 811.402039
	Iteration 47Q: 3 clusters Score -433109.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -433117.531250 Penalty: 811.402039
	Iteration 48Q: 3 clusters Score -433117.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -433127.437500 Penalty: 811.402039
	Iteration 49Q: 3 clusters Score -433127.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -433131.468750 Penalty: 811.402039
	Iteration 50Q: 3 clusters Score -433131.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -433137.062500 Penalty: 811.402039
	Iteration 51Q: 3 clusters Score -433137.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -433139.812500 Penalty: 811.402039
	Iteration 52Q: 3 clusters Score -433139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -433141.343750 Penalty: 811.402039
	Iteration 53Q: 3 clusters Score -433141.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -433143.156250 Penalty: 811.402039
	Iteration 54Q: 3 clusters Score -433143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -433144.250000 Penalty: 811.402039
	Iteration 55Q: 3 clusters Score -433144.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -433146.875000 Penalty: 811.402039
	Iteration 56Q: 3 clusters Score -433146.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -433147.531250 Penalty: 811.402039
	Iteration 57Q: 3 clusters Score -433147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -433148.250000 Penalty: 811.402039
	Iteration 58Q: 3 clusters Score -433148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -433150.000000 Penalty: 811.402039
	Iteration 59Q: 3 clusters Score -433150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -433150.875000 Penalty: 811.402039
	Iteration 60F: 3 clusters Score -433150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -433151.875000 Penalty: 811.402039
	Iteration 61Q: 3 clusters Score -433151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -433152.531250 Penalty: 811.402039
	Iteration 62Q: 3 clusters Score -433152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -433152.781250 Penalty: 811.402039
	Iteration 63Q: 3 clusters Score -433152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -433152.562500 Penalty: 811.402039
	Iteration 64Q: 3 clusters Score -433152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -433152.562500 Penalty: 811.402039
	Iteration 65F: 3 clusters Score -433152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (104394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104394 members 
Entering Unmasked Estep 
Score: -6261664.500000 Penalty: 525.794678
	Iteration 0F: 2 clusters Score -6261664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -6192262.500000 Penalty: 1051.589355
	Iteration 0F: 3 clusters Score -6192262 nChanged 50940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -6222849.500000 Penalty: 1051.589355
	Iteration 1F: 3 clusters Score -6222850 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -6223834.500000 Penalty: 1051.589355
	Iteration 2Q: 3 clusters Score -6223834 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -6224989.500000 Penalty: 1051.589355
	Iteration 3Q: 3 clusters Score -6224990 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6226469.500000 Penalty: 1051.589355
	Iteration 4Q: 3 clusters Score -6226470 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6228567.500000 Penalty: 1051.589355
	Iteration 5Q: 3 clusters Score -6228568 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -6231703.000000 Penalty: 1051.589355
	Iteration 6F: 3 clusters Score -6231703 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -6236169.000000 Penalty: 1051.589355
	Iteration 7F: 3 clusters Score -6236169 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -6240417.000000 Penalty: 1051.589355
	Iteration 8F: 3 clusters Score -6240417 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6242624.000000 Penalty: 1051.589355
	Iteration 9Q: 3 clusters Score -6242624 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -6243238.000000 Penalty: 1051.589355
	Iteration 10Q: 3 clusters Score -6243238 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -6243405.500000 Penalty: 1051.589355
	Iteration 11Q: 3 clusters Score -6243406 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -6243536.500000 Penalty: 1051.589355
	Iteration 12Q: 3 clusters Score -6243536 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -6243623.000000 Penalty: 1051.589355
	Iteration 13Q: 3 clusters Score -6243623 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -6243724.000000 Penalty: 1051.589355
	Iteration 14Q: 3 clusters Score -6243724 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -6243840.500000 Penalty: 1051.589355
	Iteration 15Q: 3 clusters Score -6243840 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -6244058.000000 Penalty: 1051.589355
	Iteration 16Q: 3 clusters Score -6244058 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -6244259.500000 Penalty: 1051.589355
	Iteration 17Q: 3 clusters Score -6244260 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -6244480.000000 Penalty: 1051.589355
	Iteration 18Q: 3 clusters Score -6244480 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -6244726.500000 Penalty: 1051.589355
	Iteration 19Q: 3 clusters Score -6244726 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -6244969.500000 Penalty: 1051.589355
	Iteration 20F: 3 clusters Score -6244970 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -6245255.000000 Penalty: 1051.589355
	Iteration 21Q: 3 clusters Score -6245255 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -6245563.000000 Penalty: 1051.589355
	Iteration 22Q: 3 clusters Score -6245563 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -6245897.000000 Penalty: 1051.589355
	Iteration 23Q: 3 clusters Score -6245897 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -6246248.500000 Penalty: 1051.589355
	Iteration 24Q: 3 clusters Score -6246248 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -6246556.500000 Penalty: 1051.589355
	Iteration 25Q: 3 clusters Score -6246556 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -6246842.000000 Penalty: 1051.589355
	Iteration 26Q: 3 clusters Score -6246842 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -6247124.500000 Penalty: 1051.589355
	Iteration 27Q: 3 clusters Score -6247124 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -6247340.500000 Penalty: 1051.589355
	Iteration 28Q: 3 clusters Score -6247340 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -6247529.500000 Penalty: 1051.589355
	Iteration 29Q: 3 clusters Score -6247530 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -6247726.000000 Penalty: 1051.589355
	Iteration 30Q: 3 clusters Score -6247726 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -6247991.000000 Penalty: 1051.589355
	Iteration 31Q: 3 clusters Score -6247991 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -6248204.000000 Penalty: 1051.589355
	Iteration 32Q: 3 clusters Score -6248204 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -6248442.000000 Penalty: 1051.589355
	Iteration 33Q: 3 clusters Score -6248442 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -6248643.000000 Penalty: 1051.589355
	Iteration 34Q: 3 clusters Score -6248643 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -6248827.500000 Penalty: 1051.589355
	Iteration 35Q: 3 clusters Score -6248828 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -6249100.000000 Penalty: 1051.589355
	Iteration 36Q: 3 clusters Score -6249100 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -6249266.500000 Penalty: 1051.589355
	Iteration 37Q: 3 clusters Score -6249266 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -6249464.500000 Penalty: 1051.589355
	Iteration 38Q: 3 clusters Score -6249464 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -6249664.500000 Penalty: 1051.589355
	Iteration 39Q: 3 clusters Score -6249664 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -6249912.500000 Penalty: 1051.589355
	Iteration 40F: 3 clusters Score -6249912 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -6250111.500000 Penalty: 1051.589355
	Iteration 41Q: 3 clusters Score -6250112 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -6250388.000000 Penalty: 1051.589355
	Iteration 42Q: 3 clusters Score -6250388 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -6250589.000000 Penalty: 1051.589355
	Iteration 43Q: 3 clusters Score -6250589 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -6250936.000000 Penalty: 1051.589355
	Iteration 44Q: 3 clusters Score -6250936 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -6251326.000000 Penalty: 1051.589355
	Iteration 45Q: 3 clusters Score -6251326 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -6251724.500000 Penalty: 1051.589355
	Iteration 46Q: 3 clusters Score -6251724 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -6252092.000000 Penalty: 1051.589355
	Iteration 47Q: 3 clusters Score -6252092 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -6252482.000000 Penalty: 1051.589355
	Iteration 48Q: 3 clusters Score -6252482 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -6252866.500000 Penalty: 1051.589355
	Iteration 49Q: 3 clusters Score -6252866 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -6253240.000000 Penalty: 1051.589355
	Iteration 50Q: 3 clusters Score -6253240 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -6253638.500000 Penalty: 1051.589355
	Iteration 51Q: 3 clusters Score -6253638 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -6254005.000000 Penalty: 1051.589355
	Iteration 52Q: 3 clusters Score -6254005 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -6254329.500000 Penalty: 1051.589355
	Iteration 53Q: 3 clusters Score -6254330 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -6254676.500000 Penalty: 1051.589355
	Iteration 54Q: 3 clusters Score -6254676 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -6254987.500000 Penalty: 1051.589355
	Iteration 55Q: 3 clusters Score -6254988 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -6255289.500000 Penalty: 1051.589355
	Iteration 56Q: 3 clusters Score -6255290 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -6255655.000000 Penalty: 1051.589355
	Iteration 57Q: 3 clusters Score -6255655 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -6255911.000000 Penalty: 1051.589355
	Iteration 58Q: 3 clusters Score -6255911 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -6256213.500000 Penalty: 1051.589355
	Iteration 59Q: 3 clusters Score -6256214 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -6256479.500000 Penalty: 1051.589355
	Iteration 60F: 3 clusters Score -6256480 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 94412 members 
Entering Unmasked Estep 
Score: -6256811.000000 Penalty: 1051.589355
	Iteration 61Q: 3 clusters Score -6256811 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -6257068.500000 Penalty: 1051.589355
	Iteration 62Q: 3 clusters Score -6257068 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 96009 members 
Entering Unmasked Estep 
Score: -6257345.500000 Penalty: 1051.589355
	Iteration 63Q: 3 clusters Score -6257346 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -6257664.000000 Penalty: 1051.589355
	Iteration 64Q: 3 clusters Score -6257664 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -6257980.000000 Penalty: 1051.589355
	Iteration 65Q: 3 clusters Score -6257980 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -6258376.500000 Penalty: 1051.589355
	Iteration 66Q: 3 clusters Score -6258376 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -6258736.500000 Penalty: 1051.589355
	Iteration 67Q: 3 clusters Score -6258736 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -6259102.500000 Penalty: 1051.589355
	Iteration 68Q: 3 clusters Score -6259102 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -6259445.500000 Penalty: 1051.589355
	Iteration 69Q: 3 clusters Score -6259446 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -6259746.500000 Penalty: 1051.589355
	Iteration 70Q: 3 clusters Score -6259746 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -6260044.000000 Penalty: 1051.589355
	Iteration 71Q: 3 clusters Score -6260044 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -6260258.000000 Penalty: 1051.589355
	Iteration 72Q: 3 clusters Score -6260258 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -6260468.500000 Penalty: 1051.589355
	Iteration 73Q: 3 clusters Score -6260468 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -6260671.500000 Penalty: 1051.589355
	Iteration 74Q: 3 clusters Score -6260672 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -6260802.500000 Penalty: 1051.589355
	Iteration 75Q: 3 clusters Score -6260802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -6260893.000000 Penalty: 1051.589355
	Iteration 76Q: 3 clusters Score -6260893 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -6260973.500000 Penalty: 1051.589355
	Iteration 77Q: 3 clusters Score -6260974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -6260998.500000 Penalty: 1051.589355
	Iteration 78Q: 3 clusters Score -6260998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -6261041.500000 Penalty: 1051.589355
	Iteration 79Q: 3 clusters Score -6261042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -6261074.000000 Penalty: 1051.589355
	Iteration 80F: 3 clusters Score -6261074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -6261094.500000 Penalty: 1051.589355
	Iteration 81Q: 3 clusters Score -6261094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -6261112.500000 Penalty: 1051.589355
	Iteration 82Q: 3 clusters Score -6261112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -6261138.000000 Penalty: 1051.589355
	Iteration 83Q: 3 clusters Score -6261138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -6261157.500000 Penalty: 1051.589355
	Iteration 84Q: 3 clusters Score -6261158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -6261169.500000 Penalty: 1051.589355
	Iteration 85Q: 3 clusters Score -6261170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -6261191.500000 Penalty: 1051.589355
	Iteration 86Q: 3 clusters Score -6261192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -6261193.500000 Penalty: 1051.589355
	Iteration 87Q: 3 clusters Score -6261194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -6261194.500000 Penalty: 1051.589355
	Iteration 88Q: 3 clusters Score -6261194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -6261200.500000 Penalty: 1051.589355
	Iteration 89Q: 3 clusters Score -6261200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -6261202.500000 Penalty: 1051.589355
	Iteration 90Q: 3 clusters Score -6261202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -6261206.000000 Penalty: 1051.589355
	Iteration 91Q: 3 clusters Score -6261206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -6261209.500000 Penalty: 1051.589355
	Iteration 92Q: 3 clusters Score -6261210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -6261210.000000 Penalty: 1051.589355
	Iteration 93Q: 3 clusters Score -6261210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -6261208.000000 Penalty: 1051.589355
	Iteration 94Q: 3 clusters Score -6261208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -6261210.500000 Penalty: 1051.589355
	Iteration 95Q: 3 clusters Score -6261210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -6261213.000000 Penalty: 1051.589355
	Iteration 96Q: 3 clusters Score -6261213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -6261211.500000 Penalty: 1051.589355
	Iteration 97Q: 3 clusters Score -6261212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -6261214.000000 Penalty: 1051.589355
	Iteration 98Q: 3 clusters Score -6261214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -6261218.500000 Penalty: 1051.589355
	Iteration 99Q: 3 clusters Score -6261218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 104178 members 
Entering Unmasked Estep 
Score: -6261218.000000 Penalty: 1051.589355
	Iteration 100F: 3 clusters Score -6261218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Entering Unmasked Estep 
Score: -242294.281250 Penalty: 379.847687
	Iteration 0F: 2 clusters Score -242294.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -239391.734375 Penalty: 759.695374
	Iteration 0F: 3 clusters Score -239391.7 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -240409.375000 Penalty: 759.695374
	Iteration 1F: 3 clusters Score -240409.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -240547.453125 Penalty: 759.695374
	Iteration 2F: 3 clusters Score -240547.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -240725.812500 Penalty: 759.695374
	Iteration 3F: 3 clusters Score -240725.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -240972.875000 Penalty: 759.695374
	Iteration 4F: 3 clusters Score -240972.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -241270.734375 Penalty: 759.695374
	Iteration 5F: 3 clusters Score -241270.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -241554.453125 Penalty: 759.695374
	Iteration 6F: 3 clusters Score -241554.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -241760.500000 Penalty: 759.695374
	Iteration 7Q: 3 clusters Score -241760.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -241866.390625 Penalty: 759.695374
	Iteration 8Q: 3 clusters Score -241866.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -241907.625000 Penalty: 759.695374
	Iteration 9Q: 3 clusters Score -241907.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -241937.015625 Penalty: 759.695374
	Iteration 10Q: 3 clusters Score -241937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -241950.671875 Penalty: 759.695374
	Iteration 11Q: 3 clusters Score -241950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -241957.781250 Penalty: 759.695374
	Iteration 12Q: 3 clusters Score -241957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -241960.093750 Penalty: 759.695374
	Iteration 13Q: 3 clusters Score -241960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -241960.093750 Penalty: 759.695374
	Iteration 14F: 3 clusters Score -241960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -48246.761719 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -48246.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -47518.421875 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -47518.42 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47698.011719 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -47698.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -47735.730469 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -47735.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47766.113281 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -47766.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47795.230469 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -47795.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -47817.523438 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -47817.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -47833.789062 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -47833.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -47846.457031 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -47846.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -47856.742188 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -47856.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47860.992188 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -47860.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47864.156250 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -47864.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -47869.746094 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -47869.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47878.351562 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -47878.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -47884.339844 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -47884.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47889.105469 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -47889.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -47892.550781 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -47892.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -47895.890625 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -47895.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47897.734375 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -47897.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47901.906250 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -47901.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47903.148438 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -47903.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47903.578125 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -47903.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47904.269531 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -47904.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -47904.375000 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -47904.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -47904.375000 Penalty: 615.092224
	Iteration 23F: 3 clusters Score -47904.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Entering Unmasked Estep 
Score: -2008800.375000 Penalty: 477.515717
	Iteration 0F: 2 clusters Score -2008800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1984659.375000 Penalty: 955.031433
	Iteration 0F: 3 clusters Score -1984659 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1995760.125000 Penalty: 955.031433
	Iteration 1F: 3 clusters Score -1995760 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1996613.500000 Penalty: 955.031433
	Iteration 2F: 3 clusters Score -1996614 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1997459.750000 Penalty: 955.031433
	Iteration 3F: 3 clusters Score -1997460 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1998224.375000 Penalty: 955.031433
	Iteration 4F: 3 clusters Score -1998224 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1998803.250000 Penalty: 955.031433
	Iteration 5Q: 3 clusters Score -1998803 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1999186.250000 Penalty: 955.031433
	Iteration 6Q: 3 clusters Score -1999186 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1999440.000000 Penalty: 955.031433
	Iteration 7Q: 3 clusters Score -1999440 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1999610.750000 Penalty: 955.031433
	Iteration 8Q: 3 clusters Score -1999611 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1999736.875000 Penalty: 955.031433
	Iteration 9Q: 3 clusters Score -1999737 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1999837.250000 Penalty: 955.031433
	Iteration 10Q: 3 clusters Score -1999837 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1999934.750000 Penalty: 955.031433
	Iteration 11Q: 3 clusters Score -1999935 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2000063.750000 Penalty: 955.031433
	Iteration 12Q: 3 clusters Score -2000064 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2000237.250000 Penalty: 955.031433
	Iteration 13Q: 3 clusters Score -2000237 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2000498.500000 Penalty: 955.031433
	Iteration 14Q: 3 clusters Score -2000498 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2000834.000000 Penalty: 955.031433
	Iteration 15Q: 3 clusters Score -2000834 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2001230.125000 Penalty: 955.031433
	Iteration 16Q: 3 clusters Score -2001230 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2001651.875000 Penalty: 955.031433
	Iteration 17Q: 3 clusters Score -2001652 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2002013.375000 Penalty: 955.031433
	Iteration 18Q: 3 clusters Score -2002013 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2002299.375000 Penalty: 955.031433
	Iteration 19Q: 3 clusters Score -2002299 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2002548.500000 Penalty: 955.031433
	Iteration 20F: 3 clusters Score -2002548 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2002826.500000 Penalty: 955.031433
	Iteration 21Q: 3 clusters Score -2002826 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2003122.750000 Penalty: 955.031433
	Iteration 22Q: 3 clusters Score -2003123 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2003412.000000 Penalty: 955.031433
	Iteration 23Q: 3 clusters Score -2003412 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -2003750.000000 Penalty: 955.031433
	Iteration 24Q: 3 clusters Score -2003750 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2004113.875000 Penalty: 955.031433
	Iteration 25Q: 3 clusters Score -2004114 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -2004526.125000 Penalty: 955.031433
	Iteration 26Q: 3 clusters Score -2004526 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -2004938.125000 Penalty: 955.031433
	Iteration 27Q: 3 clusters Score -2004938 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -2005370.000000 Penalty: 955.031433
	Iteration 28Q: 3 clusters Score -2005370 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -2005820.000000 Penalty: 955.031433
	Iteration 29Q: 3 clusters Score -2005820 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2006273.875000 Penalty: 955.031433
	Iteration 30Q: 3 clusters Score -2006274 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -2006721.875000 Penalty: 955.031433
	Iteration 31Q: 3 clusters Score -2006722 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -2007137.375000 Penalty: 955.031433
	Iteration 32Q: 3 clusters Score -2007137 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -2007482.000000 Penalty: 955.031433
	Iteration 33Q: 3 clusters Score -2007482 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2007730.000000 Penalty: 955.031433
	Iteration 34Q: 3 clusters Score -2007730 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -2007944.625000 Penalty: 955.031433
	Iteration 35Q: 3 clusters Score -2007945 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -2008111.750000 Penalty: 955.031433
	Iteration 36Q: 3 clusters Score -2008112 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -2008227.250000 Penalty: 955.031433
	Iteration 37Q: 3 clusters Score -2008227 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -2008304.875000 Penalty: 955.031433
	Iteration 38Q: 3 clusters Score -2008305 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -2008372.250000 Penalty: 955.031433
	Iteration 39Q: 3 clusters Score -2008372 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -2008428.625000 Penalty: 955.031433
	Iteration 40F: 3 clusters Score -2008429 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -2008456.500000 Penalty: 955.031433
	Iteration 41Q: 3 clusters Score -2008456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -2008488.625000 Penalty: 955.031433
	Iteration 42Q: 3 clusters Score -2008489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -2008496.625000 Penalty: 955.031433
	Iteration 43Q: 3 clusters Score -2008497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -2008507.625000 Penalty: 955.031433
	Iteration 44Q: 3 clusters Score -2008508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -2008511.875000 Penalty: 955.031433
	Iteration 45Q: 3 clusters Score -2008512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -2008524.250000 Penalty: 955.031433
	Iteration 46Q: 3 clusters Score -2008524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -2008526.750000 Penalty: 955.031433
	Iteration 47Q: 3 clusters Score -2008527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -2008532.250000 Penalty: 955.031433
	Iteration 48Q: 3 clusters Score -2008532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -2008535.250000 Penalty: 955.031433
	Iteration 49Q: 3 clusters Score -2008535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -2008538.125000 Penalty: 955.031433
	Iteration 50Q: 3 clusters Score -2008538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -2008539.750000 Penalty: 955.031433
	Iteration 51Q: 3 clusters Score -2008540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -2008547.500000 Penalty: 955.031433
	Iteration 52Q: 3 clusters Score -2008548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -2008547.250000 Penalty: 955.031433
	Iteration 53Q: 3 clusters Score -2008547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -2008551.125000 Penalty: 955.031433
	Iteration 54Q: 3 clusters Score -2008551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -2008553.875000 Penalty: 955.031433
	Iteration 55Q: 3 clusters Score -2008554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -2008558.375000 Penalty: 955.031433
	Iteration 56Q: 3 clusters Score -2008558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -2008567.125000 Penalty: 955.031433
	Iteration 57Q: 3 clusters Score -2008567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -2008570.625000 Penalty: 955.031433
	Iteration 58Q: 3 clusters Score -2008571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -2008578.125000 Penalty: 955.031433
	Iteration 59Q: 3 clusters Score -2008578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -2008581.500000 Penalty: 955.031433
	Iteration 60F: 3 clusters Score -2008582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -2008580.500000 Penalty: 955.031433
	Iteration 61Q: 3 clusters Score -2008580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -2008583.750000 Penalty: 955.031433
	Iteration 62Q: 3 clusters Score -2008584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -2008584.625000 Penalty: 955.031433
	Iteration 63Q: 3 clusters Score -2008585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -2008584.750000 Penalty: 955.031433
	Iteration 64Q: 3 clusters Score -2008585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -2008586.500000 Penalty: 955.031433
	Iteration 65Q: 3 clusters Score -2008586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -2008585.250000 Penalty: 955.031433
	Iteration 66Q: 3 clusters Score -2008585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -2008584.875000 Penalty: 955.031433
	Iteration 67Q: 3 clusters Score -2008585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -2008584.125000 Penalty: 955.031433
	Iteration 68Q: 3 clusters Score -2008584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -2008585.125000 Penalty: 955.031433
	Iteration 69Q: 3 clusters Score -2008585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -2008589.000000 Penalty: 955.031433
	Iteration 70Q: 3 clusters Score -2008589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -2008589.500000 Penalty: 955.031433
	Iteration 71Q: 3 clusters Score -2008590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -2008590.000000 Penalty: 955.031433
	Iteration 72Q: 3 clusters Score -2008590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -2008592.875000 Penalty: 955.031433
	Iteration 73Q: 3 clusters Score -2008593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -2008592.875000 Penalty: 955.031433
	Iteration 74F: 3 clusters Score -2008593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -21217.003906 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -21217 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 190 members 
Entering Unmasked Estep 
Score: -20833.273438 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -20833.27 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20919.623047 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -20919.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20937.289062 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -20937.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20949.476562 Penalty: 534.106018
	Iteration 3Q: 3 clusters Score -20949.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20951.658203 Penalty: 534.106018
	Iteration 4Q: 3 clusters Score -20951.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20951.658203 Penalty: 534.106018
	Iteration 5F: 3 clusters Score -20951.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -73582.796875 Penalty: 326.345337
	Iteration 0F: 2 clusters Score -73582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -72578.593750 Penalty: 652.690674
	Iteration 0F: 3 clusters Score -72578.59 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72901.929688 Penalty: 652.690674
	Iteration 1F: 3 clusters Score -72901.93 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -72967.226562 Penalty: 652.690674
	Iteration 2F: 3 clusters Score -72967.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -73013.437500 Penalty: 652.690674
	Iteration 3Q: 3 clusters Score -73013.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -73050.453125 Penalty: 652.690674
	Iteration 4Q: 3 clusters Score -73050.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -73073.625000 Penalty: 652.690674
	Iteration 5Q: 3 clusters Score -73073.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -73087.601562 Penalty: 652.690674
	Iteration 6Q: 3 clusters Score -73087.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -73098.992188 Penalty: 652.690674
	Iteration 7Q: 3 clusters Score -73098.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -73106.695312 Penalty: 652.690674
	Iteration 8Q: 3 clusters Score -73106.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -73113.867188 Penalty: 652.690674
	Iteration 9Q: 3 clusters Score -73113.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -73123.671875 Penalty: 652.690674
	Iteration 10Q: 3 clusters Score -73123.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -73144.875000 Penalty: 652.690674
	Iteration 11Q: 3 clusters Score -73144.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -73154.906250 Penalty: 652.690674
	Iteration 12Q: 3 clusters Score -73154.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -73158.804688 Penalty: 652.690674
	Iteration 13Q: 3 clusters Score -73158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -73161.617188 Penalty: 652.690674
	Iteration 14Q: 3 clusters Score -73161.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -73164.625000 Penalty: 652.690674
	Iteration 15Q: 3 clusters Score -73164.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -73167.570312 Penalty: 652.690674
	Iteration 16Q: 3 clusters Score -73167.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -73174.085938 Penalty: 652.690674
	Iteration 17Q: 3 clusters Score -73174.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -73183.492188 Penalty: 652.690674
	Iteration 18Q: 3 clusters Score -73183.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -73191.546875 Penalty: 652.690674
	Iteration 19Q: 3 clusters Score -73191.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -73198.828125 Penalty: 652.690674
	Iteration 20F: 3 clusters Score -73198.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -73202.859375 Penalty: 652.690674
	Iteration 21Q: 3 clusters Score -73202.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -73205.945312 Penalty: 652.690674
	Iteration 22Q: 3 clusters Score -73205.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -73210.078125 Penalty: 652.690674
	Iteration 23Q: 3 clusters Score -73210.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -73219.437500 Penalty: 652.690674
	Iteration 24Q: 3 clusters Score -73219.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -73227.695312 Penalty: 652.690674
	Iteration 25Q: 3 clusters Score -73227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -73235.562500 Penalty: 652.690674
	Iteration 26Q: 3 clusters Score -73235.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -73242.390625 Penalty: 652.690674
	Iteration 27Q: 3 clusters Score -73242.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -73246.882812 Penalty: 652.690674
	Iteration 28Q: 3 clusters Score -73246.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -73251.312500 Penalty: 652.690674
	Iteration 29Q: 3 clusters Score -73251.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -73256.296875 Penalty: 652.690674
	Iteration 30Q: 3 clusters Score -73256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -73259.789062 Penalty: 652.690674
	Iteration 31Q: 3 clusters Score -73259.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -73261.179688 Penalty: 652.690674
	Iteration 32Q: 3 clusters Score -73261.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -73263.171875 Penalty: 652.690674
	Iteration 33Q: 3 clusters Score -73263.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -73264.671875 Penalty: 652.690674
	Iteration 34Q: 3 clusters Score -73264.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -73265.554688 Penalty: 652.690674
	Iteration 35Q: 3 clusters Score -73265.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -73266.453125 Penalty: 652.690674
	Iteration 36Q: 3 clusters Score -73266.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -73266.781250 Penalty: 652.690674
	Iteration 37Q: 3 clusters Score -73266.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -73268.398438 Penalty: 652.690674
	Iteration 38Q: 3 clusters Score -73268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -73268.562500 Penalty: 652.690674
	Iteration 39Q: 3 clusters Score -73268.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -73268.562500 Penalty: 652.690674
	Iteration 40F: 3 clusters Score -73268.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6406.192383 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6406.192 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 62 members 
Entering Unmasked Estep 
Score: -6236.497559 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6236.498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6279.653809 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6279.654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6287.333984 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6287.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6290.439453 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6290.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6291.344727 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6291.345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6292.157715 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6292.158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6292.157715 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -6292.158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -76688.789062 Penalty: 328.393677
	Iteration 0F: 2 clusters Score -76688.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75642.218750 Penalty: 656.787354
	Iteration 0F: 3 clusters Score -75642.22 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75934.351562 Penalty: 656.787354
	Iteration 1F: 3 clusters Score -75934.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -75981.625000 Penalty: 656.787354
	Iteration 2F: 3 clusters Score -75981.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76013.820312 Penalty: 656.787354
	Iteration 3F: 3 clusters Score -76013.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -76045.992188 Penalty: 656.787354
	Iteration 4Q: 3 clusters Score -76045.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -76071.273438 Penalty: 656.787354
	Iteration 5Q: 3 clusters Score -76071.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76094.671875 Penalty: 656.787354
	Iteration 6Q: 3 clusters Score -76094.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76118.453125 Penalty: 656.787354
	Iteration 7Q: 3 clusters Score -76118.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76153.171875 Penalty: 656.787354
	Iteration 8Q: 3 clusters Score -76153.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76197.257812 Penalty: 656.787354
	Iteration 9Q: 3 clusters Score -76197.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76233.562500 Penalty: 656.787354
	Iteration 10Q: 3 clusters Score -76233.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76265.593750 Penalty: 656.787354
	Iteration 11Q: 3 clusters Score -76265.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76286.656250 Penalty: 656.787354
	Iteration 12Q: 3 clusters Score -76286.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76307.703125 Penalty: 656.787354
	Iteration 13Q: 3 clusters Score -76307.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76334.703125 Penalty: 656.787354
	Iteration 14Q: 3 clusters Score -76334.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -76357.023438 Penalty: 656.787354
	Iteration 15Q: 3 clusters Score -76357.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76372.351562 Penalty: 656.787354
	Iteration 16Q: 3 clusters Score -76372.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -76384.257812 Penalty: 656.787354
	Iteration 17Q: 3 clusters Score -76384.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -76393.773438 Penalty: 656.787354
	Iteration 18Q: 3 clusters Score -76393.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -76402.640625 Penalty: 656.787354
	Iteration 19Q: 3 clusters Score -76402.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -76407.273438 Penalty: 656.787354
	Iteration 20F: 3 clusters Score -76407.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -76408.703125 Penalty: 656.787354
	Iteration 21Q: 3 clusters Score -76408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -76414.882812 Penalty: 656.787354
	Iteration 22Q: 3 clusters Score -76414.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -76418.406250 Penalty: 656.787354
	Iteration 23Q: 3 clusters Score -76418.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -76423.304688 Penalty: 656.787354
	Iteration 24Q: 3 clusters Score -76423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -76424.523438 Penalty: 656.787354
	Iteration 25Q: 3 clusters Score -76424.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -76425.500000 Penalty: 656.787354
	Iteration 26Q: 3 clusters Score -76425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -76426.140625 Penalty: 656.787354
	Iteration 27Q: 3 clusters Score -76426.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -76426.140625 Penalty: 656.787354
	Iteration 28F: 3 clusters Score -76426.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2222.709717 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2222.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2164.508301 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2164.508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2173.414795 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2173.415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -8374.569336 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -8374.569 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 85 members 
Entering Unmasked Estep 
Score: -8128.202637 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -8128.203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8189.113281 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -8189.113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8234.489258 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -8234.489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8246.594727 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -8246.595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8248.732422 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -8248.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8248.732422 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -8248.732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6640.258301 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6640.258 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 68 members 
Entering Unmasked Estep 
Score: -6395.855957 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6395.856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6442.492676 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6442.493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6460.809570 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6460.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6475.256836 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6475.257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6489.657227 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6489.657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6499.051758 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6499.052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6502.109863 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6502.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6502.109863 Penalty: 442.945648
	Iteration 7F: 3 clusters Score -6502.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -14440.020508 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -14440.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14092.953125 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -14092.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14233.415039 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -14233.42 nChanged 32
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: -14279.948242 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -14279.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14302.195312 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -14302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14314.004883 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -14314 nChanged 9
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: -14334.058594 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -14334.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14373.630859 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -14373.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14431.804688 Penalty: 517.822693
	Iteration 7F: 3 clusters Score -14431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14447.176758 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -14447.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14472.862305 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -14472.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14517.642578 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -14517.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14545.877930 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -14545.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14571.307617 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -14571.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14576.247070 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -14576.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14576.911133 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -14576.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14576.911133 Penalty: 517.822693
	Iteration 15F: 3 clusters Score -14576.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 15122 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 104394 members 
Mstep: Class 7 contains 4223 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36129 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 135 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 161 members 
Mstep: Class 25 contains 40857 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23071032.000000 Penalty: 16460.697266
Splitting cluster 17 changes total score from -23071184.000000 to -23071032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9985.880859 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9985.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9750.003906 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9750.004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9956.250977 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9956.251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10005.549805 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -10005.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10031.728516 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -10031.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10048.671875 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -10048.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10055.705078 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -10055.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10055.705078 Penalty: 482.600739
	Iteration 6F: 3 clusters Score -10055.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 15122 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 104394 members 
Mstep: Class 7 contains 4223 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36129 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 31 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 40857 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -23070974.000000 Penalty: 16460.697266
Splitting cluster 18 changes total score from -23071184.000000 to -23070974.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -319626.156250 Penalty: 395.124878
	Iteration 0F: 2 clusters Score -319626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -315691.375000 Penalty: 790.249756
	Iteration 0F: 3 clusters Score -315691.4 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -317421.906250 Penalty: 790.249756
	Iteration 1F: 3 clusters Score -317421.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -317731.625000 Penalty: 790.249756
	Iteration 2F: 3 clusters Score -317731.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -318011.437500 Penalty: 790.249756
	Iteration 3F: 3 clusters Score -318011.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -318255.593750 Penalty: 790.249756
	Iteration 4F: 3 clusters Score -318255.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -318407.843750 Penalty: 790.249756
	Iteration 5Q: 3 clusters Score -318407.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -318492.968750 Penalty: 790.249756
	Iteration 6Q: 3 clusters Score -318493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -318542.718750 Penalty: 790.249756
	Iteration 7Q: 3 clusters Score -318542.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -318575.406250 Penalty: 790.249756
	Iteration 8Q: 3 clusters Score -318575.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -318597.687500 Penalty: 790.249756
	Iteration 9Q: 3 clusters Score -318597.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -318614.468750 Penalty: 790.249756
	Iteration 10Q: 3 clusters Score -318614.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -318632.250000 Penalty: 790.249756
	Iteration 11Q: 3 clusters Score -318632.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -318652.968750 Penalty: 790.249756
	Iteration 12Q: 3 clusters Score -318653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -318669.343750 Penalty: 790.249756
	Iteration 13Q: 3 clusters Score -318669.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -318685.687500 Penalty: 790.249756
	Iteration 14Q: 3 clusters Score -318685.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -318703.281250 Penalty: 790.249756
	Iteration 15Q: 3 clusters Score -318703.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318733.156250 Penalty: 790.249756
	Iteration 16Q: 3 clusters Score -318733.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -318759.062500 Penalty: 790.249756
	Iteration 17Q: 3 clusters Score -318759.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -318781.687500 Penalty: 790.249756
	Iteration 18Q: 3 clusters Score -318781.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -318796.843750 Penalty: 790.249756
	Iteration 19Q: 3 clusters Score -318796.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -318811.375000 Penalty: 790.249756
	Iteration 20F: 3 clusters Score -318811.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -318830.031250 Penalty: 790.249756
	Iteration 21Q: 3 clusters Score -318830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318847.000000 Penalty: 790.249756
	Iteration 22Q: 3 clusters Score -318847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -318866.718750 Penalty: 790.249756
	Iteration 23Q: 3 clusters Score -318866.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318888.000000 Penalty: 790.249756
	Iteration 24Q: 3 clusters Score -318888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -318916.843750 Penalty: 790.249756
	Iteration 25Q: 3 clusters Score -318916.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -318957.312500 Penalty: 790.249756
	Iteration 26Q: 3 clusters Score -318957.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -318990.656250 Penalty: 790.249756
	Iteration 27Q: 3 clusters Score -318990.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -319017.375000 Penalty: 790.249756
	Iteration 28Q: 3 clusters Score -319017.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -319035.218750 Penalty: 790.249756
	Iteration 29Q: 3 clusters Score -319035.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -319054.593750 Penalty: 790.249756
	Iteration 30Q: 3 clusters Score -319054.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -319073.687500 Penalty: 790.249756
	Iteration 31Q: 3 clusters Score -319073.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -319089.531250 Penalty: 790.249756
	Iteration 32Q: 3 clusters Score -319089.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -319104.093750 Penalty: 790.249756
	Iteration 33Q: 3 clusters Score -319104.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -319124.531250 Penalty: 790.249756
	Iteration 34Q: 3 clusters Score -319124.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -319147.906250 Penalty: 790.249756
	Iteration 35Q: 3 clusters Score -319147.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -319166.718750 Penalty: 790.249756
	Iteration 36Q: 3 clusters Score -319166.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -319186.625000 Penalty: 790.249756
	Iteration 37Q: 3 clusters Score -319186.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -319207.187500 Penalty: 790.249756
	Iteration 38Q: 3 clusters Score -319207.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -319231.343750 Penalty: 790.249756
	Iteration 39Q: 3 clusters Score -319231.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -319246.156250 Penalty: 790.249756
	Iteration 40F: 3 clusters Score -319246.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -319258.468750 Penalty: 790.249756
	Iteration 41Q: 3 clusters Score -319258.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -319265.437500 Penalty: 790.249756
	Iteration 42Q: 3 clusters Score -319265.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -319273.531250 Penalty: 790.249756
	Iteration 43Q: 3 clusters Score -319273.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -319278.281250 Penalty: 790.249756
	Iteration 44Q: 3 clusters Score -319278.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -319284.281250 Penalty: 790.249756
	Iteration 45Q: 3 clusters Score -319284.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -319288.562500 Penalty: 790.249756
	Iteration 46Q: 3 clusters Score -319288.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -319291.562500 Penalty: 790.249756
	Iteration 47Q: 3 clusters Score -319291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -319294.031250 Penalty: 790.249756
	Iteration 48Q: 3 clusters Score -319294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -319295.531250 Penalty: 790.249756
	Iteration 49Q: 3 clusters Score -319295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -319296.718750 Penalty: 790.249756
	Iteration 50Q: 3 clusters Score -319296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -319298.437500 Penalty: 790.249756
	Iteration 51Q: 3 clusters Score -319298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -319299.843750 Penalty: 790.249756
	Iteration 52Q: 3 clusters Score -319299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -319301.500000 Penalty: 790.249756
	Iteration 53Q: 3 clusters Score -319301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -319301.562500 Penalty: 790.249756
	Iteration 54Q: 3 clusters Score -319301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -319301.656250 Penalty: 790.249756
	Iteration 55Q: 3 clusters Score -319301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -319301.781250 Penalty: 790.249756
	Iteration 56Q: 3 clusters Score -319301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -319302.750000 Penalty: 790.249756
	Iteration 57Q: 3 clusters Score -319302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -319303.250000 Penalty: 790.249756
	Iteration 58Q: 3 clusters Score -319303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -319304.281250 Penalty: 790.249756
	Iteration 59Q: 3 clusters Score -319304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -319306.062500 Penalty: 790.249756
	Iteration 60F: 3 clusters Score -319306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -319307.187500 Penalty: 790.249756
	Iteration 61Q: 3 clusters Score -319307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -319308.562500 Penalty: 790.249756
	Iteration 62Q: 3 clusters Score -319308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -319310.250000 Penalty: 790.249756
	Iteration 63Q: 3 clusters Score -319310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -319312.906250 Penalty: 790.249756
	Iteration 64Q: 3 clusters Score -319312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -319314.531250 Penalty: 790.249756
	Iteration 65Q: 3 clusters Score -319314.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -319314.531250 Penalty: 790.249756
	Iteration 66F: 3 clusters Score -319314.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Entering Unmasked Estep 
Score: -656933.875000 Penalty: 424.165955
	Iteration 0F: 2 clusters Score -656933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -649480.375000 Penalty: 848.331909
	Iteration 0F: 3 clusters Score -649480.4 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -652747.500000 Penalty: 848.331909
	Iteration 1F: 3 clusters Score -652747.5 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -653179.875000 Penalty: 848.331909
	Iteration 2F: 3 clusters Score -653179.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -653720.375000 Penalty: 848.331909
	Iteration 3F: 3 clusters Score -653720.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -654338.875000 Penalty: 848.331909
	Iteration 4F: 3 clusters Score -654338.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -654958.937500 Penalty: 848.331909
	Iteration 5F: 3 clusters Score -654958.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -655458.125000 Penalty: 848.331909
	Iteration 6Q: 3 clusters Score -655458.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -655749.562500 Penalty: 848.331909
	Iteration 7Q: 3 clusters Score -655749.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -655982.000000 Penalty: 848.331909
	Iteration 8Q: 3 clusters Score -655982 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -656134.187500 Penalty: 848.331909
	Iteration 9Q: 3 clusters Score -656134.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -656238.625000 Penalty: 848.331909
	Iteration 10Q: 3 clusters Score -656238.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -656320.875000 Penalty: 848.331909
	Iteration 11Q: 3 clusters Score -656320.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -656384.312500 Penalty: 848.331909
	Iteration 12Q: 3 clusters Score -656384.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -656427.875000 Penalty: 848.331909
	Iteration 13Q: 3 clusters Score -656427.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -656460.562500 Penalty: 848.331909
	Iteration 14Q: 3 clusters Score -656460.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -656488.187500 Penalty: 848.331909
	Iteration 15Q: 3 clusters Score -656488.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -656503.312500 Penalty: 848.331909
	Iteration 16Q: 3 clusters Score -656503.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -656521.187500 Penalty: 848.331909
	Iteration 17Q: 3 clusters Score -656521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -656534.687500 Penalty: 848.331909
	Iteration 18Q: 3 clusters Score -656534.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -656543.750000 Penalty: 848.331909
	Iteration 19Q: 3 clusters Score -656543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -656546.562500 Penalty: 848.331909
	Iteration 20F: 3 clusters Score -656546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -656549.875000 Penalty: 848.331909
	Iteration 21Q: 3 clusters Score -656549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -656554.375000 Penalty: 848.331909
	Iteration 22Q: 3 clusters Score -656554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -656556.312500 Penalty: 848.331909
	Iteration 23Q: 3 clusters Score -656556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -656559.812500 Penalty: 848.331909
	Iteration 24Q: 3 clusters Score -656559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -656566.750000 Penalty: 848.331909
	Iteration 25Q: 3 clusters Score -656566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -656572.000000 Penalty: 848.331909
	Iteration 26Q: 3 clusters Score -656572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -656574.625000 Penalty: 848.331909
	Iteration 27Q: 3 clusters Score -656574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -656575.062500 Penalty: 848.331909
	Iteration 28Q: 3 clusters Score -656575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -656574.687500 Penalty: 848.331909
	Iteration 29Q: 3 clusters Score -656574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -656575.062500 Penalty: 848.331909
	Iteration 30Q: 3 clusters Score -656575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -656575.062500 Penalty: 848.331909
	Iteration 31F: 3 clusters Score -656575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -49045.160156 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -49045.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48232.351562 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -48232.35 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48508.539062 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -48508.54 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -48596.292969 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -48596.29 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48669.164062 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -48669.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48750.289062 Penalty: 624.320435
	Iteration 4F: 3 clusters Score -48750.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48820.921875 Penalty: 624.320435
	Iteration 5F: 3 clusters Score -48820.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48876.015625 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -48876.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48906.429688 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -48906.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48928.953125 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -48928.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48944.179688 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -48944.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48957.835938 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -48957.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48960.898438 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -48960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48962.171875 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -48962.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48962.417969 Penalty: 624.320435
	Iteration 13Q: 3 clusters Score -48962.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48962.417969 Penalty: 624.320435
	Iteration 14F: 3 clusters Score -48962.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -226237.296875 Penalty: 376.829926
	Iteration 0F: 2 clusters Score -226237.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -223567.296875 Penalty: 753.659851
	Iteration 0F: 3 clusters Score -223567.3 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -224699.484375 Penalty: 753.659851
	Iteration 1F: 3 clusters Score -224699.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -224889.515625 Penalty: 753.659851
	Iteration 2F: 3 clusters Score -224889.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -225075.906250 Penalty: 753.659851
	Iteration 3F: 3 clusters Score -225075.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -225235.359375 Penalty: 753.659851
	Iteration 4F: 3 clusters Score -225235.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -225381.156250 Penalty: 753.659851
	Iteration 5F: 3 clusters Score -225381.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -225485.093750 Penalty: 753.659851
	Iteration 6Q: 3 clusters Score -225485.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -225571.046875 Penalty: 753.659851
	Iteration 7Q: 3 clusters Score -225571 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -225641.953125 Penalty: 753.659851
	Iteration 8Q: 3 clusters Score -225642 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -225718.062500 Penalty: 753.659851
	Iteration 9Q: 3 clusters Score -225718.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -225774.390625 Penalty: 753.659851
	Iteration 10Q: 3 clusters Score -225774.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -225830.109375 Penalty: 753.659851
	Iteration 11Q: 3 clusters Score -225830.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -225868.421875 Penalty: 753.659851
	Iteration 12Q: 3 clusters Score -225868.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -225890.015625 Penalty: 753.659851
	Iteration 13Q: 3 clusters Score -225890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -225903.781250 Penalty: 753.659851
	Iteration 14Q: 3 clusters Score -225903.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -225913.953125 Penalty: 753.659851
	Iteration 15Q: 3 clusters Score -225914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -225923.296875 Penalty: 753.659851
	Iteration 16Q: 3 clusters Score -225923.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -225931.703125 Penalty: 753.659851
	Iteration 17Q: 3 clusters Score -225931.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -225937.578125 Penalty: 753.659851
	Iteration 18Q: 3 clusters Score -225937.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -225945.828125 Penalty: 753.659851
	Iteration 19Q: 3 clusters Score -225945.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -225955.250000 Penalty: 753.659851
	Iteration 20F: 3 clusters Score -225955.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -225960.578125 Penalty: 753.659851
	Iteration 21Q: 3 clusters Score -225960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -225966.421875 Penalty: 753.659851
	Iteration 22Q: 3 clusters Score -225966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -225970.796875 Penalty: 753.659851
	Iteration 23Q: 3 clusters Score -225970.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -225974.109375 Penalty: 753.659851
	Iteration 24Q: 3 clusters Score -225974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -225976.140625 Penalty: 753.659851
	Iteration 25Q: 3 clusters Score -225976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -225981.031250 Penalty: 753.659851
	Iteration 26Q: 3 clusters Score -225981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -225985.343750 Penalty: 753.659851
	Iteration 27Q: 3 clusters Score -225985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -225991.203125 Penalty: 753.659851
	Iteration 28Q: 3 clusters Score -225991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -225996.421875 Penalty: 753.659851
	Iteration 29Q: 3 clusters Score -225996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -226003.562500 Penalty: 753.659851
	Iteration 30Q: 3 clusters Score -226003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -226008.171875 Penalty: 753.659851
	Iteration 31Q: 3 clusters Score -226008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -226011.000000 Penalty: 753.659851
	Iteration 32Q: 3 clusters Score -226011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -226012.531250 Penalty: 753.659851
	Iteration 33Q: 3 clusters Score -226012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -226013.062500 Penalty: 753.659851
	Iteration 34Q: 3 clusters Score -226013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -226013.718750 Penalty: 753.659851
	Iteration 35Q: 3 clusters Score -226013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -226016.156250 Penalty: 753.659851
	Iteration 36Q: 3 clusters Score -226016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -226016.703125 Penalty: 753.659851
	Iteration 37Q: 3 clusters Score -226016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -226017.156250 Penalty: 753.659851
	Iteration 38Q: 3 clusters Score -226017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -226018.218750 Penalty: 753.659851
	Iteration 39Q: 3 clusters Score -226018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -226017.937500 Penalty: 753.659851
	Iteration 40F: 3 clusters Score -226017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -226018.484375 Penalty: 753.659851
	Iteration 41Q: 3 clusters Score -226018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -226018.484375 Penalty: 753.659851
	Iteration 42F: 3 clusters Score -226018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -60274.238281 Penalty: 314.800629
	Iteration 0F: 2 clusters Score -60274.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59511.335938 Penalty: 629.601257
	Iteration 0F: 3 clusters Score -59511.34 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59732.734375 Penalty: 629.601257
	Iteration 1F: 3 clusters Score -59732.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59790.878906 Penalty: 629.601257
	Iteration 2F: 3 clusters Score -59790.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -59838.164062 Penalty: 629.601257
	Iteration 3F: 3 clusters Score -59838.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -59873.652344 Penalty: 629.601257
	Iteration 4Q: 3 clusters Score -59873.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59900.335938 Penalty: 629.601257
	Iteration 5Q: 3 clusters Score -59900.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59924.917969 Penalty: 629.601257
	Iteration 6Q: 3 clusters Score -59924.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -59944.046875 Penalty: 629.601257
	Iteration 7Q: 3 clusters Score -59944.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59957.843750 Penalty: 629.601257
	Iteration 8Q: 3 clusters Score -59957.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59973.714844 Penalty: 629.601257
	Iteration 9Q: 3 clusters Score -59973.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59982.960938 Penalty: 629.601257
	Iteration 10Q: 3 clusters Score -59982.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59995.156250 Penalty: 629.601257
	Iteration 11Q: 3 clusters Score -59995.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60004.585938 Penalty: 629.601257
	Iteration 12Q: 3 clusters Score -60004.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60026.484375 Penalty: 629.601257
	Iteration 13Q: 3 clusters Score -60026.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60050.988281 Penalty: 629.601257
	Iteration 14Q: 3 clusters Score -60050.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60073.851562 Penalty: 629.601257
	Iteration 15Q: 3 clusters Score -60073.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60087.074219 Penalty: 629.601257
	Iteration 16Q: 3 clusters Score -60087.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -60096.367188 Penalty: 629.601257
	Iteration 17Q: 3 clusters Score -60096.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60101.238281 Penalty: 629.601257
	Iteration 18Q: 3 clusters Score -60101.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60109.046875 Penalty: 629.601257
	Iteration 19Q: 3 clusters Score -60109.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -60117.464844 Penalty: 629.601257
	Iteration 20F: 3 clusters Score -60117.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -60126.164062 Penalty: 629.601257
	Iteration 21Q: 3 clusters Score -60126.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60133.453125 Penalty: 629.601257
	Iteration 22Q: 3 clusters Score -60133.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60141.277344 Penalty: 629.601257
	Iteration 23Q: 3 clusters Score -60141.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -60151.792969 Penalty: 629.601257
	Iteration 24Q: 3 clusters Score -60151.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60161.460938 Penalty: 629.601257
	Iteration 25Q: 3 clusters Score -60161.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -60168.292969 Penalty: 629.601257
	Iteration 26Q: 3 clusters Score -60168.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60172.167969 Penalty: 629.601257
	Iteration 27Q: 3 clusters Score -60172.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -60174.773438 Penalty: 629.601257
	Iteration 28Q: 3 clusters Score -60174.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -60175.421875 Penalty: 629.601257
	Iteration 29Q: 3 clusters Score -60175.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -60175.722656 Penalty: 629.601257
	Iteration 30Q: 3 clusters Score -60175.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -60176.867188 Penalty: 629.601257
	Iteration 31Q: 3 clusters Score -60176.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -60179.863281 Penalty: 629.601257
	Iteration 32Q: 3 clusters Score -60179.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -60181.835938 Penalty: 629.601257
	Iteration 33Q: 3 clusters Score -60181.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -60182.261719 Penalty: 629.601257
	Iteration 34Q: 3 clusters Score -60182.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -60182.261719 Penalty: 629.601257
	Iteration 35F: 3 clusters Score -60182.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Entering Unmasked Estep 
Score: -2480404.000000 Penalty: 483.111420
	Iteration 0F: 2 clusters Score -2480404 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 20495 members 
Entering Unmasked Estep 
Score: -2453051.000000 Penalty: 966.222839
	Iteration 0F: 3 clusters Score -2453051 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2465291.250000 Penalty: 966.222839
	Iteration 1F: 3 clusters Score -2465291 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -2466231.500000 Penalty: 966.222839
	Iteration 2F: 3 clusters Score -2466232 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -2467513.750000 Penalty: 966.222839
	Iteration 3F: 3 clusters Score -2467514 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -2469480.750000 Penalty: 966.222839
	Iteration 4F: 3 clusters Score -2469481 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -2472300.250000 Penalty: 966.222839
	Iteration 5F: 3 clusters Score -2472300 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -2475544.500000 Penalty: 966.222839
	Iteration 6F: 3 clusters Score -2475544 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -2478087.250000 Penalty: 966.222839
	Iteration 7F: 3 clusters Score -2478087 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -2479364.500000 Penalty: 966.222839
	Iteration 8Q: 3 clusters Score -2479364 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -2479817.250000 Penalty: 966.222839
	Iteration 9Q: 3 clusters Score -2479817 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -2480032.250000 Penalty: 966.222839
	Iteration 10Q: 3 clusters Score -2480032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -2480135.500000 Penalty: 966.222839
	Iteration 11Q: 3 clusters Score -2480136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -2480186.500000 Penalty: 966.222839
	Iteration 12Q: 3 clusters Score -2480186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -2480208.000000 Penalty: 966.222839
	Iteration 13Q: 3 clusters Score -2480208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -2480232.500000 Penalty: 966.222839
	Iteration 14Q: 3 clusters Score -2480232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -2480253.750000 Penalty: 966.222839
	Iteration 15Q: 3 clusters Score -2480254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -2480260.250000 Penalty: 966.222839
	Iteration 16Q: 3 clusters Score -2480260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -2480265.750000 Penalty: 966.222839
	Iteration 17Q: 3 clusters Score -2480266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -2480270.250000 Penalty: 966.222839
	Iteration 18Q: 3 clusters Score -2480270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -2480272.750000 Penalty: 966.222839
	Iteration 19Q: 3 clusters Score -2480273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -2480273.500000 Penalty: 966.222839
	Iteration 20F: 3 clusters Score -2480274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -2480273.750000 Penalty: 966.222839
	Iteration 21Q: 3 clusters Score -2480274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -2480272.750000 Penalty: 966.222839
	Iteration 22Q: 3 clusters Score -2480273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -2480272.750000 Penalty: 966.222839
	Iteration 23F: 3 clusters Score -2480273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Entering Unmasked Estep 
Score: -1715.181030 Penalty: 172.180634
	Iteration 0F: 2 clusters Score -1715.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1587.379761 Penalty: 344.361267
	Iteration 0F: 3 clusters Score -1587.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1595.586670 Penalty: 344.361267
	Iteration 1F: 3 clusters Score -1595.587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1597.657227 Penalty: 344.361267
	Iteration 2Q: 3 clusters Score -1597.657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1597.657227 Penalty: 344.361267
	Iteration 3F: 3 clusters Score -1597.657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -37959.246094 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -37959.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37339.828125 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -37339.83 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37485.800781 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -37485.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37520.769531 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -37520.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37539.902344 Penalty: 594.177124
	Iteration 3Q: 3 clusters Score -37539.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37570.792969 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -37570.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37598.285156 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -37598.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37632.769531 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -37632.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37673.855469 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -37673.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -37723.843750 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -37723.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37777.792969 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -37777.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37830.738281 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -37830.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37845.195312 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -37845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37857.441406 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -37857.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37867.847656 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -37867.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37875.507812 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -37875.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -37879.472656 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -37879.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -37882.550781 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -37882.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37882.789062 Penalty: 594.177124
	Iteration 17Q: 3 clusters Score -37882.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37882.789062 Penalty: 594.177124
	Iteration 18F: 3 clusters Score -37882.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7034.390137 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7034.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6799.120117 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6799.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6852.437500 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6852.438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6864.529785 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6864.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6865.662598 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6865.663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6866.912598 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6866.913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6867.707520 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6867.708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6867.707520 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6867.708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 15122 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 104394 members 
Mstep: Class 7 contains 4223 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36129 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 25 contains 40857 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071244.000000 Penalty: 15872.815430
Iteration 479Q: 28 clusters Score -2.307124e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 15147 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 104242 members 
Mstep: Class 7 contains 4217 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36093 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5904 members 
Mstep: Class 20 contains 11177 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 25 contains 41068 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071288.000000 Penalty: 15872.815430
Iteration 480F: 28 clusters Score -2.307129e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163215 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 104111 members 
Mstep: Class 7 contains 4216 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36065 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5897 members 
Mstep: Class 20 contains 11164 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 25 contains 41275 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071314.000000 Penalty: 15872.815430
Iteration 481Q: 28 clusters Score -2.307131e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 15166 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7422 members 
Mstep: Class 6 contains 103993 members 
Mstep: Class 7 contains 4209 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36035 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5890 members 
Mstep: Class 20 contains 11160 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3962 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 25 contains 41469 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071306.000000 Penalty: 15872.815430
Iteration 482Q: 28 clusters Score -2.307131e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163149 members 
Mstep: Class 2 contains 15179 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 103867 members 
Mstep: Class 7 contains 4201 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 36009 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5882 members 
Mstep: Class 20 contains 11159 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 25 contains 41660 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071306.000000 Penalty: 15872.815430
Iteration 483Q: 28 clusters Score -2.307131e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163105 members 
Mstep: Class 2 contains 15200 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7409 members 
Mstep: Class 6 contains 103766 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35989 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5876 members 
Mstep: Class 20 contains 11145 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 25 contains 41844 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071378.000000 Penalty: 15872.815430
Iteration 484Q: 28 clusters Score -2.307138e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163078 members 
Mstep: Class 2 contains 15225 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 103689 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35958 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5871 members 
Mstep: Class 20 contains 11129 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 25 contains 41996 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071410.000000 Penalty: 15872.815430
Iteration 485Q: 28 clusters Score -2.307141e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 15247 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7388 members 
Mstep: Class 6 contains 103596 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35936 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 11116 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3938 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 25 contains 42132 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071418.000000 Penalty: 15872.815430
Iteration 486Q: 28 clusters Score -2.307142e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163065 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7384 members 
Mstep: Class 6 contains 103507 members 
Mstep: Class 7 contains 4190 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35905 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5863 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 25 contains 42270 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071442.000000 Penalty: 15872.815430
Iteration 487Q: 28 clusters Score -2.307144e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 15275 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7383 members 
Mstep: Class 6 contains 103405 members 
Mstep: Class 7 contains 4186 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35888 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5856 members 
Mstep: Class 20 contains 11096 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 25 contains 42409 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071454.000000 Penalty: 15872.815430
Iteration 488Q: 28 clusters Score -2.307145e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163063 members 
Mstep: Class 2 contains 15285 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 103301 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35860 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5850 members 
Mstep: Class 20 contains 11077 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 25 contains 42559 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071478.000000 Penalty: 15872.815430
Iteration 489Q: 28 clusters Score -2.307148e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 15297 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 103204 members 
Mstep: Class 7 contains 4177 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35847 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5843 members 
Mstep: Class 20 contains 11058 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3930 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 42707 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071504.000000 Penalty: 15872.815430
Iteration 490Q: 28 clusters Score -2.30715e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 15313 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 103099 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35842 members 
Mstep: Class 10 contains 359 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 11041 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 42855 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071514.000000 Penalty: 15872.815430
Iteration 491Q: 28 clusters Score -2.307151e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162984 members 
Mstep: Class 2 contains 15325 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 102999 members 
Mstep: Class 7 contains 4177 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35832 members 
Mstep: Class 10 contains 360 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 11028 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3937 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 42996 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071550.000000 Penalty: 15872.815430
Iteration 492Q: 28 clusters Score -2.307155e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7367 members 
Mstep: Class 6 contains 102910 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35821 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 11017 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3939 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 43118 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071552.000000 Penalty: 15872.815430
Iteration 493Q: 28 clusters Score -2.307155e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7365 members 
Mstep: Class 6 contains 102813 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35811 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 11005 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 1009 members 
Mstep: Class 25 contains 43232 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071604.000000 Penalty: 15872.815430
Iteration 494Q: 28 clusters Score -2.30716e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162902 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 102729 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35803 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 10994 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 1010 members 
Mstep: Class 25 contains 43347 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071604.000000 Penalty: 15872.815430
Iteration 495Q: 28 clusters Score -2.30716e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162873 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 102657 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35793 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 10984 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 25 contains 43451 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071580.000000 Penalty: 15872.815430
Iteration 496Q: 28 clusters Score -2.307158e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 15410 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 102590 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35781 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 10973 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 25 contains 43553 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071586.000000 Penalty: 15872.815430
Iteration 497Q: 28 clusters Score -2.307159e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7347 members 
Mstep: Class 6 contains 102536 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35770 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 10960 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 25 contains 43667 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071666.000000 Penalty: 15872.815430
Iteration 498Q: 28 clusters Score -2.307167e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162785 members 
Mstep: Class 2 contains 15421 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7339 members 
Mstep: Class 6 contains 102492 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35762 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 10945 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 25 contains 43771 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071668.000000 Penalty: 15872.815430
Iteration 499Q: 28 clusters Score -2.307167e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3181 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 7334 members 
Mstep: Class 6 contains 102441 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 35742 members 
Mstep: Class 10 contains 362 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 134 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 54 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 10928 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 25 contains 43861 members 
Mstep: Class 26 contains 44 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23071714.000000 Penalty: 15872.815430
Iteration 500F: 28 clusters Score -2.307171e+07 nChanged 202
Maximum iterations exceeded
--- Evaluating fit on full set of 1225793 points ---
Entering Unmasked Estep 
Score: -69157160.000000 Penalty: 17222.462891
23->28 Clusters: Score -69157160.000000, best is -69226464.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 408597 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 17871 members 
Mstep: Class 3 contains 17806 members 
Mstep: Class 4 contains 17749 members 
Mstep: Class 5 contains 17678 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 17718 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 17995 members 
Mstep: Class 10 contains 17710 members 
Mstep: Class 11 contains 17897 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 17716 members 
Mstep: Class 14 contains 17719 members 
Mstep: Class 15 contains 17567 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 17707 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 17930 members 
Mstep: Class 20 contains 17774 members 
Mstep: Class 21 contains 17951 members 
Mstep: Class 22 contains 17630 members 
Mstep: Class 23 contains 17689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2.753906 but Gain 587.881836
Score: -16466355.000000 Penalty: 12933.405273
Iteration 0F: 23 clusters Score -1.646636e+07 nChanged 390876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4890 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 171 members 
Mstep: Class 3 contains 182 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 12742 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 3506 members 
Mstep: Class 9 contains 95 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 14 contains 150 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 715 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 32437 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 1599 members 
Mstep: Class 22 contains 314442 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 96.424484 but Gain 587.881836
Score: -22660040.000000 Penalty: 12345.523438
Iteration 1F: 22 clusters Score -2.266004e+07 nChanged 65533
Entering Unmasked Mstep 
Mstep: Class 0 contains 3642 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 5696 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 10 contains 446 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 6556 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 133 members 
Mstep: Class 19 contains 22888 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 335994 members 
Mstep: Class 23 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 535.616455 but Gain 587.882812
Score: -22806148.000000 Penalty: 11757.640625
Iteration 2F: 21 clusters Score -2.280615e+07 nChanged 32837
Entering Unmasked Mstep 
Mstep: Class 0 contains 3478 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 10 contains 303 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 560 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 1888 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 339063 members 
Mstep: Class 23 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 271.653900 but Gain 587.881836
Score: -22836668.000000 Penalty: 11169.758789
Iteration 3F: 20 clusters Score -2.283667e+07 nChanged 18989
Entering Unmasked Mstep 
Mstep: Class 0 contains 3391 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 9678 members 
Mstep: Class 5 contains 1763 members 
Mstep: Class 6 contains 18245 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 1631 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 20292 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 334410 members 
Mstep: Class 23 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 372.782562 but Gain 587.881836
Score: -22859696.000000 Penalty: 10581.876953
Iteration 4Q: 19 clusters Score -2.28597e+07 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 22510 members 
Mstep: Class 7 contains 350 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 11 contains 6456 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 903 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 23403 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 327603 members 
Mstep: Class 23 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 437.459381 but Gain 587.881836
Score: -22875312.000000 Penalty: 9993.995117
Iteration 5Q: 18 clusters Score -2.287531e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3380 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 26483 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 26793 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 320707 members 
Mstep: Class 23 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 362.376617 but Gain 587.882812
Score: -22892138.000000 Penalty: 9406.112305
Iteration 6Q: 17 clusters Score -2.289214e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 3378 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 1060 members 
Mstep: Class 4 contains 11264 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 29693 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 11 contains 6122 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 18 contains 228 members 
Mstep: Class 19 contains 30312 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 314002 members 
Mstep: Class 23 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22910076.000000 Penalty: 9406.112305
Iteration 7Q: 17 clusters Score -2.291008e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 32383 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 4642 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 13 contains 1313 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 33426 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 307930 members 
Mstep: Class 23 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22924198.000000 Penalty: 9406.112305
Iteration 8Q: 17 clusters Score -2.29242e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1574 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 11137 members 
Mstep: Class 5 contains 2003 members 
Mstep: Class 6 contains 34537 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 4573 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 1355 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 36296 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 302583 members 
Mstep: Class 23 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22935410.000000 Penalty: 9406.112305
Iteration 9Q: 17 clusters Score -2.293541e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 3380 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 877 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 36464 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 11 contains 6903 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 38950 members 
Mstep: Class 21 contains 812 members 
Mstep: Class 22 contains 297672 members 
Mstep: Class 23 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22943894.000000 Penalty: 9406.112305
Iteration 10Q: 17 clusters Score -2.294389e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 3381 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 10709 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 38254 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 4542 members 
Mstep: Class 11 contains 7367 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 16 contains 1331 members 
Mstep: Class 18 contains 227 members 
Mstep: Class 19 contains 41421 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 293139 members 
Mstep: Class 23 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22952938.000000 Penalty: 9406.112305
Iteration 11Q: 17 clusters Score -2.295294e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 39893 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 13 contains 1597 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 18 contains 226 members 
Mstep: Class 19 contains 43568 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 288992 members 
Mstep: Class 23 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22961494.000000 Penalty: 9406.112305
Iteration 12Q: 17 clusters Score -2.296149e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 10329 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 41368 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 45453 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 285197 members 
Mstep: Class 23 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22966950.000000 Penalty: 9406.112305
Iteration 13Q: 17 clusters Score -2.296695e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 849 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 42794 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 9108 members 
Mstep: Class 13 contains 1605 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 47093 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 281617 members 
Mstep: Class 23 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22972646.000000 Penalty: 9406.112305
Iteration 14Q: 17 clusters Score -2.297265e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 10053 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 44104 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 9721 members 
Mstep: Class 13 contains 1604 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 48559 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 278270 members 
Mstep: Class 23 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22977990.000000 Penalty: 9406.112305
Iteration 15Q: 17 clusters Score -2.297799e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 9939 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 389 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 10400 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 668 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 49889 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 274958 members 
Mstep: Class 23 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22982958.000000 Penalty: 9406.112305
Iteration 16Q: 17 clusters Score -2.298296e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 2072 members 
Mstep: Class 6 contains 46699 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 11058 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 668 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 51117 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 271688 members 
Mstep: Class 23 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22987322.000000 Penalty: 9406.112305
Iteration 17Q: 17 clusters Score -2.298732e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 48006 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 11737 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 52267 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 268455 members 
Mstep: Class 23 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22991612.000000 Penalty: 9406.112305
Iteration 18Q: 17 clusters Score -2.299161e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 49172 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 12402 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 53333 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 265393 members 
Mstep: Class 23 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22995626.000000 Penalty: 9406.112305
Iteration 19Q: 17 clusters Score -2.299563e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 3379 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 9689 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 50200 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 11 contains 13085 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 18 contains 224 members 
Mstep: Class 19 contains 54325 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 262537 members 
Mstep: Class 23 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23001156.000000 Penalty: 9406.112305
Iteration 20F: 17 clusters Score -2.300116e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3331 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 51120 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 11 contains 13778 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 660 members 
Mstep: Class 16 contains 1245 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 55305 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 259520 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23006154.000000 Penalty: 9406.112305
Iteration 21Q: 17 clusters Score -2.300615e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 3319 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 9458 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 52004 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 11 contains 14433 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 56162 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 256759 members 
Mstep: Class 23 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23009198.000000 Penalty: 9406.112305
Iteration 22Q: 17 clusters Score -2.30092e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 52754 members 
Mstep: Class 7 contains 528 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 11 contains 15091 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 683 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 57033 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 254164 members 
Mstep: Class 23 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23011250.000000 Penalty: 9406.112305
Iteration 23Q: 17 clusters Score -2.301125e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 53464 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 57809 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 251752 members 
Mstep: Class 23 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23013264.000000 Penalty: 9406.112305
Iteration 24Q: 17 clusters Score -2.301326e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 54148 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 11 contains 16356 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 58564 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 249407 members 
Mstep: Class 23 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014960.000000 Penalty: 9406.112305
Iteration 25Q: 17 clusters Score -2.301496e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1571 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 54809 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 59206 members 
Mstep: Class 21 contains 1575 members 
Mstep: Class 22 contains 247186 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016260.000000 Penalty: 9406.112305
Iteration 26Q: 17 clusters Score -2.301626e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 8744 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 55416 members 
Mstep: Class 7 contains 629 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 59813 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 245047 members 
Mstep: Class 23 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016230.000000 Penalty: 9406.112305
Iteration 27Q: 17 clusters Score -2.301623e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 4523 members 
Mstep: Class 4 contains 8620 members 
Mstep: Class 5 contains 2472 members 
Mstep: Class 6 contains 56082 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 18009 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 60496 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 242795 members 
Mstep: Class 23 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016212.000000 Penalty: 9406.112305
Iteration 28Q: 17 clusters Score -2.301621e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 8497 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 56757 members 
Mstep: Class 7 contains 661 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 18544 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 61225 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 240468 members 
Mstep: Class 23 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016174.000000 Penalty: 9406.112305
Iteration 29Q: 17 clusters Score -2.301617e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 8370 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 57403 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 19099 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 62053 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 238094 members 
Mstep: Class 23 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23016018.000000 Penalty: 9406.112305
Iteration 30Q: 17 clusters Score -2.301602e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 5648 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 57979 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 19688 members 
Mstep: Class 13 contains 2119 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 62956 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 235704 members 
Mstep: Class 23 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23015664.000000 Penalty: 9406.112305
Iteration 31Q: 17 clusters Score -2.301566e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 5984 members 
Mstep: Class 4 contains 8102 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 58644 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 20261 members 
Mstep: Class 13 contains 2118 members 
Mstep: Class 14 contains 829 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 63920 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 233177 members 
Mstep: Class 23 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23015306.000000 Penalty: 9406.112305
Iteration 32Q: 17 clusters Score -2.301531e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 59326 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 20823 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 64912 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 230645 members 
Mstep: Class 23 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014922.000000 Penalty: 9406.112305
Iteration 33Q: 17 clusters Score -2.301492e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 6511 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 60024 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 21398 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 888 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 65956 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 228020 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014478.000000 Penalty: 9406.112305
Iteration 34Q: 17 clusters Score -2.301448e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1914 members 
Mstep: Class 3 contains 6740 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 2716 members 
Mstep: Class 6 contains 60728 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 21980 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 925 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 66982 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 225413 members 
Mstep: Class 23 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23014140.000000 Penalty: 9406.112305
Iteration 35Q: 17 clusters Score -2.301414e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 6944 members 
Mstep: Class 4 contains 7857 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 61412 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 22516 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 68049 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 222803 members 
Mstep: Class 23 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23013646.000000 Penalty: 9406.112305
Iteration 36Q: 17 clusters Score -2.301365e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 62140 members 
Mstep: Class 7 contains 743 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 69149 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 220131 members 
Mstep: Class 23 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23013042.000000 Penalty: 9406.112305
Iteration 37Q: 17 clusters Score -2.301304e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 2043 members 
Mstep: Class 3 contains 7253 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 62950 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 23554 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 70232 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 217443 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23012640.000000 Penalty: 9406.112305
Iteration 38Q: 17 clusters Score -2.301264e+07 nChanged 4073
Entering ConstructFrom: 
Score: -23012640.000000 Penalty: 9406.112305
Entering ConstructFrom: 
Trying to split cluster 2 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -114466.429688 Penalty: 347.822052
	Iteration 0F: 2 clusters Score -114466.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -112943.960938 Penalty: 695.644104
	Iteration 0F: 3 clusters Score -112944 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -113436.359375 Penalty: 695.644104
	Iteration 1F: 3 clusters Score -113436.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -113554.609375 Penalty: 695.644104
	Iteration 2F: 3 clusters Score -113554.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -113660.398438 Penalty: 695.644104
	Iteration 3F: 3 clusters Score -113660.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -113753.585938 Penalty: 695.644104
	Iteration 4F: 3 clusters Score -113753.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -113811.593750 Penalty: 695.644104
	Iteration 5F: 3 clusters Score -113811.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -113867.265625 Penalty: 695.644104
	Iteration 6Q: 3 clusters Score -113867.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -113909.281250 Penalty: 695.644104
	Iteration 7Q: 3 clusters Score -113909.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -113953.101562 Penalty: 695.644104
	Iteration 8Q: 3 clusters Score -113953.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -113987.828125 Penalty: 695.644104
	Iteration 9Q: 3 clusters Score -113987.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -114009.585938 Penalty: 695.644104
	Iteration 10Q: 3 clusters Score -114009.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -114027.085938 Penalty: 695.644104
	Iteration 11Q: 3 clusters Score -114027.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -114042.976562 Penalty: 695.644104
	Iteration 12Q: 3 clusters Score -114043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -114059.484375 Penalty: 695.644104
	Iteration 13Q: 3 clusters Score -114059.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -114076.742188 Penalty: 695.644104
	Iteration 14Q: 3 clusters Score -114076.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -114093.890625 Penalty: 695.644104
	Iteration 15Q: 3 clusters Score -114093.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -114110.343750 Penalty: 695.644104
	Iteration 16Q: 3 clusters Score -114110.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -114138.804688 Penalty: 695.644104
	Iteration 17Q: 3 clusters Score -114138.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -114170.445312 Penalty: 695.644104
	Iteration 18Q: 3 clusters Score -114170.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -114182.679688 Penalty: 695.644104
	Iteration 19Q: 3 clusters Score -114182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -114187.148438 Penalty: 695.644104
	Iteration 20F: 3 clusters Score -114187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -114193.718750 Penalty: 695.644104
	Iteration 21Q: 3 clusters Score -114193.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -114196.703125 Penalty: 695.644104
	Iteration 22Q: 3 clusters Score -114196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -114200.171875 Penalty: 695.644104
	Iteration 23Q: 3 clusters Score -114200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -114203.250000 Penalty: 695.644104
	Iteration 24Q: 3 clusters Score -114203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -114204.703125 Penalty: 695.644104
	Iteration 25Q: 3 clusters Score -114204.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -114207.593750 Penalty: 695.644104
	Iteration 26Q: 3 clusters Score -114207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -114210.351562 Penalty: 695.644104
	Iteration 27Q: 3 clusters Score -114210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -114212.859375 Penalty: 695.644104
	Iteration 28Q: 3 clusters Score -114212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -114214.195312 Penalty: 695.644104
	Iteration 29Q: 3 clusters Score -114214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -114214.632812 Penalty: 695.644104
	Iteration 30Q: 3 clusters Score -114214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -114215.679688 Penalty: 695.644104
	Iteration 31Q: 3 clusters Score -114215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -114217.937500 Penalty: 695.644104
	Iteration 32Q: 3 clusters Score -114217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -114225.953125 Penalty: 695.644104
	Iteration 33Q: 3 clusters Score -114226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -114229.421875 Penalty: 695.644104
	Iteration 34Q: 3 clusters Score -114229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -114230.953125 Penalty: 695.644104
	Iteration 35Q: 3 clusters Score -114231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -114231.492188 Penalty: 695.644104
	Iteration 36Q: 3 clusters Score -114231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -114231.734375 Penalty: 695.644104
	Iteration 37Q: 3 clusters Score -114231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -114231.734375 Penalty: 695.644104
	Iteration 38F: 3 clusters Score -114231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -422086.906250 Penalty: 405.247040
	Iteration 0F: 2 clusters Score -422086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -417097.718750 Penalty: 810.494080
	Iteration 0F: 3 clusters Score -417097.7 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -418982.781250 Penalty: 810.494080
	Iteration 1F: 3 clusters Score -418982.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -419210.937500 Penalty: 810.494080
	Iteration 2F: 3 clusters Score -419210.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -419536.781250 Penalty: 810.494080
	Iteration 3F: 3 clusters Score -419536.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -419978.531250 Penalty: 810.494080
	Iteration 4F: 3 clusters Score -419978.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -420516.312500 Penalty: 810.494080
	Iteration 5F: 3 clusters Score -420516.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -421004.406250 Penalty: 810.494080
	Iteration 6F: 3 clusters Score -421004.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -421341.437500 Penalty: 810.494080
	Iteration 7Q: 3 clusters Score -421341.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -421578.968750 Penalty: 810.494080
	Iteration 8Q: 3 clusters Score -421579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -421724.156250 Penalty: 810.494080
	Iteration 9Q: 3 clusters Score -421724.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -421811.562500 Penalty: 810.494080
	Iteration 10Q: 3 clusters Score -421811.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -421852.000000 Penalty: 810.494080
	Iteration 11Q: 3 clusters Score -421852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -421874.437500 Penalty: 810.494080
	Iteration 12Q: 3 clusters Score -421874.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -421896.562500 Penalty: 810.494080
	Iteration 13Q: 3 clusters Score -421896.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -421915.343750 Penalty: 810.494080
	Iteration 14Q: 3 clusters Score -421915.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -421935.906250 Penalty: 810.494080
	Iteration 15Q: 3 clusters Score -421935.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -421954.406250 Penalty: 810.494080
	Iteration 16Q: 3 clusters Score -421954.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -421967.250000 Penalty: 810.494080
	Iteration 17Q: 3 clusters Score -421967.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -421971.843750 Penalty: 810.494080
	Iteration 18Q: 3 clusters Score -421971.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -421978.093750 Penalty: 810.494080
	Iteration 19Q: 3 clusters Score -421978.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -421983.250000 Penalty: 810.494080
	Iteration 20F: 3 clusters Score -421983.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -421988.656250 Penalty: 810.494080
	Iteration 21Q: 3 clusters Score -421988.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -421989.875000 Penalty: 810.494080
	Iteration 22Q: 3 clusters Score -421989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -421991.062500 Penalty: 810.494080
	Iteration 23Q: 3 clusters Score -421991.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -421992.937500 Penalty: 810.494080
	Iteration 24Q: 3 clusters Score -421992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -421993.625000 Penalty: 810.494080
	Iteration 25Q: 3 clusters Score -421993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -421996.781250 Penalty: 810.494080
	Iteration 26Q: 3 clusters Score -421996.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -421999.375000 Penalty: 810.494080
	Iteration 27Q: 3 clusters Score -421999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -422001.656250 Penalty: 810.494080
	Iteration 28Q: 3 clusters Score -422001.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -422002.000000 Penalty: 810.494080
	Iteration 29Q: 3 clusters Score -422002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -422003.937500 Penalty: 810.494080
	Iteration 30Q: 3 clusters Score -422003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -422005.093750 Penalty: 810.494080
	Iteration 31Q: 3 clusters Score -422005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -422005.375000 Penalty: 810.494080
	Iteration 32Q: 3 clusters Score -422005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -422006.031250 Penalty: 810.494080
	Iteration 33Q: 3 clusters Score -422006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -422006.312500 Penalty: 810.494080
	Iteration 34Q: 3 clusters Score -422006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -422007.531250 Penalty: 810.494080
	Iteration 35Q: 3 clusters Score -422007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -422007.843750 Penalty: 810.494080
	Iteration 36Q: 3 clusters Score -422007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -422008.125000 Penalty: 810.494080
	Iteration 37Q: 3 clusters Score -422008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -422008.781250 Penalty: 810.494080
	Iteration 38Q: 3 clusters Score -422008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -422008.406250 Penalty: 810.494080
	Iteration 39Q: 3 clusters Score -422008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -422008.593750 Penalty: 810.494080
	Iteration 40F: 3 clusters Score -422008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -434894.281250 Penalty: 408.339355
	Iteration 0F: 2 clusters Score -434894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -429614.218750 Penalty: 816.678711
	Iteration 0F: 3 clusters Score -429614.2 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -431857.812500 Penalty: 816.678711
	Iteration 1F: 3 clusters Score -431857.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -432251.562500 Penalty: 816.678711
	Iteration 2F: 3 clusters Score -432251.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -432743.750000 Penalty: 816.678711
	Iteration 3F: 3 clusters Score -432743.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -433363.000000 Penalty: 816.678711
	Iteration 4F: 3 clusters Score -433363 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -433886.781250 Penalty: 816.678711
	Iteration 5F: 3 clusters Score -433886.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -434278.000000 Penalty: 816.678711
	Iteration 6F: 3 clusters Score -434278 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -434574.593750 Penalty: 816.678711
	Iteration 7Q: 3 clusters Score -434574.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -434769.187500 Penalty: 816.678711
	Iteration 8Q: 3 clusters Score -434769.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -434905.218750 Penalty: 816.678711
	Iteration 9Q: 3 clusters Score -434905.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -434968.656250 Penalty: 816.678711
	Iteration 10Q: 3 clusters Score -434968.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -435018.718750 Penalty: 816.678711
	Iteration 11Q: 3 clusters Score -435018.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -435049.000000 Penalty: 816.678711
	Iteration 12Q: 3 clusters Score -435049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -435072.593750 Penalty: 816.678711
	Iteration 13Q: 3 clusters Score -435072.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -435093.750000 Penalty: 816.678711
	Iteration 14Q: 3 clusters Score -435093.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -435110.656250 Penalty: 816.678711
	Iteration 15Q: 3 clusters Score -435110.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -435116.812500 Penalty: 816.678711
	Iteration 16Q: 3 clusters Score -435116.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -435119.843750 Penalty: 816.678711
	Iteration 17Q: 3 clusters Score -435119.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -435122.187500 Penalty: 816.678711
	Iteration 18Q: 3 clusters Score -435122.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -435122.750000 Penalty: 816.678711
	Iteration 19Q: 3 clusters Score -435122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -435124.437500 Penalty: 816.678711
	Iteration 20F: 3 clusters Score -435124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -435124.375000 Penalty: 816.678711
	Iteration 21Q: 3 clusters Score -435124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -435125.375000 Penalty: 816.678711
	Iteration 22Q: 3 clusters Score -435125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -435126.031250 Penalty: 816.678711
	Iteration 23Q: 3 clusters Score -435126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -435127.718750 Penalty: 816.678711
	Iteration 24Q: 3 clusters Score -435127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -435128.343750 Penalty: 816.678711
	Iteration 25Q: 3 clusters Score -435128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -435128.875000 Penalty: 816.678711
	Iteration 26Q: 3 clusters Score -435128.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -435127.812500 Penalty: 816.678711
	Iteration 27Q: 3 clusters Score -435127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -435128.843750 Penalty: 816.678711
	Iteration 28Q: 3 clusters Score -435128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -435130.062500 Penalty: 816.678711
	Iteration 29Q: 3 clusters Score -435130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -435131.781250 Penalty: 816.678711
	Iteration 30Q: 3 clusters Score -435131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -435132.281250 Penalty: 816.678711
	Iteration 31Q: 3 clusters Score -435132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -435132.593750 Penalty: 816.678711
	Iteration 32Q: 3 clusters Score -435132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -435132.718750 Penalty: 816.678711
	Iteration 33Q: 3 clusters Score -435132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -435132.937500 Penalty: 816.678711
	Iteration 34Q: 3 clusters Score -435132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -435133.250000 Penalty: 816.678711
	Iteration 35Q: 3 clusters Score -435133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -435133.218750 Penalty: 816.678711
	Iteration 36Q: 3 clusters Score -435133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -435133.218750 Penalty: 816.678711
	Iteration 37F: 3 clusters Score -435133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 11 contains 24096 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
Score: -23011800.000000 Penalty: 9993.995117
Splitting cluster 4 changes total score from -23012640.000000 to -23011800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -150018.046875 Penalty: 362.353271
	Iteration 0F: 2 clusters Score -150018 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 1431 members 
Entering Unmasked Estep 
Score: -148084.484375 Penalty: 724.706543
	Iteration 0F: 3 clusters Score -148084.5 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -148905.968750 Penalty: 724.706543
	Iteration 1F: 3 clusters Score -148906 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -149163.828125 Penalty: 724.706543
	Iteration 2F: 3 clusters Score -149163.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -149340.859375 Penalty: 724.706543
	Iteration 3F: 3 clusters Score -149340.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -149447.531250 Penalty: 724.706543
	Iteration 4F: 3 clusters Score -149447.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -149517.937500 Penalty: 724.706543
	Iteration 5Q: 3 clusters Score -149517.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -149598.531250 Penalty: 724.706543
	Iteration 6Q: 3 clusters Score -149598.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -149660.625000 Penalty: 724.706543
	Iteration 7Q: 3 clusters Score -149660.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -149713.312500 Penalty: 724.706543
	Iteration 8Q: 3 clusters Score -149713.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -149749.906250 Penalty: 724.706543
	Iteration 9Q: 3 clusters Score -149749.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -149784.187500 Penalty: 724.706543
	Iteration 10Q: 3 clusters Score -149784.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -149815.546875 Penalty: 724.706543
	Iteration 11Q: 3 clusters Score -149815.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -149839.718750 Penalty: 724.706543
	Iteration 12Q: 3 clusters Score -149839.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -149859.593750 Penalty: 724.706543
	Iteration 13Q: 3 clusters Score -149859.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -149872.781250 Penalty: 724.706543
	Iteration 14Q: 3 clusters Score -149872.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -149880.453125 Penalty: 724.706543
	Iteration 15Q: 3 clusters Score -149880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -149884.968750 Penalty: 724.706543
	Iteration 16Q: 3 clusters Score -149885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -149889.609375 Penalty: 724.706543
	Iteration 17Q: 3 clusters Score -149889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -149891.031250 Penalty: 724.706543
	Iteration 18Q: 3 clusters Score -149891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -149892.906250 Penalty: 724.706543
	Iteration 19Q: 3 clusters Score -149892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -149894.593750 Penalty: 724.706543
	Iteration 20F: 3 clusters Score -149894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -149894.937500 Penalty: 724.706543
	Iteration 21Q: 3 clusters Score -149894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -149895.546875 Penalty: 724.706543
	Iteration 22Q: 3 clusters Score -149895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -149896.484375 Penalty: 724.706543
	Iteration 23Q: 3 clusters Score -149896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -149899.000000 Penalty: 724.706543
	Iteration 24Q: 3 clusters Score -149899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -149899.843750 Penalty: 724.706543
	Iteration 25Q: 3 clusters Score -149899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -149900.203125 Penalty: 724.706543
	Iteration 26Q: 3 clusters Score -149900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -149901.546875 Penalty: 724.706543
	Iteration 27Q: 3 clusters Score -149901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -149903.000000 Penalty: 724.706543
	Iteration 28Q: 3 clusters Score -149903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -149904.265625 Penalty: 724.706543
	Iteration 29Q: 3 clusters Score -149904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -149904.796875 Penalty: 724.706543
	Iteration 30Q: 3 clusters Score -149904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -149904.796875 Penalty: 724.706543
	Iteration 31F: 3 clusters Score -149904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Entering Unmasked Estep 
Score: -3713851.000000 Penalty: 503.339661
	Iteration 0F: 2 clusters Score -3713851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -3671136.250000 Penalty: 1006.679321
	Iteration 0F: 3 clusters Score -3671136 nChanged 30932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3689237.000000 Penalty: 1006.679321
	Iteration 1F: 3 clusters Score -3689237 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -3690048.500000 Penalty: 1006.679321
	Iteration 2Q: 3 clusters Score -3690048 nChanged 2883
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3691232 nChanged 3276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -3693111 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3696336 nChanged 4294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -3700312.750000 Penalty: 1006.679321
	Iteration 6F: 3 clusters Score -3700313 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3703135 nChanged 3164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -3704581.500000 Penalty: 1006.679321
	Iteration 8Q: 3 clusters Score -3704582 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3705216 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3705586 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -3705832.500000 Penalty: 1006.679321
	Iteration 11Q: 3 clusters Score -3705832 nChanged 922
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3706066 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -3706262.500000 Penalty: 1006.679321
	Iteration 13Q: 3 clusters Score -3706262 nChanged 869
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3706494 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3706684 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3706900 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3707056 nChanged 857
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3707300 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3707510 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3707730 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -3707921.250000 Penalty: 1006.679321
	Iteration 21Q: 3 clusters Score -3707921 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3708155.000000 Penalty: 1006.679321
	Iteration 22Q: 3 clusters Score -3708155 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3708385 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3708562 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3708688 nChanged 598
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3708800 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3708899.500000 Penalty: 1006.679321
	Iteration 27Q: 3 clusters Score -3708900 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -3708963.000000 Penalty: 1006.679321
	Iteration 28Q: 3 clusters Score -3708963 nChanged 450
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -3709014.000000 Penalty: 1006.679321
	Iteration 29Q: 3 clusters Score -3709014 nChanged 407
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Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3709082 nChanged 403
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Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3709123 nChanged 370
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Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -3709181.500000 Penalty: 1006.679321
	Iteration 32Q: 3 clusters Score -3709182 nChanged 365
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Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3709230.500000 Penalty: 1006.679321
	Iteration 33Q: 3 clusters Score -3709230 nChanged 390
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Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3709269 nChanged 383
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Mstep: Class 1 contains 32083 members 
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Entering Unmasked Estep 
Score: -3709297.250000 Penalty: 1006.679321
	Iteration 35Q: 3 clusters Score -3709297 nChanged 389
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Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3709331.500000 Penalty: 1006.679321
	Iteration 36Q: 3 clusters Score -3709332 nChanged 380
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Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3709364.000000 Penalty: 1006.679321
	Iteration 37Q: 3 clusters Score -3709364 nChanged 387
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Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3709411.000000 Penalty: 1006.679321
	Iteration 38Q: 3 clusters Score -3709411 nChanged 438
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Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3709447 nChanged 454
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3709513.750000 Penalty: 1006.679321
	Iteration 40F: 3 clusters Score -3709514 nChanged 450
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Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3709559.250000 Penalty: 1006.679321
	Iteration 41Q: 3 clusters Score -3709559 nChanged 460
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3709632.500000 Penalty: 1006.679321
	Iteration 42Q: 3 clusters Score -3709632 nChanged 475
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Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3709690.500000 Penalty: 1006.679321
	Iteration 43Q: 3 clusters Score -3709690 nChanged 466
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Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3709753.000000 Penalty: 1006.679321
	Iteration 44Q: 3 clusters Score -3709753 nChanged 499
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Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3709839.000000 Penalty: 1006.679321
	Iteration 45Q: 3 clusters Score -3709839 nChanged 521
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Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3709898 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3710028 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3710098 nChanged 600
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Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3710205 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3710334.750000 Penalty: 1006.679321
	Iteration 50Q: 3 clusters Score -3710335 nChanged 660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3710484 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3710668 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3710856 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3711020.750000 Penalty: 1006.679321
	Iteration 54Q: 3 clusters Score -3711021 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3711202 nChanged 707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3711426 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3711624 nChanged 641
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Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3711861 nChanged 569
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Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3712057.750000 Penalty: 1006.679321
	Iteration 59Q: 3 clusters Score -3712058 nChanged 527
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Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3712238.250000 Penalty: 1006.679321
	Iteration 60F: 3 clusters Score -3712238 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3712391 nChanged 477
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Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3712507 nChanged 449
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Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3712629.250000 Penalty: 1006.679321
	Iteration 63Q: 3 clusters Score -3712629 nChanged 416
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Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3712695 nChanged 374
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Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3712786 nChanged 383
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Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3712864 nChanged 342
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Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3712956 nChanged 313
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Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3713012 nChanged 293
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Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3713058 nChanged 306
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Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3713104.500000 Penalty: 1006.679321
	Iteration 70Q: 3 clusters Score -3713104 nChanged 282
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Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3713162.250000 Penalty: 1006.679321
	Iteration 71Q: 3 clusters Score -3713162 nChanged 247
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Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3713199.000000 Penalty: 1006.679321
	Iteration 72Q: 3 clusters Score -3713199 nChanged 227
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Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3713196 nChanged 227
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Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3713210 nChanged 226
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Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3713231.250000 Penalty: 1006.679321
	Iteration 75Q: 3 clusters Score -3713231 nChanged 195
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Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3713253 nChanged 200
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3713273 nChanged 184
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Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3713284 nChanged 158
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Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3713293 nChanged 142
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Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3713296 nChanged 132
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Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3713312 nChanged 122
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Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3713321 nChanged 123
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Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3713326 nChanged 109
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Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3713328 nChanged 104
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Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3713343 nChanged 106
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Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3713362 nChanged 94
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Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3713366 nChanged 101
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Mstep: Class 1 contains 52748 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3713383 nChanged 86
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Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3713378 nChanged 82
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Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3713380 nChanged 81
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Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3713382 nChanged 84
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3713384 nChanged 94
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Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3713391 nChanged 90
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3713396 nChanged 69
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Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3713394 nChanged 62
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Mstep: Class 2 contains 10273 members 
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	Iteration 102Q: 3 clusters Score -3713418 nChanged 38
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	Iteration 103Q: 3 clusters Score -3713424 nChanged 40
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	Iteration 104Q: 3 clusters Score -3713428 nChanged 49
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	Iteration 108Q: 3 clusters Score -3713453 nChanged 66
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	Iteration 110Q: 3 clusters Score -3713460 nChanged 68
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	Iteration 111Q: 3 clusters Score -3713465 nChanged 69
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	Iteration 112Q: 3 clusters Score -3713470 nChanged 76
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	Iteration 114Q: 3 clusters Score -3713479 nChanged 85
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	Iteration 115Q: 3 clusters Score -3713492 nChanged 68
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	Iteration 117Q: 3 clusters Score -3713496 nChanged 67
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	Iteration 120F: 3 clusters Score -3713507 nChanged 55
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	Iteration 123Q: 3 clusters Score -3713512 nChanged 55
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	Iteration 124Q: 3 clusters Score -3713516 nChanged 57
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	Iteration 125Q: 3 clusters Score -3713522 nChanged 57
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	Iteration 127Q: 3 clusters Score -3713530 nChanged 41
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	Iteration 128Q: 3 clusters Score -3713533 nChanged 36
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	Iteration 136Q: 3 clusters Score -3713542 nChanged 22
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	Iteration 140F: 3 clusters Score -3713547 nChanged 20
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	Iteration 142Q: 3 clusters Score -3713548 nChanged 18
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	Iteration 143Q: 3 clusters Score -3713542 nChanged 17
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	Iteration 144Q: 3 clusters Score -3713538 nChanged 12
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	Iteration 145Q: 3 clusters Score -3713539 nChanged 14
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	Iteration 146Q: 3 clusters Score -3713540 nChanged 13
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	Iteration 148Q: 3 clusters Score -3713542 nChanged 17
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	Iteration 150Q: 3 clusters Score -3713545 nChanged 19
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	Iteration 152Q: 3 clusters Score -3713550 nChanged 23
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	Iteration 157Q: 3 clusters Score -3713541 nChanged 13
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	Iteration 158Q: 3 clusters Score -3713544 nChanged 16
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	Iteration 159Q: 3 clusters Score -3713548 nChanged 12
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	Iteration 160F: 3 clusters Score -3713543 nChanged 10
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	Iteration 162Q: 3 clusters Score -3713540 nChanged 16
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	Iteration 163Q: 3 clusters Score -3713546 nChanged 15
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	Iteration 164Q: 3 clusters Score -3713543 nChanged 16
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	Iteration 165Q: 3 clusters Score -3713543 nChanged 12
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	Iteration 166Q: 3 clusters Score -3713546 nChanged 16
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	Iteration 167Q: 3 clusters Score -3713542 nChanged 17
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	Iteration 168Q: 3 clusters Score -3713546 nChanged 11
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	Iteration 169Q: 3 clusters Score -3713546 nChanged 12
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	Iteration 177Q: 3 clusters Score -3713551 nChanged 13
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	Iteration 178Q: 3 clusters Score -3713549 nChanged 9
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	Iteration 179Q: 3 clusters Score -3713558 nChanged 12
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	Iteration 180F: 3 clusters Score -3713561 nChanged 11
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	Iteration 181Q: 3 clusters Score -3713559 nChanged 10
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	Iteration 182Q: 3 clusters Score -3713556 nChanged 11
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	Iteration 183Q: 3 clusters Score -3713552 nChanged 7
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	Iteration 184Q: 3 clusters Score -3713548 nChanged 6
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	Iteration 186Q: 3 clusters Score -3713548 nChanged 8
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	Iteration 187Q: 3 clusters Score -3713540 nChanged 11
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	Iteration 189Q: 3 clusters Score -3713547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3713546.750000 Penalty: 1006.679321
	Iteration 190Q: 3 clusters Score -3713547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3713547.250000 Penalty: 1006.679321
	Iteration 191Q: 3 clusters Score -3713547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3713544.250000 Penalty: 1006.679321
	Iteration 192Q: 3 clusters Score -3713544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3713549.250000 Penalty: 1006.679321
	Iteration 193Q: 3 clusters Score -3713549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3713549.750000 Penalty: 1006.679321
	Iteration 194Q: 3 clusters Score -3713550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3713547.500000 Penalty: 1006.679321
	Iteration 195Q: 3 clusters Score -3713548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3713550.750000 Penalty: 1006.679321
	Iteration 196Q: 3 clusters Score -3713551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3713549.750000 Penalty: 1006.679321
	Iteration 197Q: 3 clusters Score -3713550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3713548.250000 Penalty: 1006.679321
	Iteration 198Q: 3 clusters Score -3713548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3713546.250000 Penalty: 1006.679321
	Iteration 199Q: 3 clusters Score -3713546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3713547.500000 Penalty: 1006.679321
	Iteration 200F: 3 clusters Score -3713548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3713551.250000 Penalty: 1006.679321
	Iteration 201Q: 3 clusters Score -3713551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3713548.750000 Penalty: 1006.679321
	Iteration 202Q: 3 clusters Score -3713549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3713545.750000 Penalty: 1006.679321
	Iteration 203Q: 3 clusters Score -3713546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3713547.750000 Penalty: 1006.679321
	Iteration 204Q: 3 clusters Score -3713548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3713549.500000 Penalty: 1006.679321
	Iteration 205Q: 3 clusters Score -3713550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3713550.750000 Penalty: 1006.679321
	Iteration 206Q: 3 clusters Score -3713551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3713549.500000 Penalty: 1006.679321
	Iteration 207Q: 3 clusters Score -3713550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3713550.000000 Penalty: 1006.679321
	Iteration 208Q: 3 clusters Score -3713550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3713548.500000 Penalty: 1006.679321
	Iteration 209Q: 3 clusters Score -3713548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3713548.250000 Penalty: 1006.679321
	Iteration 210Q: 3 clusters Score -3713548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3713547.500000 Penalty: 1006.679321
	Iteration 211Q: 3 clusters Score -3713548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3713545.000000 Penalty: 1006.679321
	Iteration 212Q: 3 clusters Score -3713545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3713545.000000 Penalty: 1006.679321
	Iteration 213F: 3 clusters Score -3713545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -39889.761719 Penalty: 302.114349
	Iteration 0F: 2 clusters Score -39889.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39233.558594 Penalty: 604.228699
	Iteration 0F: 3 clusters Score -39233.56 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39420.000000 Penalty: 604.228699
	Iteration 1F: 3 clusters Score -39420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39458.050781 Penalty: 604.228699
	Iteration 2F: 3 clusters Score -39458.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39482.238281 Penalty: 604.228699
	Iteration 3Q: 3 clusters Score -39482.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -39498.218750 Penalty: 604.228699
	Iteration 4Q: 3 clusters Score -39498.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39510.656250 Penalty: 604.228699
	Iteration 5Q: 3 clusters Score -39510.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39517.113281 Penalty: 604.228699
	Iteration 6Q: 3 clusters Score -39517.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39525.308594 Penalty: 604.228699
	Iteration 7Q: 3 clusters Score -39525.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39539.894531 Penalty: 604.228699
	Iteration 8Q: 3 clusters Score -39539.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39549.863281 Penalty: 604.228699
	Iteration 9Q: 3 clusters Score -39549.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39559.882812 Penalty: 604.228699
	Iteration 10Q: 3 clusters Score -39559.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39575.027344 Penalty: 604.228699
	Iteration 11Q: 3 clusters Score -39575.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39588.800781 Penalty: 604.228699
	Iteration 12Q: 3 clusters Score -39588.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39604.121094 Penalty: 604.228699
	Iteration 13Q: 3 clusters Score -39604.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39615.730469 Penalty: 604.228699
	Iteration 14Q: 3 clusters Score -39615.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39625.339844 Penalty: 604.228699
	Iteration 15Q: 3 clusters Score -39625.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39638.800781 Penalty: 604.228699
	Iteration 16Q: 3 clusters Score -39638.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39653.125000 Penalty: 604.228699
	Iteration 17Q: 3 clusters Score -39653.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -39662.613281 Penalty: 604.228699
	Iteration 18Q: 3 clusters Score -39662.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39665.222656 Penalty: 604.228699
	Iteration 19Q: 3 clusters Score -39665.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39667.410156 Penalty: 604.228699
	Iteration 20F: 3 clusters Score -39667.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39669.070312 Penalty: 604.228699
	Iteration 21Q: 3 clusters Score -39669.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39670.179688 Penalty: 604.228699
	Iteration 22Q: 3 clusters Score -39670.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39670.394531 Penalty: 604.228699
	Iteration 23Q: 3 clusters Score -39670.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39670.722656 Penalty: 604.228699
	Iteration 24Q: 3 clusters Score -39670.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39671.289062 Penalty: 604.228699
	Iteration 25Q: 3 clusters Score -39671.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39671.714844 Penalty: 604.228699
	Iteration 26Q: 3 clusters Score -39671.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39672.828125 Penalty: 604.228699
	Iteration 27Q: 3 clusters Score -39672.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39673.613281 Penalty: 604.228699
	Iteration 28Q: 3 clusters Score -39673.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39674.523438 Penalty: 604.228699
	Iteration 29Q: 3 clusters Score -39674.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39675.585938 Penalty: 604.228699
	Iteration 30Q: 3 clusters Score -39675.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39675.585938 Penalty: 604.228699
	Iteration 31F: 3 clusters Score -39675.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -201315.546875 Penalty: 374.600220
	Iteration 0F: 2 clusters Score -201315.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -198733.906250 Penalty: 749.200439
	Iteration 0F: 3 clusters Score -198733.9 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -199851.828125 Penalty: 749.200439
	Iteration 1F: 3 clusters Score -199851.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -200193.546875 Penalty: 749.200439
	Iteration 2F: 3 clusters Score -200193.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -200626.203125 Penalty: 749.200439
	Iteration 3F: 3 clusters Score -200626.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -201348.640625 Penalty: 749.200439
	Iteration 4F: 3 clusters Score -201348.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -202708.875000 Penalty: 749.200439
	Iteration 5F: 3 clusters Score -202708.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -204575.656250 Penalty: 749.200439
	Iteration 6F: 3 clusters Score -204575.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -206622.250000 Penalty: 749.200439
	Iteration 7F: 3 clusters Score -206622.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -207216.859375 Penalty: 749.200439
	Iteration 8Q: 3 clusters Score -207216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -207217.171875 Penalty: 749.200439
	Iteration 9Q: 3 clusters Score -207217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -207217.171875 Penalty: 749.200439
	Iteration 10F: 3 clusters Score -207217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 11 contains 24096 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
Score: -23017422.000000 Penalty: 9993.995117
Splitting cluster 8 changes total score from -23012640.000000 to -23017422.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (24096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Entering Unmasked Estep 
Score: -1331979.625000 Penalty: 459.085938
	Iteration 0F: 2 clusters Score -1331980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1315849.250000 Penalty: 918.171875
	Iteration 0F: 3 clusters Score -1315849 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1322527.250000 Penalty: 918.171875
	Iteration 1F: 3 clusters Score -1322527 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1323090.375000 Penalty: 918.171875
	Iteration 2Q: 3 clusters Score -1323090 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1323999.125000 Penalty: 918.171875
	Iteration 3F: 3 clusters Score -1323999 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1325110.875000 Penalty: 918.171875
	Iteration 4F: 3 clusters Score -1325111 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1326248.875000 Penalty: 918.171875
	Iteration 5F: 3 clusters Score -1326249 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1327104.500000 Penalty: 918.171875
	Iteration 6F: 3 clusters Score -1327104 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1327663.000000 Penalty: 918.171875
	Iteration 7Q: 3 clusters Score -1327663 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1328021.625000 Penalty: 918.171875
	Iteration 8Q: 3 clusters Score -1328022 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1328287.000000 Penalty: 918.171875
	Iteration 9Q: 3 clusters Score -1328287 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1328497.000000 Penalty: 918.171875
	Iteration 10Q: 3 clusters Score -1328497 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1328678.375000 Penalty: 918.171875
	Iteration 11Q: 3 clusters Score -1328678 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1328825.375000 Penalty: 918.171875
	Iteration 12Q: 3 clusters Score -1328825 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1328941.875000 Penalty: 918.171875
	Iteration 13Q: 3 clusters Score -1328942 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1329056.000000 Penalty: 918.171875
	Iteration 14Q: 3 clusters Score -1329056 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1329175.625000 Penalty: 918.171875
	Iteration 15Q: 3 clusters Score -1329176 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1329303.625000 Penalty: 918.171875
	Iteration 16Q: 3 clusters Score -1329304 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1329456.125000 Penalty: 918.171875
	Iteration 17Q: 3 clusters Score -1329456 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1329621.375000 Penalty: 918.171875
	Iteration 18Q: 3 clusters Score -1329621 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1329803.375000 Penalty: 918.171875
	Iteration 19Q: 3 clusters Score -1329803 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1329974.000000 Penalty: 918.171875
	Iteration 20F: 3 clusters Score -1329974 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1330166.250000 Penalty: 918.171875
	Iteration 21Q: 3 clusters Score -1330166 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1330386.000000 Penalty: 918.171875
	Iteration 22Q: 3 clusters Score -1330386 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1330591.375000 Penalty: 918.171875
	Iteration 23Q: 3 clusters Score -1330591 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1330768.875000 Penalty: 918.171875
	Iteration 24Q: 3 clusters Score -1330769 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1330930.250000 Penalty: 918.171875
	Iteration 25Q: 3 clusters Score -1330930 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1331081.375000 Penalty: 918.171875
	Iteration 26Q: 3 clusters Score -1331081 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1331215.625000 Penalty: 918.171875
	Iteration 27Q: 3 clusters Score -1331216 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1331347.625000 Penalty: 918.171875
	Iteration 28Q: 3 clusters Score -1331348 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1331452.250000 Penalty: 918.171875
	Iteration 29Q: 3 clusters Score -1331452 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1331531.375000 Penalty: 918.171875
	Iteration 30Q: 3 clusters Score -1331531 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1331595.375000 Penalty: 918.171875
	Iteration 31Q: 3 clusters Score -1331595 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1331650.125000 Penalty: 918.171875
	Iteration 32Q: 3 clusters Score -1331650 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1331700.875000 Penalty: 918.171875
	Iteration 33Q: 3 clusters Score -1331701 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1331747.000000 Penalty: 918.171875
	Iteration 34Q: 3 clusters Score -1331747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1331777.250000 Penalty: 918.171875
	Iteration 35Q: 3 clusters Score -1331777 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1331815.125000 Penalty: 918.171875
	Iteration 36Q: 3 clusters Score -1331815 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1331840.500000 Penalty: 918.171875
	Iteration 37Q: 3 clusters Score -1331840 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1331865.125000 Penalty: 918.171875
	Iteration 38Q: 3 clusters Score -1331865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1331884.875000 Penalty: 918.171875
	Iteration 39Q: 3 clusters Score -1331885 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1331909.500000 Penalty: 918.171875
	Iteration 40F: 3 clusters Score -1331910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1331933.375000 Penalty: 918.171875
	Iteration 41Q: 3 clusters Score -1331933 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1331952.875000 Penalty: 918.171875
	Iteration 42Q: 3 clusters Score -1331953 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1331967.625000 Penalty: 918.171875
	Iteration 43Q: 3 clusters Score -1331968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1331978.250000 Penalty: 918.171875
	Iteration 44Q: 3 clusters Score -1331978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1331996.750000 Penalty: 918.171875
	Iteration 45Q: 3 clusters Score -1331997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1332004.375000 Penalty: 918.171875
	Iteration 46Q: 3 clusters Score -1332004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1332019.500000 Penalty: 918.171875
	Iteration 47Q: 3 clusters Score -1332020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1332029.375000 Penalty: 918.171875
	Iteration 48Q: 3 clusters Score -1332029 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1332038.750000 Penalty: 918.171875
	Iteration 49Q: 3 clusters Score -1332039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1332048.750000 Penalty: 918.171875
	Iteration 50Q: 3 clusters Score -1332049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1332056.750000 Penalty: 918.171875
	Iteration 51Q: 3 clusters Score -1332057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1332062.250000 Penalty: 918.171875
	Iteration 52Q: 3 clusters Score -1332062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1332066.250000 Penalty: 918.171875
	Iteration 53Q: 3 clusters Score -1332066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1332066.750000 Penalty: 918.171875
	Iteration 54Q: 3 clusters Score -1332067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1332071.875000 Penalty: 918.171875
	Iteration 55Q: 3 clusters Score -1332072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1332080.125000 Penalty: 918.171875
	Iteration 56Q: 3 clusters Score -1332080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1332083.750000 Penalty: 918.171875
	Iteration 57Q: 3 clusters Score -1332084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1332084.250000 Penalty: 918.171875
	Iteration 58Q: 3 clusters Score -1332084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1332088.750000 Penalty: 918.171875
	Iteration 59Q: 3 clusters Score -1332089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1332090.375000 Penalty: 918.171875
	Iteration 60F: 3 clusters Score -1332090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1332091.625000 Penalty: 918.171875
	Iteration 61Q: 3 clusters Score -1332092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1332093.000000 Penalty: 918.171875
	Iteration 62Q: 3 clusters Score -1332093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1332096.250000 Penalty: 918.171875
	Iteration 63Q: 3 clusters Score -1332096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1332099.375000 Penalty: 918.171875
	Iteration 64Q: 3 clusters Score -1332099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1332102.000000 Penalty: 918.171875
	Iteration 65Q: 3 clusters Score -1332102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1332100.250000 Penalty: 918.171875
	Iteration 66Q: 3 clusters Score -1332100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1332100.625000 Penalty: 918.171875
	Iteration 67Q: 3 clusters Score -1332101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1332102.500000 Penalty: 918.171875
	Iteration 68Q: 3 clusters Score -1332102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1332102.750000 Penalty: 918.171875
	Iteration 69Q: 3 clusters Score -1332103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1332101.125000 Penalty: 918.171875
	Iteration 70Q: 3 clusters Score -1332101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1332101.375000 Penalty: 918.171875
	Iteration 71Q: 3 clusters Score -1332101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1332100.375000 Penalty: 918.171875
	Iteration 72Q: 3 clusters Score -1332100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1332101.250000 Penalty: 918.171875
	Iteration 73Q: 3 clusters Score -1332101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1332101.250000 Penalty: 918.171875
	Iteration 74F: 3 clusters Score -1332101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
Score: -23017464.000000 Penalty: 10581.876953
Splitting cluster 11 changes total score from -23012640.000000 to -23017464.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 13 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -124502.835938 Penalty: 347.559937
	Iteration 0F: 2 clusters Score -124502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -123104.296875 Penalty: 695.119873
	Iteration 0F: 3 clusters Score -123104.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -124150.468750 Penalty: 695.119873
	Iteration 1F: 3 clusters Score -124150.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124422.015625 Penalty: 695.119873
	Iteration 2F: 3 clusters Score -124422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124555.890625 Penalty: 695.119873
	Iteration 3F: 3 clusters Score -124555.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124630.460938 Penalty: 695.119873
	Iteration 4F: 3 clusters Score -124630.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124662.453125 Penalty: 695.119873
	Iteration 5Q: 3 clusters Score -124662.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124677.421875 Penalty: 695.119873
	Iteration 6Q: 3 clusters Score -124677.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -124686.585938 Penalty: 695.119873
	Iteration 7Q: 3 clusters Score -124686.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -124695.828125 Penalty: 695.119873
	Iteration 8Q: 3 clusters Score -124695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124700.640625 Penalty: 695.119873
	Iteration 9Q: 3 clusters Score -124700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -124703.757812 Penalty: 695.119873
	Iteration 10Q: 3 clusters Score -124703.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -124708.664062 Penalty: 695.119873
	Iteration 11Q: 3 clusters Score -124708.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124710.476562 Penalty: 695.119873
	Iteration 12Q: 3 clusters Score -124710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124711.578125 Penalty: 695.119873
	Iteration 13Q: 3 clusters Score -124711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124712.070312 Penalty: 695.119873
	Iteration 14Q: 3 clusters Score -124712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124712.601562 Penalty: 695.119873
	Iteration 15Q: 3 clusters Score -124712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124712.601562 Penalty: 695.119873
	Iteration 16F: 3 clusters Score -124712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
Score: -23017416.000000 Penalty: 11169.758789
Splitting cluster 13 changes total score from -23012640.000000 to -23017416.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -57921.722656 Penalty: 319.051270
	Iteration 0F: 2 clusters Score -57921.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57038.265625 Penalty: 638.102539
	Iteration 0F: 3 clusters Score -57038.27 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -57320.011719 Penalty: 638.102539
	Iteration 1F: 3 clusters Score -57320.01 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57407.683594 Penalty: 638.102539
	Iteration 2F: 3 clusters Score -57407.68 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -57475.949219 Penalty: 638.102539
	Iteration 3F: 3 clusters Score -57475.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -57521.023438 Penalty: 638.102539
	Iteration 4F: 3 clusters Score -57521.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -57557.132812 Penalty: 638.102539
	Iteration 5Q: 3 clusters Score -57557.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -57584.496094 Penalty: 638.102539
	Iteration 6Q: 3 clusters Score -57584.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -57614.179688 Penalty: 638.102539
	Iteration 7Q: 3 clusters Score -57614.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -57640.003906 Penalty: 638.102539
	Iteration 8Q: 3 clusters Score -57640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -57666.812500 Penalty: 638.102539
	Iteration 9Q: 3 clusters Score -57666.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -57678.921875 Penalty: 638.102539
	Iteration 10Q: 3 clusters Score -57678.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -57685.710938 Penalty: 638.102539
	Iteration 11Q: 3 clusters Score -57685.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -57690.390625 Penalty: 638.102539
	Iteration 12Q: 3 clusters Score -57690.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -57692.890625 Penalty: 638.102539
	Iteration 13Q: 3 clusters Score -57692.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -57693.496094 Penalty: 638.102539
	Iteration 14Q: 3 clusters Score -57693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -57693.695312 Penalty: 638.102539
	Iteration 15Q: 3 clusters Score -57693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -57693.695312 Penalty: 638.102539
	Iteration 16F: 3 clusters Score -57693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -56784.917969 Penalty: 321.949310
	Iteration 0F: 2 clusters Score -56784.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -55979.320312 Penalty: 643.898621
	Iteration 0F: 3 clusters Score -55979.32 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -57268.988281 Penalty: 643.898621
	Iteration 1F: 3 clusters Score -57268.99 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58935.953125 Penalty: 643.898621
	Iteration 2F: 3 clusters Score -58935.95 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60013.113281 Penalty: 643.898621
	Iteration 3F: 3 clusters Score -60013.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60056.375000 Penalty: 643.898621
	Iteration 4Q: 3 clusters Score -60056.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60060.558594 Penalty: 643.898621
	Iteration 5Q: 3 clusters Score -60060.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60060.558594 Penalty: 643.898621
	Iteration 6F: 3 clusters Score -60060.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
Score: -23020394.000000 Penalty: 11757.640625
Splitting cluster 16 changes total score from -23012640.000000 to -23020394.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 18 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -9157.730469 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -9157.73 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 136 members 
Entering Unmasked Estep 
Score: -8885.624023 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -8885.624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9040.921875 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -9040.922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9092.083984 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -9092.084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9110.997070 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -9110.997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9118.939453 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -9118.939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9131.487305 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -9131.487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9151.969727 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -9151.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9155.330078 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -9155.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9155.330078 Penalty: 498.738159
	Iteration 8F: 3 clusters Score -9155.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Entering Unmasked Estep 
Score: -4178209.250000 Penalty: 508.501465
	Iteration 0F: 2 clusters Score -4178209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4130308.750000 Penalty: 1017.002930
	Iteration 0F: 3 clusters Score -4130309 nChanged 34571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -4151692.000000 Penalty: 1017.002930
	Iteration 1F: 3 clusters Score -4151692 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -4153908.750000 Penalty: 1017.002930
	Iteration 2F: 3 clusters Score -4153909 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -4157440.250000 Penalty: 1017.002930
	Iteration 3F: 3 clusters Score -4157440 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -4162278.250000 Penalty: 1017.002930
	Iteration 4F: 3 clusters Score -4162278 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -4167091.250000 Penalty: 1017.002930
	Iteration 5F: 3 clusters Score -4167091 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -4170863.500000 Penalty: 1017.002930
	Iteration 6F: 3 clusters Score -4170864 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -4173126.250000 Penalty: 1017.002930
	Iteration 7Q: 3 clusters Score -4173126 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -4174325.250000 Penalty: 1017.002930
	Iteration 8Q: 3 clusters Score -4174325 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -4175065.750000 Penalty: 1017.002930
	Iteration 9Q: 3 clusters Score -4175066 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -4175565.500000 Penalty: 1017.002930
	Iteration 10Q: 3 clusters Score -4175566 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -4175961.000000 Penalty: 1017.002930
	Iteration 11Q: 3 clusters Score -4175961 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -4176285.000000 Penalty: 1017.002930
	Iteration 12Q: 3 clusters Score -4176285 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -4176600.750000 Penalty: 1017.002930
	Iteration 13Q: 3 clusters Score -4176601 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -4176844.500000 Penalty: 1017.002930
	Iteration 14Q: 3 clusters Score -4176844 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -4177025.500000 Penalty: 1017.002930
	Iteration 15Q: 3 clusters Score -4177026 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -4177158.000000 Penalty: 1017.002930
	Iteration 16Q: 3 clusters Score -4177158 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -4177288.500000 Penalty: 1017.002930
	Iteration 17Q: 3 clusters Score -4177288 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -4177387.750000 Penalty: 1017.002930
	Iteration 18Q: 3 clusters Score -4177388 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -4177466.250000 Penalty: 1017.002930
	Iteration 19Q: 3 clusters Score -4177466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -4177536.750000 Penalty: 1017.002930
	Iteration 20F: 3 clusters Score -4177537 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -4177590.750000 Penalty: 1017.002930
	Iteration 21Q: 3 clusters Score -4177591 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -4177637.250000 Penalty: 1017.002930
	Iteration 22Q: 3 clusters Score -4177637 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -4177669.500000 Penalty: 1017.002930
	Iteration 23Q: 3 clusters Score -4177670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -4177709.500000 Penalty: 1017.002930
	Iteration 24Q: 3 clusters Score -4177710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -4177728.500000 Penalty: 1017.002930
	Iteration 25Q: 3 clusters Score -4177728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -4177736.750000 Penalty: 1017.002930
	Iteration 26Q: 3 clusters Score -4177737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -4177750.750000 Penalty: 1017.002930
	Iteration 27Q: 3 clusters Score -4177751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -4177769.500000 Penalty: 1017.002930
	Iteration 28Q: 3 clusters Score -4177770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -4177779.000000 Penalty: 1017.002930
	Iteration 29Q: 3 clusters Score -4177779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -4177794.500000 Penalty: 1017.002930
	Iteration 30Q: 3 clusters Score -4177794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -4177804.000000 Penalty: 1017.002930
	Iteration 31Q: 3 clusters Score -4177804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -4177816.000000 Penalty: 1017.002930
	Iteration 32Q: 3 clusters Score -4177816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -4177823.500000 Penalty: 1017.002930
	Iteration 33Q: 3 clusters Score -4177824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -4177834.000000 Penalty: 1017.002930
	Iteration 34Q: 3 clusters Score -4177834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -4177837.250000 Penalty: 1017.002930
	Iteration 35Q: 3 clusters Score -4177837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -4177837.500000 Penalty: 1017.002930
	Iteration 36Q: 3 clusters Score -4177838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -4177843.250000 Penalty: 1017.002930
	Iteration 37Q: 3 clusters Score -4177843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -4177848.000000 Penalty: 1017.002930
	Iteration 38Q: 3 clusters Score -4177848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -4177857.000000 Penalty: 1017.002930
	Iteration 39Q: 3 clusters Score -4177857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -4177863.250000 Penalty: 1017.002930
	Iteration 40F: 3 clusters Score -4177863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -4177868.500000 Penalty: 1017.002930
	Iteration 41Q: 3 clusters Score -4177868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -4177869.000000 Penalty: 1017.002930
	Iteration 42Q: 3 clusters Score -4177869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -4177869.000000 Penalty: 1017.002930
	Iteration 43Q: 3 clusters Score -4177869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -4177870.750000 Penalty: 1017.002930
	Iteration 44Q: 3 clusters Score -4177871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -4177872.250000 Penalty: 1017.002930
	Iteration 45Q: 3 clusters Score -4177872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -4177873.750000 Penalty: 1017.002930
	Iteration 46Q: 3 clusters Score -4177874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -4177875.000000 Penalty: 1017.002930
	Iteration 47Q: 3 clusters Score -4177875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -4177876.250000 Penalty: 1017.002930
	Iteration 48Q: 3 clusters Score -4177876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -4177876.250000 Penalty: 1017.002930
	Iteration 49Q: 3 clusters Score -4177876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -4177873.500000 Penalty: 1017.002930
	Iteration 50Q: 3 clusters Score -4177874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -4177873.500000 Penalty: 1017.002930
	Iteration 51F: 3 clusters Score -4177874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -87802.320312 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -87802.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -86597.085938 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -86597.09 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -87023.929688 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -87023.93 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -87145.914062 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -87145.91 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -87316.375000 Penalty: 670.748291
	Iteration 3F: 3 clusters Score -87316.38 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -87515.609375 Penalty: 670.748291
	Iteration 4F: 3 clusters Score -87515.61 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -87750.968750 Penalty: 670.748291
	Iteration 5F: 3 clusters Score -87750.97 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -87953.117188 Penalty: 670.748291
	Iteration 6F: 3 clusters Score -87953.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -88156.703125 Penalty: 670.748291
	Iteration 7F: 3 clusters Score -88156.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -88336.492188 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -88336.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -88376.171875 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -88376.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -88385.242188 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -88385.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -88385.609375 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -88385.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -88386.226562 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -88386.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -88386.867188 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -88386.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -88386.984375 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -88386.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -88386.984375 Penalty: 670.748291
	Iteration 15F: 3 clusters Score -88386.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 400 members 
Entering Unmasked Estep 
Score: -23020758.000000 Penalty: 12345.523438
Splitting cluster 21 changes total score from -23012640.000000 to -23020758.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 22 (214697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214697 members 
Entering Unmasked Estep 
Score: -12684980.000000 Penalty: 558.602722
	Iteration 0F: 2 clusters Score -1.268498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -12572001.000000 Penalty: 1117.205444
	Iteration 0F: 3 clusters Score -1.2572e+07 nChanged 105607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -12637246.000000 Penalty: 1117.205444
	Iteration 1F: 3 clusters Score -1.263725e+07 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -12641727.000000 Penalty: 1117.205444
	Iteration 2F: 3 clusters Score -1.264173e+07 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139754 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -12645992.000000 Penalty: 1117.205444
	Iteration 3F: 3 clusters Score -1.264599e+07 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -12651783.000000 Penalty: 1117.205444
	Iteration 4F: 3 clusters Score -1.265178e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160105 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -12660534.000000 Penalty: 1117.205444
	Iteration 5F: 3 clusters Score -1.266053e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163136 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -12666898.000000 Penalty: 1117.205444
	Iteration 6F: 3 clusters Score -1.26669e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161917 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -12670837.000000 Penalty: 1117.205444
	Iteration 7Q: 3 clusters Score -1.267084e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -12672799.000000 Penalty: 1117.205444
	Iteration 8Q: 3 clusters Score -1.26728e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156258 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -12673437.000000 Penalty: 1117.205444
	Iteration 9Q: 3 clusters Score -1.267344e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -12673401.000000 Penalty: 1117.205444
	Iteration 10Q: 3 clusters Score -1.26734e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -12673610.000000 Penalty: 1117.205444
	Iteration 11Q: 3 clusters Score -1.267361e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -12674640.000000 Penalty: 1117.205444
	Iteration 12Q: 3 clusters Score -1.267464e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141078 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -12676214.000000 Penalty: 1117.205444
	Iteration 13Q: 3 clusters Score -1.267621e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136679 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -12678126.000000 Penalty: 1117.205444
	Iteration 14Q: 3 clusters Score -1.267813e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132201 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -12680319.000000 Penalty: 1117.205444
	Iteration 15Q: 3 clusters Score -1.268032e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -12682077.000000 Penalty: 1117.205444
	Iteration 16Q: 3 clusters Score -1.268208e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -12683638.000000 Penalty: 1117.205444
	Iteration 17Q: 3 clusters Score -1.268364e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -12683802.000000 Penalty: 1117.205444
	Iteration 18Q: 3 clusters Score -1.26838e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -12683999.000000 Penalty: 1117.205444
	Iteration 19Q: 3 clusters Score -1.2684e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -12684221.000000 Penalty: 1117.205444
	Iteration 20F: 3 clusters Score -1.268422e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -12684596.000000 Penalty: 1117.205444
	Iteration 21Q: 3 clusters Score -1.26846e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 116697 members 
Entering Unmasked Estep 
Score: -12685216.000000 Penalty: 1117.205444
	Iteration 22Q: 3 clusters Score -1.268522e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -12686248.000000 Penalty: 1117.205444
	Iteration 23Q: 3 clusters Score -1.268625e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -12687422.000000 Penalty: 1117.205444
	Iteration 24Q: 3 clusters Score -1.268742e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -12688552.000000 Penalty: 1117.205444
	Iteration 25Q: 3 clusters Score -1.268855e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 144084 members 
Entering Unmasked Estep 
Score: -12689024.000000 Penalty: 1117.205444
	Iteration 26Q: 3 clusters Score -1.268902e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 151856 members 
Entering Unmasked Estep 
Score: -12689306.000000 Penalty: 1117.205444
	Iteration 27Q: 3 clusters Score -1.268931e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -12690053.000000 Penalty: 1117.205444
	Iteration 28Q: 3 clusters Score -1.269005e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 167781 members 
Entering Unmasked Estep 
Score: -12689931.000000 Penalty: 1117.205444
	Iteration 29Q: 3 clusters Score -1.268993e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 175566 members 
Entering Unmasked Estep 
Score: -12689030.000000 Penalty: 1117.205444
	Iteration 30Q: 3 clusters Score -1.268903e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 182545 members 
Entering Unmasked Estep 
Score: -12686644.000000 Penalty: 1117.205444
	Iteration 31Q: 3 clusters Score -1.268664e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 188074 members 
Entering Unmasked Estep 
Score: -12684432.000000 Penalty: 1117.205444
	Iteration 32Q: 3 clusters Score -1.268443e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 192248 members 
Entering Unmasked Estep 
Score: -12682426.000000 Penalty: 1117.205444
	Iteration 33Q: 3 clusters Score -1.268243e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 195359 members 
Entering Unmasked Estep 
Score: -12680988.000000 Penalty: 1117.205444
	Iteration 34Q: 3 clusters Score -1.268099e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 197747 members 
Entering Unmasked Estep 
Score: -12680177.000000 Penalty: 1117.205444
	Iteration 35Q: 3 clusters Score -1.268018e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 199706 members 
Entering Unmasked Estep 
Score: -12679953.000000 Penalty: 1117.205444
	Iteration 36Q: 3 clusters Score -1.267995e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 201268 members 
Entering Unmasked Estep 
Score: -12679790.000000 Penalty: 1117.205444
	Iteration 37Q: 3 clusters Score -1.267979e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 202407 members 
Entering Unmasked Estep 
Score: -12679627.000000 Penalty: 1117.205444
	Iteration 38Q: 3 clusters Score -1.267963e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 203170 members 
Entering Unmasked Estep 
Score: -12679395.000000 Penalty: 1117.205444
	Iteration 39Q: 3 clusters Score -1.26794e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 203625 members 
Entering Unmasked Estep 
Score: -12684756.000000 Penalty: 1117.205444
	Iteration 40F: 3 clusters Score -1.268476e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 210256 members 
Entering Unmasked Estep 
Score: -12684557.000000 Penalty: 1117.205444
	Iteration 41Q: 3 clusters Score -1.268456e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 213191 members 
Entering Unmasked Estep 
Score: -12684578.000000 Penalty: 1117.205444
	Iteration 42Q: 3 clusters Score -1.268458e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 214215 members 
Entering Unmasked Estep 
Score: -12684553.000000 Penalty: 1117.205444
	Iteration 43Q: 3 clusters Score -1.268455e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 214495 members 
Entering Unmasked Estep 
Score: -12684442.000000 Penalty: 1117.205444
	Iteration 44Q: 3 clusters Score -1.268444e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 214586 members 
Entering Unmasked Estep 
Score: -12684476.000000 Penalty: 1117.205444
	Iteration 45Q: 3 clusters Score -1.268448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 214616 members 
Entering Unmasked Estep 
Score: -12684469.000000 Penalty: 1117.205444
	Iteration 46Q: 3 clusters Score -1.268447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 214627 members 
Entering Unmasked Estep 
Score: -12684505.000000 Penalty: 1117.205444
	Iteration 47Q: 3 clusters Score -1.26845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 214633 members 
Entering Unmasked Estep 
Score: -12684520.000000 Penalty: 1117.205444
	Iteration 48Q: 3 clusters Score -1.268452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 214634 members 
Entering Unmasked Estep 
Score: -12684511.000000 Penalty: 1117.205444
	Iteration 49Q: 3 clusters Score -1.268451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 214638 members 
Entering Unmasked Estep 
Score: -12684517.000000 Penalty: 1117.205444
	Iteration 50Q: 3 clusters Score -1.268452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 214639 members 
Entering Unmasked Estep 
Score: -12684520.000000 Penalty: 1117.205444
	Iteration 51Q: 3 clusters Score -1.268452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 214640 members 
Entering Unmasked Estep 
Score: -12684520.000000 Penalty: 1117.205444
	Iteration 52Q: 3 clusters Score -1.268452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 214640 members 
Entering Unmasked Estep 
Score: -12684520.000000 Penalty: 1117.205444
	Iteration 53F: 3 clusters Score -1.268452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -19293.865234 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -19293.87 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 205 members 
Entering Unmasked Estep 
Score: -18927.093750 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -18927.09 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19357.333984 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -19357.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19590.347656 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -19590.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19638.455078 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -19638.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19673.359375 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -19673.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19709.021484 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -19709.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19720.687500 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -19720.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19723.263672 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -19723.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19724.613281 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -19724.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19724.613281 Penalty: 545.223267
	Iteration 9F: 3 clusters Score -19724.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 192 members 
Entering Unmasked Estep 
Score: -23020870.000000 Penalty: 12933.405273
Splitting cluster 23 changes total score from -23012640.000000 to -23020870.000000
So it's getting split into cluster 17.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3318 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 11 contains 21184 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 18 contains 240 members 
Mstep: Class 19 contains 71386 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 214697 members 
Mstep: Class 23 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23021790.000000 Penalty: 12933.405273
Iteration 39Q: 23 clusters Score -2.302179e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3319 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2151 members 
Mstep: Class 3 contains 7446 members 
Mstep: Class 4 contains 7894 members 
Mstep: Class 5 contains 2894 members 
Mstep: Class 6 contains 64308 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 389 members 
Mstep: Class 11 contains 21987 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 72529 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 211765 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23023686.000000 Penalty: 12933.405273
Iteration 40F: 23 clusters Score -2.302369e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 7848 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 65020 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 22619 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 232 members 
Mstep: Class 19 contains 73503 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 208867 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23024214.000000 Penalty: 12933.405273
Iteration 41Q: 23 clusters Score -2.302421e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 3281 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 65776 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 23182 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 1288 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 228 members 
Mstep: Class 19 contains 74502 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 206013 members 
Mstep: Class 23 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23024834.000000 Penalty: 12933.405273
Iteration 42Q: 23 clusters Score -2.302483e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2356 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 2648 members 
Mstep: Class 6 contains 66535 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 1961 members 
Mstep: Class 9 contains 3242 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 23724 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 75491 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 203158 members 
Mstep: Class 23 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23024770.000000 Penalty: 12933.405273
Iteration 43Q: 23 clusters Score -2.302477e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 7221 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 67305 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 423 members 
Mstep: Class 11 contains 24248 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 76527 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 200218 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 23 clusters Score -2.302518e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 9223 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 68054 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 424 members 
Mstep: Class 11 contains 24755 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 221 members 
Mstep: Class 19 contains 77612 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 197245 members 
Mstep: Class 23 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 23 clusters Score -2.302568e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 9496 members 
Mstep: Class 4 contains 6934 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 68856 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 25246 members 
Mstep: Class 12 contains 301 members 
Mstep: Class 13 contains 3107 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 1016 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 221 members 
Mstep: Class 19 contains 78641 members 
Mstep: Class 21 contains 807 members 
Mstep: Class 22 contains 194265 members 
Mstep: Class 23 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 23 clusters Score -2.302614e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 9771 members 
Mstep: Class 4 contains 6781 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 69609 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 442 members 
Mstep: Class 11 contains 25766 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3412 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 1020 members 
Mstep: Class 16 contains 996 members 
Mstep: Class 17 contains 259 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 79682 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 191264 members 
Mstep: Class 23 contains 219 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -2.302701e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 10006 members 
Mstep: Class 4 contains 6633 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 70327 members 
Mstep: Class 7 contains 756 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 446 members 
Mstep: Class 11 contains 26268 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 80735 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 188308 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 23 clusters Score -2.302828e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3421 members 
Mstep: Class 3 contains 10233 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 71097 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 1828 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 26717 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 1028 members 
Mstep: Class 16 contains 1005 members 
Mstep: Class 17 contains 274 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 81719 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 185373 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 23 clusters Score -2.302926e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3622 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 71736 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 27199 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 4456 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 1030 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 82668 members 
Mstep: Class 21 contains 903 members 
Mstep: Class 22 contains 182553 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 23 clusters Score -2.303012e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 6259 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 72326 members 
Mstep: Class 7 contains 742 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 469 members 
Mstep: Class 11 contains 27630 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 1025 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 220 members 
Mstep: Class 19 contains 83572 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 179843 members 
Mstep: Class 23 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 23 clusters Score -2.30309e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 10802 members 
Mstep: Class 4 contains 6142 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 72939 members 
Mstep: Class 7 contains 747 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 3915 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 28034 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 1029 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 84494 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 177155 members 
Mstep: Class 23 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 23 clusters Score -2.30316e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 10915 members 
Mstep: Class 4 contains 6065 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 73490 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 28444 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 1031 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 85422 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 174485 members 
Mstep: Class 23 contains 214 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -2.303265e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 10999 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 74034 members 
Mstep: Class 7 contains 753 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 28862 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 6072 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 1034 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 86306 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 171957 members 
Mstep: Class 23 contains 212 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -2.303355e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 74553 members 
Mstep: Class 7 contains 757 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 29268 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 1038 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 87165 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 169534 members 
Mstep: Class 23 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 23 clusters Score -2.30341e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 11218 members 
Mstep: Class 4 contains 5902 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 75037 members 
Mstep: Class 7 contains 758 members 
Mstep: Class 8 contains 1770 members 
Mstep: Class 9 contains 4216 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 29695 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 6750 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 306 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 87981 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 167160 members 
Mstep: Class 23 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 23 clusters Score -2.303477e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 11321 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 75460 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 4291 members 
Mstep: Class 10 contains 728 members 
Mstep: Class 11 contains 30112 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 7101 members 
Mstep: Class 14 contains 1951 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 1047 members 
Mstep: Class 17 contains 303 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 88712 members 
Mstep: Class 21 contains 955 members 
Mstep: Class 22 contains 164922 members 
Mstep: Class 23 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 23 clusters Score -2.303541e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 75834 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 30542 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 7429 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 89479 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 162722 members 
Mstep: Class 23 contains 207 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -2.303643e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 11517 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 2124 members 
Mstep: Class 6 contains 76200 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 30925 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 90182 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 160682 members 
Mstep: Class 23 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 23 clusters Score -2.303738e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 3283 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 11616 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 2116 members 
Mstep: Class 6 contains 76526 members 
Mstep: Class 7 contains 771 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 31270 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 7962 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 219 members 
Mstep: Class 19 contains 90852 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 158792 members 
Mstep: Class 23 contains 206 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -2.303846e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 6 contains 76785 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 4642 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 31548 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 8511 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 286 members 
Mstep: Class 18 contains 213 members 
Mstep: Class 19 contains 91534 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 156716 members 
Mstep: Class 23 contains 208 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -2.303898e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 11809 members 
Mstep: Class 4 contains 5664 members 
Mstep: Class 5 contains 2089 members 
Mstep: Class 6 contains 77022 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 4751 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 31822 members 
Mstep: Class 12 contains 313 members 
Mstep: Class 13 contains 9042 members 
Mstep: Class 14 contains 2208 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 206 members 
Mstep: Class 19 contains 92238 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 154683 members 
Mstep: Class 23 contains 206 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -2.30393e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 11927 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 77266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 4860 members 
Mstep: Class 10 contains 904 members 
Mstep: Class 11 contains 32085 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 13 contains 9562 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 92994 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 152617 members 
Mstep: Class 23 contains 206 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -2.303971e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 12046 members 
Mstep: Class 4 contains 5572 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 77430 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 4994 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 32339 members 
Mstep: Class 12 contains 322 members 
Mstep: Class 13 contains 10033 members 
Mstep: Class 14 contains 2298 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 1051 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 197 members 
Mstep: Class 19 contains 93679 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 150736 members 
Mstep: Class 23 contains 206 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -2.304041e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 12191 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 77558 members 
Mstep: Class 7 contains 762 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5117 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 32580 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 1040 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 94325 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 148945 members 
Mstep: Class 23 contains 206 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -2.30411e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 12304 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 77608 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 11 contains 32810 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1025 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 94990 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 147289 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -2.304201e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 12427 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 77531 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 33038 members 
Mstep: Class 12 contains 329 members 
Mstep: Class 13 contains 11297 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1020 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 95665 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 145814 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -2.304259e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 12573 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 1963 members 
Mstep: Class 6 contains 77380 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 33256 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 11607 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 96317 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 144506 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043176.000000 Penalty: 12933.405273
Iteration 68Q: 23 clusters Score -2.304318e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 12684 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 77200 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 1106 members 
Mstep: Class 11 contains 33473 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 11871 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1016 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 96940 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 143345 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043558.000000 Penalty: 12933.405273
Iteration 69Q: 23 clusters Score -2.304356e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 12770 members 
Mstep: Class 4 contains 5350 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 76968 members 
Mstep: Class 7 contains 762 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 33651 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 97560 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 142329 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043890.000000 Penalty: 12933.405273
Iteration 70Q: 23 clusters Score -2.304389e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 76675 members 
Mstep: Class 7 contains 758 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 33828 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 12290 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 98176 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 141419 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23044244.000000 Penalty: 12933.405273
Iteration 71Q: 23 clusters Score -2.304424e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 12994 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 76397 members 
Mstep: Class 7 contains 759 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5833 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 33996 members 
Mstep: Class 12 contains 333 members 
Mstep: Class 13 contains 12436 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 187 members 
Mstep: Class 19 contains 98744 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 140612 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23044692.000000 Penalty: 12933.405273
Iteration 72Q: 23 clusters Score -2.304469e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 13127 members 
Mstep: Class 4 contains 5184 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 76048 members 
Mstep: Class 7 contains 759 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 5920 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 34150 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 12578 members 
Mstep: Class 14 contains 2704 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 19 contains 99331 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 139864 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23045142.000000 Penalty: 12933.405273
Iteration 73Q: 23 clusters Score -2.304514e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 13222 members 
Mstep: Class 4 contains 5140 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 75682 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 34262 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 12679 members 
Mstep: Class 14 contains 2786 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 19 contains 99883 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 139248 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23045544.000000 Penalty: 12933.405273
Iteration 74Q: 23 clusters Score -2.304554e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5284 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 75263 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6090 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 34375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 12755 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 276 members 
Mstep: Class 18 contains 180 members 
Mstep: Class 19 contains 100429 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 138711 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23045912.000000 Penalty: 12933.405273
Iteration 75Q: 23 clusters Score -2.304591e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 3281 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 13423 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 74829 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6168 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 34475 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 12828 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 100967 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 138201 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23046254.000000 Penalty: 12933.405273
Iteration 76Q: 23 clusters Score -2.304625e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 13516 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 74399 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6247 members 
Mstep: Class 10 contains 1168 members 
Mstep: Class 11 contains 34556 members 
Mstep: Class 12 contains 342 members 
Mstep: Class 13 contains 12875 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 275 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 19 contains 101533 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 137713 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23046432.000000 Penalty: 12933.405273
Iteration 77Q: 23 clusters Score -2.304643e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 73902 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 34628 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 12915 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 275 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 102132 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 137290 members 
Mstep: Class 23 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23046856.000000 Penalty: 12933.405273
Iteration 78Q: 23 clusters Score -2.304686e+07 nChanged 1735
Entering ConstructFrom: 
Score: -23046856.000000 Penalty: 12933.405273
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -84643.632812 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84643.63 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -84974.875000 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84974.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -85022.609375 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85022.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -85060.195312 Penalty: 666.708374
	Iteration 3Q: 3 clusters Score -85060.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -85087.437500 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85087.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85111.851562 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85111.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -85145.507812 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85145.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -85185.851562 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85185.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -85228.398438 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85228.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -85269.429688 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85269.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -85335.960938 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85335.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -85416.414062 Penalty: 666.708374
	Iteration 11F: 3 clusters Score -85416.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85488.203125 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85488.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -85512.664062 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85512.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -85522.914062 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85522.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -85527.156250 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85527.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -85530.296875 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85530.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -85531.500000 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -85533.054688 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85533.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -85534.648438 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85534.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -85535.765625 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85535.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -85537.640625 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85537.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -85540.234375 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85540.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -85542.421875 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85542.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -85544.773438 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85544.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -85545.203125 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -85545.226562 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -85545.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -85545.492188 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -85545.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -85545.726562 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -85545.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -85545.851562 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -85545.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -85545.992188 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -85545.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -85546.070312 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -85546.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -85546.070312 Penalty: 666.708374
	Iteration 32Q: 3 clusters Score -85546.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -85546.070312 Penalty: 666.708374
	Iteration 33F: 3 clusters Score -85546.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -294045.656250 Penalty: 390.363434
	Iteration 0F: 2 clusters Score -294045.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -290454.218750 Penalty: 780.726868
	Iteration 0F: 3 clusters Score -290454.2 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -291973.718750 Penalty: 780.726868
	Iteration 1F: 3 clusters Score -291973.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -292253.000000 Penalty: 780.726868
	Iteration 2F: 3 clusters Score -292253 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -292570.312500 Penalty: 780.726868
	Iteration 3F: 3 clusters Score -292570.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -292954.187500 Penalty: 780.726868
	Iteration 4F: 3 clusters Score -292954.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -293279.218750 Penalty: 780.726868
	Iteration 5F: 3 clusters Score -293279.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -293489.906250 Penalty: 780.726868
	Iteration 6Q: 3 clusters Score -293489.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -293601.750000 Penalty: 780.726868
	Iteration 7Q: 3 clusters Score -293601.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -293679.437500 Penalty: 780.726868
	Iteration 8Q: 3 clusters Score -293679.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -293732.062500 Penalty: 780.726868
	Iteration 9Q: 3 clusters Score -293732.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -293753.375000 Penalty: 780.726868
	Iteration 10Q: 3 clusters Score -293753.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -293763.437500 Penalty: 780.726868
	Iteration 11Q: 3 clusters Score -293763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -293771.937500 Penalty: 780.726868
	Iteration 12Q: 3 clusters Score -293771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -293777.812500 Penalty: 780.726868
	Iteration 13Q: 3 clusters Score -293777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -293781.406250 Penalty: 780.726868
	Iteration 14Q: 3 clusters Score -293781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -293785.906250 Penalty: 780.726868
	Iteration 15Q: 3 clusters Score -293785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -293785.906250 Penalty: 780.726868
	Iteration 16F: 3 clusters Score -293785.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -788602.375000 Penalty: 433.327911
	Iteration 0F: 2 clusters Score -788602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -779516.812500 Penalty: 866.655823
	Iteration 0F: 3 clusters Score -779516.8 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -783062.062500 Penalty: 866.655823
	Iteration 1F: 3 clusters Score -783062.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -783348.125000 Penalty: 866.655823
	Iteration 2F: 3 clusters Score -783348.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -783787.375000 Penalty: 866.655823
	Iteration 3F: 3 clusters Score -783787.4 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -784505.937500 Penalty: 866.655823
	Iteration 4F: 3 clusters Score -784505.9 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -785467.812500 Penalty: 866.655823
	Iteration 5F: 3 clusters Score -785467.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -786583.375000 Penalty: 866.655823
	Iteration 6F: 3 clusters Score -786583.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -787441.500000 Penalty: 866.655823
	Iteration 7F: 3 clusters Score -787441.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -787922.562500 Penalty: 866.655823
	Iteration 8Q: 3 clusters Score -787922.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -788122.250000 Penalty: 866.655823
	Iteration 9Q: 3 clusters Score -788122.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -788175.250000 Penalty: 866.655823
	Iteration 10Q: 3 clusters Score -788175.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -788191.187500 Penalty: 866.655823
	Iteration 11Q: 3 clusters Score -788191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -788200.312500 Penalty: 866.655823
	Iteration 12Q: 3 clusters Score -788200.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -788217.687500 Penalty: 866.655823
	Iteration 13Q: 3 clusters Score -788217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -788220.375000 Penalty: 866.655823
	Iteration 14Q: 3 clusters Score -788220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -788220.375000 Penalty: 866.655823
	Iteration 15F: 3 clusters Score -788220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -277675.937500 Penalty: 386.826141
	Iteration 0F: 2 clusters Score -277675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -274337.687500 Penalty: 773.652283
	Iteration 0F: 3 clusters Score -274337.7 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -275604.531250 Penalty: 773.652283
	Iteration 1F: 3 clusters Score -275604.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -275820.812500 Penalty: 773.652283
	Iteration 2F: 3 clusters Score -275820.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -276089.656250 Penalty: 773.652283
	Iteration 3F: 3 clusters Score -276089.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -276340.781250 Penalty: 773.652283
	Iteration 4F: 3 clusters Score -276340.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -276549.187500 Penalty: 773.652283
	Iteration 5F: 3 clusters Score -276549.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -276703.031250 Penalty: 773.652283
	Iteration 6Q: 3 clusters Score -276703 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -276830.125000 Penalty: 773.652283
	Iteration 7Q: 3 clusters Score -276830.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -276929.937500 Penalty: 773.652283
	Iteration 8Q: 3 clusters Score -276929.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -276999.906250 Penalty: 773.652283
	Iteration 9Q: 3 clusters Score -276999.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -277060.625000 Penalty: 773.652283
	Iteration 10Q: 3 clusters Score -277060.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -277121.625000 Penalty: 773.652283
	Iteration 11Q: 3 clusters Score -277121.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -277179.000000 Penalty: 773.652283
	Iteration 12Q: 3 clusters Score -277179 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -277246.218750 Penalty: 773.652283
	Iteration 13Q: 3 clusters Score -277246.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -277294.937500 Penalty: 773.652283
	Iteration 14Q: 3 clusters Score -277294.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -277339.531250 Penalty: 773.652283
	Iteration 15Q: 3 clusters Score -277339.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -277380.625000 Penalty: 773.652283
	Iteration 16Q: 3 clusters Score -277380.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -277411.906250 Penalty: 773.652283
	Iteration 17Q: 3 clusters Score -277411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -277434.812500 Penalty: 773.652283
	Iteration 18Q: 3 clusters Score -277434.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -277449.312500 Penalty: 773.652283
	Iteration 19Q: 3 clusters Score -277449.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -277463.406250 Penalty: 773.652283
	Iteration 20F: 3 clusters Score -277463.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -277467.031250 Penalty: 773.652283
	Iteration 21Q: 3 clusters Score -277467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -277469.218750 Penalty: 773.652283
	Iteration 22Q: 3 clusters Score -277469.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -277471.000000 Penalty: 773.652283
	Iteration 23Q: 3 clusters Score -277471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -277474.343750 Penalty: 773.652283
	Iteration 24Q: 3 clusters Score -277474.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -277476.281250 Penalty: 773.652283
	Iteration 25Q: 3 clusters Score -277476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -277477.125000 Penalty: 773.652283
	Iteration 26Q: 3 clusters Score -277477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -277477.562500 Penalty: 773.652283
	Iteration 27Q: 3 clusters Score -277477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -277478.937500 Penalty: 773.652283
	Iteration 28Q: 3 clusters Score -277478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -277480.156250 Penalty: 773.652283
	Iteration 29Q: 3 clusters Score -277480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -277480.812500 Penalty: 773.652283
	Iteration 30Q: 3 clusters Score -277480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -277482.000000 Penalty: 773.652283
	Iteration 31Q: 3 clusters Score -277482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -277483.031250 Penalty: 773.652283
	Iteration 32Q: 3 clusters Score -277483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -277484.781250 Penalty: 773.652283
	Iteration 33Q: 3 clusters Score -277484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -277486.968750 Penalty: 773.652283
	Iteration 34Q: 3 clusters Score -277487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -277488.843750 Penalty: 773.652283
	Iteration 35Q: 3 clusters Score -277488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -277490.531250 Penalty: 773.652283
	Iteration 36Q: 3 clusters Score -277490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -277491.500000 Penalty: 773.652283
	Iteration 37Q: 3 clusters Score -277491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -277492.187500 Penalty: 773.652283
	Iteration 38Q: 3 clusters Score -277492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -277493.000000 Penalty: 773.652283
	Iteration 39Q: 3 clusters Score -277493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -277494.375000 Penalty: 773.652283
	Iteration 40F: 3 clusters Score -277494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -277495.031250 Penalty: 773.652283
	Iteration 41Q: 3 clusters Score -277495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -277495.562500 Penalty: 773.652283
	Iteration 42Q: 3 clusters Score -277495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -277496.156250 Penalty: 773.652283
	Iteration 43Q: 3 clusters Score -277496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -277497.281250 Penalty: 773.652283
	Iteration 44Q: 3 clusters Score -277497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -277497.812500 Penalty: 773.652283
	Iteration 45Q: 3 clusters Score -277497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -277499.562500 Penalty: 773.652283
	Iteration 46Q: 3 clusters Score -277499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -277499.906250 Penalty: 773.652283
	Iteration 47Q: 3 clusters Score -277499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -277499.906250 Penalty: 773.652283
	Iteration 48F: 3 clusters Score -277499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -91690.289062 Penalty: 340.487610
	Iteration 0F: 2 clusters Score -91690.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -90424.851562 Penalty: 680.975220
	Iteration 0F: 3 clusters Score -90424.85 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -90933.906250 Penalty: 680.975220
	Iteration 1F: 3 clusters Score -90933.91 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91140.296875 Penalty: 680.975220
	Iteration 2F: 3 clusters Score -91140.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -91285.820312 Penalty: 680.975220
	Iteration 3F: 3 clusters Score -91285.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -91381.804688 Penalty: 680.975220
	Iteration 4F: 3 clusters Score -91381.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -91461.023438 Penalty: 680.975220
	Iteration 5Q: 3 clusters Score -91461.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -91527.718750 Penalty: 680.975220
	Iteration 6Q: 3 clusters Score -91527.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -91579.984375 Penalty: 680.975220
	Iteration 7Q: 3 clusters Score -91579.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -91616.031250 Penalty: 680.975220
	Iteration 8Q: 3 clusters Score -91616.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -91632.789062 Penalty: 680.975220
	Iteration 9Q: 3 clusters Score -91632.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -91636.250000 Penalty: 680.975220
	Iteration 10Q: 3 clusters Score -91636.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -91644.812500 Penalty: 680.975220
	Iteration 11Q: 3 clusters Score -91644.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -91649.843750 Penalty: 680.975220
	Iteration 12Q: 3 clusters Score -91649.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -91651.585938 Penalty: 680.975220
	Iteration 13Q: 3 clusters Score -91651.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -91653.031250 Penalty: 680.975220
	Iteration 14Q: 3 clusters Score -91653.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -91654.632812 Penalty: 680.975220
	Iteration 15Q: 3 clusters Score -91654.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -91656.093750 Penalty: 680.975220
	Iteration 16Q: 3 clusters Score -91656.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -91656.484375 Penalty: 680.975220
	Iteration 17Q: 3 clusters Score -91656.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -91656.484375 Penalty: 680.975220
	Iteration 18F: 3 clusters Score -91656.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Entering Unmasked Estep 
Score: -4327173.500000 Penalty: 509.761841
	Iteration 0F: 2 clusters Score -4327174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4277498.500000 Penalty: 1019.523682
	Iteration 0F: 3 clusters Score -4277498 nChanged 35909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -4299917.000000 Penalty: 1019.523682
	Iteration 1F: 3 clusters Score -4299917 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -4302167.500000 Penalty: 1019.523682
	Iteration 2F: 3 clusters Score -4302168 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -4305574.500000 Penalty: 1019.523682
	Iteration 3F: 3 clusters Score -4305574 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -4310414.000000 Penalty: 1019.523682
	Iteration 4F: 3 clusters Score -4310414 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -4315832.000000 Penalty: 1019.523682
	Iteration 5F: 3 clusters Score -4315832 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -4320361.500000 Penalty: 1019.523682
	Iteration 6F: 3 clusters Score -4320362 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -4323346.000000 Penalty: 1019.523682
	Iteration 7Q: 3 clusters Score -4323346 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -4324849.500000 Penalty: 1019.523682
	Iteration 8Q: 3 clusters Score -4324850 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -4325416.500000 Penalty: 1019.523682
	Iteration 9Q: 3 clusters Score -4325416 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -4325704.000000 Penalty: 1019.523682
	Iteration 10Q: 3 clusters Score -4325704 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -4325898.000000 Penalty: 1019.523682
	Iteration 11Q: 3 clusters Score -4325898 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -4326027.500000 Penalty: 1019.523682
	Iteration 12Q: 3 clusters Score -4326028 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -4326123.000000 Penalty: 1019.523682
	Iteration 13Q: 3 clusters Score -4326123 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -4326221.500000 Penalty: 1019.523682
	Iteration 14Q: 3 clusters Score -4326222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -4326305.000000 Penalty: 1019.523682
	Iteration 15Q: 3 clusters Score -4326305 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -4326363.500000 Penalty: 1019.523682
	Iteration 16Q: 3 clusters Score -4326364 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -4326423.500000 Penalty: 1019.523682
	Iteration 17Q: 3 clusters Score -4326424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -4326477.000000 Penalty: 1019.523682
	Iteration 18Q: 3 clusters Score -4326477 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -4326525.500000 Penalty: 1019.523682
	Iteration 19Q: 3 clusters Score -4326526 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -4326553.500000 Penalty: 1019.523682
	Iteration 20F: 3 clusters Score -4326554 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -4326598.000000 Penalty: 1019.523682
	Iteration 21Q: 3 clusters Score -4326598 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -4326628.500000 Penalty: 1019.523682
	Iteration 22Q: 3 clusters Score -4326628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -4326654.000000 Penalty: 1019.523682
	Iteration 23Q: 3 clusters Score -4326654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -4326683.000000 Penalty: 1019.523682
	Iteration 24Q: 3 clusters Score -4326683 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -4326680.000000 Penalty: 1019.523682
	Iteration 25Q: 3 clusters Score -4326680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -4326701.500000 Penalty: 1019.523682
	Iteration 26Q: 3 clusters Score -4326702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -4326703.000000 Penalty: 1019.523682
	Iteration 27Q: 3 clusters Score -4326703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -4326722.000000 Penalty: 1019.523682
	Iteration 28Q: 3 clusters Score -4326722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -4326736.000000 Penalty: 1019.523682
	Iteration 29Q: 3 clusters Score -4326736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -4326743.500000 Penalty: 1019.523682
	Iteration 30Q: 3 clusters Score -4326744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -4326749.500000 Penalty: 1019.523682
	Iteration 31Q: 3 clusters Score -4326750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -4326757.000000 Penalty: 1019.523682
	Iteration 32Q: 3 clusters Score -4326757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -4326757.000000 Penalty: 1019.523682
	Iteration 33Q: 3 clusters Score -4326757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -4326754.500000 Penalty: 1019.523682
	Iteration 34Q: 3 clusters Score -4326754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -4326758.000000 Penalty: 1019.523682
	Iteration 35Q: 3 clusters Score -4326758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -4326758.500000 Penalty: 1019.523682
	Iteration 36Q: 3 clusters Score -4326758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -4326762.000000 Penalty: 1019.523682
	Iteration 37Q: 3 clusters Score -4326762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -4326758.000000 Penalty: 1019.523682
	Iteration 38Q: 3 clusters Score -4326758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -4326760.000000 Penalty: 1019.523682
	Iteration 39Q: 3 clusters Score -4326760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -4326762.500000 Penalty: 1019.523682
	Iteration 40F: 3 clusters Score -4326762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -4326767.500000 Penalty: 1019.523682
	Iteration 41Q: 3 clusters Score -4326768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -4326775.000000 Penalty: 1019.523682
	Iteration 42Q: 3 clusters Score -4326775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -4326783.500000 Penalty: 1019.523682
	Iteration 43Q: 3 clusters Score -4326784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -4326780.500000 Penalty: 1019.523682
	Iteration 44Q: 3 clusters Score -4326780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -4326780.500000 Penalty: 1019.523682
	Iteration 45Q: 3 clusters Score -4326780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -4326784.000000 Penalty: 1019.523682
	Iteration 46Q: 3 clusters Score -4326784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -4326778.500000 Penalty: 1019.523682
	Iteration 47Q: 3 clusters Score -4326778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -4326790.500000 Penalty: 1019.523682
	Iteration 48Q: 3 clusters Score -4326790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -4326798.500000 Penalty: 1019.523682
	Iteration 49Q: 3 clusters Score -4326798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -4326794.500000 Penalty: 1019.523682
	Iteration 50Q: 3 clusters Score -4326794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -4326791.000000 Penalty: 1019.523682
	Iteration 51Q: 3 clusters Score -4326791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -4326797.000000 Penalty: 1019.523682
	Iteration 52Q: 3 clusters Score -4326797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -4326807.000000 Penalty: 1019.523682
	Iteration 53Q: 3 clusters Score -4326807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -4326810.500000 Penalty: 1019.523682
	Iteration 54Q: 3 clusters Score -4326810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -4326812.500000 Penalty: 1019.523682
	Iteration 55Q: 3 clusters Score -4326812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -4326813.500000 Penalty: 1019.523682
	Iteration 56Q: 3 clusters Score -4326814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -4326816.500000 Penalty: 1019.523682
	Iteration 57Q: 3 clusters Score -4326816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -4326820.000000 Penalty: 1019.523682
	Iteration 58Q: 3 clusters Score -4326820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -4326816.500000 Penalty: 1019.523682
	Iteration 59Q: 3 clusters Score -4326816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -4326817.000000 Penalty: 1019.523682
	Iteration 60F: 3 clusters Score -4326817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -4326829.000000 Penalty: 1019.523682
	Iteration 61Q: 3 clusters Score -4326829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -4326827.000000 Penalty: 1019.523682
	Iteration 62Q: 3 clusters Score -4326827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -4326826.000000 Penalty: 1019.523682
	Iteration 63Q: 3 clusters Score -4326826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -4326825.500000 Penalty: 1019.523682
	Iteration 64Q: 3 clusters Score -4326826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -4326831.000000 Penalty: 1019.523682
	Iteration 65Q: 3 clusters Score -4326831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -4326834.000000 Penalty: 1019.523682
	Iteration 66Q: 3 clusters Score -4326834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -4326835.000000 Penalty: 1019.523682
	Iteration 67Q: 3 clusters Score -4326835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -4326833.500000 Penalty: 1019.523682
	Iteration 68Q: 3 clusters Score -4326834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -4326832.000000 Penalty: 1019.523682
	Iteration 69Q: 3 clusters Score -4326832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -4326834.500000 Penalty: 1019.523682
	Iteration 70Q: 3 clusters Score -4326834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -4326833.500000 Penalty: 1019.523682
	Iteration 71Q: 3 clusters Score -4326834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -4326832.500000 Penalty: 1019.523682
	Iteration 72Q: 3 clusters Score -4326832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -4326837.000000 Penalty: 1019.523682
	Iteration 73Q: 3 clusters Score -4326837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -4326841.000000 Penalty: 1019.523682
	Iteration 74Q: 3 clusters Score -4326841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -4326841.500000 Penalty: 1019.523682
	Iteration 75Q: 3 clusters Score -4326842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -4326838.000000 Penalty: 1019.523682
	Iteration 76Q: 3 clusters Score -4326838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -4326837.000000 Penalty: 1019.523682
	Iteration 77Q: 3 clusters Score -4326837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -4326835.500000 Penalty: 1019.523682
	Iteration 78Q: 3 clusters Score -4326836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -4326839.000000 Penalty: 1019.523682
	Iteration 79Q: 3 clusters Score -4326839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -4326839.500000 Penalty: 1019.523682
	Iteration 80F: 3 clusters Score -4326840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -4326840.500000 Penalty: 1019.523682
	Iteration 81Q: 3 clusters Score -4326840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -4326835.500000 Penalty: 1019.523682
	Iteration 82Q: 3 clusters Score -4326836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -4326835.500000 Penalty: 1019.523682
	Iteration 83F: 3 clusters Score -4326836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -42768.113281 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -42768.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42108.417969 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -42108.42 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42358.117188 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -42358.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42433.593750 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -42433.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42483.976562 Penalty: 613.279602
	Iteration 3F: 3 clusters Score -42483.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42517.769531 Penalty: 613.279602
	Iteration 4F: 3 clusters Score -42517.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -42531.273438 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -42531.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -42544.195312 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -42544.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42560.738281 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -42560.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42575.019531 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -42575.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42590.417969 Penalty: 613.279602
	Iteration 9Q: 3 clusters Score -42590.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42620.964844 Penalty: 613.279602
	Iteration 10Q: 3 clusters Score -42620.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -42651.488281 Penalty: 613.279602
	Iteration 11Q: 3 clusters Score -42651.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42680.601562 Penalty: 613.279602
	Iteration 12Q: 3 clusters Score -42680.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42691.632812 Penalty: 613.279602
	Iteration 13Q: 3 clusters Score -42691.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42701.847656 Penalty: 613.279602
	Iteration 14Q: 3 clusters Score -42701.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -42708.113281 Penalty: 613.279602
	Iteration 15Q: 3 clusters Score -42708.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42714.863281 Penalty: 613.279602
	Iteration 16Q: 3 clusters Score -42714.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42721.316406 Penalty: 613.279602
	Iteration 17Q: 3 clusters Score -42721.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42727.484375 Penalty: 613.279602
	Iteration 18Q: 3 clusters Score -42727.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -42729.101562 Penalty: 613.279602
	Iteration 19Q: 3 clusters Score -42729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -42732.769531 Penalty: 613.279602
	Iteration 20F: 3 clusters Score -42732.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -42734.191406 Penalty: 613.279602
	Iteration 21Q: 3 clusters Score -42734.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -42735.003906 Penalty: 613.279602
	Iteration 22Q: 3 clusters Score -42735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42735.261719 Penalty: 613.279602
	Iteration 23Q: 3 clusters Score -42735.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -42744.566406 Penalty: 613.279602
	Iteration 24Q: 3 clusters Score -42744.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -42748.339844 Penalty: 613.279602
	Iteration 25Q: 3 clusters Score -42748.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -42753.085938 Penalty: 613.279602
	Iteration 26Q: 3 clusters Score -42753.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -42757.105469 Penalty: 613.279602
	Iteration 27Q: 3 clusters Score -42757.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -42759.347656 Penalty: 613.279602
	Iteration 28Q: 3 clusters Score -42759.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42761.167969 Penalty: 613.279602
	Iteration 29Q: 3 clusters Score -42761.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -42766.300781 Penalty: 613.279602
	Iteration 30Q: 3 clusters Score -42766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -42768.527344 Penalty: 613.279602
	Iteration 31Q: 3 clusters Score -42768.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -42769.718750 Penalty: 613.279602
	Iteration 32Q: 3 clusters Score -42769.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42769.933594 Penalty: 613.279602
	Iteration 33Q: 3 clusters Score -42769.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42769.933594 Penalty: 613.279602
	Iteration 34F: 3 clusters Score -42769.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 73391 members 
Mstep: Class 7 contains 406 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 275 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 102711 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 136951 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
Score: -23046812.000000 Penalty: 13521.287109
Splitting cluster 7 changes total score from -23046856.000000 to -23046812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -97050.789062 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97050.79 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -97594.710938 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97594.71 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -97747.976562 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97747.98 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -97872.335938 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97872.34 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -97960.734375 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97960.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -98033.710938 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -98033.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -98070.054688 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -98070.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -98084.218750 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -98084.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -98093.085938 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -98093.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -98101.695312 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -98101.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -98109.570312 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -98109.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -98118.617188 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98118.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -98126.062500 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98126.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -98130.867188 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98130.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -98133.460938 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98133.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -98135.562500 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -98135.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -98137.843750 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -98137.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -98138.648438 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -98138.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -98139.000000 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -98139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -98139.882812 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -98139.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -98140.328125 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -98140.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -98140.960938 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -98140.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -98141.390625 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -98141.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -98142.234375 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -98142.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -98143.226562 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -98143.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -98144.257812 Penalty: 680.307434
	Iteration 25Q: 3 clusters Score -98144.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -98145.281250 Penalty: 680.307434
	Iteration 26Q: 3 clusters Score -98145.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -98146.445312 Penalty: 680.307434
	Iteration 27Q: 3 clusters Score -98146.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -98147.812500 Penalty: 680.307434
	Iteration 28Q: 3 clusters Score -98147.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -98150.187500 Penalty: 680.307434
	Iteration 29Q: 3 clusters Score -98150.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -98151.359375 Penalty: 680.307434
	Iteration 30Q: 3 clusters Score -98151.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -98152.093750 Penalty: 680.307434
	Iteration 31Q: 3 clusters Score -98152.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -98152.304688 Penalty: 680.307434
	Iteration 32Q: 3 clusters Score -98152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -98152.843750 Penalty: 680.307434
	Iteration 33Q: 3 clusters Score -98152.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -98153.179688 Penalty: 680.307434
	Iteration 34Q: 3 clusters Score -98153.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98153.234375 Penalty: 680.307434
	Iteration 35Q: 3 clusters Score -98153.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -98153.335938 Penalty: 680.307434
	Iteration 36Q: 3 clusters Score -98153.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -98153.726562 Penalty: 680.307434
	Iteration 37Q: 3 clusters Score -98153.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -98153.703125 Penalty: 680.307434
	Iteration 38Q: 3 clusters Score -98153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -98153.859375 Penalty: 680.307434
	Iteration 39Q: 3 clusters Score -98153.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -98154.125000 Penalty: 680.307434
	Iteration 40F: 3 clusters Score -98154.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -98154.781250 Penalty: 680.307434
	Iteration 41Q: 3 clusters Score -98154.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -98154.664062 Penalty: 680.307434
	Iteration 42Q: 3 clusters Score -98154.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -98154.734375 Penalty: 680.307434
	Iteration 43Q: 3 clusters Score -98154.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98155.062500 Penalty: 680.307434
	Iteration 44Q: 3 clusters Score -98155.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -98155.562500 Penalty: 680.307434
	Iteration 45Q: 3 clusters Score -98155.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -98156.906250 Penalty: 680.307434
	Iteration 46Q: 3 clusters Score -98156.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -98157.828125 Penalty: 680.307434
	Iteration 47Q: 3 clusters Score -98157.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -98158.148438 Penalty: 680.307434
	Iteration 48Q: 3 clusters Score -98158.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -98159.109375 Penalty: 680.307434
	Iteration 49Q: 3 clusters Score -98159.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -98159.742188 Penalty: 680.307434
	Iteration 50Q: 3 clusters Score -98159.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -98160.273438 Penalty: 680.307434
	Iteration 51Q: 3 clusters Score -98160.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98160.398438 Penalty: 680.307434
	Iteration 52Q: 3 clusters Score -98160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98160.398438 Penalty: 680.307434
	Iteration 53F: 3 clusters Score -98160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -350201.375000 Penalty: 398.778656
	Iteration 0F: 2 clusters Score -350201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -345899.156250 Penalty: 797.557312
	Iteration 0F: 3 clusters Score -345899.2 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -347471.593750 Penalty: 797.557312
	Iteration 1F: 3 clusters Score -347471.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -347579.812500 Penalty: 797.557312
	Iteration 2F: 3 clusters Score -347579.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -347704.687500 Penalty: 797.557312
	Iteration 3Q: 3 clusters Score -347704.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -347861.468750 Penalty: 797.557312
	Iteration 4F: 3 clusters Score -347861.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -348030.281250 Penalty: 797.557312
	Iteration 5F: 3 clusters Score -348030.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -348279.843750 Penalty: 797.557312
	Iteration 6F: 3 clusters Score -348279.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -348622.500000 Penalty: 797.557312
	Iteration 7F: 3 clusters Score -348622.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -349008.718750 Penalty: 797.557312
	Iteration 8F: 3 clusters Score -349008.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -349298.875000 Penalty: 797.557312
	Iteration 9Q: 3 clusters Score -349298.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -349470.750000 Penalty: 797.557312
	Iteration 10Q: 3 clusters Score -349470.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -349594.031250 Penalty: 797.557312
	Iteration 11Q: 3 clusters Score -349594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -349688.750000 Penalty: 797.557312
	Iteration 12Q: 3 clusters Score -349688.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -349766.750000 Penalty: 797.557312
	Iteration 13Q: 3 clusters Score -349766.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -349838.500000 Penalty: 797.557312
	Iteration 14Q: 3 clusters Score -349838.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -349880.875000 Penalty: 797.557312
	Iteration 15Q: 3 clusters Score -349880.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -349906.500000 Penalty: 797.557312
	Iteration 16Q: 3 clusters Score -349906.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -349920.281250 Penalty: 797.557312
	Iteration 17Q: 3 clusters Score -349920.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -349928.156250 Penalty: 797.557312
	Iteration 18Q: 3 clusters Score -349928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -349937.843750 Penalty: 797.557312
	Iteration 19Q: 3 clusters Score -349937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -349942.125000 Penalty: 797.557312
	Iteration 20F: 3 clusters Score -349942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -349946.343750 Penalty: 797.557312
	Iteration 21Q: 3 clusters Score -349946.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -349952.812500 Penalty: 797.557312
	Iteration 22Q: 3 clusters Score -349952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -349955.156250 Penalty: 797.557312
	Iteration 23Q: 3 clusters Score -349955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -349955.937500 Penalty: 797.557312
	Iteration 24Q: 3 clusters Score -349955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -349956.906250 Penalty: 797.557312
	Iteration 25Q: 3 clusters Score -349956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -349956.718750 Penalty: 797.557312
	Iteration 26Q: 3 clusters Score -349956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -349956.843750 Penalty: 797.557312
	Iteration 27Q: 3 clusters Score -349956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -349958.656250 Penalty: 797.557312
	Iteration 28Q: 3 clusters Score -349958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -349959.875000 Penalty: 797.557312
	Iteration 29Q: 3 clusters Score -349959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -349960.312500 Penalty: 797.557312
	Iteration 30Q: 3 clusters Score -349960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -349961.281250 Penalty: 797.557312
	Iteration 31Q: 3 clusters Score -349961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -349961.281250 Penalty: 797.557312
	Iteration 32F: 3 clusters Score -349961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -69852.992188 Penalty: 321.987762
	Iteration 0F: 2 clusters Score -69852.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68920.679688 Penalty: 643.975525
	Iteration 0F: 3 clusters Score -68920.68 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69203.492188 Penalty: 643.975525
	Iteration 1F: 3 clusters Score -69203.49 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69304.257812 Penalty: 643.975525
	Iteration 2F: 3 clusters Score -69304.26 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69384.101562 Penalty: 643.975525
	Iteration 3F: 3 clusters Score -69384.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69453.765625 Penalty: 643.975525
	Iteration 4F: 3 clusters Score -69453.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69507.148438 Penalty: 643.975525
	Iteration 5F: 3 clusters Score -69507.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -69566.187500 Penalty: 643.975525
	Iteration 6Q: 3 clusters Score -69566.19 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69622.648438 Penalty: 643.975525
	Iteration 7F: 3 clusters Score -69622.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69662.476562 Penalty: 643.975525
	Iteration 8Q: 3 clusters Score -69662.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69696.695312 Penalty: 643.975525
	Iteration 9Q: 3 clusters Score -69696.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -69713.953125 Penalty: 643.975525
	Iteration 10Q: 3 clusters Score -69713.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -69721.164062 Penalty: 643.975525
	Iteration 11Q: 3 clusters Score -69721.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -69724.000000 Penalty: 643.975525
	Iteration 12Q: 3 clusters Score -69724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -69726.015625 Penalty: 643.975525
	Iteration 13Q: 3 clusters Score -69726.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -69727.398438 Penalty: 643.975525
	Iteration 14Q: 3 clusters Score -69727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -69730.937500 Penalty: 643.975525
	Iteration 15Q: 3 clusters Score -69730.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -69733.562500 Penalty: 643.975525
	Iteration 16Q: 3 clusters Score -69733.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -69734.335938 Penalty: 643.975525
	Iteration 17Q: 3 clusters Score -69734.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -69734.812500 Penalty: 643.975525
	Iteration 18Q: 3 clusters Score -69734.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69737.148438 Penalty: 643.975525
	Iteration 19Q: 3 clusters Score -69737.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -69737.796875 Penalty: 643.975525
	Iteration 20F: 3 clusters Score -69737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69738.156250 Penalty: 643.975525
	Iteration 21Q: 3 clusters Score -69738.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69740.578125 Penalty: 643.975525
	Iteration 22Q: 3 clusters Score -69740.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69741.250000 Penalty: 643.975525
	Iteration 23Q: 3 clusters Score -69741.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69741.367188 Penalty: 643.975525
	Iteration 24Q: 3 clusters Score -69741.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69741.367188 Penalty: 643.975525
	Iteration 25F: 3 clusters Score -69741.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Entering Unmasked Estep 
Score: -1949756.250000 Penalty: 475.630981
	Iteration 0F: 2 clusters Score -1949756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1926468.250000 Penalty: 951.261963
	Iteration 0F: 3 clusters Score -1926468 nChanged 16700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1936785.250000 Penalty: 951.261963
	Iteration 1F: 3 clusters Score -1936785 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1937781.375000 Penalty: 951.261963
	Iteration 2F: 3 clusters Score -1937781 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1939284.625000 Penalty: 951.261963
	Iteration 3F: 3 clusters Score -1939285 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1941315.375000 Penalty: 951.261963
	Iteration 4F: 3 clusters Score -1941315 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1943308.250000 Penalty: 951.261963
	Iteration 5F: 3 clusters Score -1943308 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1944831.875000 Penalty: 951.261963
	Iteration 6F: 3 clusters Score -1944832 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1945913.125000 Penalty: 951.261963
	Iteration 7Q: 3 clusters Score -1945913 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1946690.875000 Penalty: 951.261963
	Iteration 8Q: 3 clusters Score -1946691 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1947352.250000 Penalty: 951.261963
	Iteration 9Q: 3 clusters Score -1947352 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1947927.125000 Penalty: 951.261963
	Iteration 10Q: 3 clusters Score -1947927 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1948438.000000 Penalty: 951.261963
	Iteration 11Q: 3 clusters Score -1948438 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1948842.125000 Penalty: 951.261963
	Iteration 12Q: 3 clusters Score -1948842 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1949093.000000 Penalty: 951.261963
	Iteration 13Q: 3 clusters Score -1949093 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1949227.000000 Penalty: 951.261963
	Iteration 14Q: 3 clusters Score -1949227 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1949328.375000 Penalty: 951.261963
	Iteration 15Q: 3 clusters Score -1949328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1949399.125000 Penalty: 951.261963
	Iteration 16Q: 3 clusters Score -1949399 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1949451.875000 Penalty: 951.261963
	Iteration 17Q: 3 clusters Score -1949452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1949477.500000 Penalty: 951.261963
	Iteration 18Q: 3 clusters Score -1949478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1949502.750000 Penalty: 951.261963
	Iteration 19Q: 3 clusters Score -1949503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1949527.375000 Penalty: 951.261963
	Iteration 20F: 3 clusters Score -1949527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1949541.500000 Penalty: 951.261963
	Iteration 21Q: 3 clusters Score -1949542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1949550.625000 Penalty: 951.261963
	Iteration 22Q: 3 clusters Score -1949551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1949557.125000 Penalty: 951.261963
	Iteration 23Q: 3 clusters Score -1949557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1949564.750000 Penalty: 951.261963
	Iteration 24Q: 3 clusters Score -1949565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1949568.000000 Penalty: 951.261963
	Iteration 25Q: 3 clusters Score -1949568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1949583.375000 Penalty: 951.261963
	Iteration 26Q: 3 clusters Score -1949583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1949593.250000 Penalty: 951.261963
	Iteration 27Q: 3 clusters Score -1949593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1949599.750000 Penalty: 951.261963
	Iteration 28Q: 3 clusters Score -1949600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1949604.875000 Penalty: 951.261963
	Iteration 29Q: 3 clusters Score -1949605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1949606.750000 Penalty: 951.261963
	Iteration 30Q: 3 clusters Score -1949607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1949606.750000 Penalty: 951.261963
	Iteration 31Q: 3 clusters Score -1949607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1949606.625000 Penalty: 951.261963
	Iteration 32Q: 3 clusters Score -1949607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1949606.000000 Penalty: 951.261963
	Iteration 33Q: 3 clusters Score -1949606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1949605.750000 Penalty: 951.261963
	Iteration 34Q: 3 clusters Score -1949606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1949607.625000 Penalty: 951.261963
	Iteration 35Q: 3 clusters Score -1949608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1949609.125000 Penalty: 951.261963
	Iteration 36Q: 3 clusters Score -1949609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1949608.375000 Penalty: 951.261963
	Iteration 37Q: 3 clusters Score -1949608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1949607.625000 Penalty: 951.261963
	Iteration 38Q: 3 clusters Score -1949608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1949607.625000 Penalty: 951.261963
	Iteration 39F: 3 clusters Score -1949608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -15366.085938 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -15366.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15006.945312 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -15006.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15165.684570 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -15165.68 nChanged 42
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: -15277.858398 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -15277.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15398.677734 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -15398.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15517.482422 Penalty: 531.498352
	Iteration 4F: 3 clusters Score -15517.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15590.218750 Penalty: 531.498352
	Iteration 5F: 3 clusters Score -15590.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15640.234375 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -15640.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15651.410156 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -15651.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15655.582031 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -15655.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15659.274414 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -15659.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15663.649414 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -15663.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15664.017578 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -15664.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15664.938477 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -15664.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15664.938477 Penalty: 531.498352
	Iteration 13F: 3 clusters Score -15664.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 73391 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 275 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 102711 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 136951 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
Score: -23047086.000000 Penalty: 13521.287109
Splitting cluster 12 changes total score from -23046856.000000 to -23047086.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (12925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Entering Unmasked Estep 
Score: -813677.875000 Penalty: 430.744812
	Iteration 0F: 2 clusters Score -813677.9 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 6394 members 
Entering Unmasked Estep 
Score: -805011.000000 Penalty: 861.489624
	Iteration 0F: 3 clusters Score -805011 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -808452.375000 Penalty: 861.489624
	Iteration 1F: 3 clusters Score -808452.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -808684.562500 Penalty: 861.489624
	Iteration 2F: 3 clusters Score -808684.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -808974.250000 Penalty: 861.489624
	Iteration 3F: 3 clusters Score -808974.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -809346.000000 Penalty: 861.489624
	Iteration 4F: 3 clusters Score -809346 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -809769.437500 Penalty: 861.489624
	Iteration 5F: 3 clusters Score -809769.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -810210.312500 Penalty: 861.489624
	Iteration 6F: 3 clusters Score -810210.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -810706.437500 Penalty: 861.489624
	Iteration 7F: 3 clusters Score -810706.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -811116.562500 Penalty: 861.489624
	Iteration 8F: 3 clusters Score -811116.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -811393.937500 Penalty: 861.489624
	Iteration 9Q: 3 clusters Score -811393.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -811586.500000 Penalty: 861.489624
	Iteration 10Q: 3 clusters Score -811586.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -811726.000000 Penalty: 861.489624
	Iteration 11Q: 3 clusters Score -811726 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -811852.687500 Penalty: 861.489624
	Iteration 12Q: 3 clusters Score -811852.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -811980.562500 Penalty: 861.489624
	Iteration 13Q: 3 clusters Score -811980.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -812119.250000 Penalty: 861.489624
	Iteration 14Q: 3 clusters Score -812119.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -812255.937500 Penalty: 861.489624
	Iteration 15Q: 3 clusters Score -812255.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -812394.062500 Penalty: 861.489624
	Iteration 16Q: 3 clusters Score -812394.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -812544.312500 Penalty: 861.489624
	Iteration 17Q: 3 clusters Score -812544.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -812681.750000 Penalty: 861.489624
	Iteration 18Q: 3 clusters Score -812681.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -812840.250000 Penalty: 861.489624
	Iteration 19Q: 3 clusters Score -812840.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -812966.375000 Penalty: 861.489624
	Iteration 20F: 3 clusters Score -812966.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -813074.937500 Penalty: 861.489624
	Iteration 21Q: 3 clusters Score -813074.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -813150.562500 Penalty: 861.489624
	Iteration 22Q: 3 clusters Score -813150.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -813200.375000 Penalty: 861.489624
	Iteration 23Q: 3 clusters Score -813200.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -813231.187500 Penalty: 861.489624
	Iteration 24Q: 3 clusters Score -813231.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -813254.000000 Penalty: 861.489624
	Iteration 25Q: 3 clusters Score -813254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -813269.000000 Penalty: 861.489624
	Iteration 26Q: 3 clusters Score -813269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -813276.312500 Penalty: 861.489624
	Iteration 27Q: 3 clusters Score -813276.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -813284.687500 Penalty: 861.489624
	Iteration 28Q: 3 clusters Score -813284.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -813293.875000 Penalty: 861.489624
	Iteration 29Q: 3 clusters Score -813293.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -813302.250000 Penalty: 861.489624
	Iteration 30Q: 3 clusters Score -813302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -813311.500000 Penalty: 861.489624
	Iteration 31Q: 3 clusters Score -813311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -813319.437500 Penalty: 861.489624
	Iteration 32Q: 3 clusters Score -813319.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -813328.250000 Penalty: 861.489624
	Iteration 33Q: 3 clusters Score -813328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -813331.750000 Penalty: 861.489624
	Iteration 34Q: 3 clusters Score -813331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -813333.312500 Penalty: 861.489624
	Iteration 35Q: 3 clusters Score -813333.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -813335.500000 Penalty: 861.489624
	Iteration 36Q: 3 clusters Score -813335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -813336.312500 Penalty: 861.489624
	Iteration 37Q: 3 clusters Score -813336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -813336.375000 Penalty: 861.489624
	Iteration 38Q: 3 clusters Score -813336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -813337.437500 Penalty: 861.489624
	Iteration 39Q: 3 clusters Score -813337.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -813337.437500 Penalty: 861.489624
	Iteration 40F: 3 clusters Score -813337.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -174940.437500 Penalty: 367.098083
	Iteration 0F: 2 clusters Score -174940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -172736.843750 Penalty: 734.196167
	Iteration 0F: 3 clusters Score -172736.8 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -173590.421875 Penalty: 734.196167
	Iteration 1F: 3 clusters Score -173590.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -173771.656250 Penalty: 734.196167
	Iteration 2F: 3 clusters Score -173771.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -174015.781250 Penalty: 734.196167
	Iteration 3F: 3 clusters Score -174015.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174255.218750 Penalty: 734.196167
	Iteration 4F: 3 clusters Score -174255.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174474.656250 Penalty: 734.196167
	Iteration 5F: 3 clusters Score -174474.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174610.546875 Penalty: 734.196167
	Iteration 6F: 3 clusters Score -174610.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -174710.234375 Penalty: 734.196167
	Iteration 7Q: 3 clusters Score -174710.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -174773.750000 Penalty: 734.196167
	Iteration 8Q: 3 clusters Score -174773.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -174807.500000 Penalty: 734.196167
	Iteration 9Q: 3 clusters Score -174807.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -174844.062500 Penalty: 734.196167
	Iteration 10Q: 3 clusters Score -174844.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -174869.015625 Penalty: 734.196167
	Iteration 11Q: 3 clusters Score -174869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -174878.109375 Penalty: 734.196167
	Iteration 12Q: 3 clusters Score -174878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -174885.781250 Penalty: 734.196167
	Iteration 13Q: 3 clusters Score -174885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -174891.890625 Penalty: 734.196167
	Iteration 14Q: 3 clusters Score -174891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -174894.953125 Penalty: 734.196167
	Iteration 15Q: 3 clusters Score -174895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -174896.921875 Penalty: 734.196167
	Iteration 16Q: 3 clusters Score -174896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -174899.187500 Penalty: 734.196167
	Iteration 17Q: 3 clusters Score -174899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -174901.468750 Penalty: 734.196167
	Iteration 18Q: 3 clusters Score -174901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -174904.781250 Penalty: 734.196167
	Iteration 19Q: 3 clusters Score -174904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -174905.906250 Penalty: 734.196167
	Iteration 20F: 3 clusters Score -174905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -174906.750000 Penalty: 734.196167
	Iteration 21Q: 3 clusters Score -174906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -174906.750000 Penalty: 734.196167
	Iteration 22F: 3 clusters Score -174906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -61730.421875 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -61730.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60879.949219 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -60879.95 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -61176.667969 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -61176.67 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -61238.761719 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -61238.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -61280.707031 Penalty: 637.030396
	Iteration 3F: 3 clusters Score -61280.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61306.859375 Penalty: 637.030396
	Iteration 4Q: 3 clusters Score -61306.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -61327.027344 Penalty: 637.030396
	Iteration 5Q: 3 clusters Score -61327.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -61351.273438 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -61351.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61364.601562 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -61364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61371.031250 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -61371.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61382.062500 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -61382.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61387.976562 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -61387.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -61392.148438 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -61392.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -61397.367188 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -61397.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -61401.125000 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -61401.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -61404.945312 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -61404.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -61408.691406 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -61408.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -61411.542969 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -61411.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -61414.441406 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -61414.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -61417.750000 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -61417.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -61419.496094 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -61419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61420.234375 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -61420.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -61421.035156 Penalty: 637.030396
	Iteration 21Q: 3 clusters Score -61421.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -61421.347656 Penalty: 637.030396
	Iteration 22Q: 3 clusters Score -61421.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61421.601562 Penalty: 637.030396
	Iteration 23Q: 3 clusters Score -61421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -61421.601562 Penalty: 637.030396
	Iteration 24F: 3 clusters Score -61421.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -53822.945312 Penalty: 314.980286
	Iteration 0F: 2 clusters Score -53822.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53018.292969 Penalty: 629.960571
	Iteration 0F: 3 clusters Score -53018.29 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -53291.968750 Penalty: 629.960571
	Iteration 1F: 3 clusters Score -53291.97 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -53346.941406 Penalty: 629.960571
	Iteration 2F: 3 clusters Score -53346.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53421.109375 Penalty: 629.960571
	Iteration 3F: 3 clusters Score -53421.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -53586.191406 Penalty: 629.960571
	Iteration 4F: 3 clusters Score -53586.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -53841.070312 Penalty: 629.960571
	Iteration 5F: 3 clusters Score -53841.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -53895.433594 Penalty: 629.960571
	Iteration 6Q: 3 clusters Score -53895.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53925.644531 Penalty: 629.960571
	Iteration 7Q: 3 clusters Score -53925.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -53978.156250 Penalty: 629.960571
	Iteration 8Q: 3 clusters Score -53978.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -54051.882812 Penalty: 629.960571
	Iteration 9Q: 3 clusters Score -54051.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54136.058594 Penalty: 629.960571
	Iteration 10Q: 3 clusters Score -54136.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54164.375000 Penalty: 629.960571
	Iteration 11Q: 3 clusters Score -54164.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54176.957031 Penalty: 629.960571
	Iteration 12Q: 3 clusters Score -54176.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54200.781250 Penalty: 629.960571
	Iteration 13Q: 3 clusters Score -54200.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54223.687500 Penalty: 629.960571
	Iteration 14Q: 3 clusters Score -54223.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54250.253906 Penalty: 629.960571
	Iteration 15Q: 3 clusters Score -54250.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54269.671875 Penalty: 629.960571
	Iteration 16Q: 3 clusters Score -54269.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54280.660156 Penalty: 629.960571
	Iteration 17Q: 3 clusters Score -54280.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54285.511719 Penalty: 629.960571
	Iteration 18Q: 3 clusters Score -54285.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54289.378906 Penalty: 629.960571
	Iteration 19Q: 3 clusters Score -54289.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54294.468750 Penalty: 629.960571
	Iteration 20F: 3 clusters Score -54294.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -54297.656250 Penalty: 629.960571
	Iteration 21Q: 3 clusters Score -54297.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54300.968750 Penalty: 629.960571
	Iteration 22Q: 3 clusters Score -54300.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54305.457031 Penalty: 629.960571
	Iteration 23Q: 3 clusters Score -54305.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54312.738281 Penalty: 629.960571
	Iteration 24Q: 3 clusters Score -54312.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54319.867188 Penalty: 629.960571
	Iteration 25Q: 3 clusters Score -54319.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54324.035156 Penalty: 629.960571
	Iteration 26Q: 3 clusters Score -54324.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54326.472656 Penalty: 629.960571
	Iteration 27Q: 3 clusters Score -54326.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -54328.273438 Penalty: 629.960571
	Iteration 28Q: 3 clusters Score -54328.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54333.964844 Penalty: 629.960571
	Iteration 29Q: 3 clusters Score -54333.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54338.246094 Penalty: 629.960571
	Iteration 30Q: 3 clusters Score -54338.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -54341.921875 Penalty: 629.960571
	Iteration 31Q: 3 clusters Score -54341.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -54344.062500 Penalty: 629.960571
	Iteration 32Q: 3 clusters Score -54344.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -54345.183594 Penalty: 629.960571
	Iteration 33Q: 3 clusters Score -54345.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -54346.664062 Penalty: 629.960571
	Iteration 34Q: 3 clusters Score -54346.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -54348.628906 Penalty: 629.960571
	Iteration 35Q: 3 clusters Score -54348.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54349.328125 Penalty: 629.960571
	Iteration 36Q: 3 clusters Score -54349.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -54349.480469 Penalty: 629.960571
	Iteration 37Q: 3 clusters Score -54349.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -54349.480469 Penalty: 629.960571
	Iteration 38F: 3 clusters Score -54349.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 73391 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 275 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 102711 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 136951 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 515 members 
Entering Unmasked Estep 
Score: -23047344.000000 Penalty: 14109.168945
Splitting cluster 16 changes total score from -23046856.000000 to -23047344.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -13430.192383 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -13430.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13139.566406 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -13139.57 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13301.828125 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -13301.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13349.250000 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -13349.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13359.880859 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -13359.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13367.815430 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -13367.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13385.598633 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -13385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13396.505859 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -13396.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13404.073242 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -13404.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13407.944336 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -13407.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13415.539062 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -13415.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13428.474609 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -13428.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13430.538086 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -13430.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13431.562500 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -13431.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13431.562500 Penalty: 511.126190
	Iteration 13F: 3 clusters Score -13431.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 73391 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 102 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 102711 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 136951 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 173 members 
Entering Unmasked Estep 
Score: -23047000.000000 Penalty: 14697.050781
Splitting cluster 17 changes total score from -23046856.000000 to -23047000.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7434.400391 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7245.945312 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7245.945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7771.678711 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -7771.679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7879.079590 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -7879.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7915.477051 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -7915.477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7933.085938 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -7933.086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7933.085938 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -7933.086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 73391 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 102 members 
Mstep: Class 18 contains 24 members 
Mstep: Class 19 contains 102711 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 136951 members 
Mstep: Class 23 contains 203 members 
Mstep: Class 24 contains 515 members 
Mstep: Class 25 contains 173 members 
Mstep: Class 26 contains 153 members 
Entering Unmasked Estep 
Score: -23047150.000000 Penalty: 15284.933594
Splitting cluster 18 changes total score from -23046856.000000 to -23047150.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (102711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Entering Unmasked Estep 
Score: -6047204.000000 Penalty: 525.055176
	Iteration 0F: 2 clusters Score -6047204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -5978137.500000 Penalty: 1050.110352
	Iteration 0F: 3 clusters Score -5978138 nChanged 49737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -6009901.000000 Penalty: 1050.110352
	Iteration 1F: 3 clusters Score -6009901 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -6014293.000000 Penalty: 1050.110352
	Iteration 2F: 3 clusters Score -6014293 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -6021224.000000 Penalty: 1050.110352
	Iteration 3F: 3 clusters Score -6021224 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -6029795.500000 Penalty: 1050.110352
	Iteration 4F: 3 clusters Score -6029796 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -6037362.500000 Penalty: 1050.110352
	Iteration 5F: 3 clusters Score -6037362 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -6042274.000000 Penalty: 1050.110352
	Iteration 6Q: 3 clusters Score -6042274 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -6044868.500000 Penalty: 1050.110352
	Iteration 7Q: 3 clusters Score -6044868 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -6045994.500000 Penalty: 1050.110352
	Iteration 8Q: 3 clusters Score -6045994 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -6046417.000000 Penalty: 1050.110352
	Iteration 9Q: 3 clusters Score -6046417 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 102476 members 
Entering Unmasked Estep 
Score: -6046588.500000 Penalty: 1050.110352
	Iteration 10Q: 3 clusters Score -6046588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 102555 members 
Entering Unmasked Estep 
Score: -6046675.000000 Penalty: 1050.110352
	Iteration 11Q: 3 clusters Score -6046675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102581 members 
Entering Unmasked Estep 
Score: -6046706.500000 Penalty: 1050.110352
	Iteration 12Q: 3 clusters Score -6046706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -6046735.000000 Penalty: 1050.110352
	Iteration 13Q: 3 clusters Score -6046735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -6046745.500000 Penalty: 1050.110352
	Iteration 14Q: 3 clusters Score -6046746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -6046759.500000 Penalty: 1050.110352
	Iteration 15Q: 3 clusters Score -6046760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102611 members 
Entering Unmasked Estep 
Score: -6046770.000000 Penalty: 1050.110352
	Iteration 16Q: 3 clusters Score -6046770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -6046778.000000 Penalty: 1050.110352
	Iteration 17Q: 3 clusters Score -6046778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -6046786.500000 Penalty: 1050.110352
	Iteration 18Q: 3 clusters Score -6046786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -6046786.000000 Penalty: 1050.110352
	Iteration 19Q: 3 clusters Score -6046786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -6046786.000000 Penalty: 1050.110352
	Iteration 20F: 3 clusters Score -6046786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -53682.027344 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -53682.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -52897.710938 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -52897.71 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -53130.125000 Penalty: 624.510925
	Iteration 1F: 3 clusters Score -53130.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -53185.644531 Penalty: 624.510925
	Iteration 2F: 3 clusters Score -53185.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -53217.414062 Penalty: 624.510925
	Iteration 3F: 3 clusters Score -53217.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53230.386719 Penalty: 624.510925
	Iteration 4Q: 3 clusters Score -53230.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -53243.207031 Penalty: 624.510925
	Iteration 5Q: 3 clusters Score -53243.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53252.863281 Penalty: 624.510925
	Iteration 6Q: 3 clusters Score -53252.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -53258.382812 Penalty: 624.510925
	Iteration 7Q: 3 clusters Score -53258.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -53264.113281 Penalty: 624.510925
	Iteration 8Q: 3 clusters Score -53264.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -53269.480469 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -53269.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -53274.593750 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -53274.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -53281.753906 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -53281.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53289.035156 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -53289.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -53297.601562 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -53297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -53301.316406 Penalty: 624.510925
	Iteration 14Q: 3 clusters Score -53301.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -53307.484375 Penalty: 624.510925
	Iteration 15Q: 3 clusters Score -53307.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -53318.515625 Penalty: 624.510925
	Iteration 16Q: 3 clusters Score -53318.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53333.703125 Penalty: 624.510925
	Iteration 17Q: 3 clusters Score -53333.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -53347.730469 Penalty: 624.510925
	Iteration 18Q: 3 clusters Score -53347.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -53357.894531 Penalty: 624.510925
	Iteration 19Q: 3 clusters Score -53357.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -53367.734375 Penalty: 624.510925
	Iteration 20F: 3 clusters Score -53367.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -53374.183594 Penalty: 624.510925
	Iteration 21Q: 3 clusters Score -53374.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -53379.511719 Penalty: 624.510925
	Iteration 22Q: 3 clusters Score -53379.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -53388.769531 Penalty: 624.510925
	Iteration 23Q: 3 clusters Score -53388.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -53396.867188 Penalty: 624.510925
	Iteration 24Q: 3 clusters Score -53396.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -53400.234375 Penalty: 624.510925
	Iteration 25Q: 3 clusters Score -53400.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53400.574219 Penalty: 624.510925
	Iteration 26Q: 3 clusters Score -53400.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53400.574219 Penalty: 624.510925
	Iteration 27F: 3 clusters Score -53400.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (136951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136951 members 
Entering Unmasked Estep 
Score: -8187234.500000 Penalty: 538.145691
	Iteration 0F: 2 clusters Score -8187234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -8100853.500000 Penalty: 1076.291382
	Iteration 0F: 3 clusters Score -8100854 nChanged 67081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71771 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -8148123.500000 Penalty: 1076.291382
	Iteration 1F: 3 clusters Score -8148124 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -8154314.000000 Penalty: 1076.291382
	Iteration 2F: 3 clusters Score -8154314 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -8161218.000000 Penalty: 1076.291382
	Iteration 3F: 3 clusters Score -8161218 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -8166891.500000 Penalty: 1076.291382
	Iteration 4F: 3 clusters Score -8166892 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -8169793.000000 Penalty: 1076.291382
	Iteration 5Q: 3 clusters Score -8169793 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -8170751.000000 Penalty: 1076.291382
	Iteration 6Q: 3 clusters Score -8170751 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -8171041.500000 Penalty: 1076.291382
	Iteration 7Q: 3 clusters Score -8171042 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -8171247.500000 Penalty: 1076.291382
	Iteration 8Q: 3 clusters Score -8171248 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -8171343.500000 Penalty: 1076.291382
	Iteration 9Q: 3 clusters Score -8171344 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -8171465.000000 Penalty: 1076.291382
	Iteration 10Q: 3 clusters Score -8171465 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -8171557.000000 Penalty: 1076.291382
	Iteration 11Q: 3 clusters Score -8171557 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -8171713.000000 Penalty: 1076.291382
	Iteration 12Q: 3 clusters Score -8171713 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -8171767.000000 Penalty: 1076.291382
	Iteration 13Q: 3 clusters Score -8171767 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -8171891.000000 Penalty: 1076.291382
	Iteration 14Q: 3 clusters Score -8171891 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -8172015.500000 Penalty: 1076.291382
	Iteration 15Q: 3 clusters Score -8172016 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -8172119.000000 Penalty: 1076.291382
	Iteration 16Q: 3 clusters Score -8172119 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -8172257.000000 Penalty: 1076.291382
	Iteration 17Q: 3 clusters Score -8172257 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -8172417.500000 Penalty: 1076.291382
	Iteration 18Q: 3 clusters Score -8172418 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -8172566.500000 Penalty: 1076.291382
	Iteration 19Q: 3 clusters Score -8172566 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -8172677.000000 Penalty: 1076.291382
	Iteration 20F: 3 clusters Score -8172677 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -8172847.500000 Penalty: 1076.291382
	Iteration 21Q: 3 clusters Score -8172848 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -8172956.500000 Penalty: 1076.291382
	Iteration 22Q: 3 clusters Score -8172956 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -8173064.000000 Penalty: 1076.291382
	Iteration 23Q: 3 clusters Score -8173064 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -8173155.500000 Penalty: 1076.291382
	Iteration 24Q: 3 clusters Score -8173156 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -8173222.500000 Penalty: 1076.291382
	Iteration 25Q: 3 clusters Score -8173222 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -8173265.000000 Penalty: 1076.291382
	Iteration 26Q: 3 clusters Score -8173265 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -8173383.000000 Penalty: 1076.291382
	Iteration 27Q: 3 clusters Score -8173383 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -8173504.500000 Penalty: 1076.291382
	Iteration 28Q: 3 clusters Score -8173504 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -8173613.500000 Penalty: 1076.291382
	Iteration 29Q: 3 clusters Score -8173614 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -8173704.500000 Penalty: 1076.291382
	Iteration 30Q: 3 clusters Score -8173704 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -8173758.500000 Penalty: 1076.291382
	Iteration 31Q: 3 clusters Score -8173758 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -8173906.500000 Penalty: 1076.291382
	Iteration 32Q: 3 clusters Score -8173906 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -8174056.000000 Penalty: 1076.291382
	Iteration 33Q: 3 clusters Score -8174056 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -8174265.000000 Penalty: 1076.291382
	Iteration 34Q: 3 clusters Score -8174265 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8174450.500000 Penalty: 1076.291382
	Iteration 35Q: 3 clusters Score -8174450 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8174764.500000 Penalty: 1076.291382
	Iteration 36Q: 3 clusters Score -8174764 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -8174988.500000 Penalty: 1076.291382
	Iteration 37Q: 3 clusters Score -8174988 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -8175354.000000 Penalty: 1076.291382
	Iteration 38Q: 3 clusters Score -8175354 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -8175809.000000 Penalty: 1076.291382
	Iteration 39Q: 3 clusters Score -8175809 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -8176271.000000 Penalty: 1076.291382
	Iteration 40F: 3 clusters Score -8176271 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -8176843.500000 Penalty: 1076.291382
	Iteration 41Q: 3 clusters Score -8176844 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -8177527.000000 Penalty: 1076.291382
	Iteration 42Q: 3 clusters Score -8177527 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -8178311.500000 Penalty: 1076.291382
	Iteration 43Q: 3 clusters Score -8178312 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113431 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -8179266.000000 Penalty: 1076.291382
	Iteration 44Q: 3 clusters Score -8179266 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8180299.500000 Penalty: 1076.291382
	Iteration 45Q: 3 clusters Score -8180300 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -8181219.500000 Penalty: 1076.291382
	Iteration 46Q: 3 clusters Score -8181220 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -8182129.000000 Penalty: 1076.291382
	Iteration 47Q: 3 clusters Score -8182129 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -8183060.500000 Penalty: 1076.291382
	Iteration 48Q: 3 clusters Score -8183060 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124957 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -8183816.000000 Penalty: 1076.291382
	Iteration 49Q: 3 clusters Score -8183816 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -8184361.000000 Penalty: 1076.291382
	Iteration 50Q: 3 clusters Score -8184361 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128752 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -8185005.000000 Penalty: 1076.291382
	Iteration 51Q: 3 clusters Score -8185005 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130504 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -8185509.500000 Penalty: 1076.291382
	Iteration 52Q: 3 clusters Score -8185510 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -8185955.000000 Penalty: 1076.291382
	Iteration 53Q: 3 clusters Score -8185955 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133274 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8186303.000000 Penalty: 1076.291382
	Iteration 54Q: 3 clusters Score -8186303 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134190 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8186573.000000 Penalty: 1076.291382
	Iteration 55Q: 3 clusters Score -8186573 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134910 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8186634.500000 Penalty: 1076.291382
	Iteration 56Q: 3 clusters Score -8186634 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8186686.000000 Penalty: 1076.291382
	Iteration 57Q: 3 clusters Score -8186686 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135744 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8186654.000000 Penalty: 1076.291382
	Iteration 58Q: 3 clusters Score -8186654 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135959 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8186672.500000 Penalty: 1076.291382
	Iteration 59Q: 3 clusters Score -8186672 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136123 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8186823.000000 Penalty: 1076.291382
	Iteration 60F: 3 clusters Score -8186823 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136370 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8186856.500000 Penalty: 1076.291382
	Iteration 61Q: 3 clusters Score -8186856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8186880.000000 Penalty: 1076.291382
	Iteration 62Q: 3 clusters Score -8186880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8186891.500000 Penalty: 1076.291382
	Iteration 63Q: 3 clusters Score -8186892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136602 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8186917.000000 Penalty: 1076.291382
	Iteration 64Q: 3 clusters Score -8186917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8186900.500000 Penalty: 1076.291382
	Iteration 65Q: 3 clusters Score -8186900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8186891.500000 Penalty: 1076.291382
	Iteration 66Q: 3 clusters Score -8186892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136650 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8186891.500000 Penalty: 1076.291382
	Iteration 67Q: 3 clusters Score -8186892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136659 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8186895.000000 Penalty: 1076.291382
	Iteration 68Q: 3 clusters Score -8186895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136669 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8186895.000000 Penalty: 1076.291382
	Iteration 69Q: 3 clusters Score -8186895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8186892.000000 Penalty: 1076.291382
	Iteration 70Q: 3 clusters Score -8186892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136680 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8186885.500000 Penalty: 1076.291382
	Iteration 71Q: 3 clusters Score -8186886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8186874.500000 Penalty: 1076.291382
	Iteration 72Q: 3 clusters Score -8186874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8186876.500000 Penalty: 1076.291382
	Iteration 73Q: 3 clusters Score -8186876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8186876.000000 Penalty: 1076.291382
	Iteration 74Q: 3 clusters Score -8186876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136709 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8186876.000000 Penalty: 1076.291382
	Iteration 75Q: 3 clusters Score -8186876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8186881.500000 Penalty: 1076.291382
	Iteration 76Q: 3 clusters Score -8186882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8186882.000000 Penalty: 1076.291382
	Iteration 77Q: 3 clusters Score -8186882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8186882.000000 Penalty: 1076.291382
	Iteration 78F: 3 clusters Score -8186882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -10304.556641 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10304.56 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 98 members 
Entering Unmasked Estep 
Score: -10070.267578 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10070.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10188.721680 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10188.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10213.988281 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10213.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10223.139648 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10223.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10226.040039 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10226.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10249.445312 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10249.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10263.680664 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10263.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10265.108398 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10265.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10265.910156 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10265.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10267.666992 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -10267.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10271.708008 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -10271.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10276.051758 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -10276.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10276.051758 Penalty: 483.501770
	Iteration 12F: 3 clusters Score -10276.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 73391 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 102 members 
Mstep: Class 18 contains 24 members 
Mstep: Class 19 contains 102711 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 136951 members 
Mstep: Class 23 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23047252.000000 Penalty: 15284.933594
Iteration 79Q: 27 clusters Score -2.304725e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3281 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 13760 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 1761 members 
Mstep: Class 6 contains 72877 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6499 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 34657 members 
Mstep: Class 12 contains 129 members 
Mstep: Class 13 contains 12917 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 102 members 
Mstep: Class 18 contains 24 members 
Mstep: Class 19 contains 103323 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 136616 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 416.979248 but Gain 587.882812
Score: -23047828.000000 Penalty: 14697.050781
Iteration 80F: 26 clusters Score -2.304783e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3285 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 72324 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6560 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 34652 members 
Mstep: Class 12 contains 135 members 
Mstep: Class 13 contains 12896 members 
Mstep: Class 14 contains 3422 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 99 members 
Mstep: Class 19 contains 103981 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 136269 members 
Mstep: Class 23 contains 200 members 
Mstep: Class 24 contains 505 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048256.000000 Penalty: 14697.050781
Iteration 81Q: 26 clusters Score -2.304826e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 13958 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 71778 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6630 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 34610 members 
Mstep: Class 12 contains 137 members 
Mstep: Class 13 contains 12850 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 17 contains 99 members 
Mstep: Class 19 contains 104692 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 135917 members 
Mstep: Class 23 contains 196 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 228 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048656.000000 Penalty: 14697.050781
Iteration 82Q: 26 clusters Score -2.304866e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 14076 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 1725 members 
Mstep: Class 6 contains 71181 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 34541 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12789 members 
Mstep: Class 14 contains 3625 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 17 contains 101 members 
Mstep: Class 19 contains 105431 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 135644 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048922.000000 Penalty: 14697.050781
Iteration 83Q: 26 clusters Score -2.304892e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 14183 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 70545 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6774 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 34469 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12731 members 
Mstep: Class 14 contains 3710 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 504 members 
Mstep: Class 17 contains 102 members 
Mstep: Class 19 contains 106230 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 135361 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049174.000000 Penalty: 14697.050781
Iteration 84Q: 26 clusters Score -2.304917e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 69902 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 34404 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12663 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 19 contains 107055 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 135075 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049388.000000 Penalty: 14697.050781
Iteration 85Q: 26 clusters Score -2.304939e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 14382 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 69204 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 34354 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 107929 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134847 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049656.000000 Penalty: 14697.050781
Iteration 86Q: 26 clusters Score -2.304966e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 14513 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 68461 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 34280 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12477 members 
Mstep: Class 14 contains 3904 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 108852 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134621 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049948.000000 Penalty: 14697.050781
Iteration 87Q: 26 clusters Score -2.304995e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 67643 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 34230 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12369 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 109803 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134406 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050230.000000 Penalty: 14697.050781
Iteration 88Q: 26 clusters Score -2.305023e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 14788 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 1660 members 
Mstep: Class 6 contains 66793 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 34184 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 4023 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 110805 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134150 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050536.000000 Penalty: 14697.050781
Iteration 89Q: 26 clusters Score -2.305054e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 14931 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 65887 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7138 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 34119 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12183 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 111879 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133889 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 26 clusters Score -2.305074e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 15083 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 64970 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7186 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 34057 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12099 members 
Mstep: Class 14 contains 4127 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 113014 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133570 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051048.000000 Penalty: 14697.050781
Iteration 91Q: 26 clusters Score -2.305105e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 63969 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 33973 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11995 members 
Mstep: Class 14 contains 4170 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 114248 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133294 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 253 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051178.000000 Penalty: 14697.050781
Iteration 92Q: 26 clusters Score -2.305118e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 15370 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 62950 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 33883 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11873 members 
Mstep: Class 14 contains 4217 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 115576 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132961 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 253 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 26 clusters Score -2.30515e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 61882 members 
Mstep: Class 7 contains 1091 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 33779 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11751 members 
Mstep: Class 14 contains 4262 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 117016 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132598 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051734.000000 Penalty: 14697.050781
Iteration 94Q: 26 clusters Score -2.305173e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 60744 members 
Mstep: Class 7 contains 1102 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 33661 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11631 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 118568 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132190 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 26 clusters Score -2.305209e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 15797 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 59557 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 1226 members 
Mstep: Class 11 contains 33530 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11487 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 120198 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 131769 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 26 clusters Score -2.305233e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 15942 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 58350 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 33390 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11326 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 121961 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 131271 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 26 clusters Score -2.305263e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 16075 members 
Mstep: Class 4 contains 4336 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 57180 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 33245 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11149 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 123740 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130782 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052748.000000 Penalty: 14697.050781
Iteration 98Q: 26 clusters Score -2.305275e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 16239 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 55902 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 33111 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10997 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 125642 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130201 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 26 clusters Score -2.305267e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 54528 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 33019 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10846 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 127688 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 129465 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 26 clusters Score -2.305296e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 16716 members 
Mstep: Class 4 contains 4210 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 53087 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7569 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 32928 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10678 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 129950 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 128587 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 26 clusters Score -2.3053e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 17020 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 51545 members 
Mstep: Class 7 contains 1157 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7596 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 32807 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 132449 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 127561 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 26 clusters Score -2.305281e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5646 members 
Mstep: Class 3 contains 17361 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 50000 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 32677 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 134953 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 126499 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 26 clusters Score -2.305258e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 17727 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 48480 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7643 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 32540 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10140 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 137355 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 125504 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 26 clusters Score -2.305212e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 46959 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7673 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 32402 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9976 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 139609 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 124594 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 26 clusters Score -2.305152e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 18502 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 45540 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 32259 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9812 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 141722 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123783 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 26 clusters Score -2.305113e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 18894 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 44186 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7698 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 32122 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 143633 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123112 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 26 clusters Score -2.305038e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5971 members 
Mstep: Class 3 contains 19280 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 42989 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9499 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 145373 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 122400 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 26 clusters Score -2.304993e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 19635 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 41938 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7710 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 31798 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9384 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 146894 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 121828 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 26 clusters Score -2.304955e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 19941 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 41011 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 31583 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9265 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 148235 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 121379 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 26 clusters Score -2.304938e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 20222 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 40192 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7732 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 31332 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 149375 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 121049 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 26 clusters Score -2.304926e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6244 members 
Mstep: Class 3 contains 20463 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 39419 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 31094 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 14 contains 5149 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 150306 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 120885 members 
Mstep: Class 23 contains 192 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 266 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 26 clusters Score -2.304915e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 20628 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 38690 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 30899 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9008 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 151013 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 120958 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049198.000000 Penalty: 14697.050781
Iteration 113Q: 26 clusters Score -2.30492e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 20730 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 38004 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 30700 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8922 members 
Mstep: Class 14 contains 5222 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 151665 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 121109 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049224.000000 Penalty: 14697.050781
Iteration 114Q: 26 clusters Score -2.304922e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 20781 members 
Mstep: Class 4 contains 3188 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 37360 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7765 members 
Mstep: Class 10 contains 1202 members 
Mstep: Class 11 contains 30486 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 5259 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 152222 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 121391 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049410.000000 Penalty: 14697.050781
Iteration 115Q: 26 clusters Score -2.304941e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 36764 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7777 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 11 contains 30273 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 5285 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 152586 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 121808 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049648.000000 Penalty: 14697.050781
Iteration 116Q: 26 clusters Score -2.304965e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6638 members 
Mstep: Class 3 contains 20739 members 
Mstep: Class 4 contains 3114 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 36223 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7775 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 30060 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8669 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 152851 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 122343 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049788.000000 Penalty: 14697.050781
Iteration 117Q: 26 clusters Score -2.304979e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 35688 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7775 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 29846 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8620 members 
Mstep: Class 14 contains 5356 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 153014 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123002 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049988.000000 Penalty: 14697.050781
Iteration 118Q: 26 clusters Score -2.304999e+07 nChanged 2583
Entering ConstructFrom: 
Score: -23049988.000000 Penalty: 14697.050781
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -84641.531250 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84641.53 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -85029.679688 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -85029.68 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -85119.773438 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85119.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -85169.867188 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85169.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -85219.367188 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85219.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -85255.078125 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85255.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -85306.859375 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85306.86 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -85348.531250 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85348.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -85399.062500 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85399.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -85441.234375 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85441.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -85470.109375 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85470.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -85489.171875 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85489.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -85500.335938 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85500.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -85505.484375 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85505.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -85512.187500 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85512.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -85514.015625 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85514.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -85514.539062 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85514.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -85514.539062 Penalty: 666.708374
	Iteration 17F: 3 clusters Score -85514.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -375089.343750 Penalty: 401.368683
	Iteration 0F: 2 clusters Score -375089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -370500.906250 Penalty: 802.737366
	Iteration 0F: 3 clusters Score -370500.9 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -372456.812500 Penalty: 802.737366
	Iteration 1F: 3 clusters Score -372456.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -372746.593750 Penalty: 802.737366
	Iteration 2F: 3 clusters Score -372746.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -373074.000000 Penalty: 802.737366
	Iteration 3F: 3 clusters Score -373074 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -373400.281250 Penalty: 802.737366
	Iteration 4F: 3 clusters Score -373400.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -373646.593750 Penalty: 802.737366
	Iteration 5F: 3 clusters Score -373646.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -373814.531250 Penalty: 802.737366
	Iteration 6Q: 3 clusters Score -373814.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -373914.906250 Penalty: 802.737366
	Iteration 7Q: 3 clusters Score -373914.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -373977.437500 Penalty: 802.737366
	Iteration 8Q: 3 clusters Score -373977.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -374036.937500 Penalty: 802.737366
	Iteration 9Q: 3 clusters Score -374036.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -374098.687500 Penalty: 802.737366
	Iteration 10Q: 3 clusters Score -374098.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -374142.593750 Penalty: 802.737366
	Iteration 11Q: 3 clusters Score -374142.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -374172.312500 Penalty: 802.737366
	Iteration 12Q: 3 clusters Score -374172.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -374198.062500 Penalty: 802.737366
	Iteration 13Q: 3 clusters Score -374198.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -374211.812500 Penalty: 802.737366
	Iteration 14Q: 3 clusters Score -374211.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -374229.250000 Penalty: 802.737366
	Iteration 15Q: 3 clusters Score -374229.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -374243.656250 Penalty: 802.737366
	Iteration 16Q: 3 clusters Score -374243.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -374254.312500 Penalty: 802.737366
	Iteration 17Q: 3 clusters Score -374254.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -374262.875000 Penalty: 802.737366
	Iteration 18Q: 3 clusters Score -374262.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -374268.406250 Penalty: 802.737366
	Iteration 19Q: 3 clusters Score -374268.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -374273.250000 Penalty: 802.737366
	Iteration 20F: 3 clusters Score -374273.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -374278.468750 Penalty: 802.737366
	Iteration 21Q: 3 clusters Score -374278.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -374283.593750 Penalty: 802.737366
	Iteration 22Q: 3 clusters Score -374283.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -374289.000000 Penalty: 802.737366
	Iteration 23Q: 3 clusters Score -374289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -374292.875000 Penalty: 802.737366
	Iteration 24Q: 3 clusters Score -374292.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -374296.406250 Penalty: 802.737366
	Iteration 25Q: 3 clusters Score -374296.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -374300.156250 Penalty: 802.737366
	Iteration 26Q: 3 clusters Score -374300.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -374305.156250 Penalty: 802.737366
	Iteration 27Q: 3 clusters Score -374305.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -374309.250000 Penalty: 802.737366
	Iteration 28Q: 3 clusters Score -374309.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -374315.875000 Penalty: 802.737366
	Iteration 29Q: 3 clusters Score -374315.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -374321.000000 Penalty: 802.737366
	Iteration 30Q: 3 clusters Score -374321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -374328.500000 Penalty: 802.737366
	Iteration 31Q: 3 clusters Score -374328.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -374336.406250 Penalty: 802.737366
	Iteration 32Q: 3 clusters Score -374336.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -374345.093750 Penalty: 802.737366
	Iteration 33Q: 3 clusters Score -374345.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -374355.812500 Penalty: 802.737366
	Iteration 34Q: 3 clusters Score -374355.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -374366.156250 Penalty: 802.737366
	Iteration 35Q: 3 clusters Score -374366.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -374382.812500 Penalty: 802.737366
	Iteration 36Q: 3 clusters Score -374382.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -374399.562500 Penalty: 802.737366
	Iteration 37Q: 3 clusters Score -374399.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -374417.968750 Penalty: 802.737366
	Iteration 38Q: 3 clusters Score -374418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -374439.312500 Penalty: 802.737366
	Iteration 39Q: 3 clusters Score -374439.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -374461.468750 Penalty: 802.737366
	Iteration 40F: 3 clusters Score -374461.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -374482.468750 Penalty: 802.737366
	Iteration 41Q: 3 clusters Score -374482.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -374509.312500 Penalty: 802.737366
	Iteration 42Q: 3 clusters Score -374509.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -374545.000000 Penalty: 802.737366
	Iteration 43Q: 3 clusters Score -374545 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -374578.187500 Penalty: 802.737366
	Iteration 44Q: 3 clusters Score -374578.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -374609.437500 Penalty: 802.737366
	Iteration 45Q: 3 clusters Score -374609.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -374635.406250 Penalty: 802.737366
	Iteration 46Q: 3 clusters Score -374635.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -374659.843750 Penalty: 802.737366
	Iteration 47Q: 3 clusters Score -374659.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -374682.593750 Penalty: 802.737366
	Iteration 48Q: 3 clusters Score -374682.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -374708.187500 Penalty: 802.737366
	Iteration 49Q: 3 clusters Score -374708.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -374736.343750 Penalty: 802.737366
	Iteration 50Q: 3 clusters Score -374736.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -374758.656250 Penalty: 802.737366
	Iteration 51Q: 3 clusters Score -374758.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -374779.343750 Penalty: 802.737366
	Iteration 52Q: 3 clusters Score -374779.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -374800.656250 Penalty: 802.737366
	Iteration 53Q: 3 clusters Score -374800.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -374819.343750 Penalty: 802.737366
	Iteration 54Q: 3 clusters Score -374819.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -374832.562500 Penalty: 802.737366
	Iteration 55Q: 3 clusters Score -374832.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -374848.906250 Penalty: 802.737366
	Iteration 56Q: 3 clusters Score -374848.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -374858.000000 Penalty: 802.737366
	Iteration 57Q: 3 clusters Score -374858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -374862.468750 Penalty: 802.737366
	Iteration 58Q: 3 clusters Score -374862.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -374866.468750 Penalty: 802.737366
	Iteration 59Q: 3 clusters Score -374866.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -374872.218750 Penalty: 802.737366
	Iteration 60F: 3 clusters Score -374872.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -374880.625000 Penalty: 802.737366
	Iteration 61Q: 3 clusters Score -374880.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -374887.750000 Penalty: 802.737366
	Iteration 62Q: 3 clusters Score -374887.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -374894.156250 Penalty: 802.737366
	Iteration 63Q: 3 clusters Score -374894.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -374903.906250 Penalty: 802.737366
	Iteration 64Q: 3 clusters Score -374903.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -374911.468750 Penalty: 802.737366
	Iteration 65Q: 3 clusters Score -374911.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -374916.468750 Penalty: 802.737366
	Iteration 66Q: 3 clusters Score -374916.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -374921.500000 Penalty: 802.737366
	Iteration 67Q: 3 clusters Score -374921.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -374925.812500 Penalty: 802.737366
	Iteration 68Q: 3 clusters Score -374925.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -374930.718750 Penalty: 802.737366
	Iteration 69Q: 3 clusters Score -374930.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -374934.750000 Penalty: 802.737366
	Iteration 70Q: 3 clusters Score -374934.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -374938.187500 Penalty: 802.737366
	Iteration 71Q: 3 clusters Score -374938.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -374940.000000 Penalty: 802.737366
	Iteration 72Q: 3 clusters Score -374940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -374940.937500 Penalty: 802.737366
	Iteration 73Q: 3 clusters Score -374940.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -374941.687500 Penalty: 802.737366
	Iteration 74Q: 3 clusters Score -374941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -374941.656250 Penalty: 802.737366
	Iteration 75Q: 3 clusters Score -374941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -374942.593750 Penalty: 802.737366
	Iteration 76Q: 3 clusters Score -374942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -374943.468750 Penalty: 802.737366
	Iteration 77Q: 3 clusters Score -374943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -374944.125000 Penalty: 802.737366
	Iteration 78Q: 3 clusters Score -374944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -374945.875000 Penalty: 802.737366
	Iteration 79Q: 3 clusters Score -374945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -374947.093750 Penalty: 802.737366
	Iteration 80F: 3 clusters Score -374947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -374949.437500 Penalty: 802.737366
	Iteration 81Q: 3 clusters Score -374949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -374950.468750 Penalty: 802.737366
	Iteration 82Q: 3 clusters Score -374950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -374951.750000 Penalty: 802.737366
	Iteration 83Q: 3 clusters Score -374951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -374951.812500 Penalty: 802.737366
	Iteration 84Q: 3 clusters Score -374951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -374952.750000 Penalty: 802.737366
	Iteration 85Q: 3 clusters Score -374952.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -374954.781250 Penalty: 802.737366
	Iteration 86Q: 3 clusters Score -374954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -374955.625000 Penalty: 802.737366
	Iteration 87Q: 3 clusters Score -374955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -374956.468750 Penalty: 802.737366
	Iteration 88Q: 3 clusters Score -374956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -374956.750000 Penalty: 802.737366
	Iteration 89Q: 3 clusters Score -374956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -374957.750000 Penalty: 802.737366
	Iteration 90Q: 3 clusters Score -374957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -374958.093750 Penalty: 802.737366
	Iteration 91Q: 3 clusters Score -374958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -374959.406250 Penalty: 802.737366
	Iteration 92Q: 3 clusters Score -374959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -374959.031250 Penalty: 802.737366
	Iteration 93Q: 3 clusters Score -374959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -374959.906250 Penalty: 802.737366
	Iteration 94Q: 3 clusters Score -374959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -374959.937500 Penalty: 802.737366
	Iteration 95Q: 3 clusters Score -374959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -374959.937500 Penalty: 802.737366
	Iteration 96F: 3 clusters Score -374959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Entering Unmasked Estep 
Score: -1190891.500000 Penalty: 451.763245
	Iteration 0F: 2 clusters Score -1190892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1177232.750000 Penalty: 903.526489
	Iteration 0F: 3 clusters Score -1177233 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1183192.500000 Penalty: 903.526489
	Iteration 1F: 3 clusters Score -1183192 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1183926.875000 Penalty: 903.526489
	Iteration 2F: 3 clusters Score -1183927 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1184949.875000 Penalty: 903.526489
	Iteration 3F: 3 clusters Score -1184950 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1186334.250000 Penalty: 903.526489
	Iteration 4F: 3 clusters Score -1186334 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1187570.000000 Penalty: 903.526489
	Iteration 5F: 3 clusters Score -1187570 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1188222.875000 Penalty: 903.526489
	Iteration 6F: 3 clusters Score -1188223 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1188472.500000 Penalty: 903.526489
	Iteration 7Q: 3 clusters Score -1188472 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1188657.625000 Penalty: 903.526489
	Iteration 8Q: 3 clusters Score -1188658 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1188811.625000 Penalty: 903.526489
	Iteration 9Q: 3 clusters Score -1188812 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1188953.375000 Penalty: 903.526489
	Iteration 10Q: 3 clusters Score -1188953 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1189082.125000 Penalty: 903.526489
	Iteration 11Q: 3 clusters Score -1189082 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1189226.875000 Penalty: 903.526489
	Iteration 12Q: 3 clusters Score -1189227 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1189372.625000 Penalty: 903.526489
	Iteration 13Q: 3 clusters Score -1189373 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1189518.625000 Penalty: 903.526489
	Iteration 14Q: 3 clusters Score -1189519 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1189682.625000 Penalty: 903.526489
	Iteration 15Q: 3 clusters Score -1189683 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1189891.250000 Penalty: 903.526489
	Iteration 16Q: 3 clusters Score -1189891 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1190067.375000 Penalty: 903.526489
	Iteration 17Q: 3 clusters Score -1190067 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1190178.000000 Penalty: 903.526489
	Iteration 18Q: 3 clusters Score -1190178 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1190259.250000 Penalty: 903.526489
	Iteration 19Q: 3 clusters Score -1190259 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1190347.875000 Penalty: 903.526489
	Iteration 20F: 3 clusters Score -1190348 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1190391.000000 Penalty: 903.526489
	Iteration 21Q: 3 clusters Score -1190391 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1190429.500000 Penalty: 903.526489
	Iteration 22Q: 3 clusters Score -1190430 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1190456.875000 Penalty: 903.526489
	Iteration 23Q: 3 clusters Score -1190457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1190477.375000 Penalty: 903.526489
	Iteration 24Q: 3 clusters Score -1190477 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1190494.125000 Penalty: 903.526489
	Iteration 25Q: 3 clusters Score -1190494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1190508.125000 Penalty: 903.526489
	Iteration 26Q: 3 clusters Score -1190508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1190520.250000 Penalty: 903.526489
	Iteration 27Q: 3 clusters Score -1190520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1190531.250000 Penalty: 903.526489
	Iteration 28Q: 3 clusters Score -1190531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1190545.625000 Penalty: 903.526489
	Iteration 29Q: 3 clusters Score -1190546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1190552.375000 Penalty: 903.526489
	Iteration 30Q: 3 clusters Score -1190552 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1190563.500000 Penalty: 903.526489
	Iteration 31Q: 3 clusters Score -1190564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1190572.125000 Penalty: 903.526489
	Iteration 32Q: 3 clusters Score -1190572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1190585.375000 Penalty: 903.526489
	Iteration 33Q: 3 clusters Score -1190585 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1190596.500000 Penalty: 903.526489
	Iteration 34Q: 3 clusters Score -1190596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1190597.375000 Penalty: 903.526489
	Iteration 35Q: 3 clusters Score -1190597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1190607.000000 Penalty: 903.526489
	Iteration 36Q: 3 clusters Score -1190607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1190614.250000 Penalty: 903.526489
	Iteration 37Q: 3 clusters Score -1190614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1190618.500000 Penalty: 903.526489
	Iteration 38Q: 3 clusters Score -1190618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1190625.000000 Penalty: 903.526489
	Iteration 39Q: 3 clusters Score -1190625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1190628.375000 Penalty: 903.526489
	Iteration 40F: 3 clusters Score -1190628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1190625.875000 Penalty: 903.526489
	Iteration 41Q: 3 clusters Score -1190626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1190633.500000 Penalty: 903.526489
	Iteration 42Q: 3 clusters Score -1190634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1190635.625000 Penalty: 903.526489
	Iteration 43Q: 3 clusters Score -1190636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1190639.750000 Penalty: 903.526489
	Iteration 44Q: 3 clusters Score -1190640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1190640.125000 Penalty: 903.526489
	Iteration 45Q: 3 clusters Score -1190640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1190640.125000 Penalty: 903.526489
	Iteration 46Q: 3 clusters Score -1190640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1190642.250000 Penalty: 903.526489
	Iteration 47Q: 3 clusters Score -1190642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1190642.625000 Penalty: 903.526489
	Iteration 48Q: 3 clusters Score -1190643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1190645.500000 Penalty: 903.526489
	Iteration 49Q: 3 clusters Score -1190646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1190647.625000 Penalty: 903.526489
	Iteration 50Q: 3 clusters Score -1190648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1190648.125000 Penalty: 903.526489
	Iteration 51Q: 3 clusters Score -1190648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1190646.875000 Penalty: 903.526489
	Iteration 52Q: 3 clusters Score -1190647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1190646.625000 Penalty: 903.526489
	Iteration 53Q: 3 clusters Score -1190647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1190648.875000 Penalty: 903.526489
	Iteration 54Q: 3 clusters Score -1190649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1190651.750000 Penalty: 903.526489
	Iteration 55Q: 3 clusters Score -1190652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1190651.500000 Penalty: 903.526489
	Iteration 56Q: 3 clusters Score -1190652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1190653.000000 Penalty: 903.526489
	Iteration 57Q: 3 clusters Score -1190653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1190654.250000 Penalty: 903.526489
	Iteration 58Q: 3 clusters Score -1190654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1190655.500000 Penalty: 903.526489
	Iteration 59Q: 3 clusters Score -1190656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1190658.000000 Penalty: 903.526489
	Iteration 60F: 3 clusters Score -1190658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1190658.125000 Penalty: 903.526489
	Iteration 61Q: 3 clusters Score -1190658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1190658.875000 Penalty: 903.526489
	Iteration 62Q: 3 clusters Score -1190659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1190657.750000 Penalty: 903.526489
	Iteration 63Q: 3 clusters Score -1190658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1190664.750000 Penalty: 903.526489
	Iteration 64Q: 3 clusters Score -1190665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1190664.875000 Penalty: 903.526489
	Iteration 65Q: 3 clusters Score -1190665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1190665.750000 Penalty: 903.526489
	Iteration 66Q: 3 clusters Score -1190666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1190666.250000 Penalty: 903.526489
	Iteration 67Q: 3 clusters Score -1190666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1190665.125000 Penalty: 903.526489
	Iteration 68Q: 3 clusters Score -1190665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1190665.125000 Penalty: 903.526489
	Iteration 69Q: 3 clusters Score -1190665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1190663.625000 Penalty: 903.526489
	Iteration 70Q: 3 clusters Score -1190664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1190664.250000 Penalty: 903.526489
	Iteration 71Q: 3 clusters Score -1190664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1190664.250000 Penalty: 903.526489
	Iteration 72F: 3 clusters Score -1190664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -170267.031250 Penalty: 365.011963
	Iteration 0F: 2 clusters Score -170267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -168205.796875 Penalty: 730.023926
	Iteration 0F: 3 clusters Score -168205.8 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -168886.484375 Penalty: 730.023926
	Iteration 1F: 3 clusters Score -168886.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -168998.953125 Penalty: 730.023926
	Iteration 2F: 3 clusters Score -168999 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -169116.750000 Penalty: 730.023926
	Iteration 3F: 3 clusters Score -169116.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -169213.109375 Penalty: 730.023926
	Iteration 4F: 3 clusters Score -169213.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -169317.484375 Penalty: 730.023926
	Iteration 5F: 3 clusters Score -169317.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -169401.890625 Penalty: 730.023926
	Iteration 6Q: 3 clusters Score -169401.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -169470.125000 Penalty: 730.023926
	Iteration 7Q: 3 clusters Score -169470.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -169518.828125 Penalty: 730.023926
	Iteration 8Q: 3 clusters Score -169518.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -169564.625000 Penalty: 730.023926
	Iteration 9Q: 3 clusters Score -169564.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -169597.031250 Penalty: 730.023926
	Iteration 10Q: 3 clusters Score -169597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -169624.937500 Penalty: 730.023926
	Iteration 11Q: 3 clusters Score -169624.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -169665.406250 Penalty: 730.023926
	Iteration 12Q: 3 clusters Score -169665.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -169701.734375 Penalty: 730.023926
	Iteration 13Q: 3 clusters Score -169701.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -169741.640625 Penalty: 730.023926
	Iteration 14Q: 3 clusters Score -169741.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -169784.921875 Penalty: 730.023926
	Iteration 15Q: 3 clusters Score -169784.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -169828.250000 Penalty: 730.023926
	Iteration 16Q: 3 clusters Score -169828.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -169868.593750 Penalty: 730.023926
	Iteration 17Q: 3 clusters Score -169868.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -169899.312500 Penalty: 730.023926
	Iteration 18Q: 3 clusters Score -169899.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -169915.640625 Penalty: 730.023926
	Iteration 19Q: 3 clusters Score -169915.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -169925.296875 Penalty: 730.023926
	Iteration 20F: 3 clusters Score -169925.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -169930.781250 Penalty: 730.023926
	Iteration 21Q: 3 clusters Score -169930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -169936.859375 Penalty: 730.023926
	Iteration 22Q: 3 clusters Score -169936.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -169940.843750 Penalty: 730.023926
	Iteration 23Q: 3 clusters Score -169940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -169943.453125 Penalty: 730.023926
	Iteration 24Q: 3 clusters Score -169943.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -169945.140625 Penalty: 730.023926
	Iteration 25Q: 3 clusters Score -169945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169946.000000 Penalty: 730.023926
	Iteration 26Q: 3 clusters Score -169946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -169947.062500 Penalty: 730.023926
	Iteration 27Q: 3 clusters Score -169947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -169947.859375 Penalty: 730.023926
	Iteration 28Q: 3 clusters Score -169947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169948.046875 Penalty: 730.023926
	Iteration 29Q: 3 clusters Score -169948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169948.562500 Penalty: 730.023926
	Iteration 30Q: 3 clusters Score -169948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -169948.859375 Penalty: 730.023926
	Iteration 31Q: 3 clusters Score -169948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -169949.000000 Penalty: 730.023926
	Iteration 32Q: 3 clusters Score -169949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -169949.000000 Penalty: 730.023926
	Iteration 33F: 3 clusters Score -169949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -85721.265625 Penalty: 337.253296
	Iteration 0F: 2 clusters Score -85721.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -84554.656250 Penalty: 674.506592
	Iteration 0F: 3 clusters Score -84554.66 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -84963.171875 Penalty: 674.506592
	Iteration 1F: 3 clusters Score -84963.17 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -85077.820312 Penalty: 674.506592
	Iteration 2F: 3 clusters Score -85077.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -85182.796875 Penalty: 674.506592
	Iteration 3F: 3 clusters Score -85182.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -85272.281250 Penalty: 674.506592
	Iteration 4F: 3 clusters Score -85272.28 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -85329.140625 Penalty: 674.506592
	Iteration 5Q: 3 clusters Score -85329.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -85367.218750 Penalty: 674.506592
	Iteration 6Q: 3 clusters Score -85367.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -85389.578125 Penalty: 674.506592
	Iteration 7Q: 3 clusters Score -85389.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -85403.945312 Penalty: 674.506592
	Iteration 8Q: 3 clusters Score -85403.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85422.421875 Penalty: 674.506592
	Iteration 9Q: 3 clusters Score -85422.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -85444.359375 Penalty: 674.506592
	Iteration 10Q: 3 clusters Score -85444.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85461.585938 Penalty: 674.506592
	Iteration 11Q: 3 clusters Score -85461.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -85480.773438 Penalty: 674.506592
	Iteration 12Q: 3 clusters Score -85480.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -85498.062500 Penalty: 674.506592
	Iteration 13Q: 3 clusters Score -85498.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -85516.218750 Penalty: 674.506592
	Iteration 14Q: 3 clusters Score -85516.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85531.921875 Penalty: 674.506592
	Iteration 15Q: 3 clusters Score -85531.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -85552.765625 Penalty: 674.506592
	Iteration 16Q: 3 clusters Score -85552.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85572.046875 Penalty: 674.506592
	Iteration 17Q: 3 clusters Score -85572.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85588.406250 Penalty: 674.506592
	Iteration 18Q: 3 clusters Score -85588.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85604.648438 Penalty: 674.506592
	Iteration 19Q: 3 clusters Score -85604.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85611.226562 Penalty: 674.506592
	Iteration 20F: 3 clusters Score -85611.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85615.234375 Penalty: 674.506592
	Iteration 21Q: 3 clusters Score -85615.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85617.687500 Penalty: 674.506592
	Iteration 22Q: 3 clusters Score -85617.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85618.601562 Penalty: 674.506592
	Iteration 23Q: 3 clusters Score -85618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85618.695312 Penalty: 674.506592
	Iteration 24Q: 3 clusters Score -85618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85618.921875 Penalty: 674.506592
	Iteration 25Q: 3 clusters Score -85618.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85618.921875 Penalty: 674.506592
	Iteration 26F: 3 clusters Score -85618.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Entering Unmasked Estep 
Score: -2074896.625000 Penalty: 476.291687
	Iteration 0F: 2 clusters Score -2074897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2051269.500000 Penalty: 952.583374
	Iteration 0F: 3 clusters Score -2051270 nChanged 16931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2061415.500000 Penalty: 952.583374
	Iteration 1F: 3 clusters Score -2061416 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2062125.125000 Penalty: 952.583374
	Iteration 2Q: 3 clusters Score -2062125 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2063147.500000 Penalty: 952.583374
	Iteration 3F: 3 clusters Score -2063148 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2064712.875000 Penalty: 952.583374
	Iteration 4F: 3 clusters Score -2064713 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2066778.500000 Penalty: 952.583374
	Iteration 5F: 3 clusters Score -2066778 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2068696.625000 Penalty: 952.583374
	Iteration 6F: 3 clusters Score -2068697 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2069706.125000 Penalty: 952.583374
	Iteration 7Q: 3 clusters Score -2069706 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2070105.875000 Penalty: 952.583374
	Iteration 8Q: 3 clusters Score -2070106 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2070337.500000 Penalty: 952.583374
	Iteration 9Q: 3 clusters Score -2070338 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2070527.000000 Penalty: 952.583374
	Iteration 10Q: 3 clusters Score -2070527 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2070715.000000 Penalty: 952.583374
	Iteration 11Q: 3 clusters Score -2070715 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -2070922.500000 Penalty: 952.583374
	Iteration 12Q: 3 clusters Score -2070922 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2071140.375000 Penalty: 952.583374
	Iteration 13Q: 3 clusters Score -2071140 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -2071359.000000 Penalty: 952.583374
	Iteration 14Q: 3 clusters Score -2071359 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -2071555.750000 Penalty: 952.583374
	Iteration 15Q: 3 clusters Score -2071556 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -2071776.250000 Penalty: 952.583374
	Iteration 16Q: 3 clusters Score -2071776 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -2071960.750000 Penalty: 952.583374
	Iteration 17Q: 3 clusters Score -2071961 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -2072135.250000 Penalty: 952.583374
	Iteration 18Q: 3 clusters Score -2072135 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -2072306.875000 Penalty: 952.583374
	Iteration 19Q: 3 clusters Score -2072307 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -2072471.875000 Penalty: 952.583374
	Iteration 20F: 3 clusters Score -2072472 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -2072662.875000 Penalty: 952.583374
	Iteration 21Q: 3 clusters Score -2072663 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -2072832.375000 Penalty: 952.583374
	Iteration 22Q: 3 clusters Score -2072832 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -2073018.625000 Penalty: 952.583374
	Iteration 23Q: 3 clusters Score -2073019 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -2073181.250000 Penalty: 952.583374
	Iteration 24Q: 3 clusters Score -2073181 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -2073337.625000 Penalty: 952.583374
	Iteration 25Q: 3 clusters Score -2073338 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -2073481.375000 Penalty: 952.583374
	Iteration 26Q: 3 clusters Score -2073481 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -2073633.750000 Penalty: 952.583374
	Iteration 27Q: 3 clusters Score -2073634 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -2073775.250000 Penalty: 952.583374
	Iteration 28Q: 3 clusters Score -2073775 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -2073918.750000 Penalty: 952.583374
	Iteration 29Q: 3 clusters Score -2073919 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -2074020.750000 Penalty: 952.583374
	Iteration 30Q: 3 clusters Score -2074021 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -2074092.750000 Penalty: 952.583374
	Iteration 31Q: 3 clusters Score -2074093 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -2074168.250000 Penalty: 952.583374
	Iteration 32Q: 3 clusters Score -2074168 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -2074236.750000 Penalty: 952.583374
	Iteration 33Q: 3 clusters Score -2074237 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -2074278.000000 Penalty: 952.583374
	Iteration 34Q: 3 clusters Score -2074278 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -2074319.875000 Penalty: 952.583374
	Iteration 35Q: 3 clusters Score -2074320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -2074362.250000 Penalty: 952.583374
	Iteration 36Q: 3 clusters Score -2074362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -2074393.000000 Penalty: 952.583374
	Iteration 37Q: 3 clusters Score -2074393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -2074410.875000 Penalty: 952.583374
	Iteration 38Q: 3 clusters Score -2074411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -2074435.500000 Penalty: 952.583374
	Iteration 39Q: 3 clusters Score -2074436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -2074452.250000 Penalty: 952.583374
	Iteration 40F: 3 clusters Score -2074452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -2074465.500000 Penalty: 952.583374
	Iteration 41Q: 3 clusters Score -2074466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -2074472.750000 Penalty: 952.583374
	Iteration 42Q: 3 clusters Score -2074473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -2074479.875000 Penalty: 952.583374
	Iteration 43Q: 3 clusters Score -2074480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -2074484.125000 Penalty: 952.583374
	Iteration 44Q: 3 clusters Score -2074484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -2074493.375000 Penalty: 952.583374
	Iteration 45Q: 3 clusters Score -2074493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -2074499.000000 Penalty: 952.583374
	Iteration 46Q: 3 clusters Score -2074499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -2074503.250000 Penalty: 952.583374
	Iteration 47Q: 3 clusters Score -2074503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -2074504.000000 Penalty: 952.583374
	Iteration 48Q: 3 clusters Score -2074504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -2074505.875000 Penalty: 952.583374
	Iteration 49Q: 3 clusters Score -2074506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -2074509.250000 Penalty: 952.583374
	Iteration 50Q: 3 clusters Score -2074509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -2074508.500000 Penalty: 952.583374
	Iteration 51Q: 3 clusters Score -2074508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -2074508.500000 Penalty: 952.583374
	Iteration 52F: 3 clusters Score -2074508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -68156.906250 Penalty: 327.653290
	Iteration 0F: 2 clusters Score -68156.91 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 687 members 
Entering Unmasked Estep 
Score: -67142.171875 Penalty: 655.306580
	Iteration 0F: 3 clusters Score -67142.17 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -67539.921875 Penalty: 655.306580
	Iteration 1F: 3 clusters Score -67539.92 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -67682.046875 Penalty: 655.306580
	Iteration 2F: 3 clusters Score -67682.05 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -67796.210938 Penalty: 655.306580
	Iteration 3F: 3 clusters Score -67796.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -67853.890625 Penalty: 655.306580
	Iteration 4F: 3 clusters Score -67853.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -67897.710938 Penalty: 655.306580
	Iteration 5Q: 3 clusters Score -67897.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -67916.695312 Penalty: 655.306580
	Iteration 6Q: 3 clusters Score -67916.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -67928.906250 Penalty: 655.306580
	Iteration 7Q: 3 clusters Score -67928.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -67934.632812 Penalty: 655.306580
	Iteration 8Q: 3 clusters Score -67934.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -67940.773438 Penalty: 655.306580
	Iteration 9Q: 3 clusters Score -67940.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -67946.679688 Penalty: 655.306580
	Iteration 10Q: 3 clusters Score -67946.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -67948.554688 Penalty: 655.306580
	Iteration 11Q: 3 clusters Score -67948.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -67949.765625 Penalty: 655.306580
	Iteration 12Q: 3 clusters Score -67949.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -67952.351562 Penalty: 655.306580
	Iteration 13Q: 3 clusters Score -67952.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -67955.140625 Penalty: 655.306580
	Iteration 14Q: 3 clusters Score -67955.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -67955.609375 Penalty: 655.306580
	Iteration 15Q: 3 clusters Score -67955.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -67956.125000 Penalty: 655.306580
	Iteration 16Q: 3 clusters Score -67956.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -67956.242188 Penalty: 655.306580
	Iteration 17Q: 3 clusters Score -67956.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -67956.734375 Penalty: 655.306580
	Iteration 18Q: 3 clusters Score -67956.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -67956.992188 Penalty: 655.306580
	Iteration 19Q: 3 clusters Score -67956.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -67957.164062 Penalty: 655.306580
	Iteration 20F: 3 clusters Score -67957.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -67957.148438 Penalty: 655.306580
	Iteration 21Q: 3 clusters Score -67957.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -67957.390625 Penalty: 655.306580
	Iteration 22Q: 3 clusters Score -67957.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67957.554688 Penalty: 655.306580
	Iteration 23Q: 3 clusters Score -67957.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -67957.609375 Penalty: 655.306580
	Iteration 24Q: 3 clusters Score -67957.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -67957.609375 Penalty: 655.306580
	Iteration 25F: 3 clusters Score -67957.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 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 857 members 
Entering Unmasked Estep 
Score: -97021.953125 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97021.95 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -97422.617188 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97422.62 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -97497.718750 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97497.72 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97576.367188 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97576.37 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -97644.804688 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97644.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -97702.554688 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -97702.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -97750.765625 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -97750.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97791.703125 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -97791.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97831.773438 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -97831.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97866.710938 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -97866.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97892.015625 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -97892.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97906.914062 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -97906.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97921.656250 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -97921.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97931.773438 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -97931.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97943.453125 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -97943.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97955.812500 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -97955.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97961.414062 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -97961.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97966.085938 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -97966.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97968.710938 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -97968.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97970.820312 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -97970.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97971.390625 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -97971.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97971.539062 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -97971.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97971.539062 Penalty: 680.307434
	Iteration 22F: 3 clusters Score -97971.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -425013.062500 Penalty: 407.596008
	Iteration 0F: 2 clusters Score -425013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -419789.937500 Penalty: 815.192017
	Iteration 0F: 3 clusters Score -419789.9 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -421926.031250 Penalty: 815.192017
	Iteration 1F: 3 clusters Score -421926 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -422218.750000 Penalty: 815.192017
	Iteration 2F: 3 clusters Score -422218.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -422526.000000 Penalty: 815.192017
	Iteration 3F: 3 clusters Score -422526 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -422851.812500 Penalty: 815.192017
	Iteration 4F: 3 clusters Score -422851.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -423158.875000 Penalty: 815.192017
	Iteration 5F: 3 clusters Score -423158.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -423453.125000 Penalty: 815.192017
	Iteration 6F: 3 clusters Score -423453.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -423686.656250 Penalty: 815.192017
	Iteration 7Q: 3 clusters Score -423686.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -423846.187500 Penalty: 815.192017
	Iteration 8Q: 3 clusters Score -423846.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -423932.031250 Penalty: 815.192017
	Iteration 9Q: 3 clusters Score -423932 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -423985.125000 Penalty: 815.192017
	Iteration 10Q: 3 clusters Score -423985.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -424025.562500 Penalty: 815.192017
	Iteration 11Q: 3 clusters Score -424025.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -424056.218750 Penalty: 815.192017
	Iteration 12Q: 3 clusters Score -424056.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -424079.906250 Penalty: 815.192017
	Iteration 13Q: 3 clusters Score -424079.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -424098.468750 Penalty: 815.192017
	Iteration 14Q: 3 clusters Score -424098.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -424115.875000 Penalty: 815.192017
	Iteration 15Q: 3 clusters Score -424115.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -424132.281250 Penalty: 815.192017
	Iteration 16Q: 3 clusters Score -424132.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -424149.375000 Penalty: 815.192017
	Iteration 17Q: 3 clusters Score -424149.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -424165.500000 Penalty: 815.192017
	Iteration 18Q: 3 clusters Score -424165.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -424183.875000 Penalty: 815.192017
	Iteration 19Q: 3 clusters Score -424183.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -424200.750000 Penalty: 815.192017
	Iteration 20F: 3 clusters Score -424200.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -424216.031250 Penalty: 815.192017
	Iteration 21Q: 3 clusters Score -424216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -424225.937500 Penalty: 815.192017
	Iteration 22Q: 3 clusters Score -424225.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -424237.406250 Penalty: 815.192017
	Iteration 23Q: 3 clusters Score -424237.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -424243.000000 Penalty: 815.192017
	Iteration 24Q: 3 clusters Score -424243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -424251.156250 Penalty: 815.192017
	Iteration 25Q: 3 clusters Score -424251.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -424257.687500 Penalty: 815.192017
	Iteration 26Q: 3 clusters Score -424257.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -424260.250000 Penalty: 815.192017
	Iteration 27Q: 3 clusters Score -424260.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -424264.625000 Penalty: 815.192017
	Iteration 28Q: 3 clusters Score -424264.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -424268.000000 Penalty: 815.192017
	Iteration 29Q: 3 clusters Score -424268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -424270.625000 Penalty: 815.192017
	Iteration 30Q: 3 clusters Score -424270.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -424274.937500 Penalty: 815.192017
	Iteration 31Q: 3 clusters Score -424274.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -424279.000000 Penalty: 815.192017
	Iteration 32Q: 3 clusters Score -424279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -424281.125000 Penalty: 815.192017
	Iteration 33Q: 3 clusters Score -424281.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -424285.562500 Penalty: 815.192017
	Iteration 34Q: 3 clusters Score -424285.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -424288.500000 Penalty: 815.192017
	Iteration 35Q: 3 clusters Score -424288.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -424291.968750 Penalty: 815.192017
	Iteration 36Q: 3 clusters Score -424292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -424295.312500 Penalty: 815.192017
	Iteration 37Q: 3 clusters Score -424295.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -424298.156250 Penalty: 815.192017
	Iteration 38Q: 3 clusters Score -424298.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -424303.000000 Penalty: 815.192017
	Iteration 39Q: 3 clusters Score -424303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -424309.125000 Penalty: 815.192017
	Iteration 40F: 3 clusters Score -424309.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -424314.187500 Penalty: 815.192017
	Iteration 41Q: 3 clusters Score -424314.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -424320.687500 Penalty: 815.192017
	Iteration 42Q: 3 clusters Score -424320.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -424326.000000 Penalty: 815.192017
	Iteration 43Q: 3 clusters Score -424326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -424331.812500 Penalty: 815.192017
	Iteration 44Q: 3 clusters Score -424331.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -424338.062500 Penalty: 815.192017
	Iteration 45Q: 3 clusters Score -424338.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -424349.062500 Penalty: 815.192017
	Iteration 46Q: 3 clusters Score -424349.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -424360.281250 Penalty: 815.192017
	Iteration 47Q: 3 clusters Score -424360.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -424375.625000 Penalty: 815.192017
	Iteration 48Q: 3 clusters Score -424375.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -424398.750000 Penalty: 815.192017
	Iteration 49Q: 3 clusters Score -424398.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -424433.312500 Penalty: 815.192017
	Iteration 50Q: 3 clusters Score -424433.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -424466.562500 Penalty: 815.192017
	Iteration 51Q: 3 clusters Score -424466.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -424493.750000 Penalty: 815.192017
	Iteration 52Q: 3 clusters Score -424493.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -424515.781250 Penalty: 815.192017
	Iteration 53Q: 3 clusters Score -424515.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -424529.375000 Penalty: 815.192017
	Iteration 54Q: 3 clusters Score -424529.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -424538.656250 Penalty: 815.192017
	Iteration 55Q: 3 clusters Score -424538.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -424545.468750 Penalty: 815.192017
	Iteration 56Q: 3 clusters Score -424545.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -424549.718750 Penalty: 815.192017
	Iteration 57Q: 3 clusters Score -424549.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -424554.906250 Penalty: 815.192017
	Iteration 58Q: 3 clusters Score -424554.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -424561.000000 Penalty: 815.192017
	Iteration 59Q: 3 clusters Score -424561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -424566.125000 Penalty: 815.192017
	Iteration 60F: 3 clusters Score -424566.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -424573.250000 Penalty: 815.192017
	Iteration 61Q: 3 clusters Score -424573.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -424582.031250 Penalty: 815.192017
	Iteration 62Q: 3 clusters Score -424582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -424592.031250 Penalty: 815.192017
	Iteration 63Q: 3 clusters Score -424592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -424598.156250 Penalty: 815.192017
	Iteration 64Q: 3 clusters Score -424598.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -424605.593750 Penalty: 815.192017
	Iteration 65Q: 3 clusters Score -424605.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -424611.125000 Penalty: 815.192017
	Iteration 66Q: 3 clusters Score -424611.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -424613.875000 Penalty: 815.192017
	Iteration 67Q: 3 clusters Score -424613.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -424617.000000 Penalty: 815.192017
	Iteration 68Q: 3 clusters Score -424617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -424618.250000 Penalty: 815.192017
	Iteration 69Q: 3 clusters Score -424618.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -424620.062500 Penalty: 815.192017
	Iteration 70Q: 3 clusters Score -424620.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -424622.031250 Penalty: 815.192017
	Iteration 71Q: 3 clusters Score -424622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -424623.218750 Penalty: 815.192017
	Iteration 72Q: 3 clusters Score -424623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -424624.156250 Penalty: 815.192017
	Iteration 73Q: 3 clusters Score -424624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -424624.531250 Penalty: 815.192017
	Iteration 74Q: 3 clusters Score -424624.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -424627.250000 Penalty: 815.192017
	Iteration 75Q: 3 clusters Score -424627.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -424628.500000 Penalty: 815.192017
	Iteration 76Q: 3 clusters Score -424628.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -424631.437500 Penalty: 815.192017
	Iteration 77Q: 3 clusters Score -424631.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -424634.093750 Penalty: 815.192017
	Iteration 78Q: 3 clusters Score -424634.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -424636.406250 Penalty: 815.192017
	Iteration 79Q: 3 clusters Score -424636.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -424640.781250 Penalty: 815.192017
	Iteration 80F: 3 clusters Score -424640.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -424644.187500 Penalty: 815.192017
	Iteration 81Q: 3 clusters Score -424644.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -424649.250000 Penalty: 815.192017
	Iteration 82Q: 3 clusters Score -424649.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -424654.187500 Penalty: 815.192017
	Iteration 83Q: 3 clusters Score -424654.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -424661.500000 Penalty: 815.192017
	Iteration 84Q: 3 clusters Score -424661.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -424665.593750 Penalty: 815.192017
	Iteration 85Q: 3 clusters Score -424665.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -424669.593750 Penalty: 815.192017
	Iteration 86Q: 3 clusters Score -424669.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -424673.312500 Penalty: 815.192017
	Iteration 87Q: 3 clusters Score -424673.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -424674.250000 Penalty: 815.192017
	Iteration 88Q: 3 clusters Score -424674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -424675.187500 Penalty: 815.192017
	Iteration 89Q: 3 clusters Score -424675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -424676.312500 Penalty: 815.192017
	Iteration 90Q: 3 clusters Score -424676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -424677.031250 Penalty: 815.192017
	Iteration 91Q: 3 clusters Score -424677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -424677.031250 Penalty: 815.192017
	Iteration 92Q: 3 clusters Score -424677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -424677.468750 Penalty: 815.192017
	Iteration 93Q: 3 clusters Score -424677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -424677.468750 Penalty: 815.192017
	Iteration 94Q: 3 clusters Score -424677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -424677.343750 Penalty: 815.192017
	Iteration 95Q: 3 clusters Score -424677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -424678.125000 Penalty: 815.192017
	Iteration 96Q: 3 clusters Score -424678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -424679.906250 Penalty: 815.192017
	Iteration 97Q: 3 clusters Score -424679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -424678.875000 Penalty: 815.192017
	Iteration 98Q: 3 clusters Score -424678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -424679.781250 Penalty: 815.192017
	Iteration 99Q: 3 clusters Score -424679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -424679.937500 Penalty: 815.192017
	Iteration 100F: 3 clusters Score -424679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -424679.562500 Penalty: 815.192017
	Iteration 101Q: 3 clusters Score -424679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -424680.093750 Penalty: 815.192017
	Iteration 102Q: 3 clusters Score -424680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -424679.875000 Penalty: 815.192017
	Iteration 103Q: 3 clusters Score -424679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -424679.875000 Penalty: 815.192017
	Iteration 104F: 3 clusters Score -424679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -70191.171875 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -70191.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69261.765625 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -69261.77 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -69525.007812 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -69525.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -69568.984375 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -69568.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -69599.585938 Penalty: 644.588318
	Iteration 3Q: 3 clusters Score -69599.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69623.429688 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -69623.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69645.859375 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -69645.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -69667.625000 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -69667.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -69682.218750 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -69682.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -69690.875000 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -69690.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69700.804688 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -69700.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69719.117188 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -69719.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69752.710938 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -69752.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -69790.820312 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -69790.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -69815.960938 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -69815.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -69840.007812 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -69840.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -69877.093750 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -69877.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -69909.992188 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -69909.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -69933.796875 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -69933.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -69962.429688 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -69962.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -69989.304688 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -69989.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -70004.945312 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -70004.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -70013.625000 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -70013.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -70020.968750 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -70020.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -70030.164062 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -70030.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -70034.585938 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -70034.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -70036.000000 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -70036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -70037.906250 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -70037.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -70038.960938 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -70038.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -70039.546875 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -70039.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -70039.937500 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -70039.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -70039.937500 Penalty: 644.588318
	Iteration 30F: 3 clusters Score -70039.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Entering Unmasked Estep 
Score: -1674598.125000 Penalty: 468.480377
	Iteration 0F: 2 clusters Score -1674598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1654677.125000 Penalty: 936.960754
	Iteration 0F: 3 clusters Score -1654677 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1663356.000000 Penalty: 936.960754
	Iteration 1F: 3 clusters Score -1663356 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1663861.000000 Penalty: 936.960754
	Iteration 2Q: 3 clusters Score -1663861 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1664613.500000 Penalty: 936.960754
	Iteration 3F: 3 clusters Score -1664614 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1665683.250000 Penalty: 936.960754
	Iteration 4F: 3 clusters Score -1665683 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1667114.625000 Penalty: 936.960754
	Iteration 5F: 3 clusters Score -1667115 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1668578.250000 Penalty: 936.960754
	Iteration 6F: 3 clusters Score -1668578 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1669567.000000 Penalty: 936.960754
	Iteration 7F: 3 clusters Score -1669567 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1670126.625000 Penalty: 936.960754
	Iteration 8Q: 3 clusters Score -1670127 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -1670504.000000 Penalty: 936.960754
	Iteration 9Q: 3 clusters Score -1670504 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -1670865.500000 Penalty: 936.960754
	Iteration 10Q: 3 clusters Score -1670866 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -1671233.125000 Penalty: 936.960754
	Iteration 11Q: 3 clusters Score -1671233 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -1671669.375000 Penalty: 936.960754
	Iteration 12Q: 3 clusters Score -1671669 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -1672104.500000 Penalty: 936.960754
	Iteration 13Q: 3 clusters Score -1672104 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -1672504.375000 Penalty: 936.960754
	Iteration 14Q: 3 clusters Score -1672504 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -1672838.625000 Penalty: 936.960754
	Iteration 15Q: 3 clusters Score -1672839 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -1673074.625000 Penalty: 936.960754
	Iteration 16Q: 3 clusters Score -1673075 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -1673257.375000 Penalty: 936.960754
	Iteration 17Q: 3 clusters Score -1673257 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1673413.000000 Penalty: 936.960754
	Iteration 18Q: 3 clusters Score -1673413 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -1673524.875000 Penalty: 936.960754
	Iteration 19Q: 3 clusters Score -1673525 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1673598.375000 Penalty: 936.960754
	Iteration 20F: 3 clusters Score -1673598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -1673645.125000 Penalty: 936.960754
	Iteration 21Q: 3 clusters Score -1673645 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -1673670.625000 Penalty: 936.960754
	Iteration 22Q: 3 clusters Score -1673671 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1673697.500000 Penalty: 936.960754
	Iteration 23Q: 3 clusters Score -1673698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -1673720.500000 Penalty: 936.960754
	Iteration 24Q: 3 clusters Score -1673720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -1673732.875000 Penalty: 936.960754
	Iteration 25Q: 3 clusters Score -1673733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -1673744.000000 Penalty: 936.960754
	Iteration 26Q: 3 clusters Score -1673744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -1673754.125000 Penalty: 936.960754
	Iteration 27Q: 3 clusters Score -1673754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -1673768.500000 Penalty: 936.960754
	Iteration 28Q: 3 clusters Score -1673768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -1673766.625000 Penalty: 936.960754
	Iteration 29Q: 3 clusters Score -1673767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -1673777.500000 Penalty: 936.960754
	Iteration 30Q: 3 clusters Score -1673778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -1673787.250000 Penalty: 936.960754
	Iteration 31Q: 3 clusters Score -1673787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -1673793.000000 Penalty: 936.960754
	Iteration 32Q: 3 clusters Score -1673793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -1673791.250000 Penalty: 936.960754
	Iteration 33Q: 3 clusters Score -1673791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -1673792.625000 Penalty: 936.960754
	Iteration 34Q: 3 clusters Score -1673793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -1673794.500000 Penalty: 936.960754
	Iteration 35Q: 3 clusters Score -1673794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -1673796.750000 Penalty: 936.960754
	Iteration 36Q: 3 clusters Score -1673797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -1673798.000000 Penalty: 936.960754
	Iteration 37Q: 3 clusters Score -1673798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -1673797.125000 Penalty: 936.960754
	Iteration 38Q: 3 clusters Score -1673797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -1673798.625000 Penalty: 936.960754
	Iteration 39Q: 3 clusters Score -1673799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -1673800.625000 Penalty: 936.960754
	Iteration 40F: 3 clusters Score -1673801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -1673805.625000 Penalty: 936.960754
	Iteration 41Q: 3 clusters Score -1673806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -1673804.875000 Penalty: 936.960754
	Iteration 42Q: 3 clusters Score -1673805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -1673807.500000 Penalty: 936.960754
	Iteration 43Q: 3 clusters Score -1673808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -1673807.000000 Penalty: 936.960754
	Iteration 44Q: 3 clusters Score -1673807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1673807.250000 Penalty: 936.960754
	Iteration 45Q: 3 clusters Score -1673807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1673805.375000 Penalty: 936.960754
	Iteration 46Q: 3 clusters Score -1673805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1673806.750000 Penalty: 936.960754
	Iteration 47Q: 3 clusters Score -1673807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -1673807.375000 Penalty: 936.960754
	Iteration 48Q: 3 clusters Score -1673807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -1673810.750000 Penalty: 936.960754
	Iteration 49Q: 3 clusters Score -1673811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1673810.125000 Penalty: 936.960754
	Iteration 50Q: 3 clusters Score -1673810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1673810.125000 Penalty: 936.960754
	Iteration 51F: 3 clusters Score -1673810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6095.532227 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6095.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5884.009766 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5884.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5981.098633 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5981.099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6040.321289 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6040.321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6071.425781 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -6071.426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6088.695312 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -6088.695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6103.875977 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6103.876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6106.908691 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6106.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6212.079102 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6212.079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6212.079102 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -6212.079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 20514 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7771 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 29622 members 
Mstep: Class 12 contains 43 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 95 members 
Mstep: Class 19 contains 153110 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123760 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
Score: -23049886.000000 Penalty: 15284.933594
Splitting cluster 12 changes total score from -23049988.000000 to -23049886.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (8554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Entering Unmasked Estep 
Score: -543677.125000 Penalty: 411.964020
	Iteration 0F: 2 clusters Score -543677.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -537944.062500 Penalty: 823.928040
	Iteration 0F: 3 clusters Score -537944.1 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -540344.562500 Penalty: 823.928040
	Iteration 1F: 3 clusters Score -540344.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -540641.625000 Penalty: 823.928040
	Iteration 2F: 3 clusters Score -540641.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -541006.000000 Penalty: 823.928040
	Iteration 3F: 3 clusters Score -541006 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -541439.187500 Penalty: 823.928040
	Iteration 4F: 3 clusters Score -541439.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -541854.437500 Penalty: 823.928040
	Iteration 5F: 3 clusters Score -541854.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -542228.562500 Penalty: 823.928040
	Iteration 6F: 3 clusters Score -542228.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -542517.250000 Penalty: 823.928040
	Iteration 7Q: 3 clusters Score -542517.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -542763.687500 Penalty: 823.928040
	Iteration 8Q: 3 clusters Score -542763.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -542923.562500 Penalty: 823.928040
	Iteration 9Q: 3 clusters Score -542923.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -543019.000000 Penalty: 823.928040
	Iteration 10Q: 3 clusters Score -543019 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -543084.750000 Penalty: 823.928040
	Iteration 11Q: 3 clusters Score -543084.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -543122.250000 Penalty: 823.928040
	Iteration 12Q: 3 clusters Score -543122.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -543144.125000 Penalty: 823.928040
	Iteration 13Q: 3 clusters Score -543144.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -543162.437500 Penalty: 823.928040
	Iteration 14Q: 3 clusters Score -543162.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -543183.437500 Penalty: 823.928040
	Iteration 15Q: 3 clusters Score -543183.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -543203.375000 Penalty: 823.928040
	Iteration 16Q: 3 clusters Score -543203.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -543213.625000 Penalty: 823.928040
	Iteration 17Q: 3 clusters Score -543213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -543220.187500 Penalty: 823.928040
	Iteration 18Q: 3 clusters Score -543220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -543224.375000 Penalty: 823.928040
	Iteration 19Q: 3 clusters Score -543224.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -543228.375000 Penalty: 823.928040
	Iteration 20F: 3 clusters Score -543228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -543234.687500 Penalty: 823.928040
	Iteration 21Q: 3 clusters Score -543234.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -543238.312500 Penalty: 823.928040
	Iteration 22Q: 3 clusters Score -543238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -543241.375000 Penalty: 823.928040
	Iteration 23Q: 3 clusters Score -543241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -543244.875000 Penalty: 823.928040
	Iteration 24Q: 3 clusters Score -543244.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -543251.562500 Penalty: 823.928040
	Iteration 25Q: 3 clusters Score -543251.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -543257.312500 Penalty: 823.928040
	Iteration 26Q: 3 clusters Score -543257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -543266.750000 Penalty: 823.928040
	Iteration 27Q: 3 clusters Score -543266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -543277.812500 Penalty: 823.928040
	Iteration 28Q: 3 clusters Score -543277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -543286.687500 Penalty: 823.928040
	Iteration 29Q: 3 clusters Score -543286.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -543296.125000 Penalty: 823.928040
	Iteration 30Q: 3 clusters Score -543296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -543305.812500 Penalty: 823.928040
	Iteration 31Q: 3 clusters Score -543305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -543309.937500 Penalty: 823.928040
	Iteration 32Q: 3 clusters Score -543309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -543314.187500 Penalty: 823.928040
	Iteration 33Q: 3 clusters Score -543314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -543318.500000 Penalty: 823.928040
	Iteration 34Q: 3 clusters Score -543318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -543320.812500 Penalty: 823.928040
	Iteration 35Q: 3 clusters Score -543320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -543324.437500 Penalty: 823.928040
	Iteration 36Q: 3 clusters Score -543324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -543326.187500 Penalty: 823.928040
	Iteration 37Q: 3 clusters Score -543326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -543328.812500 Penalty: 823.928040
	Iteration 38Q: 3 clusters Score -543328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -543335.062500 Penalty: 823.928040
	Iteration 39Q: 3 clusters Score -543335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -543336.250000 Penalty: 823.928040
	Iteration 40F: 3 clusters Score -543336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -301535.812500 Penalty: 391.076111
	Iteration 0F: 2 clusters Score -301535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -297948.562500 Penalty: 782.152222
	Iteration 0F: 3 clusters Score -297948.6 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -299605.312500 Penalty: 782.152222
	Iteration 1F: 3 clusters Score -299605.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -299954.843750 Penalty: 782.152222
	Iteration 2F: 3 clusters Score -299954.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -300309.312500 Penalty: 782.152222
	Iteration 3F: 3 clusters Score -300309.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -300635.093750 Penalty: 782.152222
	Iteration 4F: 3 clusters Score -300635.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -300859.843750 Penalty: 782.152222
	Iteration 5F: 3 clusters Score -300859.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -300984.781250 Penalty: 782.152222
	Iteration 6Q: 3 clusters Score -300984.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -301085.468750 Penalty: 782.152222
	Iteration 7Q: 3 clusters Score -301085.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -301155.750000 Penalty: 782.152222
	Iteration 8Q: 3 clusters Score -301155.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -301213.031250 Penalty: 782.152222
	Iteration 9Q: 3 clusters Score -301213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -301248.281250 Penalty: 782.152222
	Iteration 10Q: 3 clusters Score -301248.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -301271.687500 Penalty: 782.152222
	Iteration 11Q: 3 clusters Score -301271.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -301289.125000 Penalty: 782.152222
	Iteration 12Q: 3 clusters Score -301289.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -301300.875000 Penalty: 782.152222
	Iteration 13Q: 3 clusters Score -301300.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -301307.656250 Penalty: 782.152222
	Iteration 14Q: 3 clusters Score -301307.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -301314.218750 Penalty: 782.152222
	Iteration 15Q: 3 clusters Score -301314.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -301320.843750 Penalty: 782.152222
	Iteration 16Q: 3 clusters Score -301320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -301327.531250 Penalty: 782.152222
	Iteration 17Q: 3 clusters Score -301327.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -301332.312500 Penalty: 782.152222
	Iteration 18Q: 3 clusters Score -301332.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -301335.375000 Penalty: 782.152222
	Iteration 19Q: 3 clusters Score -301335.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -301338.562500 Penalty: 782.152222
	Iteration 20F: 3 clusters Score -301338.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -301340.250000 Penalty: 782.152222
	Iteration 21Q: 3 clusters Score -301340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -301340.375000 Penalty: 782.152222
	Iteration 22Q: 3 clusters Score -301340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -301342.750000 Penalty: 782.152222
	Iteration 23Q: 3 clusters Score -301342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -301343.812500 Penalty: 782.152222
	Iteration 24Q: 3 clusters Score -301343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -301344.656250 Penalty: 782.152222
	Iteration 25Q: 3 clusters Score -301344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -301345.187500 Penalty: 782.152222
	Iteration 26Q: 3 clusters Score -301345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -301345.718750 Penalty: 782.152222
	Iteration 27Q: 3 clusters Score -301345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -301345.718750 Penalty: 782.152222
	Iteration 28F: 3 clusters Score -301345.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60896.851562 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60896.85 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -61144.660156 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61144.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61192.929688 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61192.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61217.710938 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61217.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61240.816406 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61240.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -61268.109375 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61268.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61288.234375 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61288.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -61309.937500 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61309.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61326.667969 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61326.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61342.117188 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61342.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61357.750000 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61357.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -61373.859375 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61373.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61385.664062 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61385.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -61392.359375 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61392.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -61397.808594 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61397.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -61400.285156 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61400.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61403.335938 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61403.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -61406.933594 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61406.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -61411.375000 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61411.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -61418.933594 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61418.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -61423.546875 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61423.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61428.003906 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61434.773438 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61434.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -61438.652344 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61438.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -61440.207031 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61440.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -61442.414062 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61442.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -61443.835938 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61443.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -61445.277344 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61445.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -61448.632812 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61448.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -61451.250000 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61451.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -61453.929688 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61453.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -61456.195312 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -61457.820312 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -61457.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -61461.281250 Penalty: 637.113342
	Iteration 33Q: 3 clusters Score -61461.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -61465.113281 Penalty: 637.113342
	Iteration 34Q: 3 clusters Score -61465.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -61468.722656 Penalty: 637.113342
	Iteration 35Q: 3 clusters Score -61468.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -61471.472656 Penalty: 637.113342
	Iteration 36Q: 3 clusters Score -61471.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -61472.289062 Penalty: 637.113342
	Iteration 37Q: 3 clusters Score -61472.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -61472.464844 Penalty: 637.113342
	Iteration 38Q: 3 clusters Score -61472.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -61472.804688 Penalty: 637.113342
	Iteration 39Q: 3 clusters Score -61472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -61473.308594 Penalty: 637.113342
	Iteration 40F: 3 clusters Score -61473.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -61474.027344 Penalty: 637.113342
	Iteration 41Q: 3 clusters Score -61474.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -61475.003906 Penalty: 637.113342
	Iteration 42Q: 3 clusters Score -61475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -61477.320312 Penalty: 637.113342
	Iteration 43Q: 3 clusters Score -61477.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -61480.078125 Penalty: 637.113342
	Iteration 44Q: 3 clusters Score -61480.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -61482.656250 Penalty: 637.113342
	Iteration 45Q: 3 clusters Score -61482.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -61488.613281 Penalty: 637.113342
	Iteration 46Q: 3 clusters Score -61488.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -61494.179688 Penalty: 637.113342
	Iteration 47Q: 3 clusters Score -61494.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -61499.207031 Penalty: 637.113342
	Iteration 48Q: 3 clusters Score -61499.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -61503.820312 Penalty: 637.113342
	Iteration 49Q: 3 clusters Score -61503.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -61505.113281 Penalty: 637.113342
	Iteration 50Q: 3 clusters Score -61505.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -61506.726562 Penalty: 637.113342
	Iteration 51Q: 3 clusters Score -61506.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -61506.753906 Penalty: 637.113342
	Iteration 52Q: 3 clusters Score -61506.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -61506.753906 Penalty: 637.113342
	Iteration 53F: 3 clusters Score -61506.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -26788.138672 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -26788.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26368.283203 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -26368.28 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26573.984375 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -26573.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26695.062500 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -26695.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26837.441406 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -26837.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26982.835938 Penalty: 565.892639
	Iteration 4F: 3 clusters Score -26982.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27035.533203 Penalty: 565.892639
	Iteration 5F: 3 clusters Score -27035.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27061.164062 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -27061.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27084.541016 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -27084.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27093.009766 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -27093.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27095.718750 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -27095.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27098.128906 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -27098.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27101.708984 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -27101.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27103.525391 Penalty: 565.892639
	Iteration 12Q: 3 clusters Score -27103.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27103.525391 Penalty: 565.892639
	Iteration 13F: 3 clusters Score -27103.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 20514 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7771 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 29622 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 94 members 
Mstep: Class 19 contains 153110 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123760 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
Score: -23050140.000000 Penalty: 15284.933594
Splitting cluster 16 changes total score from -23049988.000000 to -23050140.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5050.119141 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5050.119 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 51 members 
Entering Unmasked Estep 
Score: -4840.453125 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -4840.453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4873.739746 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -4873.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4884.691895 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -4884.692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4892.937500 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -4892.938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4897.248535 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -4897.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4902.515625 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -4902.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4908.774414 Penalty: 426.073944
	Iteration 6Q: 3 clusters Score -4908.774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4908.774414 Penalty: 426.073944
	Iteration 7F: 3 clusters Score -4908.774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Entering Unmasked Estep 
Score: -8993096.000000 Penalty: 543.220459
	Iteration 0F: 2 clusters Score -8993096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -8895633.000000 Penalty: 1086.440918
	Iteration 0F: 3 clusters Score -8895633 nChanged 74960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -8942277.000000 Penalty: 1086.440918
	Iteration 1F: 3 clusters Score -8942277 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -8945602.000000 Penalty: 1086.440918
	Iteration 2Q: 3 clusters Score -8945602 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -8950421.000000 Penalty: 1086.440918
	Iteration 3F: 3 clusters Score -8950421 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -8957108.000000 Penalty: 1086.440918
	Iteration 4F: 3 clusters Score -8957108 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -8964604.000000 Penalty: 1086.440918
	Iteration 5F: 3 clusters Score -8964604 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -8970070.000000 Penalty: 1086.440918
	Iteration 6F: 3 clusters Score -8970070 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -8972521.000000 Penalty: 1086.440918
	Iteration 7Q: 3 clusters Score -8972521 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -8973280.000000 Penalty: 1086.440918
	Iteration 8Q: 3 clusters Score -8973280 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -8973678.000000 Penalty: 1086.440918
	Iteration 9Q: 3 clusters Score -8973678 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -8973987.000000 Penalty: 1086.440918
	Iteration 10Q: 3 clusters Score -8973987 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -8974297.000000 Penalty: 1086.440918
	Iteration 11Q: 3 clusters Score -8974297 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -8974711.000000 Penalty: 1086.440918
	Iteration 12Q: 3 clusters Score -8974711 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 103436 members 
Entering Unmasked Estep 
Score: -8975221.000000 Penalty: 1086.440918
	Iteration 13Q: 3 clusters Score -8975221 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -8975775.000000 Penalty: 1086.440918
	Iteration 14Q: 3 clusters Score -8975775 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -8976348.000000 Penalty: 1086.440918
	Iteration 15Q: 3 clusters Score -8976348 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -8977042.000000 Penalty: 1086.440918
	Iteration 16Q: 3 clusters Score -8977042 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -8977782.000000 Penalty: 1086.440918
	Iteration 17Q: 3 clusters Score -8977782 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 115777 members 
Entering Unmasked Estep 
Score: -8978662.000000 Penalty: 1086.440918
	Iteration 18Q: 3 clusters Score -8978662 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 118616 members 
Entering Unmasked Estep 
Score: -8979706.000000 Penalty: 1086.440918
	Iteration 19Q: 3 clusters Score -8979706 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -8980788.000000 Penalty: 1086.440918
	Iteration 20F: 3 clusters Score -8980788 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 124483 members 
Entering Unmasked Estep 
Score: -8981748.000000 Penalty: 1086.440918
	Iteration 21Q: 3 clusters Score -8981748 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 127443 members 
Entering Unmasked Estep 
Score: -8982497.000000 Penalty: 1086.440918
	Iteration 22Q: 3 clusters Score -8982497 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -8983020.000000 Penalty: 1086.440918
	Iteration 23Q: 3 clusters Score -8983020 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 133094 members 
Entering Unmasked Estep 
Score: -8983738.000000 Penalty: 1086.440918
	Iteration 24Q: 3 clusters Score -8983738 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 135772 members 
Entering Unmasked Estep 
Score: -8984328.000000 Penalty: 1086.440918
	Iteration 25Q: 3 clusters Score -8984328 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 138326 members 
Entering Unmasked Estep 
Score: -8985145.000000 Penalty: 1086.440918
	Iteration 26Q: 3 clusters Score -8985145 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 140671 members 
Entering Unmasked Estep 
Score: -8985800.000000 Penalty: 1086.440918
	Iteration 27Q: 3 clusters Score -8985800 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -8986575.000000 Penalty: 1086.440918
	Iteration 28Q: 3 clusters Score -8986575 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 144819 members 
Entering Unmasked Estep 
Score: -8987404.000000 Penalty: 1086.440918
	Iteration 29Q: 3 clusters Score -8987404 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -8988322.000000 Penalty: 1086.440918
	Iteration 30Q: 3 clusters Score -8988322 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 148013 members 
Entering Unmasked Estep 
Score: -8989167.000000 Penalty: 1086.440918
	Iteration 31Q: 3 clusters Score -8989167 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 149326 members 
Entering Unmasked Estep 
Score: -8989984.000000 Penalty: 1086.440918
	Iteration 32Q: 3 clusters Score -8989984 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -8990670.000000 Penalty: 1086.440918
	Iteration 33Q: 3 clusters Score -8990670 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -8991247.000000 Penalty: 1086.440918
	Iteration 34Q: 3 clusters Score -8991247 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 151958 members 
Entering Unmasked Estep 
Score: -8991760.000000 Penalty: 1086.440918
	Iteration 35Q: 3 clusters Score -8991760 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 152405 members 
Entering Unmasked Estep 
Score: -8992101.000000 Penalty: 1086.440918
	Iteration 36Q: 3 clusters Score -8992101 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 152671 members 
Entering Unmasked Estep 
Score: -8992289.000000 Penalty: 1086.440918
	Iteration 37Q: 3 clusters Score -8992289 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -8992393.000000 Penalty: 1086.440918
	Iteration 38Q: 3 clusters Score -8992393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 152880 members 
Entering Unmasked Estep 
Score: -8992496.000000 Penalty: 1086.440918
	Iteration 39Q: 3 clusters Score -8992496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -8992536.000000 Penalty: 1086.440918
	Iteration 40F: 3 clusters Score -8992536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -8992560.000000 Penalty: 1086.440918
	Iteration 41Q: 3 clusters Score -8992560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -8992564.000000 Penalty: 1086.440918
	Iteration 42Q: 3 clusters Score -8992564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -8992574.000000 Penalty: 1086.440918
	Iteration 43Q: 3 clusters Score -8992574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 152968 members 
Entering Unmasked Estep 
Score: -8992587.000000 Penalty: 1086.440918
	Iteration 44Q: 3 clusters Score -8992587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -8992598.000000 Penalty: 1086.440918
	Iteration 45Q: 3 clusters Score -8992598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -8992602.000000 Penalty: 1086.440918
	Iteration 46Q: 3 clusters Score -8992602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -8992603.000000 Penalty: 1086.440918
	Iteration 47Q: 3 clusters Score -8992603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -8992612.000000 Penalty: 1086.440918
	Iteration 48Q: 3 clusters Score -8992612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -8992617.000000 Penalty: 1086.440918
	Iteration 49Q: 3 clusters Score -8992617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -8992618.000000 Penalty: 1086.440918
	Iteration 50Q: 3 clusters Score -8992618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -8992619.000000 Penalty: 1086.440918
	Iteration 51Q: 3 clusters Score -8992619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -8992621.000000 Penalty: 1086.440918
	Iteration 52Q: 3 clusters Score -8992621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -8992616.000000 Penalty: 1086.440918
	Iteration 53Q: 3 clusters Score -8992616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -8992621.000000 Penalty: 1086.440918
	Iteration 54Q: 3 clusters Score -8992621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -8992625.000000 Penalty: 1086.440918
	Iteration 55Q: 3 clusters Score -8992625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -8992623.000000 Penalty: 1086.440918
	Iteration 56Q: 3 clusters Score -8992623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 152986 members 
Entering Unmasked Estep 
Score: -8992617.000000 Penalty: 1086.440918
	Iteration 57Q: 3 clusters Score -8992617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -8992623.000000 Penalty: 1086.440918
	Iteration 58Q: 3 clusters Score -8992623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -8992622.000000 Penalty: 1086.440918
	Iteration 59Q: 3 clusters Score -8992622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -8992622.000000 Penalty: 1086.440918
	Iteration 60F: 3 clusters Score -8992622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 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 109 members 
Entering Unmasked Estep 
Score: -9937.302734 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9937.303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10070.476562 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10070.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10111.673828 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10111.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10148.942383 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -10148.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10195.305664 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -10195.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10247.564453 Penalty: 488.728058
	Iteration 5F: 3 clusters Score -10247.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10316.885742 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10316.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10352.331055 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10352.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10361.854492 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10361.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10362.645508 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10362.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10362.645508 Penalty: 488.728058
	Iteration 10F: 3 clusters Score -10362.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 20514 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7771 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 29622 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 94 members 
Mstep: Class 19 contains 153110 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123760 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 106 members 
Entering Unmasked Estep 
Score: -23049942.000000 Penalty: 15872.815430
Splitting cluster 20 changes total score from -23049988.000000 to -23049942.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52965.894531 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52965.89 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -53197.128906 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53197.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53234.929688 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53234.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53264.625000 Penalty: 624.606079
	Iteration 3Q: 3 clusters Score -53264.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53291.359375 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53291.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53312.000000 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -53330.628906 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53330.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53344.304688 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53344.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53361.210938 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53361.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53386.296875 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53386.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53409.222656 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53409.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53427.703125 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53435.445312 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53435.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53445.921875 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53445.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53458.785156 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53458.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53468.312500 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53468.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53472.707031 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53472.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -53476.937500 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53476.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53481.945312 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53481.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53486.265625 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53486.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -53491.917969 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53491.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53500.058594 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53500.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53509.839844 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53509.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53520.539062 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53520.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -53532.113281 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53532.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -53539.128906 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -53539.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -53550.496094 Penalty: 624.606079
	Iteration 26Q: 3 clusters Score -53550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53565.789062 Penalty: 624.606079
	Iteration 27Q: 3 clusters Score -53565.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53581.816406 Penalty: 624.606079
	Iteration 28Q: 3 clusters Score -53581.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53598.484375 Penalty: 624.606079
	Iteration 29Q: 3 clusters Score -53598.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53611.039062 Penalty: 624.606079
	Iteration 30Q: 3 clusters Score -53611.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53618.593750 Penalty: 624.606079
	Iteration 31Q: 3 clusters Score -53618.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53620.746094 Penalty: 624.606079
	Iteration 32Q: 3 clusters Score -53620.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53623.605469 Penalty: 624.606079
	Iteration 33Q: 3 clusters Score -53623.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53627.347656 Penalty: 624.606079
	Iteration 34Q: 3 clusters Score -53627.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -53630.429688 Penalty: 624.606079
	Iteration 35Q: 3 clusters Score -53630.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -53634.640625 Penalty: 624.606079
	Iteration 36Q: 3 clusters Score -53634.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53635.921875 Penalty: 624.606079
	Iteration 37Q: 3 clusters Score -53635.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53636.425781 Penalty: 624.606079
	Iteration 38Q: 3 clusters Score -53636.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -53638.253906 Penalty: 624.606079
	Iteration 39Q: 3 clusters Score -53638.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53639.808594 Penalty: 624.606079
	Iteration 40F: 3 clusters Score -53639.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53640.484375 Penalty: 624.606079
	Iteration 41Q: 3 clusters Score -53640.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53640.484375 Penalty: 624.606079
	Iteration 42F: 3 clusters Score -53640.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (123760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Entering Unmasked Estep 
Score: -7416262.500000 Penalty: 533.537476
	Iteration 0F: 2 clusters Score -7416262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -7334884.000000 Penalty: 1067.074951
	Iteration 0F: 3 clusters Score -7334884 nChanged 60688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -7371899.500000 Penalty: 1067.074951
	Iteration 1F: 3 clusters Score -7371900 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -7373521.000000 Penalty: 1067.074951
	Iteration 2Q: 3 clusters Score -7373521 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -7375680.000000 Penalty: 1067.074951
	Iteration 3Q: 3 clusters Score -7375680 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -7378216.500000 Penalty: 1067.074951
	Iteration 4Q: 3 clusters Score -7378216 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -7381341.000000 Penalty: 1067.074951
	Iteration 5F: 3 clusters Score -7381341 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -7385261.500000 Penalty: 1067.074951
	Iteration 6F: 3 clusters Score -7385262 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -7389690.500000 Penalty: 1067.074951
	Iteration 7F: 3 clusters Score -7389690 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -7393688.500000 Penalty: 1067.074951
	Iteration 8F: 3 clusters Score -7393688 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -7396170.000000 Penalty: 1067.074951
	Iteration 9Q: 3 clusters Score -7396170 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -7397187.000000 Penalty: 1067.074951
	Iteration 10Q: 3 clusters Score -7397187 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -7397694.000000 Penalty: 1067.074951
	Iteration 11Q: 3 clusters Score -7397694 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -7398091.000000 Penalty: 1067.074951
	Iteration 12Q: 3 clusters Score -7398091 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7398540.500000 Penalty: 1067.074951
	Iteration 13Q: 3 clusters Score -7398540 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -7398887.000000 Penalty: 1067.074951
	Iteration 14Q: 3 clusters Score -7398887 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7399328.500000 Penalty: 1067.074951
	Iteration 15Q: 3 clusters Score -7399328 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -7399896.000000 Penalty: 1067.074951
	Iteration 16Q: 3 clusters Score -7399896 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -7400376.500000 Penalty: 1067.074951
	Iteration 17Q: 3 clusters Score -7400376 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -7401069.000000 Penalty: 1067.074951
	Iteration 18Q: 3 clusters Score -7401069 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -7401755.000000 Penalty: 1067.074951
	Iteration 19Q: 3 clusters Score -7401755 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -7402578.500000 Penalty: 1067.074951
	Iteration 20F: 3 clusters Score -7402578 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -7403382.000000 Penalty: 1067.074951
	Iteration 21Q: 3 clusters Score -7403382 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -7404142.000000 Penalty: 1067.074951
	Iteration 22Q: 3 clusters Score -7404142 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -7405020.000000 Penalty: 1067.074951
	Iteration 23Q: 3 clusters Score -7405020 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -7405801.000000 Penalty: 1067.074951
	Iteration 24Q: 3 clusters Score -7405801 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -7406598.000000 Penalty: 1067.074951
	Iteration 25Q: 3 clusters Score -7406598 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -7407282.500000 Penalty: 1067.074951
	Iteration 26Q: 3 clusters Score -7407282 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -7407977.000000 Penalty: 1067.074951
	Iteration 27Q: 3 clusters Score -7407977 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -7408536.500000 Penalty: 1067.074951
	Iteration 28Q: 3 clusters Score -7408536 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -7409008.000000 Penalty: 1067.074951
	Iteration 29Q: 3 clusters Score -7409008 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -7409444.000000 Penalty: 1067.074951
	Iteration 30Q: 3 clusters Score -7409444 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -7409842.000000 Penalty: 1067.074951
	Iteration 31Q: 3 clusters Score -7409842 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -7410169.000000 Penalty: 1067.074951
	Iteration 32Q: 3 clusters Score -7410169 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -7410462.500000 Penalty: 1067.074951
	Iteration 33Q: 3 clusters Score -7410462 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -7410666.500000 Penalty: 1067.074951
	Iteration 34Q: 3 clusters Score -7410666 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -7410954.500000 Penalty: 1067.074951
	Iteration 35Q: 3 clusters Score -7410954 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -7411221.500000 Penalty: 1067.074951
	Iteration 36Q: 3 clusters Score -7411222 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -7411376.000000 Penalty: 1067.074951
	Iteration 37Q: 3 clusters Score -7411376 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 106987 members 
Entering Unmasked Estep 
Score: -7411677.000000 Penalty: 1067.074951
	Iteration 38Q: 3 clusters Score -7411677 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -7411913.000000 Penalty: 1067.074951
	Iteration 39Q: 3 clusters Score -7411913 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -7412329.000000 Penalty: 1067.074951
	Iteration 40F: 3 clusters Score -7412329 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -7412726.500000 Penalty: 1067.074951
	Iteration 41Q: 3 clusters Score -7412726 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -7412998.000000 Penalty: 1067.074951
	Iteration 42Q: 3 clusters Score -7412998 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 112123 members 
Entering Unmasked Estep 
Score: -7413348.000000 Penalty: 1067.074951
	Iteration 43Q: 3 clusters Score -7413348 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -7413628.500000 Penalty: 1067.074951
	Iteration 44Q: 3 clusters Score -7413628 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -7413911.000000 Penalty: 1067.074951
	Iteration 45Q: 3 clusters Score -7413911 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -7414083.500000 Penalty: 1067.074951
	Iteration 46Q: 3 clusters Score -7414084 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -7414328.500000 Penalty: 1067.074951
	Iteration 47Q: 3 clusters Score -7414328 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -7414580.500000 Penalty: 1067.074951
	Iteration 48Q: 3 clusters Score -7414580 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -7414746.500000 Penalty: 1067.074951
	Iteration 49Q: 3 clusters Score -7414746 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -7414953.000000 Penalty: 1067.074951
	Iteration 50Q: 3 clusters Score -7414953 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -7415137.500000 Penalty: 1067.074951
	Iteration 51Q: 3 clusters Score -7415138 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 118722 members 
Entering Unmasked Estep 
Score: -7415282.000000 Penalty: 1067.074951
	Iteration 52Q: 3 clusters Score -7415282 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 119192 members 
Entering Unmasked Estep 
Score: -7415465.500000 Penalty: 1067.074951
	Iteration 53Q: 3 clusters Score -7415466 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 119601 members 
Entering Unmasked Estep 
Score: -7415603.500000 Penalty: 1067.074951
	Iteration 54Q: 3 clusters Score -7415604 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 119973 members 
Entering Unmasked Estep 
Score: -7415678.500000 Penalty: 1067.074951
	Iteration 55Q: 3 clusters Score -7415678 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 120285 members 
Entering Unmasked Estep 
Score: -7415790.000000 Penalty: 1067.074951
	Iteration 56Q: 3 clusters Score -7415790 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -7415853.500000 Penalty: 1067.074951
	Iteration 57Q: 3 clusters Score -7415854 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -7415888.000000 Penalty: 1067.074951
	Iteration 58Q: 3 clusters Score -7415888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 120952 members 
Entering Unmasked Estep 
Score: -7415923.000000 Penalty: 1067.074951
	Iteration 59Q: 3 clusters Score -7415923 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -7415920.500000 Penalty: 1067.074951
	Iteration 60F: 3 clusters Score -7415920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 121244 members 
Entering Unmasked Estep 
Score: -7415948.000000 Penalty: 1067.074951
	Iteration 61Q: 3 clusters Score -7415948 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 121349 members 
Entering Unmasked Estep 
Score: -7415974.000000 Penalty: 1067.074951
	Iteration 62Q: 3 clusters Score -7415974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -7415999.000000 Penalty: 1067.074951
	Iteration 63Q: 3 clusters Score -7415999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 121511 members 
Entering Unmasked Estep 
Score: -7416022.000000 Penalty: 1067.074951
	Iteration 64Q: 3 clusters Score -7416022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 121591 members 
Entering Unmasked Estep 
Score: -7416031.000000 Penalty: 1067.074951
	Iteration 65Q: 3 clusters Score -7416031 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -7416023.000000 Penalty: 1067.074951
	Iteration 66Q: 3 clusters Score -7416023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 121708 members 
Entering Unmasked Estep 
Score: -7416039.000000 Penalty: 1067.074951
	Iteration 67Q: 3 clusters Score -7416039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 121759 members 
Entering Unmasked Estep 
Score: -7416036.000000 Penalty: 1067.074951
	Iteration 68Q: 3 clusters Score -7416036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -7416044.500000 Penalty: 1067.074951
	Iteration 69Q: 3 clusters Score -7416044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 121850 members 
Entering Unmasked Estep 
Score: -7416040.500000 Penalty: 1067.074951
	Iteration 70Q: 3 clusters Score -7416040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 121891 members 
Entering Unmasked Estep 
Score: -7416068.000000 Penalty: 1067.074951
	Iteration 71Q: 3 clusters Score -7416068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 121937 members 
Entering Unmasked Estep 
Score: -7416069.500000 Penalty: 1067.074951
	Iteration 72Q: 3 clusters Score -7416070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 121994 members 
Entering Unmasked Estep 
Score: -7416075.000000 Penalty: 1067.074951
	Iteration 73Q: 3 clusters Score -7416075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -7416080.500000 Penalty: 1067.074951
	Iteration 74Q: 3 clusters Score -7416080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 122092 members 
Entering Unmasked Estep 
Score: -7416072.500000 Penalty: 1067.074951
	Iteration 75Q: 3 clusters Score -7416072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -7416071.500000 Penalty: 1067.074951
	Iteration 76Q: 3 clusters Score -7416072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 122156 members 
Entering Unmasked Estep 
Score: -7416062.000000 Penalty: 1067.074951
	Iteration 77Q: 3 clusters Score -7416062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -7416081.000000 Penalty: 1067.074951
	Iteration 78Q: 3 clusters Score -7416081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 122209 members 
Entering Unmasked Estep 
Score: -7416100.000000 Penalty: 1067.074951
	Iteration 79Q: 3 clusters Score -7416100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -7416102.500000 Penalty: 1067.074951
	Iteration 80F: 3 clusters Score -7416102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 122263 members 
Entering Unmasked Estep 
Score: -7416104.500000 Penalty: 1067.074951
	Iteration 81Q: 3 clusters Score -7416104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 122284 members 
Entering Unmasked Estep 
Score: -7416117.500000 Penalty: 1067.074951
	Iteration 82Q: 3 clusters Score -7416118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 122307 members 
Entering Unmasked Estep 
Score: -7416116.000000 Penalty: 1067.074951
	Iteration 83Q: 3 clusters Score -7416116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -7416118.500000 Penalty: 1067.074951
	Iteration 84Q: 3 clusters Score -7416118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 122335 members 
Entering Unmasked Estep 
Score: -7416119.500000 Penalty: 1067.074951
	Iteration 85Q: 3 clusters Score -7416120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -7416109.500000 Penalty: 1067.074951
	Iteration 86Q: 3 clusters Score -7416110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 122351 members 
Entering Unmasked Estep 
Score: -7416106.000000 Penalty: 1067.074951
	Iteration 87Q: 3 clusters Score -7416106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -7416110.500000 Penalty: 1067.074951
	Iteration 88Q: 3 clusters Score -7416110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -7416110.500000 Penalty: 1067.074951
	Iteration 89F: 3 clusters Score -7416110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9628.468750 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9628.469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9344.530273 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9344.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9453.524414 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9453.524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9477.787109 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9477.787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9483.329102 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9483.329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9483.329102 Penalty: 477.479187
	Iteration 4F: 3 clusters Score -9483.329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -26019.839844 Penalty: 280.142548
	Iteration 0F: 2 clusters Score -26019.84 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 234 members 
Entering Unmasked Estep 
Score: -25577.451172 Penalty: 560.285095
	Iteration 0F: 3 clusters Score -25577.45 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25753.152344 Penalty: 560.285095
	Iteration 1F: 3 clusters Score -25753.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25804.000000 Penalty: 560.285095
	Iteration 2F: 3 clusters Score -25804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25857.548828 Penalty: 560.285095
	Iteration 3F: 3 clusters Score -25857.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25885.656250 Penalty: 560.285095
	Iteration 4Q: 3 clusters Score -25885.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25931.220703 Penalty: 560.285095
	Iteration 5Q: 3 clusters Score -25931.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25947.898438 Penalty: 560.285095
	Iteration 6Q: 3 clusters Score -25947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25953.802734 Penalty: 560.285095
	Iteration 7Q: 3 clusters Score -25953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25957.687500 Penalty: 560.285095
	Iteration 8Q: 3 clusters Score -25957.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25961.142578 Penalty: 560.285095
	Iteration 9Q: 3 clusters Score -25961.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25961.505859 Penalty: 560.285095
	Iteration 10Q: 3 clusters Score -25961.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25961.505859 Penalty: 560.285095
	Iteration 11F: 3 clusters Score -25961.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -13549.462891 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -13549.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13239.685547 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -13239.69 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13357.523438 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -13357.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13393.595703 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -13393.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13415.932617 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -13415.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13418.729492 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -13418.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13418.729492 Penalty: 505.319305
	Iteration 5F: 3 clusters Score -13418.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8184.642578 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -8184.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7983.121582 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7983.122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8122.479492 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -8122.479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8193.157227 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -8193.157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8202.814453 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -8202.814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8235.612305 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -8235.612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8239.986328 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -8239.986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8239.986328 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -8239.986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 20514 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7771 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 29622 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 94 members 
Mstep: Class 19 contains 153110 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123760 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 43 members 
Mstep: Class 27 contains 135 members 
Entering Unmasked Estep 
Score: -23049842.000000 Penalty: 15872.815430
Splitting cluster 26 changes total score from -23049988.000000 to -23049842.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 20514 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7771 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 29622 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 153110 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 123760 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050274.000000 Penalty: 15284.933594
Iteration 119Q: 27 clusters Score -2.305027e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 34690 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7766 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 29416 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8494 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 92 members 
Mstep: Class 19 contains 153049 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 124604 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050620.000000 Penalty: 15284.933594
Iteration 120F: 27 clusters Score -2.305062e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 20265 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 34203 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 153126 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 125339 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 253 members 
Mstep: Class 26 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050754.000000 Penalty: 15284.933594
Iteration 121Q: 27 clusters Score -2.305075e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 20101 members 
Mstep: Class 4 contains 3016 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 33755 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7750 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 28974 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8416 members 
Mstep: Class 14 contains 5503 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 462 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 153255 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 126019 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 419 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050790.000000 Penalty: 15284.933594
Iteration 122Q: 27 clusters Score -2.305079e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6995 members 
Mstep: Class 3 contains 19920 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 33300 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7736 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 28750 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8410 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 153474 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 126602 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 410 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050924.000000 Penalty: 15284.933594
Iteration 123Q: 27 clusters Score -2.305092e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 19719 members 
Mstep: Class 4 contains 2964 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 32882 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7719 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 28540 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8386 members 
Mstep: Class 14 contains 5556 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 153759 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 127140 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 402 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051026.000000 Penalty: 15284.933594
Iteration 124Q: 27 clusters Score -2.305103e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 19543 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 32422 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7693 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 28338 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8388 members 
Mstep: Class 14 contains 5572 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 486 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 154111 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 127594 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 395 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051078.000000 Penalty: 15284.933594
Iteration 125Q: 27 clusters Score -2.305108e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 19319 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 31918 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7668 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 28149 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8414 members 
Mstep: Class 14 contains 5579 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 154577 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 127992 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 389 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051084.000000 Penalty: 15284.933594
Iteration 126Q: 27 clusters Score -2.305108e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 19083 members 
Mstep: Class 4 contains 2897 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 31442 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7650 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 28013 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 5568 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 493 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 155032 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 128335 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 387 members 
Mstep: Class 25 contains 247 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051114.000000 Penalty: 15284.933594
Iteration 127Q: 27 clusters Score -2.305111e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7248 members 
Mstep: Class 3 contains 18837 members 
Mstep: Class 4 contains 2871 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 30962 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 27869 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 5554 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 155529 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 128672 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051068.000000 Penalty: 15284.933594
Iteration 128Q: 27 clusters Score -2.305107e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 18603 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 30510 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 27733 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8549 members 
Mstep: Class 14 contains 5526 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 156052 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 128946 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050988.000000 Penalty: 15284.933594
Iteration 129Q: 27 clusters Score -2.305099e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 18361 members 
Mstep: Class 4 contains 2824 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 30037 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7595 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 27601 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8603 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 156593 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 129208 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050950.000000 Penalty: 15284.933594
Iteration 130Q: 27 clusters Score -2.305095e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 18128 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 29525 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7573 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 27484 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8665 members 
Mstep: Class 14 contains 5498 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 157134 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 129484 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050916.000000 Penalty: 15284.933594
Iteration 131Q: 27 clusters Score -2.305092e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 29045 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7548 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 27375 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 5482 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 157610 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 129764 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050934.000000 Penalty: 15284.933594
Iteration 132Q: 27 clusters Score -2.305093e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7430 members 
Mstep: Class 3 contains 17667 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 28577 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 27264 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8803 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 158061 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130066 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050848.000000 Penalty: 15284.933594
Iteration 133Q: 27 clusters Score -2.305085e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 28122 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 27159 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 158537 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130297 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050844.000000 Penalty: 15284.933594
Iteration 134Q: 27 clusters Score -2.305084e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7493 members 
Mstep: Class 3 contains 17212 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 27718 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 27046 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 159010 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130458 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050636.000000 Penalty: 15284.933594
Iteration 135Q: 27 clusters Score -2.305064e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7531 members 
Mstep: Class 3 contains 17002 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 27280 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 26947 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9063 members 
Mstep: Class 14 contains 5461 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 159457 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130648 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050608.000000 Penalty: 15284.933594
Iteration 136Q: 27 clusters Score -2.305061e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 16826 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 26858 members 
Mstep: Class 7 contains 1547 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7451 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 26841 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 14 contains 5448 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 159873 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130823 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050696.000000 Penalty: 15284.933594
Iteration 137Q: 27 clusters Score -2.30507e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7612 members 
Mstep: Class 3 contains 16640 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 26444 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 26722 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9245 members 
Mstep: Class 14 contains 5437 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 160318 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 130988 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050606.000000 Penalty: 15284.933594
Iteration 138Q: 27 clusters Score -2.305061e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 26054 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 26593 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9352 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 160745 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 131151 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 385 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050658.000000 Penalty: 15284.933594
Iteration 139Q: 27 clusters Score -2.305066e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 25667 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7394 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 26473 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9439 members 
Mstep: Class 14 contains 5423 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 161108 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 131392 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050568.000000 Penalty: 15284.933594
Iteration 140F: 27 clusters Score -2.305057e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7757 members 
Mstep: Class 3 contains 16011 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 25271 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 11 contains 26331 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9532 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 161519 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 131622 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050402.000000 Penalty: 15284.933594
Iteration 141Q: 27 clusters Score -2.30504e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 15794 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 24853 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7386 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 26216 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 161945 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 131817 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050256.000000 Penalty: 15284.933594
Iteration 142Q: 27 clusters Score -2.305026e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 15542 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 1590 members 
Mstep: Class 6 contains 24474 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7376 members 
Mstep: Class 10 contains 1202 members 
Mstep: Class 11 contains 26085 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9697 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 162379 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 131977 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050170.000000 Penalty: 15284.933594
Iteration 143Q: 27 clusters Score -2.305017e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 15292 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 24090 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7366 members 
Mstep: Class 10 contains 1199 members 
Mstep: Class 11 contains 25940 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9779 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 162822 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132142 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050040.000000 Penalty: 15284.933594
Iteration 144Q: 27 clusters Score -2.305004e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8084 members 
Mstep: Class 3 contains 15040 members 
Mstep: Class 4 contains 2762 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 23719 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 25829 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9852 members 
Mstep: Class 14 contains 5406 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 163219 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132333 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049952.000000 Penalty: 15284.933594
Iteration 145Q: 27 clusters Score -2.304995e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 14800 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 23355 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7320 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 25728 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 9942 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 163647 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132471 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049798.000000 Penalty: 15284.933594
Iteration 146Q: 27 clusters Score -2.30498e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 14553 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 23025 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 25620 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10041 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 164071 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132598 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049640.000000 Penalty: 15284.933594
Iteration 147Q: 27 clusters Score -2.304964e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8224 members 
Mstep: Class 3 contains 14318 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 22705 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7272 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 25516 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 164458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132740 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049482.000000 Penalty: 15284.933594
Iteration 148Q: 27 clusters Score -2.304948e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8266 members 
Mstep: Class 3 contains 14071 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 22395 members 
Mstep: Class 7 contains 1620 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 25408 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10243 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 164834 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132901 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049298.000000 Penalty: 15284.933594
Iteration 149Q: 27 clusters Score -2.30493e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 22100 members 
Mstep: Class 7 contains 1629 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7230 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 25321 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10367 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 165205 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 132963 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049174.000000 Penalty: 15284.933594
Iteration 150Q: 27 clusters Score -2.304917e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 13606 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 21770 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 10 contains 1209 members 
Mstep: Class 11 contains 25269 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 5359 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 165614 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133017 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049034.000000 Penalty: 15284.933594
Iteration 151Q: 27 clusters Score -2.304903e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 21422 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7188 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 25207 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10606 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 166040 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133080 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049000.000000 Penalty: 15284.933594
Iteration 152Q: 27 clusters Score -2.3049e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 13097 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 1554 members 
Mstep: Class 6 contains 21092 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7171 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 25135 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10725 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 166430 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133206 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048974.000000 Penalty: 15284.933594
Iteration 153Q: 27 clusters Score -2.304897e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 12843 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 1550 members 
Mstep: Class 6 contains 20725 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10856 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 166865 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133277 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048868.000000 Penalty: 15284.933594
Iteration 154Q: 27 clusters Score -2.304887e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 12599 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 6 contains 20361 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 25045 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 10990 members 
Mstep: Class 14 contains 5285 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 167263 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133350 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048878.000000 Penalty: 15284.933594
Iteration 155Q: 27 clusters Score -2.304888e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 12396 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 20019 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 24983 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11128 members 
Mstep: Class 14 contains 5269 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 167621 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133422 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048914.000000 Penalty: 15284.933594
Iteration 156Q: 27 clusters Score -2.304891e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8756 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 1530 members 
Mstep: Class 6 contains 19696 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 24922 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 5251 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 167935 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133528 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048916.000000 Penalty: 15284.933594
Iteration 157Q: 27 clusters Score -2.304892e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 11951 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 19339 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7100 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 24864 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11375 members 
Mstep: Class 14 contains 5228 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 168296 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133617 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048954.000000 Penalty: 15284.933594
Iteration 158Q: 27 clusters Score -2.304895e+07 nChanged 1665
Entering ConstructFrom: 
Score: -23048954.000000 Penalty: 15284.933594
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -84652.507812 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84652.51 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85023.664062 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -85023.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -85060.359375 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85060.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -85083.656250 Penalty: 666.708374
	Iteration 3Q: 3 clusters Score -85083.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85106.742188 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85106.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -85140.359375 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85140.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85174.890625 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85174.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -85208.062500 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85208.06 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -85245.765625 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85245.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -85271.773438 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85271.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -85284.976562 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85284.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -85299.171875 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85299.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -85311.078125 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85311.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -85326.546875 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85326.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85340.632812 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85340.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85348.093750 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85348.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85355.671875 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85355.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85359.984375 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85359.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85361.937500 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85361.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85364.695312 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85367.921875 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85367.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85371.382812 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85371.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85372.984375 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85372.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85374.554688 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85374.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85377.382812 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85377.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85379.539062 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85379.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85382.640625 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -85382.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85384.562500 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -85384.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85387.781250 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -85387.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85391.148438 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -85391.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85392.601562 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -85392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85394.359375 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -85394.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85399.234375 Penalty: 666.708374
	Iteration 32Q: 3 clusters Score -85399.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85403.375000 Penalty: 666.708374
	Iteration 33Q: 3 clusters Score -85403.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85408.054688 Penalty: 666.708374
	Iteration 34Q: 3 clusters Score -85408.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85412.710938 Penalty: 666.708374
	Iteration 35Q: 3 clusters Score -85412.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85420.054688 Penalty: 666.708374
	Iteration 36Q: 3 clusters Score -85420.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85434.828125 Penalty: 666.708374
	Iteration 37Q: 3 clusters Score -85434.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85459.484375 Penalty: 666.708374
	Iteration 38Q: 3 clusters Score -85459.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85492.250000 Penalty: 666.708374
	Iteration 39Q: 3 clusters Score -85492.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85508.140625 Penalty: 666.708374
	Iteration 40F: 3 clusters Score -85508.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85514.968750 Penalty: 666.708374
	Iteration 41Q: 3 clusters Score -85514.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85522.320312 Penalty: 666.708374
	Iteration 42Q: 3 clusters Score -85522.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85529.101562 Penalty: 666.708374
	Iteration 43Q: 3 clusters Score -85529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85532.000000 Penalty: 666.708374
	Iteration 44Q: 3 clusters Score -85532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85533.031250 Penalty: 666.708374
	Iteration 45Q: 3 clusters Score -85533.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85534.187500 Penalty: 666.708374
	Iteration 46Q: 3 clusters Score -85534.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85534.843750 Penalty: 666.708374
	Iteration 47Q: 3 clusters Score -85534.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85534.882812 Penalty: 666.708374
	Iteration 48Q: 3 clusters Score -85534.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85535.023438 Penalty: 666.708374
	Iteration 49Q: 3 clusters Score -85535.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85535.023438 Penalty: 666.708374
	Iteration 50F: 3 clusters Score -85535.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -497820.250000 Penalty: 413.696594
	Iteration 0F: 2 clusters Score -497820.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -491831.343750 Penalty: 827.393188
	Iteration 0F: 3 clusters Score -491831.3 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -494266.125000 Penalty: 827.393188
	Iteration 1F: 3 clusters Score -494266.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -494523.562500 Penalty: 827.393188
	Iteration 2F: 3 clusters Score -494523.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -494863.250000 Penalty: 827.393188
	Iteration 3F: 3 clusters Score -494863.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -495314.156250 Penalty: 827.393188
	Iteration 4F: 3 clusters Score -495314.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -495799.593750 Penalty: 827.393188
	Iteration 5F: 3 clusters Score -495799.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -496233.968750 Penalty: 827.393188
	Iteration 6F: 3 clusters Score -496234 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -496540.968750 Penalty: 827.393188
	Iteration 7Q: 3 clusters Score -496541 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -496779.781250 Penalty: 827.393188
	Iteration 8Q: 3 clusters Score -496779.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -496962.593750 Penalty: 827.393188
	Iteration 9Q: 3 clusters Score -496962.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -497125.000000 Penalty: 827.393188
	Iteration 10Q: 3 clusters Score -497125 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -497232.437500 Penalty: 827.393188
	Iteration 11Q: 3 clusters Score -497232.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -497303.843750 Penalty: 827.393188
	Iteration 12Q: 3 clusters Score -497303.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -497353.312500 Penalty: 827.393188
	Iteration 13Q: 3 clusters Score -497353.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -497392.812500 Penalty: 827.393188
	Iteration 14Q: 3 clusters Score -497392.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -497417.812500 Penalty: 827.393188
	Iteration 15Q: 3 clusters Score -497417.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -497438.812500 Penalty: 827.393188
	Iteration 16Q: 3 clusters Score -497438.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -497451.125000 Penalty: 827.393188
	Iteration 17Q: 3 clusters Score -497451.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -497466.531250 Penalty: 827.393188
	Iteration 18Q: 3 clusters Score -497466.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -497481.937500 Penalty: 827.393188
	Iteration 19Q: 3 clusters Score -497481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -497491.218750 Penalty: 827.393188
	Iteration 20F: 3 clusters Score -497491.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -497501.000000 Penalty: 827.393188
	Iteration 21Q: 3 clusters Score -497501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -497508.250000 Penalty: 827.393188
	Iteration 22Q: 3 clusters Score -497508.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -497511.218750 Penalty: 827.393188
	Iteration 23Q: 3 clusters Score -497511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -497513.906250 Penalty: 827.393188
	Iteration 24Q: 3 clusters Score -497513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -497514.125000 Penalty: 827.393188
	Iteration 25Q: 3 clusters Score -497514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -497515.156250 Penalty: 827.393188
	Iteration 26Q: 3 clusters Score -497515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -497515.718750 Penalty: 827.393188
	Iteration 27Q: 3 clusters Score -497515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -497515.718750 Penalty: 827.393188
	Iteration 28F: 3 clusters Score -497515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -680724.125000 Penalty: 426.381073
	Iteration 0F: 2 clusters Score -680724.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -672846.875000 Penalty: 852.762146
	Iteration 0F: 3 clusters Score -672846.9 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -676009.875000 Penalty: 852.762146
	Iteration 1F: 3 clusters Score -676009.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -676261.812500 Penalty: 852.762146
	Iteration 2F: 3 clusters Score -676261.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -676570.812500 Penalty: 852.762146
	Iteration 3F: 3 clusters Score -676570.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -676963.500000 Penalty: 852.762146
	Iteration 4F: 3 clusters Score -676963.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -677467.750000 Penalty: 852.762146
	Iteration 5F: 3 clusters Score -677467.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -678026.625000 Penalty: 852.762146
	Iteration 6F: 3 clusters Score -678026.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -678490.312500 Penalty: 852.762146
	Iteration 7F: 3 clusters Score -678490.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -678797.625000 Penalty: 852.762146
	Iteration 8Q: 3 clusters Score -678797.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -678970.062500 Penalty: 852.762146
	Iteration 9Q: 3 clusters Score -678970.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -679067.937500 Penalty: 852.762146
	Iteration 10Q: 3 clusters Score -679067.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -679122.000000 Penalty: 852.762146
	Iteration 11Q: 3 clusters Score -679122 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -679172.062500 Penalty: 852.762146
	Iteration 12Q: 3 clusters Score -679172.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -679217.312500 Penalty: 852.762146
	Iteration 13Q: 3 clusters Score -679217.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -679258.250000 Penalty: 852.762146
	Iteration 14Q: 3 clusters Score -679258.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -679300.812500 Penalty: 852.762146
	Iteration 15Q: 3 clusters Score -679300.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -679342.062500 Penalty: 852.762146
	Iteration 16Q: 3 clusters Score -679342.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -679375.187500 Penalty: 852.762146
	Iteration 17Q: 3 clusters Score -679375.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -679413.625000 Penalty: 852.762146
	Iteration 18Q: 3 clusters Score -679413.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -679453.937500 Penalty: 852.762146
	Iteration 19Q: 3 clusters Score -679453.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -679503.812500 Penalty: 852.762146
	Iteration 20F: 3 clusters Score -679503.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -679564.687500 Penalty: 852.762146
	Iteration 21Q: 3 clusters Score -679564.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -679624.875000 Penalty: 852.762146
	Iteration 22Q: 3 clusters Score -679624.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -679686.375000 Penalty: 852.762146
	Iteration 23Q: 3 clusters Score -679686.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -679752.437500 Penalty: 852.762146
	Iteration 24Q: 3 clusters Score -679752.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -679819.687500 Penalty: 852.762146
	Iteration 25Q: 3 clusters Score -679819.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -679889.625000 Penalty: 852.762146
	Iteration 26Q: 3 clusters Score -679889.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -679962.250000 Penalty: 852.762146
	Iteration 27Q: 3 clusters Score -679962.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -680026.000000 Penalty: 852.762146
	Iteration 28Q: 3 clusters Score -680026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -680076.625000 Penalty: 852.762146
	Iteration 29Q: 3 clusters Score -680076.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -680124.125000 Penalty: 852.762146
	Iteration 30Q: 3 clusters Score -680124.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -680163.250000 Penalty: 852.762146
	Iteration 31Q: 3 clusters Score -680163.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -680192.375000 Penalty: 852.762146
	Iteration 32Q: 3 clusters Score -680192.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -680221.687500 Penalty: 852.762146
	Iteration 33Q: 3 clusters Score -680221.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -680245.437500 Penalty: 852.762146
	Iteration 34Q: 3 clusters Score -680245.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -680263.437500 Penalty: 852.762146
	Iteration 35Q: 3 clusters Score -680263.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -680274.187500 Penalty: 852.762146
	Iteration 36Q: 3 clusters Score -680274.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -680292.562500 Penalty: 852.762146
	Iteration 37Q: 3 clusters Score -680292.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -680304.125000 Penalty: 852.762146
	Iteration 38Q: 3 clusters Score -680304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -680314.812500 Penalty: 852.762146
	Iteration 39Q: 3 clusters Score -680314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -680317.500000 Penalty: 852.762146
	Iteration 40F: 3 clusters Score -680317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -680322.250000 Penalty: 852.762146
	Iteration 41Q: 3 clusters Score -680322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -680325.437500 Penalty: 852.762146
	Iteration 42Q: 3 clusters Score -680325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -680327.000000 Penalty: 852.762146
	Iteration 43Q: 3 clusters Score -680327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -680326.937500 Penalty: 852.762146
	Iteration 44Q: 3 clusters Score -680326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -680327.750000 Penalty: 852.762146
	Iteration 45Q: 3 clusters Score -680327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -680328.812500 Penalty: 852.762146
	Iteration 46Q: 3 clusters Score -680328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -680329.687500 Penalty: 852.762146
	Iteration 47Q: 3 clusters Score -680329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -680329.687500 Penalty: 852.762146
	Iteration 48F: 3 clusters Score -680329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -163811.921875 Penalty: 363.540405
	Iteration 0F: 2 clusters Score -163811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -161796.640625 Penalty: 727.080811
	Iteration 0F: 3 clusters Score -161796.6 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -162622.890625 Penalty: 727.080811
	Iteration 1F: 3 clusters Score -162622.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -162809.781250 Penalty: 727.080811
	Iteration 2F: 3 clusters Score -162809.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -163008.859375 Penalty: 727.080811
	Iteration 3F: 3 clusters Score -163008.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163193.765625 Penalty: 727.080811
	Iteration 4F: 3 clusters Score -163193.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -163292.265625 Penalty: 727.080811
	Iteration 5Q: 3 clusters Score -163292.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -163350.218750 Penalty: 727.080811
	Iteration 6Q: 3 clusters Score -163350.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -163389.375000 Penalty: 727.080811
	Iteration 7Q: 3 clusters Score -163389.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -163421.375000 Penalty: 727.080811
	Iteration 8Q: 3 clusters Score -163421.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -163453.734375 Penalty: 727.080811
	Iteration 9Q: 3 clusters Score -163453.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -163483.734375 Penalty: 727.080811
	Iteration 10Q: 3 clusters Score -163483.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -163511.046875 Penalty: 727.080811
	Iteration 11Q: 3 clusters Score -163511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -163522.671875 Penalty: 727.080811
	Iteration 12Q: 3 clusters Score -163522.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -163527.625000 Penalty: 727.080811
	Iteration 13Q: 3 clusters Score -163527.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -163536.890625 Penalty: 727.080811
	Iteration 14Q: 3 clusters Score -163536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -163545.593750 Penalty: 727.080811
	Iteration 15Q: 3 clusters Score -163545.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -163551.312500 Penalty: 727.080811
	Iteration 16Q: 3 clusters Score -163551.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -163556.390625 Penalty: 727.080811
	Iteration 17Q: 3 clusters Score -163556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -163558.875000 Penalty: 727.080811
	Iteration 18Q: 3 clusters Score -163558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -163562.656250 Penalty: 727.080811
	Iteration 19Q: 3 clusters Score -163562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -163563.437500 Penalty: 727.080811
	Iteration 20F: 3 clusters Score -163563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -78771.992188 Penalty: 333.414032
	Iteration 0F: 2 clusters Score -78771.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -77629.812500 Penalty: 666.828064
	Iteration 0F: 3 clusters Score -77629.81 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -78035.437500 Penalty: 666.828064
	Iteration 1F: 3 clusters Score -78035.44 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -78120.851562 Penalty: 666.828064
	Iteration 2F: 3 clusters Score -78120.85 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78188.687500 Penalty: 666.828064
	Iteration 3F: 3 clusters Score -78188.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78246.796875 Penalty: 666.828064
	Iteration 4F: 3 clusters Score -78246.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78302.789062 Penalty: 666.828064
	Iteration 5F: 3 clusters Score -78302.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78356.054688 Penalty: 666.828064
	Iteration 6Q: 3 clusters Score -78356.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78398.351562 Penalty: 666.828064
	Iteration 7Q: 3 clusters Score -78398.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78421.984375 Penalty: 666.828064
	Iteration 8Q: 3 clusters Score -78421.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78438.281250 Penalty: 666.828064
	Iteration 9Q: 3 clusters Score -78438.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78452.648438 Penalty: 666.828064
	Iteration 10Q: 3 clusters Score -78452.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78465.421875 Penalty: 666.828064
	Iteration 11Q: 3 clusters Score -78465.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78477.125000 Penalty: 666.828064
	Iteration 12Q: 3 clusters Score -78477.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78486.976562 Penalty: 666.828064
	Iteration 13Q: 3 clusters Score -78486.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78497.085938 Penalty: 666.828064
	Iteration 14Q: 3 clusters Score -78497.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78505.320312 Penalty: 666.828064
	Iteration 15Q: 3 clusters Score -78505.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78510.812500 Penalty: 666.828064
	Iteration 16Q: 3 clusters Score -78510.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -78513.187500 Penalty: 666.828064
	Iteration 17Q: 3 clusters Score -78513.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78514.250000 Penalty: 666.828064
	Iteration 18Q: 3 clusters Score -78514.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78515.968750 Penalty: 666.828064
	Iteration 19Q: 3 clusters Score -78515.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78518.968750 Penalty: 666.828064
	Iteration 20F: 3 clusters Score -78518.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78519.843750 Penalty: 666.828064
	Iteration 21Q: 3 clusters Score -78519.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78521.367188 Penalty: 666.828064
	Iteration 22Q: 3 clusters Score -78521.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78522.367188 Penalty: 666.828064
	Iteration 23Q: 3 clusters Score -78522.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78522.789062 Penalty: 666.828064
	Iteration 24Q: 3 clusters Score -78522.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -78523.039062 Penalty: 666.828064
	Iteration 25Q: 3 clusters Score -78523.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -78523.265625 Penalty: 666.828064
	Iteration 26Q: 3 clusters Score -78523.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78524.039062 Penalty: 666.828064
	Iteration 27Q: 3 clusters Score -78524.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -78524.375000 Penalty: 666.828064
	Iteration 28Q: 3 clusters Score -78524.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78524.437500 Penalty: 666.828064
	Iteration 29Q: 3 clusters Score -78524.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78524.437500 Penalty: 666.828064
	Iteration 30F: 3 clusters Score -78524.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Entering Unmasked Estep 
Score: -1120770.125000 Penalty: 448.274811
	Iteration 0F: 2 clusters Score -1120770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1108178.625000 Penalty: 896.549622
	Iteration 0F: 3 clusters Score -1108179 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1113370.625000 Penalty: 896.549622
	Iteration 1F: 3 clusters Score -1113371 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1113573.250000 Penalty: 896.549622
	Iteration 2Q: 3 clusters Score -1113573 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1113879.875000 Penalty: 896.549622
	Iteration 3Q: 3 clusters Score -1113880 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1114339.375000 Penalty: 896.549622
	Iteration 4Q: 3 clusters Score -1114339 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1115014.125000 Penalty: 896.549622
	Iteration 5F: 3 clusters Score -1115014 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1115922.000000 Penalty: 896.549622
	Iteration 6F: 3 clusters Score -1115922 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1116836.500000 Penalty: 896.549622
	Iteration 7F: 3 clusters Score -1116836 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1117457.500000 Penalty: 896.549622
	Iteration 8F: 3 clusters Score -1117458 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1117847.000000 Penalty: 896.549622
	Iteration 9Q: 3 clusters Score -1117847 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1118106.625000 Penalty: 896.549622
	Iteration 10Q: 3 clusters Score -1118107 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1118342.125000 Penalty: 896.549622
	Iteration 11Q: 3 clusters Score -1118342 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1118561.500000 Penalty: 896.549622
	Iteration 12Q: 3 clusters Score -1118562 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1118774.500000 Penalty: 896.549622
	Iteration 13Q: 3 clusters Score -1118774 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1119006.750000 Penalty: 896.549622
	Iteration 14Q: 3 clusters Score -1119007 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1119252.875000 Penalty: 896.549622
	Iteration 15Q: 3 clusters Score -1119253 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1119489.250000 Penalty: 896.549622
	Iteration 16Q: 3 clusters Score -1119489 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1119701.000000 Penalty: 896.549622
	Iteration 17Q: 3 clusters Score -1119701 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1119880.750000 Penalty: 896.549622
	Iteration 18Q: 3 clusters Score -1119881 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1120008.000000 Penalty: 896.549622
	Iteration 19Q: 3 clusters Score -1120008 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1120108.125000 Penalty: 896.549622
	Iteration 20F: 3 clusters Score -1120108 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1120197.250000 Penalty: 896.549622
	Iteration 21Q: 3 clusters Score -1120197 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1120266.250000 Penalty: 896.549622
	Iteration 22Q: 3 clusters Score -1120266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1120332.625000 Penalty: 896.549622
	Iteration 23Q: 3 clusters Score -1120333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1120375.500000 Penalty: 896.549622
	Iteration 24Q: 3 clusters Score -1120376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1120409.250000 Penalty: 896.549622
	Iteration 25Q: 3 clusters Score -1120409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1120426.875000 Penalty: 896.549622
	Iteration 26Q: 3 clusters Score -1120427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1120449.250000 Penalty: 896.549622
	Iteration 27Q: 3 clusters Score -1120449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1120469.625000 Penalty: 896.549622
	Iteration 28Q: 3 clusters Score -1120470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1120485.875000 Penalty: 896.549622
	Iteration 29Q: 3 clusters Score -1120486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1120493.875000 Penalty: 896.549622
	Iteration 30Q: 3 clusters Score -1120494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1120502.500000 Penalty: 896.549622
	Iteration 31Q: 3 clusters Score -1120502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1120507.250000 Penalty: 896.549622
	Iteration 32Q: 3 clusters Score -1120507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1120515.000000 Penalty: 896.549622
	Iteration 33Q: 3 clusters Score -1120515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1120518.750000 Penalty: 896.549622
	Iteration 34Q: 3 clusters Score -1120519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1120522.250000 Penalty: 896.549622
	Iteration 35Q: 3 clusters Score -1120522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1120527.875000 Penalty: 896.549622
	Iteration 36Q: 3 clusters Score -1120528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1120532.750000 Penalty: 896.549622
	Iteration 37Q: 3 clusters Score -1120533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1120534.500000 Penalty: 896.549622
	Iteration 38Q: 3 clusters Score -1120534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1120539.875000 Penalty: 896.549622
	Iteration 39Q: 3 clusters Score -1120540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1120540.250000 Penalty: 896.549622
	Iteration 40F: 3 clusters Score -1120540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1120544.000000 Penalty: 896.549622
	Iteration 41Q: 3 clusters Score -1120544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1120546.125000 Penalty: 896.549622
	Iteration 42Q: 3 clusters Score -1120546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1120550.125000 Penalty: 896.549622
	Iteration 43Q: 3 clusters Score -1120550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1120551.750000 Penalty: 896.549622
	Iteration 44Q: 3 clusters Score -1120552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1120550.750000 Penalty: 896.549622
	Iteration 45Q: 3 clusters Score -1120551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1120549.875000 Penalty: 896.549622
	Iteration 46Q: 3 clusters Score -1120550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1120550.750000 Penalty: 896.549622
	Iteration 47Q: 3 clusters Score -1120551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1120549.625000 Penalty: 896.549622
	Iteration 48Q: 3 clusters Score -1120550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1120550.500000 Penalty: 896.549622
	Iteration 49Q: 3 clusters Score -1120550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1120549.500000 Penalty: 896.549622
	Iteration 50Q: 3 clusters Score -1120550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1120549.375000 Penalty: 896.549622
	Iteration 51Q: 3 clusters Score -1120549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1120551.000000 Penalty: 896.549622
	Iteration 52Q: 3 clusters Score -1120551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1120550.625000 Penalty: 896.549622
	Iteration 53Q: 3 clusters Score -1120551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1120551.000000 Penalty: 896.549622
	Iteration 54Q: 3 clusters Score -1120551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1120553.750000 Penalty: 896.549622
	Iteration 55Q: 3 clusters Score -1120554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1120553.250000 Penalty: 896.549622
	Iteration 56Q: 3 clusters Score -1120553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1120555.000000 Penalty: 896.549622
	Iteration 57Q: 3 clusters Score -1120555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1120554.875000 Penalty: 896.549622
	Iteration 58Q: 3 clusters Score -1120555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1120556.375000 Penalty: 896.549622
	Iteration 59Q: 3 clusters Score -1120556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1120557.375000 Penalty: 896.549622
	Iteration 60F: 3 clusters Score -1120557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1120557.875000 Penalty: 896.549622
	Iteration 61Q: 3 clusters Score -1120558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1120557.875000 Penalty: 896.549622
	Iteration 62F: 3 clusters Score -1120558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -86598.648438 Penalty: 338.366089
	Iteration 0F: 2 clusters Score -86598.65 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 813 members 
Entering Unmasked Estep 
Score: -85363.945312 Penalty: 676.732178
	Iteration 0F: 3 clusters Score -85363.95 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85741.187500 Penalty: 676.732178
	Iteration 1F: 3 clusters Score -85741.19 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -85863.937500 Penalty: 676.732178
	Iteration 2F: 3 clusters Score -85863.94 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85973.687500 Penalty: 676.732178
	Iteration 3F: 3 clusters Score -85973.69 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -86097.960938 Penalty: 676.732178
	Iteration 4F: 3 clusters Score -86097.96 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86204.906250 Penalty: 676.732178
	Iteration 5F: 3 clusters Score -86204.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86284.796875 Penalty: 676.732178
	Iteration 6F: 3 clusters Score -86284.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86335.765625 Penalty: 676.732178
	Iteration 7Q: 3 clusters Score -86335.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86366.304688 Penalty: 676.732178
	Iteration 8Q: 3 clusters Score -86366.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86381.304688 Penalty: 676.732178
	Iteration 9Q: 3 clusters Score -86381.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86394.601562 Penalty: 676.732178
	Iteration 10Q: 3 clusters Score -86394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86417.593750 Penalty: 676.732178
	Iteration 11Q: 3 clusters Score -86417.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86430.906250 Penalty: 676.732178
	Iteration 12Q: 3 clusters Score -86430.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86441.039062 Penalty: 676.732178
	Iteration 13Q: 3 clusters Score -86441.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86450.273438 Penalty: 676.732178
	Iteration 14Q: 3 clusters Score -86450.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86463.640625 Penalty: 676.732178
	Iteration 15Q: 3 clusters Score -86463.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86482.875000 Penalty: 676.732178
	Iteration 16Q: 3 clusters Score -86482.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86501.039062 Penalty: 676.732178
	Iteration 17Q: 3 clusters Score -86501.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86507.835938 Penalty: 676.732178
	Iteration 18Q: 3 clusters Score -86507.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86512.757812 Penalty: 676.732178
	Iteration 19Q: 3 clusters Score -86512.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86518.414062 Penalty: 676.732178
	Iteration 20F: 3 clusters Score -86518.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86525.265625 Penalty: 676.732178
	Iteration 21Q: 3 clusters Score -86525.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86536.382812 Penalty: 676.732178
	Iteration 22Q: 3 clusters Score -86536.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86539.992188 Penalty: 676.732178
	Iteration 23Q: 3 clusters Score -86539.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86542.585938 Penalty: 676.732178
	Iteration 24Q: 3 clusters Score -86542.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86547.023438 Penalty: 676.732178
	Iteration 25Q: 3 clusters Score -86547.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -86550.289062 Penalty: 676.732178
	Iteration 26Q: 3 clusters Score -86550.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86553.539062 Penalty: 676.732178
	Iteration 27Q: 3 clusters Score -86553.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86557.625000 Penalty: 676.732178
	Iteration 28Q: 3 clusters Score -86557.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86559.812500 Penalty: 676.732178
	Iteration 29Q: 3 clusters Score -86559.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86561.609375 Penalty: 676.732178
	Iteration 30Q: 3 clusters Score -86561.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86565.109375 Penalty: 676.732178
	Iteration 31Q: 3 clusters Score -86565.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86568.625000 Penalty: 676.732178
	Iteration 32Q: 3 clusters Score -86568.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86578.031250 Penalty: 676.732178
	Iteration 33Q: 3 clusters Score -86578.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86600.828125 Penalty: 676.732178
	Iteration 34Q: 3 clusters Score -86600.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86646.023438 Penalty: 676.732178
	Iteration 35Q: 3 clusters Score -86646.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86681.757812 Penalty: 676.732178
	Iteration 36Q: 3 clusters Score -86681.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86724.093750 Penalty: 676.732178
	Iteration 37Q: 3 clusters Score -86724.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -86751.914062 Penalty: 676.732178
	Iteration 38Q: 3 clusters Score -86751.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -86766.343750 Penalty: 676.732178
	Iteration 39Q: 3 clusters Score -86766.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -86776.085938 Penalty: 676.732178
	Iteration 40F: 3 clusters Score -86776.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86780.695312 Penalty: 676.732178
	Iteration 41Q: 3 clusters Score -86780.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86784.445312 Penalty: 676.732178
	Iteration 42Q: 3 clusters Score -86784.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -86787.617188 Penalty: 676.732178
	Iteration 43Q: 3 clusters Score -86787.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -86790.914062 Penalty: 676.732178
	Iteration 44Q: 3 clusters Score -86790.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -86793.078125 Penalty: 676.732178
	Iteration 45Q: 3 clusters Score -86793.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -86793.765625 Penalty: 676.732178
	Iteration 46Q: 3 clusters Score -86793.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -86794.914062 Penalty: 676.732178
	Iteration 47Q: 3 clusters Score -86794.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -86797.546875 Penalty: 676.732178
	Iteration 48Q: 3 clusters Score -86797.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -86798.609375 Penalty: 676.732178
	Iteration 49Q: 3 clusters Score -86798.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -86799.070312 Penalty: 676.732178
	Iteration 50Q: 3 clusters Score -86799.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -86799.414062 Penalty: 676.732178
	Iteration 51Q: 3 clusters Score -86799.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -86799.757812 Penalty: 676.732178
	Iteration 52Q: 3 clusters Score -86799.76 nChanged 2
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: -86799.781250 Penalty: 676.732178
	Iteration 53Q: 3 clusters Score -86799.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -86800.062500 Penalty: 676.732178
	Iteration 54Q: 3 clusters Score -86800.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -86800.062500 Penalty: 676.732178
	Iteration 55F: 3 clusters Score -86800.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8886 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 19000 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11485 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 168650 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133684 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 692 members 
Entering Unmasked Estep 
Score: -23048682.000000 Penalty: 15872.815430
Splitting cluster 7 changes total score from -23048954.000000 to -23048682.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -97057.726562 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97057.73 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -97514.992188 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97514.99 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -97606.359375 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97606.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -97686.179688 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97686.18 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -97768.320312 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97768.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -97816.757812 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -97816.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -97856.929688 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -97856.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -97880.117188 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -97880.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -97895.359375 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -97895.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -97905.484375 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -97905.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -97915.992188 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -97915.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -97923.781250 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -97923.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -97929.320312 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -97929.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -97937.210938 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -97937.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -97940.453125 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -97940.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -97946.132812 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -97946.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -97954.437500 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -97954.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -97957.078125 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -97957.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -97958.132812 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -97958.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -97959.484375 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -97959.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -97961.039062 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -97961.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -97962.539062 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -97962.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -97963.898438 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -97963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -97965.125000 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -97965.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -97967.054688 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -97967.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -97970.976562 Penalty: 680.307434
	Iteration 25Q: 3 clusters Score -97970.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -97977.695312 Penalty: 680.307434
	Iteration 26Q: 3 clusters Score -97977.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -97984.015625 Penalty: 680.307434
	Iteration 27Q: 3 clusters Score -97984.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -97986.093750 Penalty: 680.307434
	Iteration 28Q: 3 clusters Score -97986.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -97987.539062 Penalty: 680.307434
	Iteration 29Q: 3 clusters Score -97987.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -97990.226562 Penalty: 680.307434
	Iteration 30Q: 3 clusters Score -97990.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -97992.460938 Penalty: 680.307434
	Iteration 31Q: 3 clusters Score -97992.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -97994.015625 Penalty: 680.307434
	Iteration 32Q: 3 clusters Score -97994.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -97995.796875 Penalty: 680.307434
	Iteration 33Q: 3 clusters Score -97995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -97996.890625 Penalty: 680.307434
	Iteration 34Q: 3 clusters Score -97996.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -97997.171875 Penalty: 680.307434
	Iteration 35Q: 3 clusters Score -97997.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -97997.171875 Penalty: 680.307434
	Iteration 36F: 3 clusters Score -97997.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Entering Unmasked Estep 
Score: -387376.968750 Penalty: 403.358826
	Iteration 0F: 2 clusters Score -387377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -382645.937500 Penalty: 806.717651
	Iteration 0F: 3 clusters Score -382645.9 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -384578.875000 Penalty: 806.717651
	Iteration 1F: 3 clusters Score -384578.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -384848.187500 Penalty: 806.717651
	Iteration 2F: 3 clusters Score -384848.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -385147.687500 Penalty: 806.717651
	Iteration 3F: 3 clusters Score -385147.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -385515.968750 Penalty: 806.717651
	Iteration 4F: 3 clusters Score -385516 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -385900.750000 Penalty: 806.717651
	Iteration 5F: 3 clusters Score -385900.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -386170.281250 Penalty: 806.717651
	Iteration 6F: 3 clusters Score -386170.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -386318.906250 Penalty: 806.717651
	Iteration 7Q: 3 clusters Score -386318.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -386401.593750 Penalty: 806.717651
	Iteration 8Q: 3 clusters Score -386401.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -386457.781250 Penalty: 806.717651
	Iteration 9Q: 3 clusters Score -386457.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -386506.125000 Penalty: 806.717651
	Iteration 10Q: 3 clusters Score -386506.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -386543.031250 Penalty: 806.717651
	Iteration 11Q: 3 clusters Score -386543 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -386570.906250 Penalty: 806.717651
	Iteration 12Q: 3 clusters Score -386570.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -386587.531250 Penalty: 806.717651
	Iteration 13Q: 3 clusters Score -386587.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -386604.812500 Penalty: 806.717651
	Iteration 14Q: 3 clusters Score -386604.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -386618.406250 Penalty: 806.717651
	Iteration 15Q: 3 clusters Score -386618.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -386629.500000 Penalty: 806.717651
	Iteration 16Q: 3 clusters Score -386629.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -386639.187500 Penalty: 806.717651
	Iteration 17Q: 3 clusters Score -386639.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -386649.968750 Penalty: 806.717651
	Iteration 18Q: 3 clusters Score -386650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -386660.218750 Penalty: 806.717651
	Iteration 19Q: 3 clusters Score -386660.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -386671.062500 Penalty: 806.717651
	Iteration 20F: 3 clusters Score -386671.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -386685.812500 Penalty: 806.717651
	Iteration 21Q: 3 clusters Score -386685.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -386696.906250 Penalty: 806.717651
	Iteration 22Q: 3 clusters Score -386696.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -386707.687500 Penalty: 806.717651
	Iteration 23Q: 3 clusters Score -386707.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -386721.906250 Penalty: 806.717651
	Iteration 24Q: 3 clusters Score -386721.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -386728.937500 Penalty: 806.717651
	Iteration 25Q: 3 clusters Score -386728.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -386734.156250 Penalty: 806.717651
	Iteration 26Q: 3 clusters Score -386734.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -386738.500000 Penalty: 806.717651
	Iteration 27Q: 3 clusters Score -386738.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -386744.843750 Penalty: 806.717651
	Iteration 28Q: 3 clusters Score -386744.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -386752.406250 Penalty: 806.717651
	Iteration 29Q: 3 clusters Score -386752.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -386766.218750 Penalty: 806.717651
	Iteration 30Q: 3 clusters Score -386766.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -386777.906250 Penalty: 806.717651
	Iteration 31Q: 3 clusters Score -386777.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -386797.218750 Penalty: 806.717651
	Iteration 32Q: 3 clusters Score -386797.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -386827.937500 Penalty: 806.717651
	Iteration 33Q: 3 clusters Score -386827.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -386873.000000 Penalty: 806.717651
	Iteration 34Q: 3 clusters Score -386873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -386920.531250 Penalty: 806.717651
	Iteration 35Q: 3 clusters Score -386920.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -386960.875000 Penalty: 806.717651
	Iteration 36Q: 3 clusters Score -386960.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -386985.375000 Penalty: 806.717651
	Iteration 37Q: 3 clusters Score -386985.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -386997.843750 Penalty: 806.717651
	Iteration 38Q: 3 clusters Score -386997.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -387004.656250 Penalty: 806.717651
	Iteration 39Q: 3 clusters Score -387004.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -387010.218750 Penalty: 806.717651
	Iteration 40F: 3 clusters Score -387010.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -387015.812500 Penalty: 806.717651
	Iteration 41Q: 3 clusters Score -387015.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -387021.531250 Penalty: 806.717651
	Iteration 42Q: 3 clusters Score -387021.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -387025.875000 Penalty: 806.717651
	Iteration 43Q: 3 clusters Score -387025.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -387029.093750 Penalty: 806.717651
	Iteration 44Q: 3 clusters Score -387029.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -387030.593750 Penalty: 806.717651
	Iteration 45Q: 3 clusters Score -387030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -387031.687500 Penalty: 806.717651
	Iteration 46Q: 3 clusters Score -387031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -387033.656250 Penalty: 806.717651
	Iteration 47Q: 3 clusters Score -387033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -387033.843750 Penalty: 806.717651
	Iteration 48Q: 3 clusters Score -387033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -387035.562500 Penalty: 806.717651
	Iteration 49Q: 3 clusters Score -387035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -387036.187500 Penalty: 806.717651
	Iteration 50Q: 3 clusters Score -387036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -387037.718750 Penalty: 806.717651
	Iteration 51Q: 3 clusters Score -387037.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -387039.000000 Penalty: 806.717651
	Iteration 52Q: 3 clusters Score -387039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -387041.062500 Penalty: 806.717651
	Iteration 53Q: 3 clusters Score -387041.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -387042.312500 Penalty: 806.717651
	Iteration 54Q: 3 clusters Score -387042.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -387043.343750 Penalty: 806.717651
	Iteration 55Q: 3 clusters Score -387043.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -387044.718750 Penalty: 806.717651
	Iteration 56Q: 3 clusters Score -387044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -387045.281250 Penalty: 806.717651
	Iteration 57Q: 3 clusters Score -387045.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -387045.312500 Penalty: 806.717651
	Iteration 58Q: 3 clusters Score -387045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -387045.531250 Penalty: 806.717651
	Iteration 59Q: 3 clusters Score -387045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -387046.656250 Penalty: 806.717651
	Iteration 60F: 3 clusters Score -387046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -387046.468750 Penalty: 806.717651
	Iteration 61Q: 3 clusters Score -387046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -387046.812500 Penalty: 806.717651
	Iteration 62Q: 3 clusters Score -387046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -387046.437500 Penalty: 806.717651
	Iteration 63Q: 3 clusters Score -387046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -387046.093750 Penalty: 806.717651
	Iteration 64Q: 3 clusters Score -387046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -387046.093750 Penalty: 806.717651
	Iteration 65F: 3 clusters Score -387046.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -71958.523438 Penalty: 323.387878
	Iteration 0F: 2 clusters Score -71958.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -71027.773438 Penalty: 646.775757
	Iteration 0F: 3 clusters Score -71027.77 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71352.890625 Penalty: 646.775757
	Iteration 1F: 3 clusters Score -71352.89 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -71522.648438 Penalty: 646.775757
	Iteration 2F: 3 clusters Score -71522.65 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -71692.101562 Penalty: 646.775757
	Iteration 3F: 3 clusters Score -71692.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -71797.390625 Penalty: 646.775757
	Iteration 4F: 3 clusters Score -71797.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -71853.867188 Penalty: 646.775757
	Iteration 5Q: 3 clusters Score -71853.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -71880.867188 Penalty: 646.775757
	Iteration 6Q: 3 clusters Score -71880.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -71887.132812 Penalty: 646.775757
	Iteration 7Q: 3 clusters Score -71887.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -71888.640625 Penalty: 646.775757
	Iteration 8Q: 3 clusters Score -71888.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -71888.640625 Penalty: 646.775757
	Iteration 9F: 3 clusters Score -71888.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Entering Unmasked Estep 
Score: -1401517.500000 Penalty: 460.445770
	Iteration 0F: 2 clusters Score -1401518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1384875.500000 Penalty: 920.891541
	Iteration 0F: 3 clusters Score -1384876 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1392347.750000 Penalty: 920.891541
	Iteration 1F: 3 clusters Score -1392348 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1393299.375000 Penalty: 920.891541
	Iteration 2F: 3 clusters Score -1393299 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1394610.250000 Penalty: 920.891541
	Iteration 3F: 3 clusters Score -1394610 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1396048.625000 Penalty: 920.891541
	Iteration 4F: 3 clusters Score -1396049 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1397095.875000 Penalty: 920.891541
	Iteration 5F: 3 clusters Score -1397096 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1397670.625000 Penalty: 920.891541
	Iteration 6Q: 3 clusters Score -1397671 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1397974.500000 Penalty: 920.891541
	Iteration 7Q: 3 clusters Score -1397974 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1398168.875000 Penalty: 920.891541
	Iteration 8Q: 3 clusters Score -1398169 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1398367.000000 Penalty: 920.891541
	Iteration 9Q: 3 clusters Score -1398367 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -1398558.250000 Penalty: 920.891541
	Iteration 10Q: 3 clusters Score -1398558 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1398757.125000 Penalty: 920.891541
	Iteration 11Q: 3 clusters Score -1398757 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1398975.625000 Penalty: 920.891541
	Iteration 12Q: 3 clusters Score -1398976 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1399199.500000 Penalty: 920.891541
	Iteration 13Q: 3 clusters Score -1399200 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -1399406.875000 Penalty: 920.891541
	Iteration 14Q: 3 clusters Score -1399407 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -1399641.000000 Penalty: 920.891541
	Iteration 15Q: 3 clusters Score -1399641 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -1399897.750000 Penalty: 920.891541
	Iteration 16Q: 3 clusters Score -1399898 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1400091.750000 Penalty: 920.891541
	Iteration 17Q: 3 clusters Score -1400092 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -1400287.500000 Penalty: 920.891541
	Iteration 18Q: 3 clusters Score -1400288 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -1400471.250000 Penalty: 920.891541
	Iteration 19Q: 3 clusters Score -1400471 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -1400629.750000 Penalty: 920.891541
	Iteration 20F: 3 clusters Score -1400630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -1400778.250000 Penalty: 920.891541
	Iteration 21Q: 3 clusters Score -1400778 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -1400889.125000 Penalty: 920.891541
	Iteration 22Q: 3 clusters Score -1400889 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -1400982.875000 Penalty: 920.891541
	Iteration 23Q: 3 clusters Score -1400983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -1401054.625000 Penalty: 920.891541
	Iteration 24Q: 3 clusters Score -1401055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -1401088.625000 Penalty: 920.891541
	Iteration 25Q: 3 clusters Score -1401089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -1401109.375000 Penalty: 920.891541
	Iteration 26Q: 3 clusters Score -1401109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -1401131.000000 Penalty: 920.891541
	Iteration 27Q: 3 clusters Score -1401131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -1401147.625000 Penalty: 920.891541
	Iteration 28Q: 3 clusters Score -1401148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -1401159.500000 Penalty: 920.891541
	Iteration 29Q: 3 clusters Score -1401160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -1401166.750000 Penalty: 920.891541
	Iteration 30Q: 3 clusters Score -1401167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1401171.625000 Penalty: 920.891541
	Iteration 31Q: 3 clusters Score -1401172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -1401176.375000 Penalty: 920.891541
	Iteration 32Q: 3 clusters Score -1401176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -1401181.875000 Penalty: 920.891541
	Iteration 33Q: 3 clusters Score -1401182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -1401184.250000 Penalty: 920.891541
	Iteration 34Q: 3 clusters Score -1401184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -1401185.500000 Penalty: 920.891541
	Iteration 35Q: 3 clusters Score -1401186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -1401186.375000 Penalty: 920.891541
	Iteration 36Q: 3 clusters Score -1401186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -1401188.875000 Penalty: 920.891541
	Iteration 37Q: 3 clusters Score -1401189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -1401190.875000 Penalty: 920.891541
	Iteration 38Q: 3 clusters Score -1401191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -1401194.250000 Penalty: 920.891541
	Iteration 39Q: 3 clusters Score -1401194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -1401196.625000 Penalty: 920.891541
	Iteration 40F: 3 clusters Score -1401197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1401198.625000 Penalty: 920.891541
	Iteration 41Q: 3 clusters Score -1401199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1401200.250000 Penalty: 920.891541
	Iteration 42Q: 3 clusters Score -1401200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -1401201.375000 Penalty: 920.891541
	Iteration 43Q: 3 clusters Score -1401201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1401203.125000 Penalty: 920.891541
	Iteration 44Q: 3 clusters Score -1401203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -1401204.000000 Penalty: 920.891541
	Iteration 45Q: 3 clusters Score -1401204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -1401204.000000 Penalty: 920.891541
	Iteration 46F: 3 clusters Score -1401204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6095.532227 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6095.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5878.143066 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5878.143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5938.620605 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5938.621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5976.085449 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5976.085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6006.563477 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -6006.563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6016.029785 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6016.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6016.029785 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -6016.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Entering Unmasked Estep 
Score: -727612.687500 Penalty: 425.370270
	Iteration 0F: 2 clusters Score -727612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -719940.500000 Penalty: 850.740540
	Iteration 0F: 3 clusters Score -719940.5 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -723093.250000 Penalty: 850.740540
	Iteration 1F: 3 clusters Score -723093.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -723317.625000 Penalty: 850.740540
	Iteration 2Q: 3 clusters Score -723317.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -723554.500000 Penalty: 850.740540
	Iteration 3Q: 3 clusters Score -723554.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -723835.937500 Penalty: 850.740540
	Iteration 4F: 3 clusters Score -723835.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -724220.312500 Penalty: 850.740540
	Iteration 5F: 3 clusters Score -724220.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -724718.625000 Penalty: 850.740540
	Iteration 6F: 3 clusters Score -724718.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -725279.500000 Penalty: 850.740540
	Iteration 7F: 3 clusters Score -725279.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -725661.437500 Penalty: 850.740540
	Iteration 8F: 3 clusters Score -725661.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -725860.187500 Penalty: 850.740540
	Iteration 9Q: 3 clusters Score -725860.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -725965.062500 Penalty: 850.740540
	Iteration 10Q: 3 clusters Score -725965.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -726040.937500 Penalty: 850.740540
	Iteration 11Q: 3 clusters Score -726040.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -726118.125000 Penalty: 850.740540
	Iteration 12Q: 3 clusters Score -726118.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -726189.437500 Penalty: 850.740540
	Iteration 13Q: 3 clusters Score -726189.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -726236.062500 Penalty: 850.740540
	Iteration 14Q: 3 clusters Score -726236.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -726272.812500 Penalty: 850.740540
	Iteration 15Q: 3 clusters Score -726272.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -726322.750000 Penalty: 850.740540
	Iteration 16Q: 3 clusters Score -726322.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -726363.750000 Penalty: 850.740540
	Iteration 17Q: 3 clusters Score -726363.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -726396.125000 Penalty: 850.740540
	Iteration 18Q: 3 clusters Score -726396.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -726424.437500 Penalty: 850.740540
	Iteration 19Q: 3 clusters Score -726424.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -726463.500000 Penalty: 850.740540
	Iteration 20F: 3 clusters Score -726463.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -726501.062500 Penalty: 850.740540
	Iteration 21Q: 3 clusters Score -726501.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -726543.750000 Penalty: 850.740540
	Iteration 22Q: 3 clusters Score -726543.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -726583.375000 Penalty: 850.740540
	Iteration 23Q: 3 clusters Score -726583.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -726625.187500 Penalty: 850.740540
	Iteration 24Q: 3 clusters Score -726625.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -726667.125000 Penalty: 850.740540
	Iteration 25Q: 3 clusters Score -726667.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -726708.500000 Penalty: 850.740540
	Iteration 26Q: 3 clusters Score -726708.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -726743.250000 Penalty: 850.740540
	Iteration 27Q: 3 clusters Score -726743.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -726777.500000 Penalty: 850.740540
	Iteration 28Q: 3 clusters Score -726777.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -726811.812500 Penalty: 850.740540
	Iteration 29Q: 3 clusters Score -726811.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -726843.250000 Penalty: 850.740540
	Iteration 30Q: 3 clusters Score -726843.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -726870.062500 Penalty: 850.740540
	Iteration 31Q: 3 clusters Score -726870.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -726891.000000 Penalty: 850.740540
	Iteration 32Q: 3 clusters Score -726891 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -726910.625000 Penalty: 850.740540
	Iteration 33Q: 3 clusters Score -726910.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -726927.750000 Penalty: 850.740540
	Iteration 34Q: 3 clusters Score -726927.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -726944.875000 Penalty: 850.740540
	Iteration 35Q: 3 clusters Score -726944.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -726964.375000 Penalty: 850.740540
	Iteration 36Q: 3 clusters Score -726964.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -726982.125000 Penalty: 850.740540
	Iteration 37Q: 3 clusters Score -726982.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -726999.562500 Penalty: 850.740540
	Iteration 38Q: 3 clusters Score -726999.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -727013.125000 Penalty: 850.740540
	Iteration 39Q: 3 clusters Score -727013.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -727028.500000 Penalty: 850.740540
	Iteration 40F: 3 clusters Score -727028.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -727048.062500 Penalty: 850.740540
	Iteration 41Q: 3 clusters Score -727048.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -727068.750000 Penalty: 850.740540
	Iteration 42Q: 3 clusters Score -727068.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -727088.625000 Penalty: 850.740540
	Iteration 43Q: 3 clusters Score -727088.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -727105.437500 Penalty: 850.740540
	Iteration 44Q: 3 clusters Score -727105.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -727126.187500 Penalty: 850.740540
	Iteration 45Q: 3 clusters Score -727126.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -727145.562500 Penalty: 850.740540
	Iteration 46Q: 3 clusters Score -727145.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -727164.750000 Penalty: 850.740540
	Iteration 47Q: 3 clusters Score -727164.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -727181.875000 Penalty: 850.740540
	Iteration 48Q: 3 clusters Score -727181.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -727192.375000 Penalty: 850.740540
	Iteration 49Q: 3 clusters Score -727192.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -727202.375000 Penalty: 850.740540
	Iteration 50Q: 3 clusters Score -727202.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -727207.500000 Penalty: 850.740540
	Iteration 51Q: 3 clusters Score -727207.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -727212.437500 Penalty: 850.740540
	Iteration 52Q: 3 clusters Score -727212.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -727219.125000 Penalty: 850.740540
	Iteration 53Q: 3 clusters Score -727219.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -727222.562500 Penalty: 850.740540
	Iteration 54Q: 3 clusters Score -727222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -727226.687500 Penalty: 850.740540
	Iteration 55Q: 3 clusters Score -727226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -727230.062500 Penalty: 850.740540
	Iteration 56Q: 3 clusters Score -727230.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -727231.875000 Penalty: 850.740540
	Iteration 57Q: 3 clusters Score -727231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -727232.062500 Penalty: 850.740540
	Iteration 58Q: 3 clusters Score -727232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -727232.750000 Penalty: 850.740540
	Iteration 59Q: 3 clusters Score -727232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -727235.000000 Penalty: 850.740540
	Iteration 60F: 3 clusters Score -727235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -727236.750000 Penalty: 850.740540
	Iteration 61Q: 3 clusters Score -727236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -727239.562500 Penalty: 850.740540
	Iteration 62Q: 3 clusters Score -727239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -727240.125000 Penalty: 850.740540
	Iteration 63Q: 3 clusters Score -727240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -727242.000000 Penalty: 850.740540
	Iteration 64Q: 3 clusters Score -727242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -727242.375000 Penalty: 850.740540
	Iteration 65Q: 3 clusters Score -727242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -727245.812500 Penalty: 850.740540
	Iteration 66Q: 3 clusters Score -727245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -727246.500000 Penalty: 850.740540
	Iteration 67Q: 3 clusters Score -727246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -727248.937500 Penalty: 850.740540
	Iteration 68Q: 3 clusters Score -727248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -727250.687500 Penalty: 850.740540
	Iteration 69Q: 3 clusters Score -727250.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -727251.312500 Penalty: 850.740540
	Iteration 70Q: 3 clusters Score -727251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -727251.625000 Penalty: 850.740540
	Iteration 71Q: 3 clusters Score -727251.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -727253.187500 Penalty: 850.740540
	Iteration 72Q: 3 clusters Score -727253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -727254.000000 Penalty: 850.740540
	Iteration 73Q: 3 clusters Score -727254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -727254.625000 Penalty: 850.740540
	Iteration 74Q: 3 clusters Score -727254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -727255.750000 Penalty: 850.740540
	Iteration 75Q: 3 clusters Score -727255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -727256.375000 Penalty: 850.740540
	Iteration 76Q: 3 clusters Score -727256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -727256.375000 Penalty: 850.740540
	Iteration 77F: 3 clusters Score -727256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -289691.312500 Penalty: 389.334320
	Iteration 0F: 2 clusters Score -289691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -286198.562500 Penalty: 778.668640
	Iteration 0F: 3 clusters Score -286198.6 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -287567.218750 Penalty: 778.668640
	Iteration 1F: 3 clusters Score -287567.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -287759.875000 Penalty: 778.668640
	Iteration 2F: 3 clusters Score -287759.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -287969.593750 Penalty: 778.668640
	Iteration 3F: 3 clusters Score -287969.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -288225.062500 Penalty: 778.668640
	Iteration 4F: 3 clusters Score -288225.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -288490.000000 Penalty: 778.668640
	Iteration 5F: 3 clusters Score -288490 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -288738.125000 Penalty: 778.668640
	Iteration 6F: 3 clusters Score -288738.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -288923.500000 Penalty: 778.668640
	Iteration 7Q: 3 clusters Score -288923.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -289087.875000 Penalty: 778.668640
	Iteration 8Q: 3 clusters Score -289087.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -289200.906250 Penalty: 778.668640
	Iteration 9Q: 3 clusters Score -289200.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -289275.906250 Penalty: 778.668640
	Iteration 10Q: 3 clusters Score -289275.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -289311.531250 Penalty: 778.668640
	Iteration 11Q: 3 clusters Score -289311.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -289326.906250 Penalty: 778.668640
	Iteration 12Q: 3 clusters Score -289326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -289336.468750 Penalty: 778.668640
	Iteration 13Q: 3 clusters Score -289336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -289343.906250 Penalty: 778.668640
	Iteration 14Q: 3 clusters Score -289343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -289346.968750 Penalty: 778.668640
	Iteration 15Q: 3 clusters Score -289347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -289348.156250 Penalty: 778.668640
	Iteration 16Q: 3 clusters Score -289348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -289351.406250 Penalty: 778.668640
	Iteration 17Q: 3 clusters Score -289351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -289351.656250 Penalty: 778.668640
	Iteration 18Q: 3 clusters Score -289351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -289352.187500 Penalty: 778.668640
	Iteration 19Q: 3 clusters Score -289352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -289352.187500 Penalty: 778.668640
	Iteration 20F: 3 clusters Score -289352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -60882.503906 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60882.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61138.585938 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61138.59 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61201.632812 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61201.63 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61248.671875 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61248.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61287.300781 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61287.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61326.832031 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61326.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61357.957031 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61357.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61390.671875 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61390.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61418.746094 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61418.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61434.851562 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61434.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61449.289062 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61449.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -61457.015625 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61457.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -61462.285156 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61462.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -61466.304688 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61466.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61469.671875 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61469.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -61471.175781 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61471.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -61473.519531 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61473.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61475.980469 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61475.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -61479.941406 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61479.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61482.605469 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61482.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -61485.652344 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61485.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -61488.644531 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61488.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -61491.121094 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61491.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61494.039062 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61494.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -61498.007812 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61498.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -61503.558594 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61503.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -61506.203125 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -61507.929688 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61507.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -61512.449219 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61512.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -61517.242188 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61517.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -61519.117188 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61519.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -61522.195312 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -61522.195312 Penalty: 637.113342
	Iteration 32F: 3 clusters Score -61522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27123.177734 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27123.18 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27227.812500 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27227.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27253.078125 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27253.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27266.546875 Penalty: 564.798401
	Iteration 3Q: 3 clusters Score -27266.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -27280.943359 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27280.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27293.390625 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27293.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27301.580078 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27301.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27307.769531 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27307.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27315.136719 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27315.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -27321.447266 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27321.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27325.015625 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27325.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27328.869141 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27328.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27334.431641 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -27334.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -27340.507812 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -27340.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -27342.417969 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -27342.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27359.099609 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -27359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27371.210938 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -27371.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27376.939453 Penalty: 564.798401
	Iteration 17Q: 3 clusters Score -27376.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27379.515625 Penalty: 564.798401
	Iteration 18Q: 3 clusters Score -27379.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27381.066406 Penalty: 564.798401
	Iteration 19Q: 3 clusters Score -27381.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -27381.789062 Penalty: 564.798401
	Iteration 20F: 3 clusters Score -27381.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -27383.351562 Penalty: 564.798401
	Iteration 21Q: 3 clusters Score -27383.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -27386.490234 Penalty: 564.798401
	Iteration 22Q: 3 clusters Score -27386.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27388.789062 Penalty: 564.798401
	Iteration 23Q: 3 clusters Score -27388.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27390.417969 Penalty: 564.798401
	Iteration 24Q: 3 clusters Score -27390.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27390.677734 Penalty: 564.798401
	Iteration 25Q: 3 clusters Score -27390.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27393.644531 Penalty: 564.798401
	Iteration 26Q: 3 clusters Score -27393.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27396.365234 Penalty: 564.798401
	Iteration 27Q: 3 clusters Score -27396.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27396.878906 Penalty: 564.798401
	Iteration 28Q: 3 clusters Score -27396.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27396.878906 Penalty: 564.798401
	Iteration 29F: 3 clusters Score -27396.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5059.756836 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5059.757 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 65 members 
Entering Unmasked Estep 
Score: -4858.338379 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -4858.338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4879.312988 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -4879.313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4885.905762 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -4885.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4889.898438 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -4889.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4889.898438 Penalty: 426.073944
	Iteration 4F: 3 clusters Score -4889.898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4760.195801 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4760.196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4561.100098 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4585.938477 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4585.938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4604.896973 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4604.897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4619.470215 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4619.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4623.475098 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -4623.475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4627.758789 Penalty: 412.466553
	Iteration 5Q: 3 clusters Score -4627.759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4627.758789 Penalty: 412.466553
	Iteration 6F: 3 clusters Score -4627.759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168650 members 
Entering Unmasked Estep 
Score: -9864179.000000 Penalty: 547.618896
	Iteration 0F: 2 clusters Score -9864179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -9756958.000000 Penalty: 1095.237793
	Iteration 0F: 3 clusters Score -9756958 nChanged 83136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -9814881.000000 Penalty: 1095.237793
	Iteration 1F: 3 clusters Score -9814881 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -9822655.000000 Penalty: 1095.237793
	Iteration 2F: 3 clusters Score -9822655 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -9831932.000000 Penalty: 1095.237793
	Iteration 3F: 3 clusters Score -9831932 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121036 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -9840906.000000 Penalty: 1095.237793
	Iteration 4F: 3 clusters Score -9840906 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126977 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -9847522.000000 Penalty: 1095.237793
	Iteration 5F: 3 clusters Score -9847522 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131712 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -9851295.000000 Penalty: 1095.237793
	Iteration 6Q: 3 clusters Score -9851295 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -9853708.000000 Penalty: 1095.237793
	Iteration 7Q: 3 clusters Score -9853708 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140755 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -9855727.000000 Penalty: 1095.237793
	Iteration 8Q: 3 clusters Score -9855727 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -9857531.000000 Penalty: 1095.237793
	Iteration 9Q: 3 clusters Score -9857531 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149914 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -9859187.000000 Penalty: 1095.237793
	Iteration 10Q: 3 clusters Score -9859187 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154178 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -9860714.000000 Penalty: 1095.237793
	Iteration 11Q: 3 clusters Score -9860714 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157839 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -9861978.000000 Penalty: 1095.237793
	Iteration 12Q: 3 clusters Score -9861978 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -9862779.000000 Penalty: 1095.237793
	Iteration 13Q: 3 clusters Score -9862779 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162861 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -9863362.000000 Penalty: 1095.237793
	Iteration 14Q: 3 clusters Score -9863362 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164528 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -9863626.000000 Penalty: 1095.237793
	Iteration 15Q: 3 clusters Score -9863626 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165725 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9863807.000000 Penalty: 1095.237793
	Iteration 16Q: 3 clusters Score -9863807 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166553 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9863855.000000 Penalty: 1095.237793
	Iteration 17Q: 3 clusters Score -9863855 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167148 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9863892.000000 Penalty: 1095.237793
	Iteration 18Q: 3 clusters Score -9863892 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9863878.000000 Penalty: 1095.237793
	Iteration 19Q: 3 clusters Score -9863878 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167875 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9863869.000000 Penalty: 1095.237793
	Iteration 20F: 3 clusters Score -9863869 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9863944.000000 Penalty: 1095.237793
	Iteration 21Q: 3 clusters Score -9863944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9863924.000000 Penalty: 1095.237793
	Iteration 22Q: 3 clusters Score -9863924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9863932.000000 Penalty: 1095.237793
	Iteration 23Q: 3 clusters Score -9863932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168316 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9863903.000000 Penalty: 1095.237793
	Iteration 24Q: 3 clusters Score -9863903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9863899.000000 Penalty: 1095.237793
	Iteration 25Q: 3 clusters Score -9863899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9863917.000000 Penalty: 1095.237793
	Iteration 26Q: 3 clusters Score -9863917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168397 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9863900.000000 Penalty: 1095.237793
	Iteration 27Q: 3 clusters Score -9863900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168417 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9863877.000000 Penalty: 1095.237793
	Iteration 28Q: 3 clusters Score -9863877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9863864.000000 Penalty: 1095.237793
	Iteration 29Q: 3 clusters Score -9863864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168442 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9863862.000000 Penalty: 1095.237793
	Iteration 30Q: 3 clusters Score -9863862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168456 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9863857.000000 Penalty: 1095.237793
	Iteration 31Q: 3 clusters Score -9863857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9863832.000000 Penalty: 1095.237793
	Iteration 32Q: 3 clusters Score -9863832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168474 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9863834.000000 Penalty: 1095.237793
	Iteration 33Q: 3 clusters Score -9863834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168479 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9863836.000000 Penalty: 1095.237793
	Iteration 34Q: 3 clusters Score -9863836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9863837.000000 Penalty: 1095.237793
	Iteration 35Q: 3 clusters Score -9863837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168488 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9863827.000000 Penalty: 1095.237793
	Iteration 36Q: 3 clusters Score -9863827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168491 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9863826.000000 Penalty: 1095.237793
	Iteration 37Q: 3 clusters Score -9863826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9863819.000000 Penalty: 1095.237793
	Iteration 38Q: 3 clusters Score -9863819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9863831.000000 Penalty: 1095.237793
	Iteration 39Q: 3 clusters Score -9863831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9863831.000000 Penalty: 1095.237793
	Iteration 40F: 3 clusters Score -9863831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9863836.000000 Penalty: 1095.237793
	Iteration 41Q: 3 clusters Score -9863836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9863840.000000 Penalty: 1095.237793
	Iteration 42Q: 3 clusters Score -9863840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9863840.000000 Penalty: 1095.237793
	Iteration 43F: 3 clusters Score -9863840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 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 109 members 
Entering Unmasked Estep 
Score: -9931.227539 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9931.228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10030.481445 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10030.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10055.181641 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10055.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10068.110352 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -10068.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10083.536133 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -10083.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10105.636719 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -10105.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10134.759766 Penalty: 488.728058
	Iteration 6F: 3 clusters Score -10134.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10156.577148 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10156.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10164.727539 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10164.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10168.317383 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10168.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10171.360352 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -10171.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10177.877930 Penalty: 488.728058
	Iteration 11Q: 3 clusters Score -10177.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10185.187500 Penalty: 488.728058
	Iteration 12Q: 3 clusters Score -10185.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10197.970703 Penalty: 488.728058
	Iteration 13Q: 3 clusters Score -10197.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10206.442383 Penalty: 488.728058
	Iteration 14Q: 3 clusters Score -10206.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10211.171875 Penalty: 488.728058
	Iteration 15Q: 3 clusters Score -10211.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10216.529297 Penalty: 488.728058
	Iteration 16Q: 3 clusters Score -10216.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10220.251953 Penalty: 488.728058
	Iteration 17Q: 3 clusters Score -10220.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10227.589844 Penalty: 488.728058
	Iteration 18Q: 3 clusters Score -10227.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10230.683594 Penalty: 488.728058
	Iteration 19Q: 3 clusters Score -10230.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10234.775391 Penalty: 488.728058
	Iteration 20F: 3 clusters Score -10234.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10237.502930 Penalty: 488.728058
	Iteration 21Q: 3 clusters Score -10237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10243.590820 Penalty: 488.728058
	Iteration 22Q: 3 clusters Score -10243.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10243.590820 Penalty: 488.728058
	Iteration 23F: 3 clusters Score -10243.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8886 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 19000 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11485 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 168650 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133684 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 142 members 
Entering Unmasked Estep 
Score: -23048400.000000 Penalty: 15872.815430
Splitting cluster 20 changes total score from -23048954.000000 to -23048400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52938.328125 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52938.33 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53166.417969 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53166.42 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53241.394531 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53241.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53306.339844 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -53306.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53353.191406 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53353.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53382.652344 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53382.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53406.359375 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53406.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53421.390625 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53421.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53431.718750 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53431.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53449.304688 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53457.230469 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53457.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53466.222656 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53466.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53470.714844 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53470.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53472.929688 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53472.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53473.769531 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53473.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53476.132812 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53476.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53476.832031 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53476.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53480.070312 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53480.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53480.628906 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53480.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53482.605469 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53482.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53486.289062 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53486.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53489.371094 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53489.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53491.574219 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53491.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53492.503906 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53493.171875 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53493.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53493.890625 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -53493.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53495.410156 Penalty: 624.606079
	Iteration 26Q: 3 clusters Score -53495.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53497.496094 Penalty: 624.606079
	Iteration 27Q: 3 clusters Score -53497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53498.792969 Penalty: 624.606079
	Iteration 28Q: 3 clusters Score -53498.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53499.640625 Penalty: 624.606079
	Iteration 29Q: 3 clusters Score -53499.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53499.640625 Penalty: 624.606079
	Iteration 30F: 3 clusters Score -53499.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (133684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133684 members 
Entering Unmasked Estep 
Score: -7975017.500000 Penalty: 537.047180
	Iteration 0F: 2 clusters Score -7975018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -7890060.000000 Penalty: 1074.094360
	Iteration 0F: 3 clusters Score -7890060 nChanged 65588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -7932644.500000 Penalty: 1074.094360
	Iteration 1F: 3 clusters Score -7932644 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -7936799.500000 Penalty: 1074.094360
	Iteration 2F: 3 clusters Score -7936800 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -7942641.000000 Penalty: 1074.094360
	Iteration 3F: 3 clusters Score -7942641 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -7950455.000000 Penalty: 1074.094360
	Iteration 4F: 3 clusters Score -7950455 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -7958126.000000 Penalty: 1074.094360
	Iteration 5F: 3 clusters Score -7958126 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -7962364.500000 Penalty: 1074.094360
	Iteration 6F: 3 clusters Score -7962364 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -7963874.500000 Penalty: 1074.094360
	Iteration 7Q: 3 clusters Score -7963874 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -7964434.500000 Penalty: 1074.094360
	Iteration 8Q: 3 clusters Score -7964434 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -7964761.000000 Penalty: 1074.094360
	Iteration 9Q: 3 clusters Score -7964761 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -7964985.500000 Penalty: 1074.094360
	Iteration 10Q: 3 clusters Score -7964986 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -7965227.500000 Penalty: 1074.094360
	Iteration 11Q: 3 clusters Score -7965228 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -7965400.500000 Penalty: 1074.094360
	Iteration 12Q: 3 clusters Score -7965400 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -7965495.500000 Penalty: 1074.094360
	Iteration 13Q: 3 clusters Score -7965496 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -7965716.500000 Penalty: 1074.094360
	Iteration 14Q: 3 clusters Score -7965716 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -7965898.500000 Penalty: 1074.094360
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7966084 nChanged 1249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7966307 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7966559 nChanged 1274
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Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7966792 nChanged 1207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7967017 nChanged 1150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7967217 nChanged 1132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7967458 nChanged 1044
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7967646 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7967867 nChanged 1052
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7968062 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -7968253.500000 Penalty: 1074.094360
	Iteration 26Q: 3 clusters Score -7968254 nChanged 997
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7968416 nChanged 1022
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7968554 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7968686 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7968822 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7969069 nChanged 1347
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7969224 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -7969444.500000 Penalty: 1074.094360
	Iteration 33Q: 3 clusters Score -7969444 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -7969723.500000 Penalty: 1074.094360
	Iteration 34Q: 3 clusters Score -7969724 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7969933 nChanged 1532
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7970106 nChanged 1623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7970374 nChanged 1646
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Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -7970671.500000 Penalty: 1074.094360
	Iteration 38Q: 3 clusters Score -7970672 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7970940 nChanged 1656
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7971254 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7971542 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7971948 nChanged 1832
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7972372 nChanged 1748
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Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7972822 nChanged 1682
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Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 113219 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7973254 nChanged 1649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7973639 nChanged 1580
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7974046 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7974438 nChanged 1443
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7974781 nChanged 1367
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7975228 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 122045 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7975590 nChanged 1193
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Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 123238 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7975925 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7976054 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7976126 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 126335 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7976108 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7976112 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7976084 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 128982 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7976049 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7975960 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7975886 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 130817 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7975768 nChanged 396
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 131213 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7975728 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 131541 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7975654 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 131800 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7975520 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7975466 nChanged 203
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 132222 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7975413 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7975328 nChanged 114
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Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7975298 nChanged 91
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Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 132588 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7975275 nChanged 79
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Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 132667 members 
Entering Unmasked Estep 
Score: -7975226.500000 Penalty: 1074.094360
	Iteration 70Q: 3 clusters Score -7975226 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 132728 members 
Entering Unmasked Estep 
Score: -7975192.000000 Penalty: 1074.094360
	Iteration 71Q: 3 clusters Score -7975192 nChanged 53
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Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 132779 members 
Entering Unmasked Estep 
Score: -7975171.500000 Penalty: 1074.094360
	Iteration 72Q: 3 clusters Score -7975172 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 132822 members 
Entering Unmasked Estep 
Score: -7975160.500000 Penalty: 1074.094360
	Iteration 73Q: 3 clusters Score -7975160 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 132849 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7975156 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 132876 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7975158 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 132897 members 
Entering Unmasked Estep 
Score: -7975147.000000 Penalty: 1074.094360
	Iteration 76Q: 3 clusters Score -7975147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 132916 members 
Entering Unmasked Estep 
Score: -7975130.000000 Penalty: 1074.094360
	Iteration 77Q: 3 clusters Score -7975130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 132935 members 
Entering Unmasked Estep 
Score: -7975121.500000 Penalty: 1074.094360
	Iteration 78Q: 3 clusters Score -7975122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -7975106.500000 Penalty: 1074.094360
	Iteration 79Q: 3 clusters Score -7975106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 132973 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7975094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7975096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -7975087.000000 Penalty: 1074.094360
	Iteration 82Q: 3 clusters Score -7975087 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -7975086.500000 Penalty: 1074.094360
	Iteration 83Q: 3 clusters Score -7975086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 133028 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7975084 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 133040 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7975074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 133049 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7975063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 133058 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7975074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -7975062.500000 Penalty: 1074.094360
	Iteration 88Q: 3 clusters Score -7975062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 133070 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7975067 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7975061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 133077 members 
Entering Unmasked Estep 
Score: -7975072.000000 Penalty: 1074.094360
	Iteration 91Q: 3 clusters Score -7975072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7975069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7975062 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 133094 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7975066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 133096 members 
Entering Unmasked Estep 
Score: -7975064.500000 Penalty: 1074.094360
	Iteration 95Q: 3 clusters Score -7975064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7975066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 133099 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7975065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 133100 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7975064 nChanged 2
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Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7975065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -7975058.000000 Penalty: 1074.094360
	Iteration 100F: 3 clusters Score -7975058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 133107 members 
Entering Unmasked Estep 
Score: -7975061.000000 Penalty: 1074.094360
	Iteration 101Q: 3 clusters Score -7975061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 133110 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7975063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -7975054.000000 Penalty: 1074.094360
	Iteration 103Q: 3 clusters Score -7975054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 133117 members 
Entering Unmasked Estep 
Score: -7975052.500000 Penalty: 1074.094360
	Iteration 104Q: 3 clusters Score -7975052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 133119 members 
Entering Unmasked Estep 
Score: -7975039.000000 Penalty: 1074.094360
	Iteration 105Q: 3 clusters Score -7975039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -7975042.500000 Penalty: 1074.094360
	Iteration 106Q: 3 clusters Score -7975042 nChanged 0
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Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
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	Iteration 107F: 3 clusters Score -7975042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8886 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 19000 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11485 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 168650 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 133118 members 
Entering Unmasked Estep 
Score: -23048728.000000 Penalty: 15872.815430
Splitting cluster 22 changes total score from -23048954.000000 to -23048728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -9518.185547 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -9518.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9254.186523 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -9254.187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9307.982422 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -9307.982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9323.332031 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -9323.332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9327.587891 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -9327.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9327.587891 Penalty: 476.516235
	Iteration 4F: 3 clusters Score -9327.588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -20978.353516 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -20978.35 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 186 members 
Entering Unmasked Estep 
Score: -20549.445312 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -20549.45 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20642.976562 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -20642.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20724.193359 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -20724.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20797.884766 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -20797.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20832.130859 Penalty: 541.033264
	Iteration 4F: 3 clusters Score -20832.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20855.964844 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -20855.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20877.326172 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -20877.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20887.960938 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -20887.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20891.505859 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -20891.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20892.722656 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -20892.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20892.722656 Penalty: 541.033264
	Iteration 10F: 3 clusters Score -20892.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -12428.827148 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -12428.83 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 113 members 
Entering Unmasked Estep 
Score: -12149.955078 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -12149.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12231.752930 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -12231.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12251.703125 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -12251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12262.623047 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -12262.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12271.799805 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -12271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12275.804688 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -12275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12278.761719 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -12278.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12282.763672 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -12282.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12283.603516 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -12283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12283.603516 Penalty: 497.593475
	Iteration 9F: 3 clusters Score -12283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8081.124512 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8081.125 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 79 members 
Entering Unmasked Estep 
Score: -7872.293457 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7872.293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8001.676270 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -8001.676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8041.958984 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -8041.959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8077.506836 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -8077.507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8087.805176 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -8087.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8087.805176 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -8087.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8886 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 19000 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11485 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 168650 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133684 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 119 members 
Mstep: Class 27 contains 57 members 
Entering Unmasked Estep 
Score: -23048366.000000 Penalty: 15872.815430
Splitting cluster 26 changes total score from -23048954.000000 to -23048366.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8886 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 19000 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11485 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 168650 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133684 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048778.000000 Penalty: 15284.933594
Iteration 159Q: 27 clusters Score -2.304878e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8957 members 
Mstep: Class 3 contains 11566 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 1521 members 
Mstep: Class 6 contains 18708 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 24804 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11602 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 168895 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133768 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048788.000000 Penalty: 15284.933594
Iteration 160F: 27 clusters Score -2.304879e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9022 members 
Mstep: Class 3 contains 11363 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 18410 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 24788 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11714 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 169195 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133828 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048826.000000 Penalty: 15284.933594
Iteration 161Q: 27 clusters Score -2.304883e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9087 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11822 members 
Mstep: Class 14 contains 5152 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 169490 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133879 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048772.000000 Penalty: 15284.933594
Iteration 162Q: 27 clusters Score -2.304877e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 11004 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 17792 members 
Mstep: Class 7 contains 1707 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6999 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 24744 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 11947 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 169706 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133974 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048858.000000 Penalty: 15284.933594
Iteration 163Q: 27 clusters Score -2.304886e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9176 members 
Mstep: Class 3 contains 10828 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 17526 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 24726 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12105 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 169947 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 133975 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048850.000000 Penalty: 15284.933594
Iteration 164Q: 27 clusters Score -2.304885e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 10683 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 17302 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6967 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 24709 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170069 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134067 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049008.000000 Penalty: 15284.933594
Iteration 165Q: 27 clusters Score -2.304901e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9226 members 
Mstep: Class 3 contains 10539 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 17077 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 1225 members 
Mstep: Class 11 contains 24696 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12361 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170259 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134104 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049024.000000 Penalty: 15284.933594
Iteration 166Q: 27 clusters Score -2.304902e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 16830 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6947 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 24695 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12469 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170410 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134183 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048980.000000 Penalty: 15284.933594
Iteration 167Q: 27 clusters Score -2.304898e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9308 members 
Mstep: Class 3 contains 10240 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 16575 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 24695 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170601 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134225 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049012.000000 Penalty: 15284.933594
Iteration 168Q: 27 clusters Score -2.304901e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9327 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 16323 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 24690 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12660 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170832 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134272 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048946.000000 Penalty: 15284.933594
Iteration 169Q: 27 clusters Score -2.304895e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9327 members 
Mstep: Class 3 contains 9933 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 16094 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6925 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 24680 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12739 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171084 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134329 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048848.000000 Penalty: 15284.933594
Iteration 170Q: 27 clusters Score -2.304885e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9328 members 
Mstep: Class 3 contains 9781 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 15833 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 24688 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12813 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171345 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134392 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048946.000000 Penalty: 15284.933594
Iteration 171Q: 27 clusters Score -2.304895e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9341 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 15575 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 24697 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12898 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171619 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134458 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23048874.000000 Penalty: 15284.933594
Iteration 172Q: 27 clusters Score -2.304887e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 9451 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 15318 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 10 contains 1248 members 
Mstep: Class 11 contains 24689 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 12994 members 
Mstep: Class 14 contains 5063 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171881 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134500 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 173Q: 27 clusters Score -2.304887e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 3356 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 15050 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6896 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 24683 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13103 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172163 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134514 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 174Q: 27 clusters Score -2.30489e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 9168 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 14798 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 1256 members 
Mstep: Class 11 contains 24688 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13203 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172433 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134517 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 175Q: 27 clusters Score -2.304885e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9382 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 14552 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1257 members 
Mstep: Class 11 contains 24701 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13280 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172710 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134543 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 176Q: 27 clusters Score -2.304887e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9404 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 14309 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 1257 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172952 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134572 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 177Q: 27 clusters Score -2.304894e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9413 members 
Mstep: Class 3 contains 8742 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 14075 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 1259 members 
Mstep: Class 11 contains 24760 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13464 members 
Mstep: Class 14 contains 4930 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173260 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134537 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 178Q: 27 clusters Score -2.304891e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 8599 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 13877 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 24758 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173554 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134496 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 179Q: 27 clusters Score -2.304894e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9412 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 13687 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6850 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 24767 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13656 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173868 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134431 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 27 clusters Score -2.304909e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9390 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 13535 members 
Mstep: Class 7 contains 1682 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 24784 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174136 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134399 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 181Q: 27 clusters Score -2.304914e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9386 members 
Mstep: Class 3 contains 8151 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 13374 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6831 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13836 members 
Mstep: Class 14 contains 4860 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174347 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134385 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Score: -23049136.000000 Penalty: 15284.933594
Iteration 182Q: 27 clusters Score -2.304914e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9397 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 13207 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6824 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174557 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134379 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 183Q: 27 clusters Score -2.304925e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 13038 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6826 members 
Mstep: Class 10 contains 1266 members 
Mstep: Class 11 contains 24808 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 13998 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174778 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134385 members 
Mstep: Class 23 contains 188 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 27 clusters Score -2.304927e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 7771 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 12904 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 1266 members 
Mstep: Class 11 contains 24810 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14062 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174986 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134383 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 185Q: 27 clusters Score -2.304925e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9378 members 
Mstep: Class 3 contains 7671 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 12784 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6818 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 24821 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175172 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134366 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 186Q: 27 clusters Score -2.30493e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9371 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 12690 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 24846 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14203 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175352 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134323 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 187Q: 27 clusters Score -2.304928e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9369 members 
Mstep: Class 3 contains 7474 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6800 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 24863 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175499 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134318 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 188Q: 27 clusters Score -2.304934e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9356 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 12439 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6793 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 24892 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14317 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175711 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134282 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 189Q: 27 clusters Score -2.30493e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9356 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 3641 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 12295 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6798 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 24916 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175887 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134269 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 190Q: 27 clusters Score -2.304937e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9345 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6798 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 24949 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14420 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176043 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134258 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 191Q: 27 clusters Score -2.30495e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 12047 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 24985 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14473 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176185 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134256 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 192Q: 27 clusters Score -2.304953e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9308 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 11929 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 25012 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14532 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176316 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134250 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
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Iteration 193Q: 27 clusters Score -2.304962e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 11838 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 25028 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176440 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134240 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049616.000000 Penalty: 15284.933594
Iteration 194Q: 27 clusters Score -2.304962e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9289 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 25040 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 4504 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176570 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134268 members 
Mstep: Class 23 contains 189 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049614.000000 Penalty: 15284.933594
Iteration 195Q: 27 clusters Score -2.304961e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 6839 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 25067 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 4473 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176627 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134346 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049680.000000 Penalty: 15284.933594
Iteration 196Q: 27 clusters Score -2.304968e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 6779 members 
Mstep: Class 4 contains 3745 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 11484 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 25100 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14727 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176682 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134430 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049650.000000 Penalty: 15284.933594
Iteration 197Q: 27 clusters Score -2.304965e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14770 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176764 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 134477 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23049666.000000 Penalty: 15284.933594
Iteration 198Q: 27 clusters Score -2.304967e+07 nChanged 558
Entering ConstructFrom: 
Score: -23049666.000000 Penalty: 15284.933594
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 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 756 members 
Entering Unmasked Estep 
Score: -84593.203125 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84593.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -84944.703125 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84944.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -84997.304688 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -84997.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -85043.335938 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85043.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85092.523438 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85092.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -85130.445312 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85130.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85154.523438 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85154.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85174.304688 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85174.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85194.312500 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85194.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85221.468750 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85221.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85252.125000 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85252.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85298.023438 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85298.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85340.195312 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85340.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85359.742188 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85359.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85372.132812 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85372.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -85384.851562 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85384.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -85395.000000 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -85406.875000 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85406.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -85412.343750 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85412.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -85417.140625 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85417.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -85421.164062 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85421.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -85426.187500 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85426.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -85429.539062 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85429.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -85430.750000 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85430.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -85430.750000 Penalty: 666.708374
	Iteration 24F: 3 clusters Score -85430.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -518484.093750 Penalty: 415.454315
	Iteration 0F: 2 clusters Score -518484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -512311.968750 Penalty: 830.908630
	Iteration 0F: 3 clusters Score -512312 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -515088.187500 Penalty: 830.908630
	Iteration 1F: 3 clusters Score -515088.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -515457.375000 Penalty: 830.908630
	Iteration 2F: 3 clusters Score -515457.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -515772.125000 Penalty: 830.908630
	Iteration 3F: 3 clusters Score -515772.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -516052.062500 Penalty: 830.908630
	Iteration 4F: 3 clusters Score -516052.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -516286.750000 Penalty: 830.908630
	Iteration 5F: 3 clusters Score -516286.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -516504.406250 Penalty: 830.908630
	Iteration 6Q: 3 clusters Score -516504.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -516719.687500 Penalty: 830.908630
	Iteration 7Q: 3 clusters Score -516719.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -516931.031250 Penalty: 830.908630
	Iteration 8Q: 3 clusters Score -516931 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -517125.531250 Penalty: 830.908630
	Iteration 9Q: 3 clusters Score -517125.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -517299.656250 Penalty: 830.908630
	Iteration 10Q: 3 clusters Score -517299.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -517461.125000 Penalty: 830.908630
	Iteration 11Q: 3 clusters Score -517461.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -517608.687500 Penalty: 830.908630
	Iteration 12Q: 3 clusters Score -517608.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -517750.843750 Penalty: 830.908630
	Iteration 13Q: 3 clusters Score -517750.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -517868.812500 Penalty: 830.908630
	Iteration 14Q: 3 clusters Score -517868.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -517958.281250 Penalty: 830.908630
	Iteration 15Q: 3 clusters Score -517958.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -518023.500000 Penalty: 830.908630
	Iteration 16Q: 3 clusters Score -518023.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -518060.656250 Penalty: 830.908630
	Iteration 17Q: 3 clusters Score -518060.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -518092.656250 Penalty: 830.908630
	Iteration 18Q: 3 clusters Score -518092.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -518107.906250 Penalty: 830.908630
	Iteration 19Q: 3 clusters Score -518107.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -518127.093750 Penalty: 830.908630
	Iteration 20F: 3 clusters Score -518127.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -518144.187500 Penalty: 830.908630
	Iteration 21Q: 3 clusters Score -518144.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -518155.781250 Penalty: 830.908630
	Iteration 22Q: 3 clusters Score -518155.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -518166.187500 Penalty: 830.908630
	Iteration 23Q: 3 clusters Score -518166.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -518170.281250 Penalty: 830.908630
	Iteration 24Q: 3 clusters Score -518170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -518174.125000 Penalty: 830.908630
	Iteration 25Q: 3 clusters Score -518174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -518177.468750 Penalty: 830.908630
	Iteration 26Q: 3 clusters Score -518177.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -518180.937500 Penalty: 830.908630
	Iteration 27Q: 3 clusters Score -518180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -518182.218750 Penalty: 830.908630
	Iteration 28Q: 3 clusters Score -518182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -518185.593750 Penalty: 830.908630
	Iteration 29Q: 3 clusters Score -518185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -518187.218750 Penalty: 830.908630
	Iteration 30Q: 3 clusters Score -518187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -518188.593750 Penalty: 830.908630
	Iteration 31Q: 3 clusters Score -518188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -518193.937500 Penalty: 830.908630
	Iteration 32Q: 3 clusters Score -518193.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -518197.531250 Penalty: 830.908630
	Iteration 33Q: 3 clusters Score -518197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -518200.125000 Penalty: 830.908630
	Iteration 34Q: 3 clusters Score -518200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -518201.718750 Penalty: 830.908630
	Iteration 35Q: 3 clusters Score -518201.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -518202.843750 Penalty: 830.908630
	Iteration 36Q: 3 clusters Score -518202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -518203.937500 Penalty: 830.908630
	Iteration 37Q: 3 clusters Score -518203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -518206.250000 Penalty: 830.908630
	Iteration 38Q: 3 clusters Score -518206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -518208.531250 Penalty: 830.908630
	Iteration 39Q: 3 clusters Score -518208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -518209.218750 Penalty: 830.908630
	Iteration 40F: 3 clusters Score -518209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -518210.093750 Penalty: 830.908630
	Iteration 41Q: 3 clusters Score -518210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -518210.500000 Penalty: 830.908630
	Iteration 42Q: 3 clusters Score -518210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -518210.687500 Penalty: 830.908630
	Iteration 43Q: 3 clusters Score -518210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -518212.437500 Penalty: 830.908630
	Iteration 44Q: 3 clusters Score -518212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -518215.625000 Penalty: 830.908630
	Iteration 45Q: 3 clusters Score -518215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -518217.781250 Penalty: 830.908630
	Iteration 46Q: 3 clusters Score -518217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -518218.593750 Penalty: 830.908630
	Iteration 47Q: 3 clusters Score -518218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -518222.343750 Penalty: 830.908630
	Iteration 48Q: 3 clusters Score -518222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -518225.937500 Penalty: 830.908630
	Iteration 49Q: 3 clusters Score -518225.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -518232.406250 Penalty: 830.908630
	Iteration 50Q: 3 clusters Score -518232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -518236.687500 Penalty: 830.908630
	Iteration 51Q: 3 clusters Score -518236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -518238.687500 Penalty: 830.908630
	Iteration 52Q: 3 clusters Score -518238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -518239.312500 Penalty: 830.908630
	Iteration 53Q: 3 clusters Score -518239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -518240.250000 Penalty: 830.908630
	Iteration 54Q: 3 clusters Score -518240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -518240.906250 Penalty: 830.908630
	Iteration 55Q: 3 clusters Score -518240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -518240.781250 Penalty: 830.908630
	Iteration 56Q: 3 clusters Score -518240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -518241.156250 Penalty: 830.908630
	Iteration 57Q: 3 clusters Score -518241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -518240.875000 Penalty: 830.908630
	Iteration 58Q: 3 clusters Score -518240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -518241.031250 Penalty: 830.908630
	Iteration 59Q: 3 clusters Score -518241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -518241.500000 Penalty: 830.908630
	Iteration 60F: 3 clusters Score -518241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -518241.468750 Penalty: 830.908630
	Iteration 61Q: 3 clusters Score -518241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -518241.468750 Penalty: 830.908630
	Iteration 62F: 3 clusters Score -518241.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Entering Unmasked Estep 
Score: -387583.343750 Penalty: 400.521606
	Iteration 0F: 2 clusters Score -387583.3 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 3242 members 
Entering Unmasked Estep 
Score: -383106.406250 Penalty: 801.043213
	Iteration 0F: 3 clusters Score -383106.4 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -384735.937500 Penalty: 801.043213
	Iteration 1F: 3 clusters Score -384735.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -384895.937500 Penalty: 801.043213
	Iteration 2F: 3 clusters Score -384895.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -385131.000000 Penalty: 801.043213
	Iteration 3F: 3 clusters Score -385131 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -385549.093750 Penalty: 801.043213
	Iteration 4F: 3 clusters Score -385549.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -386153.281250 Penalty: 801.043213
	Iteration 5F: 3 clusters Score -386153.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -386711.062500 Penalty: 801.043213
	Iteration 6F: 3 clusters Score -386711.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -387012.250000 Penalty: 801.043213
	Iteration 7Q: 3 clusters Score -387012.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -387139.937500 Penalty: 801.043213
	Iteration 8Q: 3 clusters Score -387139.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -387196.500000 Penalty: 801.043213
	Iteration 9Q: 3 clusters Score -387196.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -387222.187500 Penalty: 801.043213
	Iteration 10Q: 3 clusters Score -387222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -387236.656250 Penalty: 801.043213
	Iteration 11Q: 3 clusters Score -387236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -387246.968750 Penalty: 801.043213
	Iteration 12Q: 3 clusters Score -387247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -387248.687500 Penalty: 801.043213
	Iteration 13Q: 3 clusters Score -387248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -387251.968750 Penalty: 801.043213
	Iteration 14Q: 3 clusters Score -387252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -387253.125000 Penalty: 801.043213
	Iteration 15Q: 3 clusters Score -387253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -387254.437500 Penalty: 801.043213
	Iteration 16Q: 3 clusters Score -387254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -387256.843750 Penalty: 801.043213
	Iteration 17Q: 3 clusters Score -387256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -387256.843750 Penalty: 801.043213
	Iteration 18F: 3 clusters Score -387256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -210240.609375 Penalty: 374.696869
	Iteration 0F: 2 clusters Score -210240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -207681.140625 Penalty: 749.393738
	Iteration 0F: 3 clusters Score -207681.1 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -208735.015625 Penalty: 749.393738
	Iteration 1F: 3 clusters Score -208735 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -208914.484375 Penalty: 749.393738
	Iteration 2F: 3 clusters Score -208914.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -209106.875000 Penalty: 749.393738
	Iteration 3F: 3 clusters Score -209106.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -209248.765625 Penalty: 749.393738
	Iteration 4F: 3 clusters Score -209248.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -209363.578125 Penalty: 749.393738
	Iteration 5F: 3 clusters Score -209363.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -209452.984375 Penalty: 749.393738
	Iteration 6Q: 3 clusters Score -209453 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -209530.234375 Penalty: 749.393738
	Iteration 7Q: 3 clusters Score -209530.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -209579.281250 Penalty: 749.393738
	Iteration 8Q: 3 clusters Score -209579.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -209620.500000 Penalty: 749.393738
	Iteration 9Q: 3 clusters Score -209620.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -209657.703125 Penalty: 749.393738
	Iteration 10Q: 3 clusters Score -209657.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209683.546875 Penalty: 749.393738
	Iteration 11Q: 3 clusters Score -209683.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -209707.968750 Penalty: 749.393738
	Iteration 12Q: 3 clusters Score -209708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -209725.656250 Penalty: 749.393738
	Iteration 13Q: 3 clusters Score -209725.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -209741.203125 Penalty: 749.393738
	Iteration 14Q: 3 clusters Score -209741.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -209751.218750 Penalty: 749.393738
	Iteration 15Q: 3 clusters Score -209751.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -209757.468750 Penalty: 749.393738
	Iteration 16Q: 3 clusters Score -209757.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -209764.484375 Penalty: 749.393738
	Iteration 17Q: 3 clusters Score -209764.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209769.640625 Penalty: 749.393738
	Iteration 18Q: 3 clusters Score -209769.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -209772.265625 Penalty: 749.393738
	Iteration 19Q: 3 clusters Score -209772.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -209774.421875 Penalty: 749.393738
	Iteration 20F: 3 clusters Score -209774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -209775.703125 Penalty: 749.393738
	Iteration 21Q: 3 clusters Score -209775.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -209777.750000 Penalty: 749.393738
	Iteration 22Q: 3 clusters Score -209777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -209778.656250 Penalty: 749.393738
	Iteration 23Q: 3 clusters Score -209778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -209780.156250 Penalty: 749.393738
	Iteration 24Q: 3 clusters Score -209780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209780.203125 Penalty: 749.393738
	Iteration 25Q: 3 clusters Score -209780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209780.640625 Penalty: 749.393738
	Iteration 26Q: 3 clusters Score -209780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -209780.875000 Penalty: 749.393738
	Iteration 27Q: 3 clusters Score -209780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -209781.359375 Penalty: 749.393738
	Iteration 28Q: 3 clusters Score -209781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -209781.609375 Penalty: 749.393738
	Iteration 29Q: 3 clusters Score -209781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -209781.515625 Penalty: 749.393738
	Iteration 30Q: 3 clusters Score -209781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209781.546875 Penalty: 749.393738
	Iteration 31Q: 3 clusters Score -209781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209781.546875 Penalty: 749.393738
	Iteration 32F: 3 clusters Score -209781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -79470.187500 Penalty: 333.860260
	Iteration 0F: 2 clusters Score -79470.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -78344.179688 Penalty: 667.720520
	Iteration 0F: 3 clusters Score -78344.18 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -78706.828125 Penalty: 667.720520
	Iteration 1F: 3 clusters Score -78706.83 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -78840.476562 Penalty: 667.720520
	Iteration 2F: 3 clusters Score -78840.48 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -78960.445312 Penalty: 667.720520
	Iteration 3F: 3 clusters Score -78960.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -79039.656250 Penalty: 667.720520
	Iteration 4F: 3 clusters Score -79039.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -79099.945312 Penalty: 667.720520
	Iteration 5F: 3 clusters Score -79099.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -79154.343750 Penalty: 667.720520
	Iteration 6Q: 3 clusters Score -79154.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -79190.492188 Penalty: 667.720520
	Iteration 7Q: 3 clusters Score -79190.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79215.664062 Penalty: 667.720520
	Iteration 8Q: 3 clusters Score -79215.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -79228.937500 Penalty: 667.720520
	Iteration 9Q: 3 clusters Score -79228.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -79237.742188 Penalty: 667.720520
	Iteration 10Q: 3 clusters Score -79237.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -79243.726562 Penalty: 667.720520
	Iteration 11Q: 3 clusters Score -79243.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -79246.429688 Penalty: 667.720520
	Iteration 12Q: 3 clusters Score -79246.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -79249.304688 Penalty: 667.720520
	Iteration 13Q: 3 clusters Score -79249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79250.000000 Penalty: 667.720520
	Iteration 14Q: 3 clusters Score -79250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79250.585938 Penalty: 667.720520
	Iteration 15Q: 3 clusters Score -79250.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -79250.570312 Penalty: 667.720520
	Iteration 16Q: 3 clusters Score -79250.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -79250.570312 Penalty: 667.720520
	Iteration 17F: 3 clusters Score -79250.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -666289.000000 Penalty: 424.611237
	Iteration 0F: 2 clusters Score -666289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -658764.750000 Penalty: 849.222473
	Iteration 0F: 3 clusters Score -658764.8 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -661608.812500 Penalty: 849.222473
	Iteration 1F: 3 clusters Score -661608.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -661773.250000 Penalty: 849.222473
	Iteration 2Q: 3 clusters Score -661773.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -661934.625000 Penalty: 849.222473
	Iteration 3Q: 3 clusters Score -661934.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -662105.187500 Penalty: 849.222473
	Iteration 4Q: 3 clusters Score -662105.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -662273.062500 Penalty: 849.222473
	Iteration 5Q: 3 clusters Score -662273.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -662457.250000 Penalty: 849.222473
	Iteration 6Q: 3 clusters Score -662457.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -662708.250000 Penalty: 849.222473
	Iteration 7Q: 3 clusters Score -662708.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -663065.437500 Penalty: 849.222473
	Iteration 8Q: 3 clusters Score -663065.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -663491.875000 Penalty: 849.222473
	Iteration 9F: 3 clusters Score -663491.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -663993.187500 Penalty: 849.222473
	Iteration 10F: 3 clusters Score -663993.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -664357.000000 Penalty: 849.222473
	Iteration 11Q: 3 clusters Score -664357 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -664556.875000 Penalty: 849.222473
	Iteration 12Q: 3 clusters Score -664556.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -664718.687500 Penalty: 849.222473
	Iteration 13Q: 3 clusters Score -664718.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -664863.000000 Penalty: 849.222473
	Iteration 14Q: 3 clusters Score -664863 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -665001.687500 Penalty: 849.222473
	Iteration 15Q: 3 clusters Score -665001.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -665134.937500 Penalty: 849.222473
	Iteration 16Q: 3 clusters Score -665134.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -665232.500000 Penalty: 849.222473
	Iteration 17Q: 3 clusters Score -665232.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -665329.062500 Penalty: 849.222473
	Iteration 18Q: 3 clusters Score -665329.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -665432.312500 Penalty: 849.222473
	Iteration 19Q: 3 clusters Score -665432.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -665543.687500 Penalty: 849.222473
	Iteration 20F: 3 clusters Score -665543.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -665654.375000 Penalty: 849.222473
	Iteration 21Q: 3 clusters Score -665654.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -665739.625000 Penalty: 849.222473
	Iteration 22Q: 3 clusters Score -665739.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -665791.250000 Penalty: 849.222473
	Iteration 23Q: 3 clusters Score -665791.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -665819.750000 Penalty: 849.222473
	Iteration 24Q: 3 clusters Score -665819.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -665838.000000 Penalty: 849.222473
	Iteration 25Q: 3 clusters Score -665838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -665854.937500 Penalty: 849.222473
	Iteration 26Q: 3 clusters Score -665854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -665868.937500 Penalty: 849.222473
	Iteration 27Q: 3 clusters Score -665868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -665877.687500 Penalty: 849.222473
	Iteration 28Q: 3 clusters Score -665877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -665881.062500 Penalty: 849.222473
	Iteration 29Q: 3 clusters Score -665881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -665884.062500 Penalty: 849.222473
	Iteration 30Q: 3 clusters Score -665884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -665887.500000 Penalty: 849.222473
	Iteration 31Q: 3 clusters Score -665887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -665892.500000 Penalty: 849.222473
	Iteration 32Q: 3 clusters Score -665892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -665894.812500 Penalty: 849.222473
	Iteration 33Q: 3 clusters Score -665894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -665897.687500 Penalty: 849.222473
	Iteration 34Q: 3 clusters Score -665897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -665900.625000 Penalty: 849.222473
	Iteration 35Q: 3 clusters Score -665900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -665903.500000 Penalty: 849.222473
	Iteration 36Q: 3 clusters Score -665903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -665906.312500 Penalty: 849.222473
	Iteration 37Q: 3 clusters Score -665906.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -665908.000000 Penalty: 849.222473
	Iteration 38Q: 3 clusters Score -665908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -665913.875000 Penalty: 849.222473
	Iteration 39Q: 3 clusters Score -665913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -665927.562500 Penalty: 849.222473
	Iteration 40F: 3 clusters Score -665927.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -665930.687500 Penalty: 849.222473
	Iteration 41Q: 3 clusters Score -665930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -665932.312500 Penalty: 849.222473
	Iteration 42Q: 3 clusters Score -665932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -665933.375000 Penalty: 849.222473
	Iteration 43Q: 3 clusters Score -665933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -665936.500000 Penalty: 849.222473
	Iteration 44Q: 3 clusters Score -665936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -665936.937500 Penalty: 849.222473
	Iteration 45Q: 3 clusters Score -665936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -665938.125000 Penalty: 849.222473
	Iteration 46Q: 3 clusters Score -665938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -665938.125000 Penalty: 849.222473
	Iteration 47F: 3 clusters Score -665938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -86679.820312 Penalty: 338.392883
	Iteration 0F: 2 clusters Score -86679.82 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 861 members 
Entering Unmasked Estep 
Score: -85428.226562 Penalty: 676.785767
	Iteration 0F: 3 clusters Score -85428.23 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -85972.812500 Penalty: 676.785767
	Iteration 1F: 3 clusters Score -85972.81 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -86127.085938 Penalty: 676.785767
	Iteration 2F: 3 clusters Score -86127.09 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -86245.132812 Penalty: 676.785767
	Iteration 3F: 3 clusters Score -86245.13 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -86331.585938 Penalty: 676.785767
	Iteration 4F: 3 clusters Score -86331.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -86418.625000 Penalty: 676.785767
	Iteration 5Q: 3 clusters Score -86418.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -86478.070312 Penalty: 676.785767
	Iteration 6Q: 3 clusters Score -86478.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -86505.085938 Penalty: 676.785767
	Iteration 7Q: 3 clusters Score -86505.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -86514.679688 Penalty: 676.785767
	Iteration 8Q: 3 clusters Score -86514.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -86520.546875 Penalty: 676.785767
	Iteration 9Q: 3 clusters Score -86520.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -86522.679688 Penalty: 676.785767
	Iteration 10Q: 3 clusters Score -86522.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -86523.210938 Penalty: 676.785767
	Iteration 11Q: 3 clusters Score -86523.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -86523.453125 Penalty: 676.785767
	Iteration 12Q: 3 clusters Score -86523.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -86523.820312 Penalty: 676.785767
	Iteration 13Q: 3 clusters Score -86523.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -86523.921875 Penalty: 676.785767
	Iteration 14Q: 3 clusters Score -86523.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -86523.921875 Penalty: 676.785767
	Iteration 15F: 3 clusters Score -86523.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -97027.148438 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97027.15 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -97471.000000 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97471 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -97610.820312 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97610.82 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -97755.351562 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97755.35 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -97840.679688 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97840.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -97918.117188 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -97918.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -98008.351562 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -98008.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -98048.867188 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -98048.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -98075.375000 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -98075.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -98095.656250 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -98095.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -98107.375000 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -98107.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -98111.937500 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98111.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -98113.250000 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98113.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -98115.218750 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98115.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -98115.476562 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98115.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -98115.476562 Penalty: 680.307434
	Iteration 15F: 3 clusters Score -98115.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -371503.062500 Penalty: 401.482697
	Iteration 0F: 2 clusters Score -371503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -366876.593750 Penalty: 802.965393
	Iteration 0F: 3 clusters Score -366876.6 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -368609.000000 Penalty: 802.965393
	Iteration 1F: 3 clusters Score -368609 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -368779.062500 Penalty: 802.965393
	Iteration 2F: 3 clusters Score -368779.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -368920.937500 Penalty: 802.965393
	Iteration 3F: 3 clusters Score -368920.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -369042.281250 Penalty: 802.965393
	Iteration 4Q: 3 clusters Score -369042.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -369191.062500 Penalty: 802.965393
	Iteration 5Q: 3 clusters Score -369191.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -369369.687500 Penalty: 802.965393
	Iteration 6Q: 3 clusters Score -369369.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -369589.656250 Penalty: 802.965393
	Iteration 7Q: 3 clusters Score -369589.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -369883.375000 Penalty: 802.965393
	Iteration 8F: 3 clusters Score -369883.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -370201.687500 Penalty: 802.965393
	Iteration 9F: 3 clusters Score -370201.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -370469.500000 Penalty: 802.965393
	Iteration 10Q: 3 clusters Score -370469.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -370649.000000 Penalty: 802.965393
	Iteration 11Q: 3 clusters Score -370649 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -370796.406250 Penalty: 802.965393
	Iteration 12Q: 3 clusters Score -370796.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -370935.218750 Penalty: 802.965393
	Iteration 13Q: 3 clusters Score -370935.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -371041.656250 Penalty: 802.965393
	Iteration 14Q: 3 clusters Score -371041.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -371132.187500 Penalty: 802.965393
	Iteration 15Q: 3 clusters Score -371132.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -371200.500000 Penalty: 802.965393
	Iteration 16Q: 3 clusters Score -371200.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -371228.156250 Penalty: 802.965393
	Iteration 17Q: 3 clusters Score -371228.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -371240.156250 Penalty: 802.965393
	Iteration 18Q: 3 clusters Score -371240.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -371250.875000 Penalty: 802.965393
	Iteration 19Q: 3 clusters Score -371250.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -371259.593750 Penalty: 802.965393
	Iteration 20F: 3 clusters Score -371259.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -371269.875000 Penalty: 802.965393
	Iteration 21Q: 3 clusters Score -371269.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -371278.125000 Penalty: 802.965393
	Iteration 22Q: 3 clusters Score -371278.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -371284.687500 Penalty: 802.965393
	Iteration 23Q: 3 clusters Score -371284.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -371287.437500 Penalty: 802.965393
	Iteration 24Q: 3 clusters Score -371287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -371290.125000 Penalty: 802.965393
	Iteration 25Q: 3 clusters Score -371290.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -371290.718750 Penalty: 802.965393
	Iteration 26Q: 3 clusters Score -371290.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -371291.843750 Penalty: 802.965393
	Iteration 27Q: 3 clusters Score -371291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -371292.906250 Penalty: 802.965393
	Iteration 28Q: 3 clusters Score -371292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -371293.375000 Penalty: 802.965393
	Iteration 29Q: 3 clusters Score -371293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -371293.375000 Penalty: 802.965393
	Iteration 30Q: 3 clusters Score -371293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -371293.687500 Penalty: 802.965393
	Iteration 31Q: 3 clusters Score -371293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -371293.843750 Penalty: 802.965393
	Iteration 32Q: 3 clusters Score -371293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -371294.156250 Penalty: 802.965393
	Iteration 33Q: 3 clusters Score -371294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -371294.187500 Penalty: 802.965393
	Iteration 34Q: 3 clusters Score -371294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -371294.187500 Penalty: 802.965393
	Iteration 35F: 3 clusters Score -371294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -75863.015625 Penalty: 325.712402
	Iteration 0F: 2 clusters Score -75863.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -74876.812500 Penalty: 651.424805
	Iteration 0F: 3 clusters Score -74876.81 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -75216.710938 Penalty: 651.424805
	Iteration 1F: 3 clusters Score -75216.71 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -75358.570312 Penalty: 651.424805
	Iteration 2F: 3 clusters Score -75358.57 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -75541.570312 Penalty: 651.424805
	Iteration 3F: 3 clusters Score -75541.57 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75662.570312 Penalty: 651.424805
	Iteration 4F: 3 clusters Score -75662.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -75725.828125 Penalty: 651.424805
	Iteration 5Q: 3 clusters Score -75725.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75752.703125 Penalty: 651.424805
	Iteration 6Q: 3 clusters Score -75752.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75769.773438 Penalty: 651.424805
	Iteration 7Q: 3 clusters Score -75769.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75780.648438 Penalty: 651.424805
	Iteration 8Q: 3 clusters Score -75780.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75785.953125 Penalty: 651.424805
	Iteration 9Q: 3 clusters Score -75785.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75788.656250 Penalty: 651.424805
	Iteration 10Q: 3 clusters Score -75788.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75790.882812 Penalty: 651.424805
	Iteration 11Q: 3 clusters Score -75790.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75793.742188 Penalty: 651.424805
	Iteration 12Q: 3 clusters Score -75793.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75794.507812 Penalty: 651.424805
	Iteration 13Q: 3 clusters Score -75794.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75794.648438 Penalty: 651.424805
	Iteration 14Q: 3 clusters Score -75794.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75795.117188 Penalty: 651.424805
	Iteration 15Q: 3 clusters Score -75795.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75795.335938 Penalty: 651.424805
	Iteration 16Q: 3 clusters Score -75795.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75795.335938 Penalty: 651.424805
	Iteration 17F: 3 clusters Score -75795.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Entering Unmasked Estep 
Score: -1417513.500000 Penalty: 461.089966
	Iteration 0F: 2 clusters Score -1417514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1400744.125000 Penalty: 922.179932
	Iteration 0F: 3 clusters Score -1400744 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1408019.750000 Penalty: 922.179932
	Iteration 1F: 3 clusters Score -1408020 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1408473.375000 Penalty: 922.179932
	Iteration 2Q: 3 clusters Score -1408473 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1409081.250000 Penalty: 922.179932
	Iteration 3Q: 3 clusters Score -1409081 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1409879.250000 Penalty: 922.179932
	Iteration 4F: 3 clusters Score -1409879 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1411018.875000 Penalty: 922.179932
	Iteration 5F: 3 clusters Score -1411019 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1412073.000000 Penalty: 922.179932
	Iteration 6F: 3 clusters Score -1412073 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1412695.000000 Penalty: 922.179932
	Iteration 7F: 3 clusters Score -1412695 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1412913.250000 Penalty: 922.179932
	Iteration 8Q: 3 clusters Score -1412913 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1412982.750000 Penalty: 922.179932
	Iteration 9Q: 3 clusters Score -1412983 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1413018.000000 Penalty: 922.179932
	Iteration 10Q: 3 clusters Score -1413018 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1413044.000000 Penalty: 922.179932
	Iteration 11Q: 3 clusters Score -1413044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1413062.625000 Penalty: 922.179932
	Iteration 12Q: 3 clusters Score -1413063 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1413080.500000 Penalty: 922.179932
	Iteration 13Q: 3 clusters Score -1413080 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1413104.875000 Penalty: 922.179932
	Iteration 14Q: 3 clusters Score -1413105 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1413135.750000 Penalty: 922.179932
	Iteration 15Q: 3 clusters Score -1413136 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1413166.750000 Penalty: 922.179932
	Iteration 16Q: 3 clusters Score -1413167 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1413195.875000 Penalty: 922.179932
	Iteration 17Q: 3 clusters Score -1413196 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1413212.625000 Penalty: 922.179932
	Iteration 18Q: 3 clusters Score -1413213 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1413233.125000 Penalty: 922.179932
	Iteration 19Q: 3 clusters Score -1413233 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1413250.125000 Penalty: 922.179932
	Iteration 20F: 3 clusters Score -1413250 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1413268.625000 Penalty: 922.179932
	Iteration 21Q: 3 clusters Score -1413269 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1413285.250000 Penalty: 922.179932
	Iteration 22Q: 3 clusters Score -1413285 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1413297.250000 Penalty: 922.179932
	Iteration 23Q: 3 clusters Score -1413297 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1413311.500000 Penalty: 922.179932
	Iteration 24Q: 3 clusters Score -1413312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1413324.750000 Penalty: 922.179932
	Iteration 25Q: 3 clusters Score -1413325 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1413331.750000 Penalty: 922.179932
	Iteration 26Q: 3 clusters Score -1413332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1413344.500000 Penalty: 922.179932
	Iteration 27Q: 3 clusters Score -1413344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1413349.750000 Penalty: 922.179932
	Iteration 28Q: 3 clusters Score -1413350 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1413358.625000 Penalty: 922.179932
	Iteration 29Q: 3 clusters Score -1413359 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1413370.375000 Penalty: 922.179932
	Iteration 30Q: 3 clusters Score -1413370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1413383.750000 Penalty: 922.179932
	Iteration 31Q: 3 clusters Score -1413384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1413389.000000 Penalty: 922.179932
	Iteration 32Q: 3 clusters Score -1413389 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1413393.375000 Penalty: 922.179932
	Iteration 33Q: 3 clusters Score -1413393 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1413403.125000 Penalty: 922.179932
	Iteration 34Q: 3 clusters Score -1413403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1413413.375000 Penalty: 922.179932
	Iteration 35Q: 3 clusters Score -1413413 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1413419.500000 Penalty: 922.179932
	Iteration 36Q: 3 clusters Score -1413420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1413426.875000 Penalty: 922.179932
	Iteration 37Q: 3 clusters Score -1413427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1413428.875000 Penalty: 922.179932
	Iteration 38Q: 3 clusters Score -1413429 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1413433.000000 Penalty: 922.179932
	Iteration 39Q: 3 clusters Score -1413433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1413439.000000 Penalty: 922.179932
	Iteration 40F: 3 clusters Score -1413439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1413441.250000 Penalty: 922.179932
	Iteration 41Q: 3 clusters Score -1413441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1413447.500000 Penalty: 922.179932
	Iteration 42Q: 3 clusters Score -1413448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1413453.750000 Penalty: 922.179932
	Iteration 43Q: 3 clusters Score -1413454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1413456.875000 Penalty: 922.179932
	Iteration 44Q: 3 clusters Score -1413457 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1413459.875000 Penalty: 922.179932
	Iteration 45Q: 3 clusters Score -1413460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1413464.625000 Penalty: 922.179932
	Iteration 46Q: 3 clusters Score -1413465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1413466.375000 Penalty: 922.179932
	Iteration 47Q: 3 clusters Score -1413466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1413473.750000 Penalty: 922.179932
	Iteration 48Q: 3 clusters Score -1413474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1413479.125000 Penalty: 922.179932
	Iteration 49Q: 3 clusters Score -1413479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1413483.750000 Penalty: 922.179932
	Iteration 50Q: 3 clusters Score -1413484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1413488.875000 Penalty: 922.179932
	Iteration 51Q: 3 clusters Score -1413489 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1413495.625000 Penalty: 922.179932
	Iteration 52Q: 3 clusters Score -1413496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1413504.750000 Penalty: 922.179932
	Iteration 53Q: 3 clusters Score -1413505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1413512.750000 Penalty: 922.179932
	Iteration 54Q: 3 clusters Score -1413513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1413520.625000 Penalty: 922.179932
	Iteration 55Q: 3 clusters Score -1413521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1413522.250000 Penalty: 922.179932
	Iteration 56Q: 3 clusters Score -1413522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1413531.000000 Penalty: 922.179932
	Iteration 57Q: 3 clusters Score -1413531 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1413542.875000 Penalty: 922.179932
	Iteration 58Q: 3 clusters Score -1413543 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1413561.500000 Penalty: 922.179932
	Iteration 59Q: 3 clusters Score -1413562 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1413579.375000 Penalty: 922.179932
	Iteration 60F: 3 clusters Score -1413579 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1413605.875000 Penalty: 922.179932
	Iteration 61Q: 3 clusters Score -1413606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1413628.125000 Penalty: 922.179932
	Iteration 62Q: 3 clusters Score -1413628 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1413649.125000 Penalty: 922.179932
	Iteration 63Q: 3 clusters Score -1413649 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1413674.375000 Penalty: 922.179932
	Iteration 64Q: 3 clusters Score -1413674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1413714.375000 Penalty: 922.179932
	Iteration 65Q: 3 clusters Score -1413714 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1413760.750000 Penalty: 922.179932
	Iteration 66Q: 3 clusters Score -1413761 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1413813.375000 Penalty: 922.179932
	Iteration 67Q: 3 clusters Score -1413813 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1413867.875000 Penalty: 922.179932
	Iteration 68Q: 3 clusters Score -1413868 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1413944.375000 Penalty: 922.179932
	Iteration 69Q: 3 clusters Score -1413944 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1414042.750000 Penalty: 922.179932
	Iteration 70Q: 3 clusters Score -1414043 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1414160.375000 Penalty: 922.179932
	Iteration 71Q: 3 clusters Score -1414160 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -1414293.125000 Penalty: 922.179932
	Iteration 72Q: 3 clusters Score -1414293 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1414451.750000 Penalty: 922.179932
	Iteration 73Q: 3 clusters Score -1414452 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1414645.875000 Penalty: 922.179932
	Iteration 74Q: 3 clusters Score -1414646 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -1414874.875000 Penalty: 922.179932
	Iteration 75Q: 3 clusters Score -1414875 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -1415119.875000 Penalty: 922.179932
	Iteration 76Q: 3 clusters Score -1415120 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1415416.000000 Penalty: 922.179932
	Iteration 77Q: 3 clusters Score -1415416 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -1415739.625000 Penalty: 922.179932
	Iteration 78Q: 3 clusters Score -1415740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1416057.125000 Penalty: 922.179932
	Iteration 79Q: 3 clusters Score -1416057 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1416341.000000 Penalty: 922.179932
	Iteration 80F: 3 clusters Score -1416341 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -1416571.375000 Penalty: 922.179932
	Iteration 81Q: 3 clusters Score -1416571 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -1416739.625000 Penalty: 922.179932
	Iteration 82Q: 3 clusters Score -1416740 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -1416867.000000 Penalty: 922.179932
	Iteration 83Q: 3 clusters Score -1416867 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -1416971.250000 Penalty: 922.179932
	Iteration 84Q: 3 clusters Score -1416971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -1417045.125000 Penalty: 922.179932
	Iteration 85Q: 3 clusters Score -1417045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -1417094.500000 Penalty: 922.179932
	Iteration 86Q: 3 clusters Score -1417094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -1417129.750000 Penalty: 922.179932
	Iteration 87Q: 3 clusters Score -1417130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -1417153.375000 Penalty: 922.179932
	Iteration 88Q: 3 clusters Score -1417153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -1417162.000000 Penalty: 922.179932
	Iteration 89Q: 3 clusters Score -1417162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -1417174.875000 Penalty: 922.179932
	Iteration 90Q: 3 clusters Score -1417175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -1417187.625000 Penalty: 922.179932
	Iteration 91Q: 3 clusters Score -1417188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -1417197.000000 Penalty: 922.179932
	Iteration 92Q: 3 clusters Score -1417197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -1417202.500000 Penalty: 922.179932
	Iteration 93Q: 3 clusters Score -1417202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -1417202.625000 Penalty: 922.179932
	Iteration 94Q: 3 clusters Score -1417203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -1417203.250000 Penalty: 922.179932
	Iteration 95Q: 3 clusters Score -1417203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -1417207.375000 Penalty: 922.179932
	Iteration 96Q: 3 clusters Score -1417207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -1417214.625000 Penalty: 922.179932
	Iteration 97Q: 3 clusters Score -1417215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -1417219.500000 Penalty: 922.179932
	Iteration 98Q: 3 clusters Score -1417220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -1417221.000000 Penalty: 922.179932
	Iteration 99Q: 3 clusters Score -1417221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -1417228.125000 Penalty: 922.179932
	Iteration 100F: 3 clusters Score -1417228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -1417234.125000 Penalty: 922.179932
	Iteration 101Q: 3 clusters Score -1417234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -1417236.875000 Penalty: 922.179932
	Iteration 102Q: 3 clusters Score -1417237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -1417238.750000 Penalty: 922.179932
	Iteration 103Q: 3 clusters Score -1417239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -1417236.875000 Penalty: 922.179932
	Iteration 104Q: 3 clusters Score -1417237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -1417238.000000 Penalty: 922.179932
	Iteration 105Q: 3 clusters Score -1417238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -1417239.500000 Penalty: 922.179932
	Iteration 106Q: 3 clusters Score -1417240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -1417241.125000 Penalty: 922.179932
	Iteration 107Q: 3 clusters Score -1417241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -1417241.125000 Penalty: 922.179932
	Iteration 108Q: 3 clusters Score -1417241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -1417241.875000 Penalty: 922.179932
	Iteration 109Q: 3 clusters Score -1417242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -1417241.875000 Penalty: 922.179932
	Iteration 110F: 3 clusters Score -1417242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6095.532227 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6095.532 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 71 members 
Entering Unmasked Estep 
Score: -5881.800781 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5881.801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5922.729492 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5922.729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5952.687012 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -5952.687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5964.458496 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -5964.458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5970.854492 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5970.854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5983.788574 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5983.789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5987.862305 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -5987.862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5990.576660 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -5990.577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5990.576660 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -5990.577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Entering Unmasked Estep 
Score: -934526.750000 Penalty: 436.902252
	Iteration 0F: 2 clusters Score -934526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -924609.812500 Penalty: 873.804504
	Iteration 0F: 3 clusters Score -924609.8 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -928594.062500 Penalty: 873.804504
	Iteration 1F: 3 clusters Score -928594.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -928825.312500 Penalty: 873.804504
	Iteration 2Q: 3 clusters Score -928825.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -929116.562500 Penalty: 873.804504
	Iteration 3Q: 3 clusters Score -929116.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -929483.375000 Penalty: 873.804504
	Iteration 4Q: 3 clusters Score -929483.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -930009.812500 Penalty: 873.804504
	Iteration 5F: 3 clusters Score -930009.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -930655.187500 Penalty: 873.804504
	Iteration 6F: 3 clusters Score -930655.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -931330.562500 Penalty: 873.804504
	Iteration 7F: 3 clusters Score -931330.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -931965.937500 Penalty: 873.804504
	Iteration 8F: 3 clusters Score -931965.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -932486.812500 Penalty: 873.804504
	Iteration 9Q: 3 clusters Score -932486.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -932863.437500 Penalty: 873.804504
	Iteration 10Q: 3 clusters Score -932863.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -933126.500000 Penalty: 873.804504
	Iteration 11Q: 3 clusters Score -933126.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -933316.750000 Penalty: 873.804504
	Iteration 12Q: 3 clusters Score -933316.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -933481.375000 Penalty: 873.804504
	Iteration 13Q: 3 clusters Score -933481.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -933603.625000 Penalty: 873.804504
	Iteration 14Q: 3 clusters Score -933603.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -933713.312500 Penalty: 873.804504
	Iteration 15Q: 3 clusters Score -933713.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -933788.562500 Penalty: 873.804504
	Iteration 16Q: 3 clusters Score -933788.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -933842.125000 Penalty: 873.804504
	Iteration 17Q: 3 clusters Score -933842.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -933895.562500 Penalty: 873.804504
	Iteration 18Q: 3 clusters Score -933895.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -933951.187500 Penalty: 873.804504
	Iteration 19Q: 3 clusters Score -933951.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -934001.250000 Penalty: 873.804504
	Iteration 20F: 3 clusters Score -934001.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -934030.062500 Penalty: 873.804504
	Iteration 21Q: 3 clusters Score -934030.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -934060.562500 Penalty: 873.804504
	Iteration 22Q: 3 clusters Score -934060.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -934079.750000 Penalty: 873.804504
	Iteration 23Q: 3 clusters Score -934079.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -934093.437500 Penalty: 873.804504
	Iteration 24Q: 3 clusters Score -934093.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -934102.562500 Penalty: 873.804504
	Iteration 25Q: 3 clusters Score -934102.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -934107.875000 Penalty: 873.804504
	Iteration 26Q: 3 clusters Score -934107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -934115.187500 Penalty: 873.804504
	Iteration 27Q: 3 clusters Score -934115.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -934124.250000 Penalty: 873.804504
	Iteration 28Q: 3 clusters Score -934124.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -934130.562500 Penalty: 873.804504
	Iteration 29Q: 3 clusters Score -934130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -934137.187500 Penalty: 873.804504
	Iteration 30Q: 3 clusters Score -934137.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -934143.500000 Penalty: 873.804504
	Iteration 31Q: 3 clusters Score -934143.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -934149.812500 Penalty: 873.804504
	Iteration 32Q: 3 clusters Score -934149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -934153.500000 Penalty: 873.804504
	Iteration 33Q: 3 clusters Score -934153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -934155.625000 Penalty: 873.804504
	Iteration 34Q: 3 clusters Score -934155.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -934157.375000 Penalty: 873.804504
	Iteration 35Q: 3 clusters Score -934157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -934158.312500 Penalty: 873.804504
	Iteration 36Q: 3 clusters Score -934158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -934159.375000 Penalty: 873.804504
	Iteration 37Q: 3 clusters Score -934159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -934160.125000 Penalty: 873.804504
	Iteration 38Q: 3 clusters Score -934160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -934161.187500 Penalty: 873.804504
	Iteration 39Q: 3 clusters Score -934161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -934161.125000 Penalty: 873.804504
	Iteration 40F: 3 clusters Score -934161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -242673.843750 Penalty: 381.206360
	Iteration 0F: 2 clusters Score -242673.8 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 2176 members 
Entering Unmasked Estep 
Score: -239721.859375 Penalty: 762.412720
	Iteration 0F: 3 clusters Score -239721.9 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -240844.968750 Penalty: 762.412720
	Iteration 1F: 3 clusters Score -240845 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -241083.406250 Penalty: 762.412720
	Iteration 2F: 3 clusters Score -241083.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -241358.578125 Penalty: 762.412720
	Iteration 3F: 3 clusters Score -241358.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -241628.687500 Penalty: 762.412720
	Iteration 4F: 3 clusters Score -241628.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -241860.093750 Penalty: 762.412720
	Iteration 5F: 3 clusters Score -241860.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242033.125000 Penalty: 762.412720
	Iteration 6Q: 3 clusters Score -242033.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242137.031250 Penalty: 762.412720
	Iteration 7Q: 3 clusters Score -242137 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242183.984375 Penalty: 762.412720
	Iteration 8Q: 3 clusters Score -242184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242209.140625 Penalty: 762.412720
	Iteration 9Q: 3 clusters Score -242209.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242233.515625 Penalty: 762.412720
	Iteration 10Q: 3 clusters Score -242233.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242262.265625 Penalty: 762.412720
	Iteration 11Q: 3 clusters Score -242262.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -242282.578125 Penalty: 762.412720
	Iteration 12Q: 3 clusters Score -242282.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -242298.218750 Penalty: 762.412720
	Iteration 13Q: 3 clusters Score -242298.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -242315.812500 Penalty: 762.412720
	Iteration 14Q: 3 clusters Score -242315.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -242339.078125 Penalty: 762.412720
	Iteration 15Q: 3 clusters Score -242339.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -242360.343750 Penalty: 762.412720
	Iteration 16Q: 3 clusters Score -242360.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -242375.312500 Penalty: 762.412720
	Iteration 17Q: 3 clusters Score -242375.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -242387.593750 Penalty: 762.412720
	Iteration 18Q: 3 clusters Score -242387.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -242397.687500 Penalty: 762.412720
	Iteration 19Q: 3 clusters Score -242397.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -242405.906250 Penalty: 762.412720
	Iteration 20F: 3 clusters Score -242405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -242408.406250 Penalty: 762.412720
	Iteration 21Q: 3 clusters Score -242408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -242410.640625 Penalty: 762.412720
	Iteration 22Q: 3 clusters Score -242410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -242412.484375 Penalty: 762.412720
	Iteration 23Q: 3 clusters Score -242412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -242413.890625 Penalty: 762.412720
	Iteration 24Q: 3 clusters Score -242413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -242414.343750 Penalty: 762.412720
	Iteration 25Q: 3 clusters Score -242414.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -242417.125000 Penalty: 762.412720
	Iteration 26Q: 3 clusters Score -242417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -242418.968750 Penalty: 762.412720
	Iteration 27Q: 3 clusters Score -242419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -242421.031250 Penalty: 762.412720
	Iteration 28Q: 3 clusters Score -242421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -242425.734375 Penalty: 762.412720
	Iteration 29Q: 3 clusters Score -242425.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -242427.875000 Penalty: 762.412720
	Iteration 30Q: 3 clusters Score -242427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -242428.984375 Penalty: 762.412720
	Iteration 31Q: 3 clusters Score -242429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -242429.890625 Penalty: 762.412720
	Iteration 32Q: 3 clusters Score -242429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -242430.437500 Penalty: 762.412720
	Iteration 33Q: 3 clusters Score -242430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -242430.781250 Penalty: 762.412720
	Iteration 34Q: 3 clusters Score -242430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -242431.250000 Penalty: 762.412720
	Iteration 35Q: 3 clusters Score -242431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -242431.531250 Penalty: 762.412720
	Iteration 36Q: 3 clusters Score -242431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -242432.156250 Penalty: 762.412720
	Iteration 37Q: 3 clusters Score -242432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -242432.046875 Penalty: 762.412720
	Iteration 38Q: 3 clusters Score -242432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -242431.984375 Penalty: 762.412720
	Iteration 39Q: 3 clusters Score -242432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -242432.140625 Penalty: 762.412720
	Iteration 40F: 3 clusters Score -242432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -242431.953125 Penalty: 762.412720
	Iteration 41Q: 3 clusters Score -242432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -242432.656250 Penalty: 762.412720
	Iteration 42Q: 3 clusters Score -242432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -242433.375000 Penalty: 762.412720
	Iteration 43Q: 3 clusters Score -242433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -242433.718750 Penalty: 762.412720
	Iteration 44Q: 3 clusters Score -242433.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -242433.984375 Penalty: 762.412720
	Iteration 45Q: 3 clusters Score -242434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -242433.984375 Penalty: 762.412720
	Iteration 46F: 3 clusters Score -242434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60929.394531 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60929.39 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61148.445312 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61148.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61182.097656 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61182.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -61215.816406 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61215.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61250.730469 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61250.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61283.390625 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61283.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61301.695312 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61301.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61325.851562 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61325.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -61349.660156 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61349.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61379.039062 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61379.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -61409.492188 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61409.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61431.046875 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61431.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -61439.617188 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61439.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -61441.359375 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61441.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -61442.445312 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61442.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -61444.578125 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61444.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -61449.269531 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61449.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -61453.757812 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61453.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -61458.847656 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61458.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -61461.460938 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61461.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -61465.570312 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61465.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -61469.082031 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61469.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -61471.593750 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61471.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -61473.101562 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -61474.570312 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61474.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -61480.976562 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61480.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -61489.554688 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61489.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61493.277344 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61493.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -61495.097656 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -61497.988281 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61497.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -61500.601562 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -61505.281250 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61505.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -61508.406250 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -61508.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -61510.484375 Penalty: 637.113342
	Iteration 33Q: 3 clusters Score -61510.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61511.878906 Penalty: 637.113342
	Iteration 34Q: 3 clusters Score -61511.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -61514.433594 Penalty: 637.113342
	Iteration 35Q: 3 clusters Score -61514.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -61517.093750 Penalty: 637.113342
	Iteration 36Q: 3 clusters Score -61517.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -61520.289062 Penalty: 637.113342
	Iteration 37Q: 3 clusters Score -61520.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -61522.796875 Penalty: 637.113342
	Iteration 38Q: 3 clusters Score -61522.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -61526.996094 Penalty: 637.113342
	Iteration 39Q: 3 clusters Score -61527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -61535.703125 Penalty: 637.113342
	Iteration 40F: 3 clusters Score -61535.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -61544.855469 Penalty: 637.113342
	Iteration 41Q: 3 clusters Score -61544.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -61554.308594 Penalty: 637.113342
	Iteration 42Q: 3 clusters Score -61554.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -61560.761719 Penalty: 637.113342
	Iteration 43Q: 3 clusters Score -61560.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -61572.066406 Penalty: 637.113342
	Iteration 44Q: 3 clusters Score -61572.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -61582.503906 Penalty: 637.113342
	Iteration 45Q: 3 clusters Score -61582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -61590.535156 Penalty: 637.113342
	Iteration 46Q: 3 clusters Score -61590.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -61598.132812 Penalty: 637.113342
	Iteration 47Q: 3 clusters Score -61598.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -61606.964844 Penalty: 637.113342
	Iteration 48Q: 3 clusters Score -61606.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -61614.875000 Penalty: 637.113342
	Iteration 49Q: 3 clusters Score -61614.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -61623.773438 Penalty: 637.113342
	Iteration 50Q: 3 clusters Score -61623.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -61630.492188 Penalty: 637.113342
	Iteration 51Q: 3 clusters Score -61630.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61635.433594 Penalty: 637.113342
	Iteration 52Q: 3 clusters Score -61635.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61640.449219 Penalty: 637.113342
	Iteration 53Q: 3 clusters Score -61640.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -61640.738281 Penalty: 637.113342
	Iteration 54Q: 3 clusters Score -61640.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -61641.109375 Penalty: 637.113342
	Iteration 55Q: 3 clusters Score -61641.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -61641.730469 Penalty: 637.113342
	Iteration 56Q: 3 clusters Score -61641.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -61642.128906 Penalty: 637.113342
	Iteration 57Q: 3 clusters Score -61642.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -61642.128906 Penalty: 637.113342
	Iteration 58F: 3 clusters Score -61642.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27120.220703 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27120.22 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27275.173828 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27275.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27309.195312 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27309.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27325.345703 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27325.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27336.951172 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27336.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27349.419922 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27349.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27354.625000 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27354.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27355.701172 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27357.125000 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27357.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27359.179688 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27359.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27359.910156 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27359.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27360.359375 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27360.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27360.359375 Penalty: 564.798401
	Iteration 12F: 3 clusters Score -27360.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -5058.111328 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5058.111 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 60 members 
Entering Unmasked Estep 
Score: -4850.365723 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -4850.366 nChanged 17
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: -4870.667480 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -4870.667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4887.369629 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -4887.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4895.129883 Penalty: 426.073944
	Iteration 3F: 3 clusters Score -4895.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4899.074219 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -4899.074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4907.270508 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -4907.271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4912.276855 Penalty: 426.073944
	Iteration 6Q: 3 clusters Score -4912.277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4915.568848 Penalty: 426.073944
	Iteration 7Q: 3 clusters Score -4915.569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4915.568848 Penalty: 426.073944
	Iteration 8F: 3 clusters Score -4915.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4760.195801 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4760.196 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 48 members 
Entering Unmasked Estep 
Score: -4567.998535 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4567.999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4597.337402 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4597.337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4609.543457 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4609.543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4613.414062 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4613.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4613.414062 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -4613.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176870 members 
Entering Unmasked Estep 
Score: -10321765.000000 Penalty: 549.784241
	Iteration 0F: 2 clusters Score -1.032176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -10209929.000000 Penalty: 1099.568481
	Iteration 0F: 3 clusters Score -1.020993e+07 nChanged 87134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -10264449.000000 Penalty: 1099.568481
	Iteration 1F: 3 clusters Score -1.026445e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10270023.000000 Penalty: 1099.568481
	Iteration 2F: 3 clusters Score -1.027002e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -10279289.000000 Penalty: 1099.568481
	Iteration 3F: 3 clusters Score -1.027929e+07 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -10291238.000000 Penalty: 1099.568481
	Iteration 4F: 3 clusters Score -1.029124e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -10300974.000000 Penalty: 1099.568481
	Iteration 5F: 3 clusters Score -1.030097e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -10305139.000000 Penalty: 1099.568481
	Iteration 6Q: 3 clusters Score -1.030514e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -10306548.000000 Penalty: 1099.568481
	Iteration 7Q: 3 clusters Score -1.030655e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -10307401.000000 Penalty: 1099.568481
	Iteration 8Q: 3 clusters Score -1.03074e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -10308377.000000 Penalty: 1099.568481
	Iteration 9Q: 3 clusters Score -1.030838e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -10309292.000000 Penalty: 1099.568481
	Iteration 10Q: 3 clusters Score -1.030929e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -10310372.000000 Penalty: 1099.568481
	Iteration 11Q: 3 clusters Score -1.031037e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -10311540.000000 Penalty: 1099.568481
	Iteration 12Q: 3 clusters Score -1.031154e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125726 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -10312771.000000 Penalty: 1099.568481
	Iteration 13Q: 3 clusters Score -1.031277e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -10313988.000000 Penalty: 1099.568481
	Iteration 14Q: 3 clusters Score -1.031399e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -10315164.000000 Penalty: 1099.568481
	Iteration 15Q: 3 clusters Score -1.031516e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133769 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -10316346.000000 Penalty: 1099.568481
	Iteration 16Q: 3 clusters Score -1.031635e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136668 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -10317340.000000 Penalty: 1099.568481
	Iteration 17Q: 3 clusters Score -1.031734e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139544 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -10318061.000000 Penalty: 1099.568481
	Iteration 18Q: 3 clusters Score -1.031806e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -10318491.000000 Penalty: 1099.568481
	Iteration 19Q: 3 clusters Score -1.031849e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -10319038.000000 Penalty: 1099.568481
	Iteration 20F: 3 clusters Score -1.031904e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -10319421.000000 Penalty: 1099.568481
	Iteration 21Q: 3 clusters Score -1.031942e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150755 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -10319779.000000 Penalty: 1099.568481
	Iteration 22Q: 3 clusters Score -1.031978e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -10319968.000000 Penalty: 1099.568481
	Iteration 23Q: 3 clusters Score -1.031997e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -10320130.000000 Penalty: 1099.568481
	Iteration 24Q: 3 clusters Score -1.032013e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -10320241.000000 Penalty: 1099.568481
	Iteration 25Q: 3 clusters Score -1.032024e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -10320465.000000 Penalty: 1099.568481
	Iteration 26Q: 3 clusters Score -1.032046e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161983 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -10320608.000000 Penalty: 1099.568481
	Iteration 27Q: 3 clusters Score -1.032061e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -10320797.000000 Penalty: 1099.568481
	Iteration 28Q: 3 clusters Score -1.03208e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -10320748.000000 Penalty: 1099.568481
	Iteration 29Q: 3 clusters Score -1.032075e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166931 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -10320825.000000 Penalty: 1099.568481
	Iteration 30Q: 3 clusters Score -1.032082e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -10320983.000000 Penalty: 1099.568481
	Iteration 31Q: 3 clusters Score -1.032098e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -10321125.000000 Penalty: 1099.568481
	Iteration 32Q: 3 clusters Score -1.032112e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170402 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -10321016.000000 Penalty: 1099.568481
	Iteration 33Q: 3 clusters Score -1.032102e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -10321045.000000 Penalty: 1099.568481
	Iteration 34Q: 3 clusters Score -1.032104e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172127 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -10321061.000000 Penalty: 1099.568481
	Iteration 35Q: 3 clusters Score -1.032106e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172838 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -10321092.000000 Penalty: 1099.568481
	Iteration 36Q: 3 clusters Score -1.032109e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173463 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -10321094.000000 Penalty: 1099.568481
	Iteration 37Q: 3 clusters Score -1.032109e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -10321194.000000 Penalty: 1099.568481
	Iteration 38Q: 3 clusters Score -1.032119e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174488 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -10321191.000000 Penalty: 1099.568481
	Iteration 39Q: 3 clusters Score -1.032119e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174868 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10321214.000000 Penalty: 1099.568481
	Iteration 40F: 3 clusters Score -1.032121e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10321217.000000 Penalty: 1099.568481
	Iteration 41Q: 3 clusters Score -1.032122e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10321267.000000 Penalty: 1099.568481
	Iteration 42Q: 3 clusters Score -1.032127e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10321285.000000 Penalty: 1099.568481
	Iteration 43Q: 3 clusters Score -1.032128e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175820 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10321268.000000 Penalty: 1099.568481
	Iteration 44Q: 3 clusters Score -1.032127e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10321275.000000 Penalty: 1099.568481
	Iteration 45Q: 3 clusters Score -1.032128e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176098 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10321292.000000 Penalty: 1099.568481
	Iteration 46Q: 3 clusters Score -1.032129e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176203 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10321301.000000 Penalty: 1099.568481
	Iteration 47Q: 3 clusters Score -1.03213e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176272 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10321299.000000 Penalty: 1099.568481
	Iteration 48Q: 3 clusters Score -1.03213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10321295.000000 Penalty: 1099.568481
	Iteration 49Q: 3 clusters Score -1.03213e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176333 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10321291.000000 Penalty: 1099.568481
	Iteration 50Q: 3 clusters Score -1.032129e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176362 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10321291.000000 Penalty: 1099.568481
	Iteration 51Q: 3 clusters Score -1.032129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176383 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10321303.000000 Penalty: 1099.568481
	Iteration 52Q: 3 clusters Score -1.03213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176397 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10321297.000000 Penalty: 1099.568481
	Iteration 53Q: 3 clusters Score -1.03213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176411 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10321301.000000 Penalty: 1099.568481
	Iteration 54Q: 3 clusters Score -1.03213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10321295.000000 Penalty: 1099.568481
	Iteration 55Q: 3 clusters Score -1.03213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176448 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10321297.000000 Penalty: 1099.568481
	Iteration 56Q: 3 clusters Score -1.03213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176465 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10321301.000000 Penalty: 1099.568481
	Iteration 57Q: 3 clusters Score -1.03213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10321313.000000 Penalty: 1099.568481
	Iteration 58Q: 3 clusters Score -1.032131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176494 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10321319.000000 Penalty: 1099.568481
	Iteration 59Q: 3 clusters Score -1.032132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176506 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10321311.000000 Penalty: 1099.568481
	Iteration 60F: 3 clusters Score -1.032131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176516 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10321314.000000 Penalty: 1099.568481
	Iteration 61Q: 3 clusters Score -1.032131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176526 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10321324.000000 Penalty: 1099.568481
	Iteration 62Q: 3 clusters Score -1.032132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176533 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10321319.000000 Penalty: 1099.568481
	Iteration 63Q: 3 clusters Score -1.032132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10321314.000000 Penalty: 1099.568481
	Iteration 64Q: 3 clusters Score -1.032131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176543 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10321314.000000 Penalty: 1099.568481
	Iteration 65Q: 3 clusters Score -1.032131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10321323.000000 Penalty: 1099.568481
	Iteration 66Q: 3 clusters Score -1.032132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10321322.000000 Penalty: 1099.568481
	Iteration 67Q: 3 clusters Score -1.032132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10321322.000000 Penalty: 1099.568481
	Iteration 68F: 3 clusters Score -1.032132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9926.524414 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9926.524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10026.497070 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10026.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10075.594727 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10075.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10107.042969 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -10107.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10136.673828 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -10136.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10163.524414 Penalty: 488.728058
	Iteration 5F: 3 clusters Score -10163.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10172.541992 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10172.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10173.484375 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10173.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10175.312500 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10175.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10175.312500 Penalty: 488.728058
	Iteration 9F: 3 clusters Score -10175.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -52949.058594 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52949.06 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -53148.746094 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53148.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -53191.328125 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53191.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53225.726562 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -53225.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53257.058594 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53257.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53291.609375 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53291.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -53319.488281 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53319.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -53347.175781 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53347.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -53367.394531 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53367.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -53381.746094 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53381.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -53388.046875 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53388.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -53395.281250 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53395.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53403.828125 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53403.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -53410.496094 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -53419.082031 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53419.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53424.898438 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -53429.269531 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53429.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53430.191406 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53430.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53432.855469 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53432.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -53433.925781 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53433.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -53434.812500 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53434.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53436.445312 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53436.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -53436.984375 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53436.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -53437.683594 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53437.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -53437.996094 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -53440.281250 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -53440.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53440.937500 Penalty: 624.606079
	Iteration 26Q: 3 clusters Score -53440.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53441.304688 Penalty: 624.606079
	Iteration 27Q: 3 clusters Score -53441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -53442.101562 Penalty: 624.606079
	Iteration 28Q: 3 clusters Score -53442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53443.343750 Penalty: 624.606079
	Iteration 29Q: 3 clusters Score -53443.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -53444.812500 Penalty: 624.606079
	Iteration 30Q: 3 clusters Score -53444.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -53445.140625 Penalty: 624.606079
	Iteration 31Q: 3 clusters Score -53445.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -53445.140625 Penalty: 624.606079
	Iteration 32F: 3 clusters Score -53445.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (134484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134484 members 
Entering Unmasked Estep 
Score: -8010333.500000 Penalty: 537.318604
	Iteration 0F: 2 clusters Score -8010334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -7925557.000000 Penalty: 1074.637207
	Iteration 0F: 3 clusters Score -7925557 nChanged 65827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -7968964.500000 Penalty: 1074.637207
	Iteration 1F: 3 clusters Score -7968964 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -7974542.500000 Penalty: 1074.637207
	Iteration 2F: 3 clusters Score -7974542 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -7982696.500000 Penalty: 1074.637207
	Iteration 3F: 3 clusters Score -7982696 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -7991437.500000 Penalty: 1074.637207
	Iteration 4F: 3 clusters Score -7991438 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -7997006.000000 Penalty: 1074.637207
	Iteration 5F: 3 clusters Score -7997006 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -7999536.000000 Penalty: 1074.637207
	Iteration 6Q: 3 clusters Score -7999536 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -8000828.500000 Penalty: 1074.637207
	Iteration 7Q: 3 clusters Score -8000828 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -8001688.000000 Penalty: 1074.637207
	Iteration 8Q: 3 clusters Score -8001688 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -8002319.500000 Penalty: 1074.637207
	Iteration 9Q: 3 clusters Score -8002320 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -8002803.500000 Penalty: 1074.637207
	Iteration 10Q: 3 clusters Score -8002804 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -8003184.500000 Penalty: 1074.637207
	Iteration 11Q: 3 clusters Score -8003184 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -8003476.500000 Penalty: 1074.637207
	Iteration 12Q: 3 clusters Score -8003476 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -8003710.000000 Penalty: 1074.637207
	Iteration 13Q: 3 clusters Score -8003710 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -8003943.500000 Penalty: 1074.637207
	Iteration 14Q: 3 clusters Score -8003944 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 98773 members 
Entering Unmasked Estep 
Score: -8004167.500000 Penalty: 1074.637207
	Iteration 15Q: 3 clusters Score -8004168 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -8004373.000000 Penalty: 1074.637207
	Iteration 16Q: 3 clusters Score -8004373 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -8004603.500000 Penalty: 1074.637207
	Iteration 17Q: 3 clusters Score -8004604 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -8004766.500000 Penalty: 1074.637207
	Iteration 18Q: 3 clusters Score -8004766 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -8004868.500000 Penalty: 1074.637207
	Iteration 19Q: 3 clusters Score -8004868 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -8005044.500000 Penalty: 1074.637207
	Iteration 20F: 3 clusters Score -8005044 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
Score: -8005255.500000 Penalty: 1074.637207
	Iteration 21Q: 3 clusters Score -8005256 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
Score: -8005463.000000 Penalty: 1074.637207
	Iteration 22Q: 3 clusters Score -8005463 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -8005557.500000 Penalty: 1074.637207
	Iteration 23Q: 3 clusters Score -8005558 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -8005711.500000 Penalty: 1074.637207
	Iteration 24Q: 3 clusters Score -8005712 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -8005875.500000 Penalty: 1074.637207
	Iteration 25Q: 3 clusters Score -8005876 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -8006029.500000 Penalty: 1074.637207
	Iteration 26Q: 3 clusters Score -8006030 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -8006177.500000 Penalty: 1074.637207
	Iteration 27Q: 3 clusters Score -8006178 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -8006337.000000 Penalty: 1074.637207
	Iteration 28Q: 3 clusters Score -8006337 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -8006428.500000 Penalty: 1074.637207
	Iteration 29Q: 3 clusters Score -8006428 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -8006533.500000 Penalty: 1074.637207
	Iteration 30Q: 3 clusters Score -8006534 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 106206 members 
Entering Unmasked Estep 
Score: -8006631.000000 Penalty: 1074.637207
	Iteration 31Q: 3 clusters Score -8006631 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -8006760.500000 Penalty: 1074.637207
	Iteration 32Q: 3 clusters Score -8006760 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -8006865.500000 Penalty: 1074.637207
	Iteration 33Q: 3 clusters Score -8006866 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 107648 members 
Entering Unmasked Estep 
Score: -8006968.000000 Penalty: 1074.637207
	Iteration 34Q: 3 clusters Score -8006968 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -8007076.000000 Penalty: 1074.637207
	Iteration 35Q: 3 clusters Score -8007076 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -8007226.500000 Penalty: 1074.637207
	Iteration 36Q: 3 clusters Score -8007226 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -8007407.000000 Penalty: 1074.637207
	Iteration 37Q: 3 clusters Score -8007407 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 109980 members 
Entering Unmasked Estep 
Score: -8007543.000000 Penalty: 1074.637207
	Iteration 38Q: 3 clusters Score -8007543 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -8007722.000000 Penalty: 1074.637207
	Iteration 39Q: 3 clusters Score -8007722 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -8007887.500000 Penalty: 1074.637207
	Iteration 40F: 3 clusters Score -8007888 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 111700 members 
Entering Unmasked Estep 
Score: -8008011.000000 Penalty: 1074.637207
	Iteration 41Q: 3 clusters Score -8008011 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -8008131.000000 Penalty: 1074.637207
	Iteration 42Q: 3 clusters Score -8008131 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -8008276.000000 Penalty: 1074.637207
	Iteration 43Q: 3 clusters Score -8008276 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -8008380.000000 Penalty: 1074.637207
	Iteration 44Q: 3 clusters Score -8008380 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -8008514.500000 Penalty: 1074.637207
	Iteration 45Q: 3 clusters Score -8008514 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -8008716.500000 Penalty: 1074.637207
	Iteration 46Q: 3 clusters Score -8008716 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -8008863.500000 Penalty: 1074.637207
	Iteration 47Q: 3 clusters Score -8008864 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 115840 members 
Entering Unmasked Estep 
Score: -8009044.500000 Penalty: 1074.637207
	Iteration 48Q: 3 clusters Score -8009044 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 116425 members 
Entering Unmasked Estep 
Score: -8009177.500000 Penalty: 1074.637207
	Iteration 49Q: 3 clusters Score -8009178 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -8009322.500000 Penalty: 1074.637207
	Iteration 50Q: 3 clusters Score -8009322 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -8009482.500000 Penalty: 1074.637207
	Iteration 51Q: 3 clusters Score -8009482 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -8009620.500000 Penalty: 1074.637207
	Iteration 52Q: 3 clusters Score -8009620 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 118622 members 
Entering Unmasked Estep 
Score: -8009752.500000 Penalty: 1074.637207
	Iteration 53Q: 3 clusters Score -8009752 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 119112 members 
Entering Unmasked Estep 
Score: -8009870.000000 Penalty: 1074.637207
	Iteration 54Q: 3 clusters Score -8009870 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 119593 members 
Entering Unmasked Estep 
Score: -8010033.000000 Penalty: 1074.637207
	Iteration 55Q: 3 clusters Score -8010033 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -8010166.000000 Penalty: 1074.637207
	Iteration 56Q: 3 clusters Score -8010166 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 120654 members 
Entering Unmasked Estep 
Score: -8010331.500000 Penalty: 1074.637207
	Iteration 57Q: 3 clusters Score -8010332 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -8010511.500000 Penalty: 1074.637207
	Iteration 58Q: 3 clusters Score -8010512 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 121739 members 
Entering Unmasked Estep 
Score: -8010653.500000 Penalty: 1074.637207
	Iteration 59Q: 3 clusters Score -8010654 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 122213 members 
Entering Unmasked Estep 
Score: -8010816.000000 Penalty: 1074.637207
	Iteration 60F: 3 clusters Score -8010816 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -8011010.000000 Penalty: 1074.637207
	Iteration 61Q: 3 clusters Score -8011010 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 123186 members 
Entering Unmasked Estep 
Score: -8011176.500000 Penalty: 1074.637207
	Iteration 62Q: 3 clusters Score -8011176 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 123654 members 
Entering Unmasked Estep 
Score: -8011300.000000 Penalty: 1074.637207
	Iteration 63Q: 3 clusters Score -8011300 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 124110 members 
Entering Unmasked Estep 
Score: -8011311.500000 Penalty: 1074.637207
	Iteration 64Q: 3 clusters Score -8011312 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 124515 members 
Entering Unmasked Estep 
Score: -8011337.000000 Penalty: 1074.637207
	Iteration 65Q: 3 clusters Score -8011337 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 124877 members 
Entering Unmasked Estep 
Score: -8011363.000000 Penalty: 1074.637207
	Iteration 66Q: 3 clusters Score -8011363 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -8011373.000000 Penalty: 1074.637207
	Iteration 67Q: 3 clusters Score -8011373 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 125502 members 
Entering Unmasked Estep 
Score: -8011382.000000 Penalty: 1074.637207
	Iteration 68Q: 3 clusters Score -8011382 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -8011351.500000 Penalty: 1074.637207
	Iteration 69Q: 3 clusters Score -8011352 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -8011389.500000 Penalty: 1074.637207
	Iteration 70Q: 3 clusters Score -8011390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 126314 members 
Entering Unmasked Estep 
Score: -8011365.000000 Penalty: 1074.637207
	Iteration 71Q: 3 clusters Score -8011365 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -8011356.500000 Penalty: 1074.637207
	Iteration 72Q: 3 clusters Score -8011356 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -8011316.000000 Penalty: 1074.637207
	Iteration 73Q: 3 clusters Score -8011316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -8011333.500000 Penalty: 1074.637207
	Iteration 74Q: 3 clusters Score -8011334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 127242 members 
Entering Unmasked Estep 
Score: -8011335.000000 Penalty: 1074.637207
	Iteration 75Q: 3 clusters Score -8011335 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 127415 members 
Entering Unmasked Estep 
Score: -8011339.000000 Penalty: 1074.637207
	Iteration 76Q: 3 clusters Score -8011339 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -8011340.500000 Penalty: 1074.637207
	Iteration 77Q: 3 clusters Score -8011340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -8011342.000000 Penalty: 1074.637207
	Iteration 78Q: 3 clusters Score -8011342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 127818 members 
Entering Unmasked Estep 
Score: -8011320.000000 Penalty: 1074.637207
	Iteration 79Q: 3 clusters Score -8011320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 127925 members 
Entering Unmasked Estep 
Score: -8011326.000000 Penalty: 1074.637207
	Iteration 80F: 3 clusters Score -8011326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 128021 members 
Entering Unmasked Estep 
Score: -8011303.500000 Penalty: 1074.637207
	Iteration 81Q: 3 clusters Score -8011304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 128128 members 
Entering Unmasked Estep 
Score: -8011302.500000 Penalty: 1074.637207
	Iteration 82Q: 3 clusters Score -8011302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 128222 members 
Entering Unmasked Estep 
Score: -8011323.000000 Penalty: 1074.637207
	Iteration 83Q: 3 clusters Score -8011323 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 128310 members 
Entering Unmasked Estep 
Score: -8011333.500000 Penalty: 1074.637207
	Iteration 84Q: 3 clusters Score -8011334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 128394 members 
Entering Unmasked Estep 
Score: -8011331.000000 Penalty: 1074.637207
	Iteration 85Q: 3 clusters Score -8011331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -8011330.000000 Penalty: 1074.637207
	Iteration 86Q: 3 clusters Score -8011330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -8011349.000000 Penalty: 1074.637207
	Iteration 87Q: 3 clusters Score -8011349 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 128609 members 
Entering Unmasked Estep 
Score: -8011354.500000 Penalty: 1074.637207
	Iteration 88Q: 3 clusters Score -8011354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -8011353.500000 Penalty: 1074.637207
	Iteration 89Q: 3 clusters Score -8011354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 128712 members 
Entering Unmasked Estep 
Score: -8011349.500000 Penalty: 1074.637207
	Iteration 90Q: 3 clusters Score -8011350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -8011348.500000 Penalty: 1074.637207
	Iteration 91Q: 3 clusters Score -8011348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -8011347.500000 Penalty: 1074.637207
	Iteration 92Q: 3 clusters Score -8011348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 128823 members 
Entering Unmasked Estep 
Score: -8011354.000000 Penalty: 1074.637207
	Iteration 93Q: 3 clusters Score -8011354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -8011358.000000 Penalty: 1074.637207
	Iteration 94Q: 3 clusters Score -8011358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 128876 members 
Entering Unmasked Estep 
Score: -8011352.500000 Penalty: 1074.637207
	Iteration 95Q: 3 clusters Score -8011352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -8011357.000000 Penalty: 1074.637207
	Iteration 96Q: 3 clusters Score -8011357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -8011355.500000 Penalty: 1074.637207
	Iteration 97Q: 3 clusters Score -8011356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 128966 members 
Entering Unmasked Estep 
Score: -8011370.500000 Penalty: 1074.637207
	Iteration 98Q: 3 clusters Score -8011370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -8011379.000000 Penalty: 1074.637207
	Iteration 99Q: 3 clusters Score -8011379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 129037 members 
Entering Unmasked Estep 
Score: -8011359.500000 Penalty: 1074.637207
	Iteration 100F: 3 clusters Score -8011360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -8011352.000000 Penalty: 1074.637207
	Iteration 101Q: 3 clusters Score -8011352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 129125 members 
Entering Unmasked Estep 
Score: -8011352.000000 Penalty: 1074.637207
	Iteration 102Q: 3 clusters Score -8011352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -8011326.500000 Penalty: 1074.637207
	Iteration 103Q: 3 clusters Score -8011326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 129198 members 
Entering Unmasked Estep 
Score: -8011322.000000 Penalty: 1074.637207
	Iteration 104Q: 3 clusters Score -8011322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 129237 members 
Entering Unmasked Estep 
Score: -8011321.000000 Penalty: 1074.637207
	Iteration 105Q: 3 clusters Score -8011321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -8011316.000000 Penalty: 1074.637207
	Iteration 106Q: 3 clusters Score -8011316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 129319 members 
Entering Unmasked Estep 
Score: -8011314.500000 Penalty: 1074.637207
	Iteration 107Q: 3 clusters Score -8011314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -8011315.000000 Penalty: 1074.637207
	Iteration 108Q: 3 clusters Score -8011315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -8011318.500000 Penalty: 1074.637207
	Iteration 109Q: 3 clusters Score -8011318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -8011319.500000 Penalty: 1074.637207
	Iteration 110Q: 3 clusters Score -8011320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -8011314.500000 Penalty: 1074.637207
	Iteration 111Q: 3 clusters Score -8011314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -8011314.000000 Penalty: 1074.637207
	Iteration 112Q: 3 clusters Score -8011314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 129488 members 
Entering Unmasked Estep 
Score: -8011311.000000 Penalty: 1074.637207
	Iteration 113Q: 3 clusters Score -8011311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -8011318.500000 Penalty: 1074.637207
	Iteration 114Q: 3 clusters Score -8011318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 129522 members 
Entering Unmasked Estep 
Score: -8011313.000000 Penalty: 1074.637207
	Iteration 115Q: 3 clusters Score -8011313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 129530 members 
Entering Unmasked Estep 
Score: -8011308.500000 Penalty: 1074.637207
	Iteration 116Q: 3 clusters Score -8011308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 129540 members 
Entering Unmasked Estep 
Score: -8011299.000000 Penalty: 1074.637207
	Iteration 117Q: 3 clusters Score -8011299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 129549 members 
Entering Unmasked Estep 
Score: -8011295.000000 Penalty: 1074.637207
	Iteration 118Q: 3 clusters Score -8011295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 129558 members 
Entering Unmasked Estep 
Score: -8011298.500000 Penalty: 1074.637207
	Iteration 119Q: 3 clusters Score -8011298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -8011303.000000 Penalty: 1074.637207
	Iteration 120F: 3 clusters Score -8011303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 129584 members 
Entering Unmasked Estep 
Score: -8011286.000000 Penalty: 1074.637207
	Iteration 121Q: 3 clusters Score -8011286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -8011284.000000 Penalty: 1074.637207
	Iteration 122Q: 3 clusters Score -8011284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -8011286.000000 Penalty: 1074.637207
	Iteration 123Q: 3 clusters Score -8011286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -8011269.000000 Penalty: 1074.637207
	Iteration 124Q: 3 clusters Score -8011269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 129623 members 
Entering Unmasked Estep 
Score: -8011267.000000 Penalty: 1074.637207
	Iteration 125Q: 3 clusters Score -8011267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -8011260.000000 Penalty: 1074.637207
	Iteration 126Q: 3 clusters Score -8011260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 129650 members 
Entering Unmasked Estep 
Score: -8011252.000000 Penalty: 1074.637207
	Iteration 127Q: 3 clusters Score -8011252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -8011253.000000 Penalty: 1074.637207
	Iteration 128Q: 3 clusters Score -8011253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -8011263.000000 Penalty: 1074.637207
	Iteration 129Q: 3 clusters Score -8011263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -8011268.500000 Penalty: 1074.637207
	Iteration 130Q: 3 clusters Score -8011268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 129680 members 
Entering Unmasked Estep 
Score: -8011262.500000 Penalty: 1074.637207
	Iteration 131Q: 3 clusters Score -8011262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 129681 members 
Entering Unmasked Estep 
Score: -8011270.000000 Penalty: 1074.637207
	Iteration 132Q: 3 clusters Score -8011270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -8011271.000000 Penalty: 1074.637207
	Iteration 133Q: 3 clusters Score -8011271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -8011266.000000 Penalty: 1074.637207
	Iteration 134Q: 3 clusters Score -8011266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -8011265.000000 Penalty: 1074.637207
	Iteration 135Q: 3 clusters Score -8011265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 129700 members 
Entering Unmasked Estep 
Score: -8011253.000000 Penalty: 1074.637207
	Iteration 136Q: 3 clusters Score -8011253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -8011266.500000 Penalty: 1074.637207
	Iteration 137Q: 3 clusters Score -8011266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 129715 members 
Entering Unmasked Estep 
Score: -8011268.500000 Penalty: 1074.637207
	Iteration 138Q: 3 clusters Score -8011268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 129716 members 
Entering Unmasked Estep 
Score: -8011272.000000 Penalty: 1074.637207
	Iteration 139Q: 3 clusters Score -8011272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 129722 members 
Entering Unmasked Estep 
Score: -8011264.000000 Penalty: 1074.637207
	Iteration 140F: 3 clusters Score -8011264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 129726 members 
Entering Unmasked Estep 
Score: -8011260.500000 Penalty: 1074.637207
	Iteration 141Q: 3 clusters Score -8011260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -8011261.000000 Penalty: 1074.637207
	Iteration 142Q: 3 clusters Score -8011261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -8011264.000000 Penalty: 1074.637207
	Iteration 143Q: 3 clusters Score -8011264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 129740 members 
Entering Unmasked Estep 
Score: -8011274.000000 Penalty: 1074.637207
	Iteration 144Q: 3 clusters Score -8011274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 129747 members 
Entering Unmasked Estep 
Score: -8011262.500000 Penalty: 1074.637207
	Iteration 145Q: 3 clusters Score -8011262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -8011268.000000 Penalty: 1074.637207
	Iteration 146Q: 3 clusters Score -8011268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 129764 members 
Entering Unmasked Estep 
Score: -8011245.500000 Penalty: 1074.637207
	Iteration 147Q: 3 clusters Score -8011246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 129774 members 
Entering Unmasked Estep 
Score: -8011250.000000 Penalty: 1074.637207
	Iteration 148Q: 3 clusters Score -8011250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 129777 members 
Entering Unmasked Estep 
Score: -8011252.500000 Penalty: 1074.637207
	Iteration 149Q: 3 clusters Score -8011252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 129783 members 
Entering Unmasked Estep 
Score: -8011249.500000 Penalty: 1074.637207
	Iteration 150Q: 3 clusters Score -8011250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -8011252.000000 Penalty: 1074.637207
	Iteration 151Q: 3 clusters Score -8011252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -8011246.000000 Penalty: 1074.637207
	Iteration 152Q: 3 clusters Score -8011246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 129789 members 
Entering Unmasked Estep 
Score: -8011252.500000 Penalty: 1074.637207
	Iteration 153Q: 3 clusters Score -8011252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 129796 members 
Entering Unmasked Estep 
Score: -8011240.500000 Penalty: 1074.637207
	Iteration 154Q: 3 clusters Score -8011240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -8011240.000000 Penalty: 1074.637207
	Iteration 155Q: 3 clusters Score -8011240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -8011246.000000 Penalty: 1074.637207
	Iteration 156Q: 3 clusters Score -8011246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -8011250.500000 Penalty: 1074.637207
	Iteration 157Q: 3 clusters Score -8011250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -8011241.500000 Penalty: 1074.637207
	Iteration 158Q: 3 clusters Score -8011242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 129834 members 
Entering Unmasked Estep 
Score: -8011241.500000 Penalty: 1074.637207
	Iteration 159Q: 3 clusters Score -8011242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -8011242.000000 Penalty: 1074.637207
	Iteration 160F: 3 clusters Score -8011242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 129857 members 
Entering Unmasked Estep 
Score: -8011230.500000 Penalty: 1074.637207
	Iteration 161Q: 3 clusters Score -8011230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 129861 members 
Entering Unmasked Estep 
Score: -8011237.500000 Penalty: 1074.637207
	Iteration 162Q: 3 clusters Score -8011238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 129869 members 
Entering Unmasked Estep 
Score: -8011246.000000 Penalty: 1074.637207
	Iteration 163Q: 3 clusters Score -8011246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -8011238.000000 Penalty: 1074.637207
	Iteration 164Q: 3 clusters Score -8011238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -8011231.000000 Penalty: 1074.637207
	Iteration 165Q: 3 clusters Score -8011231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -8011229.500000 Penalty: 1074.637207
	Iteration 166Q: 3 clusters Score -8011230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -8011234.000000 Penalty: 1074.637207
	Iteration 167Q: 3 clusters Score -8011234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 129885 members 
Entering Unmasked Estep 
Score: -8011220.000000 Penalty: 1074.637207
	Iteration 168Q: 3 clusters Score -8011220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 129887 members 
Entering Unmasked Estep 
Score: -8011221.000000 Penalty: 1074.637207
	Iteration 169Q: 3 clusters Score -8011221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -8011227.500000 Penalty: 1074.637207
	Iteration 170Q: 3 clusters Score -8011228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -8011231.000000 Penalty: 1074.637207
	Iteration 171Q: 3 clusters Score -8011231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -8011232.000000 Penalty: 1074.637207
	Iteration 172Q: 3 clusters Score -8011232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 129890 members 
Entering Unmasked Estep 
Score: -8011223.000000 Penalty: 1074.637207
	Iteration 173Q: 3 clusters Score -8011223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 129892 members 
Entering Unmasked Estep 
Score: -8011233.000000 Penalty: 1074.637207
	Iteration 174Q: 3 clusters Score -8011233 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
Score: -8011229.000000 Penalty: 1074.637207
	Iteration 175Q: 3 clusters Score -8011229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 129899 members 
Entering Unmasked Estep 
Score: -8011232.500000 Penalty: 1074.637207
	Iteration 176Q: 3 clusters Score -8011232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 129904 members 
Entering Unmasked Estep 
Score: -8011229.500000 Penalty: 1074.637207
	Iteration 177Q: 3 clusters Score -8011230 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -8011238.500000 Penalty: 1074.637207
	Iteration 178Q: 3 clusters Score -8011238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 129911 members 
Entering Unmasked Estep 
Score: -8011231.000000 Penalty: 1074.637207
	Iteration 179Q: 3 clusters Score -8011231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 129918 members 
Entering Unmasked Estep 
Score: -8011237.000000 Penalty: 1074.637207
	Iteration 180F: 3 clusters Score -8011237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 129925 members 
Entering Unmasked Estep 
Score: -8011233.500000 Penalty: 1074.637207
	Iteration 181Q: 3 clusters Score -8011234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 129929 members 
Entering Unmasked Estep 
Score: -8011235.000000 Penalty: 1074.637207
	Iteration 182Q: 3 clusters Score -8011235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -8011231.000000 Penalty: 1074.637207
	Iteration 183Q: 3 clusters Score -8011231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 129931 members 
Entering Unmasked Estep 
Score: -8011224.500000 Penalty: 1074.637207
	Iteration 184Q: 3 clusters Score -8011224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 129931 members 
Entering Unmasked Estep 
Score: -8011224.500000 Penalty: 1074.637207
	Iteration 185F: 3 clusters Score -8011224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 3771 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 1285 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176870 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 4553 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 129931 members 
Entering Unmasked Estep 
Score: -23050376.000000 Penalty: 15872.815430
Splitting cluster 22 changes total score from -23049666.000000 to -23050376.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9616.585938 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9616.586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9392.605469 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9392.605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9576.811523 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9576.812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9658.313477 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9658.313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9670.710938 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9670.711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9673.418945 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9673.419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9674.927734 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9674.928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9674.927734 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -9674.928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 3771 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 1285 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176870 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 4553 members 
Mstep: Class 23 contains 34 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 129931 members 
Mstep: Class 28 contains 156 members 
Entering Unmasked Estep 
Score: -23050092.000000 Penalty: 16460.697266
Splitting cluster 23 changes total score from -23049666.000000 to -23050092.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -20978.353516 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -20978.35 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 199 members 
Entering Unmasked Estep 
Score: -20609.185547 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -20609.19 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20739.943359 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -20739.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20799.841797 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -20799.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20834.417969 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -20834.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20862.873047 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -20862.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20886.464844 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -20886.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20893.685547 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -20893.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20894.845703 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -20894.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20897.480469 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -20897.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20900.527344 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -20900.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20904.289062 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -20904.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20904.828125 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -20904.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20904.828125 Penalty: 541.033264
	Iteration 12F: 3 clusters Score -20904.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -12088.427734 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12088.43 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: -11772.887695 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11772.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11848.497070 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -11848.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11859.887695 Penalty: 495.260010
	Iteration 2Q: 3 clusters Score -11859.89 nChanged 11
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: -11873.334961 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -11873.33 nChanged 10
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: -11885.307617 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -11885.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11895.554688 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -11895.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11909.806641 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -11909.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11933.023438 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -11933.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11939.900391 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -11939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11940.505859 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -11940.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11940.505859 Penalty: 495.260010
	Iteration 10F: 3 clusters Score -11940.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8081.124512 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8081.125 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 76 members 
Entering Unmasked Estep 
Score: -7879.945801 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7879.946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7956.216309 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7956.216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8036.179688 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -8036.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8065.477539 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -8065.478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8070.354004 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -8070.354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8070.354004 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -8070.354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 3771 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 1285 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176870 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 4553 members 
Mstep: Class 23 contains 34 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23050532.000000 Penalty: 16460.697266
Iteration 199Q: 29 clusters Score -2.305053e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3276 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9257 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 1543 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 1697 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6789 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 25226 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 177591 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128692 members 
Mstep: Class 28 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051070.000000 Penalty: 16460.697266
Iteration 200F: 29 clusters Score -2.305107e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 3274 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9215 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 1550 members 
Mstep: Class 6 contains 11176 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 25280 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14831 members 
Mstep: Class 14 contains 4279 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 177344 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 5468 members 
Mstep: Class 23 contains 34 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128681 members 
Mstep: Class 28 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051428.000000 Penalty: 16460.697266
Iteration 201Q: 29 clusters Score -2.305143e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 1553 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 25325 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176956 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 33 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128776 members 
Mstep: Class 28 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051772.000000 Penalty: 16460.697266
Iteration 202Q: 29 clusters Score -2.305177e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 6441 members 
Mstep: Class 4 contains 3829 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 25338 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14785 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176549 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 6319 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128944 members 
Mstep: Class 28 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051806.000000 Penalty: 16460.697266
Iteration 203Q: 29 clusters Score -2.305181e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 6377 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6802 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 25342 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14795 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 176170 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 6712 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129092 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23051898.000000 Penalty: 16460.697266
Iteration 204Q: 29 clusters Score -2.30519e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 6310 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 1569 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6818 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 25334 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14819 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175854 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 7069 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129204 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052016.000000 Penalty: 16460.697266
Iteration 205Q: 29 clusters Score -2.305202e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9094 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 25335 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 4110 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175584 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 7392 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129285 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052074.000000 Penalty: 16460.697266
Iteration 206Q: 29 clusters Score -2.305207e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9080 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 3830 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 25317 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175379 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 7701 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129284 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052068.000000 Penalty: 16460.697266
Iteration 207Q: 29 clusters Score -2.305207e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9064 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 10711 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 25302 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175182 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 8014 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129294 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052228.000000 Penalty: 16460.697266
Iteration 208Q: 29 clusters Score -2.305223e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9042 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 10656 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 25295 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 175020 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129299 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052318.000000 Penalty: 16460.697266
Iteration 209Q: 29 clusters Score -2.305232e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9024 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25273 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174897 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 8600 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129266 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052294.000000 Penalty: 16460.697266
Iteration 210Q: 29 clusters Score -2.305229e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9012 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 10539 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25274 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15022 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174740 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 8882 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129271 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052386.000000 Penalty: 16460.697266
Iteration 211Q: 29 clusters Score -2.305239e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9003 members 
Mstep: Class 3 contains 5826 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 10477 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6952 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25272 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15057 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174610 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 9170 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129240 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052456.000000 Penalty: 16460.697266
Iteration 212Q: 29 clusters Score -2.305246e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8984 members 
Mstep: Class 3 contains 5748 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 10393 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6964 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25268 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15092 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174497 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 9423 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129247 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052578.000000 Penalty: 16460.697266
Iteration 213Q: 29 clusters Score -2.305258e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8957 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25262 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15123 members 
Mstep: Class 14 contains 3884 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174427 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 9652 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129235 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052640.000000 Penalty: 16460.697266
Iteration 214Q: 29 clusters Score -2.305264e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8920 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 10231 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25275 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15165 members 
Mstep: Class 14 contains 3853 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174359 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 9884 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129219 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052704.000000 Penalty: 16460.697266
Iteration 215Q: 29 clusters Score -2.30527e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 1656 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6994 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25287 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15209 members 
Mstep: Class 14 contains 3836 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174301 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129165 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052702.000000 Penalty: 16460.697266
Iteration 216Q: 29 clusters Score -2.30527e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8865 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15244 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174253 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 10391 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129085 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052810.000000 Penalty: 16460.697266
Iteration 217Q: 29 clusters Score -2.305281e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8833 members 
Mstep: Class 3 contains 5437 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 1658 members 
Mstep: Class 6 contains 9964 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7000 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 25320 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15270 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174171 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 10637 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 129044 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052836.000000 Penalty: 16460.697266
Iteration 218Q: 29 clusters Score -2.305284e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8811 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 9879 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7004 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 25309 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15304 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174090 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128998 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052892.000000 Penalty: 16460.697266
Iteration 219Q: 29 clusters Score -2.305289e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8790 members 
Mstep: Class 3 contains 5392 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 9791 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7011 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15350 members 
Mstep: Class 14 contains 3741 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 174005 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 11123 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128929 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053048.000000 Penalty: 16460.697266
Iteration 220F: 29 clusters Score -2.305305e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8767 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7013 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 25301 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 3712 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173925 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 11356 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128867 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053096.000000 Penalty: 16460.697266
Iteration 221Q: 29 clusters Score -2.30531e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 1767 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 25305 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15434 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173867 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128759 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053264.000000 Penalty: 16460.697266
Iteration 222Q: 29 clusters Score -2.305326e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8713 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 9573 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 11 contains 25307 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15472 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173803 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 11826 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128674 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053300.000000 Penalty: 16460.697266
Iteration 223Q: 29 clusters Score -2.30533e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 25319 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173747 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 12040 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128585 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053494.000000 Penalty: 16460.697266
Iteration 224Q: 29 clusters Score -2.305349e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8653 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 1311 members 
Mstep: Class 11 contains 25323 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15537 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173709 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 12249 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128497 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053618.000000 Penalty: 16460.697266
Iteration 225Q: 29 clusters Score -2.305362e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 5223 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 9388 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7073 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 25330 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15556 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173638 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 12465 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128409 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053660.000000 Penalty: 16460.697266
Iteration 226Q: 29 clusters Score -2.305366e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8607 members 
Mstep: Class 3 contains 5202 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 25350 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15570 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173541 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 12677 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128361 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053710.000000 Penalty: 16460.697266
Iteration 227Q: 29 clusters Score -2.305371e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8591 members 
Mstep: Class 3 contains 5170 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 1780 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 1546 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 25361 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15585 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173459 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 12906 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128298 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053788.000000 Penalty: 16460.697266
Iteration 228Q: 29 clusters Score -2.305379e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8580 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 9162 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7107 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 25373 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15603 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173381 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128225 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053954.000000 Penalty: 16460.697266
Iteration 229Q: 29 clusters Score -2.305395e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8567 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 25374 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15627 members 
Mstep: Class 14 contains 3646 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173327 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 13378 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128117 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054048.000000 Penalty: 16460.697266
Iteration 230Q: 29 clusters Score -2.305405e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 5051 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 9043 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7142 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 25390 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15645 members 
Mstep: Class 14 contains 3625 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 102 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173291 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 13584 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 128031 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054116.000000 Penalty: 16460.697266
Iteration 231Q: 29 clusters Score -2.305412e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7148 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 25405 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15671 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 102 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173217 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 13780 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127966 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054178.000000 Penalty: 16460.697266
Iteration 232Q: 29 clusters Score -2.305418e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8513 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 1648 members 
Mstep: Class 6 contains 8926 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7153 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 25414 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15690 members 
Mstep: Class 14 contains 3594 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173130 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 13976 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127906 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054244.000000 Penalty: 16460.697266
Iteration 233Q: 29 clusters Score -2.305424e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8498 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 8874 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7148 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 25431 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15702 members 
Mstep: Class 14 contains 3588 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 173006 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 14143 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127899 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054330.000000 Penalty: 16460.697266
Iteration 234Q: 29 clusters Score -2.305433e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 25452 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 3579 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172876 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 14325 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127866 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054382.000000 Penalty: 16460.697266
Iteration 235Q: 29 clusters Score -2.305438e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7170 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 25462 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 14 contains 3570 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172729 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 14515 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127828 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054494.000000 Penalty: 16460.697266
Iteration 236Q: 29 clusters Score -2.305449e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8446 members 
Mstep: Class 3 contains 4947 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7179 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 25475 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15735 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172591 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 14700 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127784 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054508.000000 Penalty: 16460.697266
Iteration 237Q: 29 clusters Score -2.305451e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 8695 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7177 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 25489 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15741 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172478 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 14910 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127706 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054554.000000 Penalty: 16460.697266
Iteration 238Q: 29 clusters Score -2.305455e+07 nChanged 702
Entering ConstructFrom: 
Score: -23054554.000000 Penalty: 16460.697266
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -84617.484375 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84617.48 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -85021.460938 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -85021.46 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85105.593750 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85105.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85179.390625 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85179.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85246.101562 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -85246.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85297.789062 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85297.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85337.531250 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85337.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85380.359375 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85380.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85410.492188 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85410.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85423.281250 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85423.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85430.117188 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85430.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85434.343750 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85434.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85436.453125 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85436.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85439.140625 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85439.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85443.117188 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85443.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85444.648438 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85444.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85445.945312 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85445.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85447.585938 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85447.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -85448.085938 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85448.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85448.929688 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85448.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85449.742188 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85449.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85452.765625 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85452.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85454.843750 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85454.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -85455.734375 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85455.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85455.953125 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85455.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85456.515625 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85456.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85458.664062 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -85458.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85459.851562 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -85459.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85460.109375 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -85460.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85460.523438 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -85460.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85460.648438 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -85460.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85460.648438 Penalty: 666.708374
	Iteration 31F: 3 clusters Score -85460.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Entering Unmasked Estep 
Score: -474772.093750 Penalty: 411.218597
	Iteration 0F: 2 clusters Score -474772.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -469242.093750 Penalty: 822.437195
	Iteration 0F: 3 clusters Score -469242.1 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -471725.812500 Penalty: 822.437195
	Iteration 1F: 3 clusters Score -471725.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -472085.281250 Penalty: 822.437195
	Iteration 2F: 3 clusters Score -472085.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -472463.218750 Penalty: 822.437195
	Iteration 3F: 3 clusters Score -472463.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -472836.812500 Penalty: 822.437195
	Iteration 4F: 3 clusters Score -472836.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -473168.343750 Penalty: 822.437195
	Iteration 5F: 3 clusters Score -473168.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -473381.562500 Penalty: 822.437195
	Iteration 6Q: 3 clusters Score -473381.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -473515.906250 Penalty: 822.437195
	Iteration 7Q: 3 clusters Score -473515.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -473612.468750 Penalty: 822.437195
	Iteration 8Q: 3 clusters Score -473612.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -473670.781250 Penalty: 822.437195
	Iteration 9Q: 3 clusters Score -473670.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -473705.687500 Penalty: 822.437195
	Iteration 10Q: 3 clusters Score -473705.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -473728.125000 Penalty: 822.437195
	Iteration 11Q: 3 clusters Score -473728.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -473751.750000 Penalty: 822.437195
	Iteration 12Q: 3 clusters Score -473751.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -473769.406250 Penalty: 822.437195
	Iteration 13Q: 3 clusters Score -473769.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -473789.562500 Penalty: 822.437195
	Iteration 14Q: 3 clusters Score -473789.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -473808.625000 Penalty: 822.437195
	Iteration 15Q: 3 clusters Score -473808.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -473824.312500 Penalty: 822.437195
	Iteration 16Q: 3 clusters Score -473824.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -473838.406250 Penalty: 822.437195
	Iteration 17Q: 3 clusters Score -473838.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -473847.781250 Penalty: 822.437195
	Iteration 18Q: 3 clusters Score -473847.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -473853.312500 Penalty: 822.437195
	Iteration 19Q: 3 clusters Score -473853.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -473856.750000 Penalty: 822.437195
	Iteration 20F: 3 clusters Score -473856.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -473859.750000 Penalty: 822.437195
	Iteration 21Q: 3 clusters Score -473859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -473861.031250 Penalty: 822.437195
	Iteration 22Q: 3 clusters Score -473861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -473861.593750 Penalty: 822.437195
	Iteration 23Q: 3 clusters Score -473861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -473863.031250 Penalty: 822.437195
	Iteration 24Q: 3 clusters Score -473863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -473862.750000 Penalty: 822.437195
	Iteration 25Q: 3 clusters Score -473862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -473864.375000 Penalty: 822.437195
	Iteration 26Q: 3 clusters Score -473864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -473864.843750 Penalty: 822.437195
	Iteration 27Q: 3 clusters Score -473864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -473865.531250 Penalty: 822.437195
	Iteration 28Q: 3 clusters Score -473865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -473866.000000 Penalty: 822.437195
	Iteration 29Q: 3 clusters Score -473866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -473866.218750 Penalty: 822.437195
	Iteration 30Q: 3 clusters Score -473866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -473866.781250 Penalty: 822.437195
	Iteration 31Q: 3 clusters Score -473866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -473867.093750 Penalty: 822.437195
	Iteration 32Q: 3 clusters Score -473867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -473869.125000 Penalty: 822.437195
	Iteration 33Q: 3 clusters Score -473869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -473868.406250 Penalty: 822.437195
	Iteration 34Q: 3 clusters Score -473868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -473869.343750 Penalty: 822.437195
	Iteration 35Q: 3 clusters Score -473869.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -473869.406250 Penalty: 822.437195
	Iteration 36Q: 3 clusters Score -473869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -473870.281250 Penalty: 822.437195
	Iteration 37Q: 3 clusters Score -473870.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -473871.250000 Penalty: 822.437195
	Iteration 38Q: 3 clusters Score -473871.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -473872.750000 Penalty: 822.437195
	Iteration 39Q: 3 clusters Score -473872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -473872.093750 Penalty: 822.437195
	Iteration 40F: 3 clusters Score -473872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -473873.312500 Penalty: 822.437195
	Iteration 41Q: 3 clusters Score -473873.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -473874.468750 Penalty: 822.437195
	Iteration 42Q: 3 clusters Score -473874.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -473876.406250 Penalty: 822.437195
	Iteration 43Q: 3 clusters Score -473876.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -473879.218750 Penalty: 822.437195
	Iteration 44Q: 3 clusters Score -473879.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -473880.781250 Penalty: 822.437195
	Iteration 45Q: 3 clusters Score -473880.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -473883.875000 Penalty: 822.437195
	Iteration 46Q: 3 clusters Score -473883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -473884.062500 Penalty: 822.437195
	Iteration 47Q: 3 clusters Score -473884.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -473884.093750 Penalty: 822.437195
	Iteration 48Q: 3 clusters Score -473884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -473884.468750 Penalty: 822.437195
	Iteration 49Q: 3 clusters Score -473884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -473885.062500 Penalty: 822.437195
	Iteration 50Q: 3 clusters Score -473885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -473886.312500 Penalty: 822.437195
	Iteration 51Q: 3 clusters Score -473886.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -473887.812500 Penalty: 822.437195
	Iteration 52Q: 3 clusters Score -473887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -473886.718750 Penalty: 822.437195
	Iteration 53Q: 3 clusters Score -473886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -473887.656250 Penalty: 822.437195
	Iteration 54Q: 3 clusters Score -473887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -473887.343750 Penalty: 822.437195
	Iteration 55Q: 3 clusters Score -473887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -473890.000000 Penalty: 822.437195
	Iteration 56Q: 3 clusters Score -473890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -473889.156250 Penalty: 822.437195
	Iteration 57Q: 3 clusters Score -473889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -473889.750000 Penalty: 822.437195
	Iteration 58Q: 3 clusters Score -473889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -473889.812500 Penalty: 822.437195
	Iteration 59Q: 3 clusters Score -473889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -473889.875000 Penalty: 822.437195
	Iteration 60F: 3 clusters Score -473889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -473889.406250 Penalty: 822.437195
	Iteration 61Q: 3 clusters Score -473889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -473889.843750 Penalty: 822.437195
	Iteration 62Q: 3 clusters Score -473889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -473889.843750 Penalty: 822.437195
	Iteration 63F: 3 clusters Score -473889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -288016.656250 Penalty: 386.927704
	Iteration 0F: 2 clusters Score -288016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -284662.031250 Penalty: 773.855408
	Iteration 0F: 3 clusters Score -284662 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -285932.718750 Penalty: 773.855408
	Iteration 1F: 3 clusters Score -285932.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -286165.125000 Penalty: 773.855408
	Iteration 2F: 3 clusters Score -286165.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286458.062500 Penalty: 773.855408
	Iteration 3F: 3 clusters Score -286458.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -286786.656250 Penalty: 773.855408
	Iteration 4F: 3 clusters Score -286786.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -287159.812500 Penalty: 773.855408
	Iteration 5F: 3 clusters Score -287159.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -287437.937500 Penalty: 773.855408
	Iteration 6F: 3 clusters Score -287437.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -287598.625000 Penalty: 773.855408
	Iteration 7Q: 3 clusters Score -287598.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -287674.843750 Penalty: 773.855408
	Iteration 8Q: 3 clusters Score -287674.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -287700.312500 Penalty: 773.855408
	Iteration 9Q: 3 clusters Score -287700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -287708.500000 Penalty: 773.855408
	Iteration 10Q: 3 clusters Score -287708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -287714.218750 Penalty: 773.855408
	Iteration 11Q: 3 clusters Score -287714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -287721.406250 Penalty: 773.855408
	Iteration 12Q: 3 clusters Score -287721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -287723.375000 Penalty: 773.855408
	Iteration 13Q: 3 clusters Score -287723.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -287724.312500 Penalty: 773.855408
	Iteration 14Q: 3 clusters Score -287724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -287724.312500 Penalty: 773.855408
	Iteration 15F: 3 clusters Score -287724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -226651.156250 Penalty: 378.000610
	Iteration 0F: 2 clusters Score -226651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -223888.953125 Penalty: 756.001221
	Iteration 0F: 3 clusters Score -223889 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -224939.125000 Penalty: 756.001221
	Iteration 1F: 3 clusters Score -224939.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -225096.828125 Penalty: 756.001221
	Iteration 2F: 3 clusters Score -225096.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -225224.453125 Penalty: 756.001221
	Iteration 3F: 3 clusters Score -225224.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -225363.312500 Penalty: 756.001221
	Iteration 4F: 3 clusters Score -225363.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -225511.218750 Penalty: 756.001221
	Iteration 5F: 3 clusters Score -225511.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -225658.625000 Penalty: 756.001221
	Iteration 6F: 3 clusters Score -225658.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -225797.531250 Penalty: 756.001221
	Iteration 7Q: 3 clusters Score -225797.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -225882.921875 Penalty: 756.001221
	Iteration 8Q: 3 clusters Score -225882.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -225937.187500 Penalty: 756.001221
	Iteration 9Q: 3 clusters Score -225937.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -225974.140625 Penalty: 756.001221
	Iteration 10Q: 3 clusters Score -225974.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -226004.187500 Penalty: 756.001221
	Iteration 11Q: 3 clusters Score -226004.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -226025.578125 Penalty: 756.001221
	Iteration 12Q: 3 clusters Score -226025.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -226041.703125 Penalty: 756.001221
	Iteration 13Q: 3 clusters Score -226041.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -226056.000000 Penalty: 756.001221
	Iteration 14Q: 3 clusters Score -226056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -226067.937500 Penalty: 756.001221
	Iteration 15Q: 3 clusters Score -226067.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -226078.187500 Penalty: 756.001221
	Iteration 16Q: 3 clusters Score -226078.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -226083.843750 Penalty: 756.001221
	Iteration 17Q: 3 clusters Score -226083.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -226089.234375 Penalty: 756.001221
	Iteration 18Q: 3 clusters Score -226089.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -226092.843750 Penalty: 756.001221
	Iteration 19Q: 3 clusters Score -226092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -226095.640625 Penalty: 756.001221
	Iteration 20F: 3 clusters Score -226095.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -226098.562500 Penalty: 756.001221
	Iteration 21Q: 3 clusters Score -226098.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -226102.000000 Penalty: 756.001221
	Iteration 22Q: 3 clusters Score -226102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -226105.953125 Penalty: 756.001221
	Iteration 23Q: 3 clusters Score -226106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -226108.750000 Penalty: 756.001221
	Iteration 24Q: 3 clusters Score -226108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -226110.593750 Penalty: 756.001221
	Iteration 25Q: 3 clusters Score -226110.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -226112.031250 Penalty: 756.001221
	Iteration 26Q: 3 clusters Score -226112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -226114.265625 Penalty: 756.001221
	Iteration 27Q: 3 clusters Score -226114.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -226116.921875 Penalty: 756.001221
	Iteration 28Q: 3 clusters Score -226116.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -226120.609375 Penalty: 756.001221
	Iteration 29Q: 3 clusters Score -226120.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -226122.687500 Penalty: 756.001221
	Iteration 30Q: 3 clusters Score -226122.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -226123.453125 Penalty: 756.001221
	Iteration 31Q: 3 clusters Score -226123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -226124.156250 Penalty: 756.001221
	Iteration 32Q: 3 clusters Score -226124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -226124.312500 Penalty: 756.001221
	Iteration 33Q: 3 clusters Score -226124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -226124.234375 Penalty: 756.001221
	Iteration 34Q: 3 clusters Score -226124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -226124.531250 Penalty: 756.001221
	Iteration 35Q: 3 clusters Score -226124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -226124.531250 Penalty: 756.001221
	Iteration 36F: 3 clusters Score -226124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -84401.156250 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -84401.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -83190.835938 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -83190.84 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -83648.664062 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -83648.66 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -83799.828125 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -83799.83 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -83909.945312 Penalty: 673.010620
	Iteration 3F: 3 clusters Score -83909.95 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -84003.789062 Penalty: 673.010620
	Iteration 4F: 3 clusters Score -84003.79 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -84060.890625 Penalty: 673.010620
	Iteration 5F: 3 clusters Score -84060.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84104.781250 Penalty: 673.010620
	Iteration 6Q: 3 clusters Score -84104.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84134.656250 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -84134.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84157.007812 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -84157.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -84185.039062 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -84185.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -84202.343750 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -84202.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84215.828125 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -84215.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84227.085938 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -84227.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84238.539062 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -84238.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84250.078125 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -84250.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84258.226562 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -84258.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84265.273438 Penalty: 673.010620
	Iteration 16Q: 3 clusters Score -84265.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84271.898438 Penalty: 673.010620
	Iteration 17Q: 3 clusters Score -84271.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84279.664062 Penalty: 673.010620
	Iteration 18Q: 3 clusters Score -84279.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84286.328125 Penalty: 673.010620
	Iteration 19Q: 3 clusters Score -84286.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84291.906250 Penalty: 673.010620
	Iteration 20F: 3 clusters Score -84291.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84295.914062 Penalty: 673.010620
	Iteration 21Q: 3 clusters Score -84295.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84297.796875 Penalty: 673.010620
	Iteration 22Q: 3 clusters Score -84297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84308.242188 Penalty: 673.010620
	Iteration 23Q: 3 clusters Score -84308.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84312.429688 Penalty: 673.010620
	Iteration 24Q: 3 clusters Score -84312.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84319.039062 Penalty: 673.010620
	Iteration 25Q: 3 clusters Score -84319.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84327.226562 Penalty: 673.010620
	Iteration 26Q: 3 clusters Score -84327.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84334.750000 Penalty: 673.010620
	Iteration 27Q: 3 clusters Score -84334.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84339.078125 Penalty: 673.010620
	Iteration 28Q: 3 clusters Score -84339.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84340.804688 Penalty: 673.010620
	Iteration 29Q: 3 clusters Score -84340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84342.570312 Penalty: 673.010620
	Iteration 30Q: 3 clusters Score -84342.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84343.015625 Penalty: 673.010620
	Iteration 31Q: 3 clusters Score -84343.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84343.140625 Penalty: 673.010620
	Iteration 32Q: 3 clusters Score -84343.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84343.140625 Penalty: 673.010620
	Iteration 33F: 3 clusters Score -84343.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -510377.343750 Penalty: 412.419159
	Iteration 0F: 2 clusters Score -510377.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -504620.375000 Penalty: 824.838318
	Iteration 0F: 3 clusters Score -504620.4 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -506915.312500 Penalty: 824.838318
	Iteration 1F: 3 clusters Score -506915.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -507061.062500 Penalty: 824.838318
	Iteration 2Q: 3 clusters Score -507061.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -507203.531250 Penalty: 824.838318
	Iteration 3Q: 3 clusters Score -507203.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -507372.156250 Penalty: 824.838318
	Iteration 4Q: 3 clusters Score -507372.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -507646.468750 Penalty: 824.838318
	Iteration 5F: 3 clusters Score -507646.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -508081.437500 Penalty: 824.838318
	Iteration 6F: 3 clusters Score -508081.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -508559.468750 Penalty: 824.838318
	Iteration 7F: 3 clusters Score -508559.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -508833.843750 Penalty: 824.838318
	Iteration 8Q: 3 clusters Score -508833.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -508946.593750 Penalty: 824.838318
	Iteration 9Q: 3 clusters Score -508946.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -509006.875000 Penalty: 824.838318
	Iteration 10Q: 3 clusters Score -509006.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -509038.593750 Penalty: 824.838318
	Iteration 11Q: 3 clusters Score -509038.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -509065.843750 Penalty: 824.838318
	Iteration 12Q: 3 clusters Score -509065.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -509095.281250 Penalty: 824.838318
	Iteration 13Q: 3 clusters Score -509095.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -509126.437500 Penalty: 824.838318
	Iteration 14Q: 3 clusters Score -509126.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -509158.406250 Penalty: 824.838318
	Iteration 15Q: 3 clusters Score -509158.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -509197.125000 Penalty: 824.838318
	Iteration 16Q: 3 clusters Score -509197.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -509244.156250 Penalty: 824.838318
	Iteration 17Q: 3 clusters Score -509244.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -509298.625000 Penalty: 824.838318
	Iteration 18Q: 3 clusters Score -509298.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -509345.281250 Penalty: 824.838318
	Iteration 19Q: 3 clusters Score -509345.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -509387.281250 Penalty: 824.838318
	Iteration 20F: 3 clusters Score -509387.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -509439.781250 Penalty: 824.838318
	Iteration 21Q: 3 clusters Score -509439.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -509510.875000 Penalty: 824.838318
	Iteration 22Q: 3 clusters Score -509510.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -509572.812500 Penalty: 824.838318
	Iteration 23Q: 3 clusters Score -509572.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -509624.687500 Penalty: 824.838318
	Iteration 24Q: 3 clusters Score -509624.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -509669.906250 Penalty: 824.838318
	Iteration 25Q: 3 clusters Score -509669.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -509711.218750 Penalty: 824.838318
	Iteration 26Q: 3 clusters Score -509711.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -509748.656250 Penalty: 824.838318
	Iteration 27Q: 3 clusters Score -509748.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -509783.500000 Penalty: 824.838318
	Iteration 28Q: 3 clusters Score -509783.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -509818.812500 Penalty: 824.838318
	Iteration 29Q: 3 clusters Score -509818.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -509854.468750 Penalty: 824.838318
	Iteration 30Q: 3 clusters Score -509854.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -509883.906250 Penalty: 824.838318
	Iteration 31Q: 3 clusters Score -509883.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -509902.031250 Penalty: 824.838318
	Iteration 32Q: 3 clusters Score -509902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -509925.375000 Penalty: 824.838318
	Iteration 33Q: 3 clusters Score -509925.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -509943.000000 Penalty: 824.838318
	Iteration 34Q: 3 clusters Score -509943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -509954.093750 Penalty: 824.838318
	Iteration 35Q: 3 clusters Score -509954.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -509965.000000 Penalty: 824.838318
	Iteration 36Q: 3 clusters Score -509965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -509970.781250 Penalty: 824.838318
	Iteration 37Q: 3 clusters Score -509970.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -509975.343750 Penalty: 824.838318
	Iteration 38Q: 3 clusters Score -509975.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -509980.343750 Penalty: 824.838318
	Iteration 39Q: 3 clusters Score -509980.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -509987.468750 Penalty: 824.838318
	Iteration 40F: 3 clusters Score -509987.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -509990.531250 Penalty: 824.838318
	Iteration 41Q: 3 clusters Score -509990.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -509994.343750 Penalty: 824.838318
	Iteration 42Q: 3 clusters Score -509994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -509998.250000 Penalty: 824.838318
	Iteration 43Q: 3 clusters Score -509998.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -510000.062500 Penalty: 824.838318
	Iteration 44Q: 3 clusters Score -510000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -510002.500000 Penalty: 824.838318
	Iteration 45Q: 3 clusters Score -510002.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -510006.906250 Penalty: 824.838318
	Iteration 46Q: 3 clusters Score -510006.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -510009.781250 Penalty: 824.838318
	Iteration 47Q: 3 clusters Score -510009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -510013.156250 Penalty: 824.838318
	Iteration 48Q: 3 clusters Score -510013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -510013.781250 Penalty: 824.838318
	Iteration 49Q: 3 clusters Score -510013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -510014.031250 Penalty: 824.838318
	Iteration 50Q: 3 clusters Score -510014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -510014.906250 Penalty: 824.838318
	Iteration 51Q: 3 clusters Score -510014.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -510016.750000 Penalty: 824.838318
	Iteration 52Q: 3 clusters Score -510016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -510017.062500 Penalty: 824.838318
	Iteration 53Q: 3 clusters Score -510017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -510018.375000 Penalty: 824.838318
	Iteration 54Q: 3 clusters Score -510018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -510020.375000 Penalty: 824.838318
	Iteration 55Q: 3 clusters Score -510020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -510024.812500 Penalty: 824.838318
	Iteration 56Q: 3 clusters Score -510024.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -510027.593750 Penalty: 824.838318
	Iteration 57Q: 3 clusters Score -510027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -510029.031250 Penalty: 824.838318
	Iteration 58Q: 3 clusters Score -510029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -510030.218750 Penalty: 824.838318
	Iteration 59Q: 3 clusters Score -510030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -510030.187500 Penalty: 824.838318
	Iteration 60F: 3 clusters Score -510030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -510031.156250 Penalty: 824.838318
	Iteration 61Q: 3 clusters Score -510031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -510031.750000 Penalty: 824.838318
	Iteration 62Q: 3 clusters Score -510031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -510031.750000 Penalty: 824.838318
	Iteration 63F: 3 clusters Score -510031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -97637.359375 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -97637.36 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 920 members 
Entering Unmasked Estep 
Score: -96277.273438 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -96277.27 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -96855.601562 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -96855.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -97040.789062 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -97040.79 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -97164.187500 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -97164.19 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97263.664062 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -97263.66 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97342.890625 Penalty: 686.293152
	Iteration 5F: 3 clusters Score -97342.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97420.484375 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -97420.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97476.781250 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -97476.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97509.281250 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -97509.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97525.601562 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -97525.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -97543.515625 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -97543.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97558.523438 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -97558.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97568.781250 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -97568.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97576.015625 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -97576.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97588.945312 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -97588.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -97595.273438 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -97595.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97604.726562 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -97604.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97610.789062 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -97610.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -97612.937500 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -97612.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -97613.187500 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -97613.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97615.320312 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -97615.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97615.492188 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -97615.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97615.492188 Penalty: 686.293152
	Iteration 22F: 3 clusters Score -97615.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 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 878 members 
Entering Unmasked Estep 
Score: -97051.320312 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97051.32 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97482.000000 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -97559.671875 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97559.67 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -97642.445312 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97642.45 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -97720.609375 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97720.61 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97781.578125 Penalty: 680.307434
	Iteration 5F: 3 clusters Score -97781.58 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -97857.960938 Penalty: 680.307434
	Iteration 6F: 3 clusters Score -97857.96 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -97929.476562 Penalty: 680.307434
	Iteration 7F: 3 clusters Score -97929.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -97991.226562 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -97991.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -98040.125000 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -98040.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -98069.492188 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -98069.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98087.976562 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98087.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -98107.062500 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98107.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -98119.695312 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98119.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -98129.148438 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98129.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -98134.171875 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -98134.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -98137.359375 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -98137.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -98143.406250 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -98143.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -98146.156250 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -98146.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -98149.273438 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -98149.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -98152.125000 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -98152.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -98157.273438 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -98157.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -98161.937500 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -98161.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -98166.671875 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -98166.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -98168.406250 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -98168.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -98169.390625 Penalty: 680.307434
	Iteration 25Q: 3 clusters Score -98169.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -98170.210938 Penalty: 680.307434
	Iteration 26Q: 3 clusters Score -98170.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -98171.601562 Penalty: 680.307434
	Iteration 27Q: 3 clusters Score -98171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -98172.460938 Penalty: 680.307434
	Iteration 28Q: 3 clusters Score -98172.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -98173.281250 Penalty: 680.307434
	Iteration 29Q: 3 clusters Score -98173.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -98173.796875 Penalty: 680.307434
	Iteration 30Q: 3 clusters Score -98173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -98173.882812 Penalty: 680.307434
	Iteration 31Q: 3 clusters Score -98173.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -98173.882812 Penalty: 680.307434
	Iteration 32F: 3 clusters Score -98173.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -391619.656250 Penalty: 403.939911
	Iteration 0F: 2 clusters Score -391619.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -386911.625000 Penalty: 807.879822
	Iteration 0F: 3 clusters Score -386911.6 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -388881.531250 Penalty: 807.879822
	Iteration 1F: 3 clusters Score -388881.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -389127.343750 Penalty: 807.879822
	Iteration 2F: 3 clusters Score -389127.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -389383.531250 Penalty: 807.879822
	Iteration 3F: 3 clusters Score -389383.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -389699.906250 Penalty: 807.879822
	Iteration 4F: 3 clusters Score -389699.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -390023.281250 Penalty: 807.879822
	Iteration 5F: 3 clusters Score -390023.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -390244.406250 Penalty: 807.879822
	Iteration 6F: 3 clusters Score -390244.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -390379.906250 Penalty: 807.879822
	Iteration 7Q: 3 clusters Score -390379.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -390450.843750 Penalty: 807.879822
	Iteration 8Q: 3 clusters Score -390450.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -390500.531250 Penalty: 807.879822
	Iteration 9Q: 3 clusters Score -390500.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -390536.062500 Penalty: 807.879822
	Iteration 10Q: 3 clusters Score -390536.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -390568.875000 Penalty: 807.879822
	Iteration 11Q: 3 clusters Score -390568.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -390595.125000 Penalty: 807.879822
	Iteration 12Q: 3 clusters Score -390595.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -390624.062500 Penalty: 807.879822
	Iteration 13Q: 3 clusters Score -390624.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -390653.375000 Penalty: 807.879822
	Iteration 14Q: 3 clusters Score -390653.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -390685.468750 Penalty: 807.879822
	Iteration 15Q: 3 clusters Score -390685.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -390712.093750 Penalty: 807.879822
	Iteration 16Q: 3 clusters Score -390712.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -390739.750000 Penalty: 807.879822
	Iteration 17Q: 3 clusters Score -390739.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -390789.687500 Penalty: 807.879822
	Iteration 18Q: 3 clusters Score -390789.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -390846.406250 Penalty: 807.879822
	Iteration 19Q: 3 clusters Score -390846.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -390916.687500 Penalty: 807.879822
	Iteration 20F: 3 clusters Score -390916.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -390997.562500 Penalty: 807.879822
	Iteration 21Q: 3 clusters Score -390997.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -391073.312500 Penalty: 807.879822
	Iteration 22Q: 3 clusters Score -391073.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -391159.218750 Penalty: 807.879822
	Iteration 23Q: 3 clusters Score -391159.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -391248.781250 Penalty: 807.879822
	Iteration 24Q: 3 clusters Score -391248.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -391321.812500 Penalty: 807.879822
	Iteration 25Q: 3 clusters Score -391321.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -391384.093750 Penalty: 807.879822
	Iteration 26Q: 3 clusters Score -391384.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -391448.781250 Penalty: 807.879822
	Iteration 27Q: 3 clusters Score -391448.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -391526.187500 Penalty: 807.879822
	Iteration 28Q: 3 clusters Score -391526.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -391570.593750 Penalty: 807.879822
	Iteration 29Q: 3 clusters Score -391570.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -391592.437500 Penalty: 807.879822
	Iteration 30Q: 3 clusters Score -391592.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -391601.625000 Penalty: 807.879822
	Iteration 31Q: 3 clusters Score -391601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -391604.843750 Penalty: 807.879822
	Iteration 32Q: 3 clusters Score -391604.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -391609.218750 Penalty: 807.879822
	Iteration 33Q: 3 clusters Score -391609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -391610.406250 Penalty: 807.879822
	Iteration 34Q: 3 clusters Score -391610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -391612.218750 Penalty: 807.879822
	Iteration 35Q: 3 clusters Score -391612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -391613.281250 Penalty: 807.879822
	Iteration 36Q: 3 clusters Score -391613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -391615.687500 Penalty: 807.879822
	Iteration 37Q: 3 clusters Score -391615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -391616.375000 Penalty: 807.879822
	Iteration 38Q: 3 clusters Score -391616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -391615.937500 Penalty: 807.879822
	Iteration 39Q: 3 clusters Score -391615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -391615.937500 Penalty: 807.879822
	Iteration 40F: 3 clusters Score -391615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -78373.054688 Penalty: 327.175781
	Iteration 0F: 2 clusters Score -78373.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -77352.398438 Penalty: 654.351562
	Iteration 0F: 3 clusters Score -77352.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77603.046875 Penalty: 654.351562
	Iteration 1F: 3 clusters Score -77603.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -77678.914062 Penalty: 654.351562
	Iteration 2F: 3 clusters Score -77678.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77770.804688 Penalty: 654.351562
	Iteration 3F: 3 clusters Score -77770.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77871.906250 Penalty: 654.351562
	Iteration 4F: 3 clusters Score -77871.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77997.406250 Penalty: 654.351562
	Iteration 5F: 3 clusters Score -77997.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78101.218750 Penalty: 654.351562
	Iteration 6F: 3 clusters Score -78101.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78156.742188 Penalty: 654.351562
	Iteration 7F: 3 clusters Score -78156.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78194.343750 Penalty: 654.351562
	Iteration 8Q: 3 clusters Score -78194.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78218.281250 Penalty: 654.351562
	Iteration 9Q: 3 clusters Score -78218.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78233.156250 Penalty: 654.351562
	Iteration 10Q: 3 clusters Score -78233.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78242.367188 Penalty: 654.351562
	Iteration 11Q: 3 clusters Score -78242.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78247.687500 Penalty: 654.351562
	Iteration 12Q: 3 clusters Score -78247.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78259.421875 Penalty: 654.351562
	Iteration 13Q: 3 clusters Score -78259.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78265.351562 Penalty: 654.351562
	Iteration 14Q: 3 clusters Score -78265.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78268.218750 Penalty: 654.351562
	Iteration 15Q: 3 clusters Score -78268.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78270.296875 Penalty: 654.351562
	Iteration 16Q: 3 clusters Score -78270.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78271.359375 Penalty: 654.351562
	Iteration 17Q: 3 clusters Score -78271.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78272.921875 Penalty: 654.351562
	Iteration 18Q: 3 clusters Score -78272.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78274.210938 Penalty: 654.351562
	Iteration 19Q: 3 clusters Score -78274.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78277.312500 Penalty: 654.351562
	Iteration 20F: 3 clusters Score -78277.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78280.664062 Penalty: 654.351562
	Iteration 21Q: 3 clusters Score -78280.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78283.085938 Penalty: 654.351562
	Iteration 22Q: 3 clusters Score -78283.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78285.523438 Penalty: 654.351562
	Iteration 23Q: 3 clusters Score -78285.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78285.914062 Penalty: 654.351562
	Iteration 24Q: 3 clusters Score -78285.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78286.296875 Penalty: 654.351562
	Iteration 25Q: 3 clusters Score -78286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78286.296875 Penalty: 654.351562
	Iteration 26F: 3 clusters Score -78286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Entering Unmasked Estep 
Score: -1432970.750000 Penalty: 461.646698
	Iteration 0F: 2 clusters Score -1432971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1415907.625000 Penalty: 923.293396
	Iteration 0F: 3 clusters Score -1415908 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1423207.250000 Penalty: 923.293396
	Iteration 1F: 3 clusters Score -1423207 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1423611.375000 Penalty: 923.293396
	Iteration 2Q: 3 clusters Score -1423611 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1424094.750000 Penalty: 923.293396
	Iteration 3Q: 3 clusters Score -1424095 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1424735.875000 Penalty: 923.293396
	Iteration 4F: 3 clusters Score -1424736 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1425595.250000 Penalty: 923.293396
	Iteration 5F: 3 clusters Score -1425595 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1426771.250000 Penalty: 923.293396
	Iteration 6F: 3 clusters Score -1426771 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -1428236.625000 Penalty: 923.293396
	Iteration 7F: 3 clusters Score -1428237 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -1429529.125000 Penalty: 923.293396
	Iteration 8F: 3 clusters Score -1429529 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -1430522.000000 Penalty: 923.293396
	Iteration 9Q: 3 clusters Score -1430522 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -1431173.000000 Penalty: 923.293396
	Iteration 10Q: 3 clusters Score -1431173 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -1431612.625000 Penalty: 923.293396
	Iteration 11Q: 3 clusters Score -1431613 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -1431910.750000 Penalty: 923.293396
	Iteration 12Q: 3 clusters Score -1431911 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -1432165.375000 Penalty: 923.293396
	Iteration 13Q: 3 clusters Score -1432165 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -1432330.125000 Penalty: 923.293396
	Iteration 14Q: 3 clusters Score -1432330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -1432409.500000 Penalty: 923.293396
	Iteration 15Q: 3 clusters Score -1432410 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -1432465.125000 Penalty: 923.293396
	Iteration 16Q: 3 clusters Score -1432465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1432502.625000 Penalty: 923.293396
	Iteration 17Q: 3 clusters Score -1432503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -1432526.625000 Penalty: 923.293396
	Iteration 18Q: 3 clusters Score -1432527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -1432552.250000 Penalty: 923.293396
	Iteration 19Q: 3 clusters Score -1432552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -1432569.000000 Penalty: 923.293396
	Iteration 20F: 3 clusters Score -1432569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -1432579.250000 Penalty: 923.293396
	Iteration 21Q: 3 clusters Score -1432579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -1432582.250000 Penalty: 923.293396
	Iteration 22Q: 3 clusters Score -1432582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -1432584.125000 Penalty: 923.293396
	Iteration 23Q: 3 clusters Score -1432584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -1432586.250000 Penalty: 923.293396
	Iteration 24Q: 3 clusters Score -1432586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -1432593.750000 Penalty: 923.293396
	Iteration 25Q: 3 clusters Score -1432594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -1432592.750000 Penalty: 923.293396
	Iteration 26Q: 3 clusters Score -1432593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -1432593.750000 Penalty: 923.293396
	Iteration 27Q: 3 clusters Score -1432594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1432596.000000 Penalty: 923.293396
	Iteration 28Q: 3 clusters Score -1432596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1432598.750000 Penalty: 923.293396
	Iteration 29Q: 3 clusters Score -1432599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -1432599.375000 Penalty: 923.293396
	Iteration 30Q: 3 clusters Score -1432599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -1432603.625000 Penalty: 923.293396
	Iteration 31Q: 3 clusters Score -1432604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -1432608.000000 Penalty: 923.293396
	Iteration 32Q: 3 clusters Score -1432608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -1432607.750000 Penalty: 923.293396
	Iteration 33Q: 3 clusters Score -1432608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -1432607.750000 Penalty: 923.293396
	Iteration 34F: 3 clusters Score -1432608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6095.532227 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6095.532 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 67 members 
Entering Unmasked Estep 
Score: -5911.090332 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5911.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6057.514648 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6057.515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6109.416992 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6109.417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6122.421875 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6122.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6137.726074 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6137.726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6148.335449 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6148.335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6153.585938 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6153.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6153.585938 Penalty: 448.380096
	Iteration 7F: 3 clusters Score -6153.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 4934 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7171 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25491 members 
Mstep: Class 12 contains 105 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172358 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127633 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 33 members 
Entering Unmasked Estep 
Score: -23054244.000000 Penalty: 17048.580078
Splitting cluster 12 changes total score from -23054554.000000 to -23054244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Entering Unmasked Estep 
Score: -994052.125000 Penalty: 439.747772
	Iteration 0F: 2 clusters Score -994052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -983597.625000 Penalty: 879.495544
	Iteration 0F: 3 clusters Score -983597.6 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -987801.500000 Penalty: 879.495544
	Iteration 1F: 3 clusters Score -987801.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -988024.125000 Penalty: 879.495544
	Iteration 2Q: 3 clusters Score -988024.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -988273.437500 Penalty: 879.495544
	Iteration 3Q: 3 clusters Score -988273.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -988598.625000 Penalty: 879.495544
	Iteration 4Q: 3 clusters Score -988598.6 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -989076.562500 Penalty: 879.495544
	Iteration 5F: 3 clusters Score -989076.6 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -989753.437500 Penalty: 879.495544
	Iteration 6F: 3 clusters Score -989753.4 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -990668.937500 Penalty: 879.495544
	Iteration 7F: 3 clusters Score -990668.9 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -991464.500000 Penalty: 879.495544
	Iteration 8F: 3 clusters Score -991464.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -991846.375000 Penalty: 879.495544
	Iteration 9Q: 3 clusters Score -991846.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -992027.625000 Penalty: 879.495544
	Iteration 10Q: 3 clusters Score -992027.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -992153.875000 Penalty: 879.495544
	Iteration 11Q: 3 clusters Score -992153.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -992249.062500 Penalty: 879.495544
	Iteration 12Q: 3 clusters Score -992249.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -992330.000000 Penalty: 879.495544
	Iteration 13Q: 3 clusters Score -992330 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -992414.437500 Penalty: 879.495544
	Iteration 14Q: 3 clusters Score -992414.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -992508.250000 Penalty: 879.495544
	Iteration 15Q: 3 clusters Score -992508.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -992600.125000 Penalty: 879.495544
	Iteration 16Q: 3 clusters Score -992600.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -992678.312500 Penalty: 879.495544
	Iteration 17Q: 3 clusters Score -992678.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -992743.437500 Penalty: 879.495544
	Iteration 18Q: 3 clusters Score -992743.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -992804.375000 Penalty: 879.495544
	Iteration 19Q: 3 clusters Score -992804.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -992844.562500 Penalty: 879.495544
	Iteration 20F: 3 clusters Score -992844.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -992898.375000 Penalty: 879.495544
	Iteration 21Q: 3 clusters Score -992898.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -992949.437500 Penalty: 879.495544
	Iteration 22Q: 3 clusters Score -992949.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -992990.375000 Penalty: 879.495544
	Iteration 23Q: 3 clusters Score -992990.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -993023.875000 Penalty: 879.495544
	Iteration 24Q: 3 clusters Score -993023.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -993062.062500 Penalty: 879.495544
	Iteration 25Q: 3 clusters Score -993062.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -993094.375000 Penalty: 879.495544
	Iteration 26Q: 3 clusters Score -993094.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -993123.375000 Penalty: 879.495544
	Iteration 27Q: 3 clusters Score -993123.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -993142.437500 Penalty: 879.495544
	Iteration 28Q: 3 clusters Score -993142.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -993159.187500 Penalty: 879.495544
	Iteration 29Q: 3 clusters Score -993159.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -993174.062500 Penalty: 879.495544
	Iteration 30Q: 3 clusters Score -993174.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -993186.062500 Penalty: 879.495544
	Iteration 31Q: 3 clusters Score -993186.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -993196.812500 Penalty: 879.495544
	Iteration 32Q: 3 clusters Score -993196.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -993214.687500 Penalty: 879.495544
	Iteration 33Q: 3 clusters Score -993214.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -993223.812500 Penalty: 879.495544
	Iteration 34Q: 3 clusters Score -993223.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -993236.750000 Penalty: 879.495544
	Iteration 35Q: 3 clusters Score -993236.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -993247.187500 Penalty: 879.495544
	Iteration 36Q: 3 clusters Score -993247.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -993257.187500 Penalty: 879.495544
	Iteration 37Q: 3 clusters Score -993257.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -993272.312500 Penalty: 879.495544
	Iteration 38Q: 3 clusters Score -993272.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -993286.875000 Penalty: 879.495544
	Iteration 39Q: 3 clusters Score -993286.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -993301.875000 Penalty: 879.495544
	Iteration 40F: 3 clusters Score -993301.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -993316.375000 Penalty: 879.495544
	Iteration 41Q: 3 clusters Score -993316.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -993339.500000 Penalty: 879.495544
	Iteration 42Q: 3 clusters Score -993339.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -993355.000000 Penalty: 879.495544
	Iteration 43Q: 3 clusters Score -993355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -993372.750000 Penalty: 879.495544
	Iteration 44Q: 3 clusters Score -993372.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -993391.937500 Penalty: 879.495544
	Iteration 45Q: 3 clusters Score -993391.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -993405.562500 Penalty: 879.495544
	Iteration 46Q: 3 clusters Score -993405.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -993418.250000 Penalty: 879.495544
	Iteration 47Q: 3 clusters Score -993418.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -993425.500000 Penalty: 879.495544
	Iteration 48Q: 3 clusters Score -993425.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -993433.687500 Penalty: 879.495544
	Iteration 49Q: 3 clusters Score -993433.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -993447.562500 Penalty: 879.495544
	Iteration 50Q: 3 clusters Score -993447.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -993453.500000 Penalty: 879.495544
	Iteration 51Q: 3 clusters Score -993453.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -993458.937500 Penalty: 879.495544
	Iteration 52Q: 3 clusters Score -993458.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -993467.562500 Penalty: 879.495544
	Iteration 53Q: 3 clusters Score -993467.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -993479.250000 Penalty: 879.495544
	Iteration 54Q: 3 clusters Score -993479.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -993480.312500 Penalty: 879.495544
	Iteration 55Q: 3 clusters Score -993480.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -993487.687500 Penalty: 879.495544
	Iteration 56Q: 3 clusters Score -993487.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -993497.375000 Penalty: 879.495544
	Iteration 57Q: 3 clusters Score -993497.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -993503.437500 Penalty: 879.495544
	Iteration 58Q: 3 clusters Score -993503.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -993513.187500 Penalty: 879.495544
	Iteration 59Q: 3 clusters Score -993513.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -993523.625000 Penalty: 879.495544
	Iteration 60F: 3 clusters Score -993523.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -993530.687500 Penalty: 879.495544
	Iteration 61Q: 3 clusters Score -993530.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -993540.125000 Penalty: 879.495544
	Iteration 62Q: 3 clusters Score -993540.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -993549.750000 Penalty: 879.495544
	Iteration 63Q: 3 clusters Score -993549.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -993563.687500 Penalty: 879.495544
	Iteration 64Q: 3 clusters Score -993563.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -993574.437500 Penalty: 879.495544
	Iteration 65Q: 3 clusters Score -993574.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -993583.375000 Penalty: 879.495544
	Iteration 66Q: 3 clusters Score -993583.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -993593.937500 Penalty: 879.495544
	Iteration 67Q: 3 clusters Score -993593.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -993602.500000 Penalty: 879.495544
	Iteration 68Q: 3 clusters Score -993602.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -993615.000000 Penalty: 879.495544
	Iteration 69Q: 3 clusters Score -993615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -993628.500000 Penalty: 879.495544
	Iteration 70Q: 3 clusters Score -993628.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -993641.937500 Penalty: 879.495544
	Iteration 71Q: 3 clusters Score -993641.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -993652.125000 Penalty: 879.495544
	Iteration 72Q: 3 clusters Score -993652.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -993665.000000 Penalty: 879.495544
	Iteration 73Q: 3 clusters Score -993665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -993676.500000 Penalty: 879.495544
	Iteration 74Q: 3 clusters Score -993676.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -993687.812500 Penalty: 879.495544
	Iteration 75Q: 3 clusters Score -993687.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -993696.437500 Penalty: 879.495544
	Iteration 76Q: 3 clusters Score -993696.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -993705.625000 Penalty: 879.495544
	Iteration 77Q: 3 clusters Score -993705.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -993708.687500 Penalty: 879.495544
	Iteration 78Q: 3 clusters Score -993708.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -993713.500000 Penalty: 879.495544
	Iteration 79Q: 3 clusters Score -993713.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -993717.000000 Penalty: 879.495544
	Iteration 80F: 3 clusters Score -993717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -993722.375000 Penalty: 879.495544
	Iteration 81Q: 3 clusters Score -993722.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -993727.375000 Penalty: 879.495544
	Iteration 82Q: 3 clusters Score -993727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -993729.000000 Penalty: 879.495544
	Iteration 83Q: 3 clusters Score -993729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -993731.000000 Penalty: 879.495544
	Iteration 84Q: 3 clusters Score -993731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -993734.375000 Penalty: 879.495544
	Iteration 85Q: 3 clusters Score -993734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -993735.875000 Penalty: 879.495544
	Iteration 86Q: 3 clusters Score -993735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -993736.187500 Penalty: 879.495544
	Iteration 87Q: 3 clusters Score -993736.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -993739.000000 Penalty: 879.495544
	Iteration 88Q: 3 clusters Score -993739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -993741.062500 Penalty: 879.495544
	Iteration 89Q: 3 clusters Score -993741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -993742.000000 Penalty: 879.495544
	Iteration 90Q: 3 clusters Score -993742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -993742.062500 Penalty: 879.495544
	Iteration 91Q: 3 clusters Score -993742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -993742.125000 Penalty: 879.495544
	Iteration 92Q: 3 clusters Score -993742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -993743.500000 Penalty: 879.495544
	Iteration 93Q: 3 clusters Score -993743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -993743.437500 Penalty: 879.495544
	Iteration 94Q: 3 clusters Score -993743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -993744.375000 Penalty: 879.495544
	Iteration 95Q: 3 clusters Score -993744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -993744.625000 Penalty: 879.495544
	Iteration 96Q: 3 clusters Score -993744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -993744.437500 Penalty: 879.495544
	Iteration 97Q: 3 clusters Score -993744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -993746.687500 Penalty: 879.495544
	Iteration 98Q: 3 clusters Score -993746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -993747.250000 Penalty: 879.495544
	Iteration 99Q: 3 clusters Score -993747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -993746.375000 Penalty: 879.495544
	Iteration 100F: 3 clusters Score -993746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -993746.437500 Penalty: 879.495544
	Iteration 101Q: 3 clusters Score -993746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -993746.437500 Penalty: 879.495544
	Iteration 102F: 3 clusters Score -993746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -196589.968750 Penalty: 371.756317
	Iteration 0F: 2 clusters Score -196590 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 1774 members 
Entering Unmasked Estep 
Score: -194204.796875 Penalty: 743.512634
	Iteration 0F: 3 clusters Score -194204.8 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -195175.625000 Penalty: 743.512634
	Iteration 1F: 3 clusters Score -195175.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -195363.375000 Penalty: 743.512634
	Iteration 2F: 3 clusters Score -195363.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -195554.953125 Penalty: 743.512634
	Iteration 3F: 3 clusters Score -195555 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -195749.609375 Penalty: 743.512634
	Iteration 4F: 3 clusters Score -195749.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -195898.000000 Penalty: 743.512634
	Iteration 5F: 3 clusters Score -195898 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -196049.140625 Penalty: 743.512634
	Iteration 6Q: 3 clusters Score -196049.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -196185.281250 Penalty: 743.512634
	Iteration 7Q: 3 clusters Score -196185.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -196273.343750 Penalty: 743.512634
	Iteration 8Q: 3 clusters Score -196273.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -196311.703125 Penalty: 743.512634
	Iteration 9Q: 3 clusters Score -196311.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -196338.296875 Penalty: 743.512634
	Iteration 10Q: 3 clusters Score -196338.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -196352.171875 Penalty: 743.512634
	Iteration 11Q: 3 clusters Score -196352.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -196360.515625 Penalty: 743.512634
	Iteration 12Q: 3 clusters Score -196360.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -196371.390625 Penalty: 743.512634
	Iteration 13Q: 3 clusters Score -196371.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -196381.500000 Penalty: 743.512634
	Iteration 14Q: 3 clusters Score -196381.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -196392.093750 Penalty: 743.512634
	Iteration 15Q: 3 clusters Score -196392.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -196401.875000 Penalty: 743.512634
	Iteration 16Q: 3 clusters Score -196401.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -196410.843750 Penalty: 743.512634
	Iteration 17Q: 3 clusters Score -196410.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -196417.140625 Penalty: 743.512634
	Iteration 18Q: 3 clusters Score -196417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -196421.000000 Penalty: 743.512634
	Iteration 19Q: 3 clusters Score -196421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -196423.031250 Penalty: 743.512634
	Iteration 20F: 3 clusters Score -196423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -196424.281250 Penalty: 743.512634
	Iteration 21Q: 3 clusters Score -196424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -196424.750000 Penalty: 743.512634
	Iteration 22Q: 3 clusters Score -196424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -196426.812500 Penalty: 743.512634
	Iteration 23Q: 3 clusters Score -196426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -196428.140625 Penalty: 743.512634
	Iteration 24Q: 3 clusters Score -196428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -196429.718750 Penalty: 743.512634
	Iteration 25Q: 3 clusters Score -196429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -196430.890625 Penalty: 743.512634
	Iteration 26Q: 3 clusters Score -196430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -196431.687500 Penalty: 743.512634
	Iteration 27Q: 3 clusters Score -196431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -196432.531250 Penalty: 743.512634
	Iteration 28Q: 3 clusters Score -196432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -196433.296875 Penalty: 743.512634
	Iteration 29Q: 3 clusters Score -196433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -196434.593750 Penalty: 743.512634
	Iteration 30Q: 3 clusters Score -196434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -196435.125000 Penalty: 743.512634
	Iteration 31Q: 3 clusters Score -196435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -196435.187500 Penalty: 743.512634
	Iteration 32Q: 3 clusters Score -196435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -196435.031250 Penalty: 743.512634
	Iteration 33Q: 3 clusters Score -196435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -196435.031250 Penalty: 743.512634
	Iteration 34F: 3 clusters Score -196435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60925.328125 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60925.33 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61179.425781 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61179.43 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -61238.332031 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61238.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61273.343750 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61273.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61304.160156 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61304.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61329.128906 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61329.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61356.324219 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61356.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61392.285156 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61392.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61423.210938 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61423.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -61473.421875 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61473.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61531.203125 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61531.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -61585.203125 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61585.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61609.820312 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61609.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61622.460938 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61622.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -61627.710938 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61627.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -61630.316406 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61630.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61632.144531 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61632.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61632.984375 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61632.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61633.503906 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61635.089844 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61635.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61636.535156 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61636.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61636.996094 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61637.140625 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61637.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61637.437500 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61637.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -61638.003906 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61638.523438 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61638.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61639.531250 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61639.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61640.433594 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61640.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -61642.121094 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61642.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -61645.375000 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61645.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -61648.730469 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61648.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -61649.394531 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61649.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -61650.812500 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -61650.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -61651.074219 Penalty: 637.113342
	Iteration 33Q: 3 clusters Score -61651.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61651.316406 Penalty: 637.113342
	Iteration 34Q: 3 clusters Score -61651.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61651.437500 Penalty: 637.113342
	Iteration 35Q: 3 clusters Score -61651.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61651.437500 Penalty: 637.113342
	Iteration 36F: 3 clusters Score -61651.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27141.125000 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27141.12 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27308.371094 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27308.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27354.396484 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27354.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27386.091797 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27386.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27405.080078 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27405.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27415.460938 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27415.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27429.333984 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27429.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -27434.562500 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27434.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27436.412109 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27436.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27439.042969 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27439.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27439.564453 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27439.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27439.564453 Penalty: 564.798401
	Iteration 11F: 3 clusters Score -27439.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4775.391113 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4775.391 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 47 members 
Entering Unmasked Estep 
Score: -4568.596680 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4568.597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4597.184082 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4597.184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4610.028809 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4610.029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4617.277832 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4617.278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4631.765137 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -4631.765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4637.178223 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -4637.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4642.213379 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -4642.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4643.764160 Penalty: 421.760345
	Iteration 7Q: 3 clusters Score -4643.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4643.764160 Penalty: 421.760345
	Iteration 8F: 3 clusters Score -4643.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4760.195801 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4760.196 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 42 members 
Entering Unmasked Estep 
Score: -4568.744141 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4568.744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4606.629883 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4606.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4617.014160 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4617.014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4618.146973 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4618.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4618.146973 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -4618.147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Entering Unmasked Estep 
Score: -10047632.000000 Penalty: 548.608459
	Iteration 0F: 2 clusters Score -1.004763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -9937174.000000 Penalty: 1097.216919
	Iteration 0F: 3 clusters Score -9937174 nChanged 84955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -9991221.000000 Penalty: 1097.216919
	Iteration 1F: 3 clusters Score -9991221 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -9996427.000000 Penalty: 1097.216919
	Iteration 2F: 3 clusters Score -9996427 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -10005023.000000 Penalty: 1097.216919
	Iteration 3F: 3 clusters Score -1.000502e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -10015030.000000 Penalty: 1097.216919
	Iteration 4F: 3 clusters Score -1.001503e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -10021911.000000 Penalty: 1097.216919
	Iteration 5F: 3 clusters Score -1.002191e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 107570 members 
Entering Unmasked Estep 
Score: -10024138.000000 Penalty: 1097.216919
	Iteration 6Q: 3 clusters Score -1.002414e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 110430 members 
Entering Unmasked Estep 
Score: -10025230.000000 Penalty: 1097.216919
	Iteration 7Q: 3 clusters Score -1.002523e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -10025994.000000 Penalty: 1097.216919
	Iteration 8Q: 3 clusters Score -1.002599e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -10026952.000000 Penalty: 1097.216919
	Iteration 9Q: 3 clusters Score -1.002695e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -10027895.000000 Penalty: 1097.216919
	Iteration 10Q: 3 clusters Score -1.00279e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -10029086.000000 Penalty: 1097.216919
	Iteration 11Q: 3 clusters Score -1.002909e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -10030407.000000 Penalty: 1097.216919
	Iteration 12Q: 3 clusters Score -1.003041e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -10031742.000000 Penalty: 1097.216919
	Iteration 13Q: 3 clusters Score -1.003174e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 137267 members 
Entering Unmasked Estep 
Score: -10033077.000000 Penalty: 1097.216919
	Iteration 14Q: 3 clusters Score -1.003308e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 141717 members 
Entering Unmasked Estep 
Score: -10034411.000000 Penalty: 1097.216919
	Iteration 15Q: 3 clusters Score -1.003441e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 146115 members 
Entering Unmasked Estep 
Score: -10035718.000000 Penalty: 1097.216919
	Iteration 16Q: 3 clusters Score -1.003572e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -10037138.000000 Penalty: 1097.216919
	Iteration 17Q: 3 clusters Score -1.003714e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -10038573.000000 Penalty: 1097.216919
	Iteration 18Q: 3 clusters Score -1.003857e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -10039678.000000 Penalty: 1097.216919
	Iteration 19Q: 3 clusters Score -1.003968e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -10040942.000000 Penalty: 1097.216919
	Iteration 20F: 3 clusters Score -1.004094e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 163502 members 
Entering Unmasked Estep 
Score: -10042264.000000 Penalty: 1097.216919
	Iteration 21Q: 3 clusters Score -1.004226e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 165769 members 
Entering Unmasked Estep 
Score: -10043402.000000 Penalty: 1097.216919
	Iteration 22Q: 3 clusters Score -1.00434e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 167533 members 
Entering Unmasked Estep 
Score: -10044292.000000 Penalty: 1097.216919
	Iteration 23Q: 3 clusters Score -1.004429e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 168889 members 
Entering Unmasked Estep 
Score: -10045168.000000 Penalty: 1097.216919
	Iteration 24Q: 3 clusters Score -1.004517e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 169863 members 
Entering Unmasked Estep 
Score: -10045821.000000 Penalty: 1097.216919
	Iteration 25Q: 3 clusters Score -1.004582e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 170567 members 
Entering Unmasked Estep 
Score: -10046161.000000 Penalty: 1097.216919
	Iteration 26Q: 3 clusters Score -1.004616e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -10046460.000000 Penalty: 1097.216919
	Iteration 27Q: 3 clusters Score -1.004646e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -10046656.000000 Penalty: 1097.216919
	Iteration 28Q: 3 clusters Score -1.004666e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -10046803.000000 Penalty: 1097.216919
	Iteration 29Q: 3 clusters Score -1.00468e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 171707 members 
Entering Unmasked Estep 
Score: -10046911.000000 Penalty: 1097.216919
	Iteration 30Q: 3 clusters Score -1.004691e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 171820 members 
Entering Unmasked Estep 
Score: -10046973.000000 Penalty: 1097.216919
	Iteration 31Q: 3 clusters Score -1.004697e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -10047003.000000 Penalty: 1097.216919
	Iteration 32Q: 3 clusters Score -1.0047e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -10047030.000000 Penalty: 1097.216919
	Iteration 33Q: 3 clusters Score -1.004703e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -10047057.000000 Penalty: 1097.216919
	Iteration 34Q: 3 clusters Score -1.004706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 171991 members 
Entering Unmasked Estep 
Score: -10047073.000000 Penalty: 1097.216919
	Iteration 35Q: 3 clusters Score -1.004707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 172019 members 
Entering Unmasked Estep 
Score: -10047100.000000 Penalty: 1097.216919
	Iteration 36Q: 3 clusters Score -1.00471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 172036 members 
Entering Unmasked Estep 
Score: -10047121.000000 Penalty: 1097.216919
	Iteration 37Q: 3 clusters Score -1.004712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -10047147.000000 Penalty: 1097.216919
	Iteration 38Q: 3 clusters Score -1.004715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 172055 members 
Entering Unmasked Estep 
Score: -10047144.000000 Penalty: 1097.216919
	Iteration 39Q: 3 clusters Score -1.004714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -10047151.000000 Penalty: 1097.216919
	Iteration 40F: 3 clusters Score -1.004715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 172072 members 
Entering Unmasked Estep 
Score: -10047171.000000 Penalty: 1097.216919
	Iteration 41Q: 3 clusters Score -1.004717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172082 members 
Entering Unmasked Estep 
Score: -10047155.000000 Penalty: 1097.216919
	Iteration 42Q: 3 clusters Score -1.004716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -10047162.000000 Penalty: 1097.216919
	Iteration 43Q: 3 clusters Score -1.004716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -10047175.000000 Penalty: 1097.216919
	Iteration 44Q: 3 clusters Score -1.004718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -10047182.000000 Penalty: 1097.216919
	Iteration 45Q: 3 clusters Score -1.004718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -10047186.000000 Penalty: 1097.216919
	Iteration 46Q: 3 clusters Score -1.004719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 172107 members 
Entering Unmasked Estep 
Score: -10047182.000000 Penalty: 1097.216919
	Iteration 47Q: 3 clusters Score -1.004718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -10047184.000000 Penalty: 1097.216919
	Iteration 48Q: 3 clusters Score -1.004718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -10047184.000000 Penalty: 1097.216919
	Iteration 49Q: 3 clusters Score -1.004718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 172112 members 
Entering Unmasked Estep 
Score: -10047188.000000 Penalty: 1097.216919
	Iteration 50Q: 3 clusters Score -1.004719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -10047194.000000 Penalty: 1097.216919
	Iteration 51Q: 3 clusters Score -1.004719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -10047187.000000 Penalty: 1097.216919
	Iteration 52Q: 3 clusters Score -1.004719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -10047187.000000 Penalty: 1097.216919
	Iteration 53F: 3 clusters Score -1.004719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 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 110 members 
Entering Unmasked Estep 
Score: -9939.524414 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9939.524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10140.120117 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10140.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10223.691406 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10223.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10248.380859 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -10248.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10270.886719 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -10270.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10304.394531 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -10304.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10312.584961 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10312.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10314.001953 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10316.278320 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10316.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10321.179688 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10321.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10323.916992 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -10323.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10323.916992 Penalty: 488.728058
	Iteration 11F: 3 clusters Score -10323.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 4934 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7171 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25491 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172358 members 
Mstep: Class 20 contains 117 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127633 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 98 members 
Entering Unmasked Estep 
Score: -23054310.000000 Penalty: 17048.580078
Splitting cluster 20 changes total score from -23054554.000000 to -23054310.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -52953.972656 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52953.97 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53172.109375 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53172.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -53230.027344 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53230.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -53278.511719 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -53278.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -53317.359375 Penalty: 624.606079
	Iteration 4F: 3 clusters Score -53317.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -53345.898438 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53345.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -53369.296875 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53369.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -53403.128906 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53403.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -53440.437500 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53440.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53473.757812 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53473.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -53504.238281 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53504.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -53526.398438 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53526.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -53567.640625 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53567.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53595.324219 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53595.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -53617.554688 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53617.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -53633.324219 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53633.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53637.031250 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53637.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -53640.535156 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53640.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53642.062500 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53642.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -53642.765625 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53642.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -53643.046875 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53643.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53643.699219 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53643.898438 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53644.476562 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53644.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53644.679688 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53644.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53644.679688 Penalty: 624.606079
	Iteration 25F: 3 clusters Score -53644.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Entering Unmasked Estep 
Score: -946181.187500 Penalty: 437.872681
	Iteration 0F: 2 clusters Score -946181.2 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 7499 members 
Entering Unmasked Estep 
Score: -936057.250000 Penalty: 875.745361
	Iteration 0F: 3 clusters Score -936057.2 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -940265.750000 Penalty: 875.745361
	Iteration 1F: 3 clusters Score -940265.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -940687.812500 Penalty: 875.745361
	Iteration 2F: 3 clusters Score -940687.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -941350.062500 Penalty: 875.745361
	Iteration 3F: 3 clusters Score -941350.1 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -942433.062500 Penalty: 875.745361
	Iteration 4F: 3 clusters Score -942433.1 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -943527.812500 Penalty: 875.745361
	Iteration 5F: 3 clusters Score -943527.8 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -944314.062500 Penalty: 875.745361
	Iteration 6F: 3 clusters Score -944314.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -944679.687500 Penalty: 875.745361
	Iteration 7Q: 3 clusters Score -944679.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -944868.500000 Penalty: 875.745361
	Iteration 8Q: 3 clusters Score -944868.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -944992.000000 Penalty: 875.745361
	Iteration 9Q: 3 clusters Score -944992 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -945117.625000 Penalty: 875.745361
	Iteration 10Q: 3 clusters Score -945117.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -945215.562500 Penalty: 875.745361
	Iteration 11Q: 3 clusters Score -945215.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -945294.687500 Penalty: 875.745361
	Iteration 12Q: 3 clusters Score -945294.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -945352.937500 Penalty: 875.745361
	Iteration 13Q: 3 clusters Score -945352.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -945401.375000 Penalty: 875.745361
	Iteration 14Q: 3 clusters Score -945401.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -945463.000000 Penalty: 875.745361
	Iteration 15Q: 3 clusters Score -945463 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -945523.562500 Penalty: 875.745361
	Iteration 16Q: 3 clusters Score -945523.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -945580.937500 Penalty: 875.745361
	Iteration 17Q: 3 clusters Score -945580.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -945624.375000 Penalty: 875.745361
	Iteration 18Q: 3 clusters Score -945624.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -945657.125000 Penalty: 875.745361
	Iteration 19Q: 3 clusters Score -945657.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -945686.437500 Penalty: 875.745361
	Iteration 20F: 3 clusters Score -945686.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -945725.562500 Penalty: 875.745361
	Iteration 21Q: 3 clusters Score -945725.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -945750.875000 Penalty: 875.745361
	Iteration 22Q: 3 clusters Score -945750.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -945771.250000 Penalty: 875.745361
	Iteration 23Q: 3 clusters Score -945771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -945775.500000 Penalty: 875.745361
	Iteration 24Q: 3 clusters Score -945775.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -945780.750000 Penalty: 875.745361
	Iteration 25Q: 3 clusters Score -945780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -945784.500000 Penalty: 875.745361
	Iteration 26Q: 3 clusters Score -945784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -945788.937500 Penalty: 875.745361
	Iteration 27Q: 3 clusters Score -945788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -945792.437500 Penalty: 875.745361
	Iteration 28Q: 3 clusters Score -945792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -945795.937500 Penalty: 875.745361
	Iteration 29Q: 3 clusters Score -945795.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -945804.000000 Penalty: 875.745361
	Iteration 30Q: 3 clusters Score -945804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -945810.750000 Penalty: 875.745361
	Iteration 31Q: 3 clusters Score -945810.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -945814.125000 Penalty: 875.745361
	Iteration 32Q: 3 clusters Score -945814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -945815.687500 Penalty: 875.745361
	Iteration 33Q: 3 clusters Score -945815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -945817.250000 Penalty: 875.745361
	Iteration 34Q: 3 clusters Score -945817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -945818.250000 Penalty: 875.745361
	Iteration 35Q: 3 clusters Score -945818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -945817.875000 Penalty: 875.745361
	Iteration 36Q: 3 clusters Score -945817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -945817.875000 Penalty: 875.745361
	Iteration 37F: 3 clusters Score -945817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1327.793091 Penalty: 315.381958
	Iteration 0F: 3 clusters Score -1327.793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -21091.142578 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -21091.14 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 198 members 
Entering Unmasked Estep 
Score: -20697.226562 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -20697.23 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20864.984375 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -20864.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20916.070312 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -20916.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20946.439453 Penalty: 541.508484
	Iteration 3F: 3 clusters Score -20946.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20962.326172 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -20962.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20972.972656 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -20972.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20982.628906 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -20982.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20988.382812 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -20988.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20993.357422 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -20993.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21000.458984 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -21000.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21004.349609 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -21004.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21007.187500 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -21007.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21008.509766 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -21008.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21011.847656 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -21011.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21014.511719 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -21014.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21016.982422 Penalty: 541.508484
	Iteration 15Q: 3 clusters Score -21016.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21018.175781 Penalty: 541.508484
	Iteration 16Q: 3 clusters Score -21018.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21021.533203 Penalty: 541.508484
	Iteration 17Q: 3 clusters Score -21021.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21022.330078 Penalty: 541.508484
	Iteration 18Q: 3 clusters Score -21022.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21024.091797 Penalty: 541.508484
	Iteration 19Q: 3 clusters Score -21024.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21024.531250 Penalty: 541.508484
	Iteration 20F: 3 clusters Score -21024.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21026.710938 Penalty: 541.508484
	Iteration 21Q: 3 clusters Score -21026.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21034.343750 Penalty: 541.508484
	Iteration 22Q: 3 clusters Score -21034.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21041.498047 Penalty: 541.508484
	Iteration 23Q: 3 clusters Score -21041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21052.267578 Penalty: 541.508484
	Iteration 24Q: 3 clusters Score -21052.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21056.666016 Penalty: 541.508484
	Iteration 25Q: 3 clusters Score -21056.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21057.144531 Penalty: 541.508484
	Iteration 26Q: 3 clusters Score -21057.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21057.144531 Penalty: 541.508484
	Iteration 27F: 3 clusters Score -21057.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -12183.327148 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -12183.33 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 119 members 
Entering Unmasked Estep 
Score: -11892.902344 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -11892.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11964.289062 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -11964.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11987.523438 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11987.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11997.187500 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -11997.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11998.838867 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -11998.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12004.138672 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -12004.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12006.300781 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -12006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12008.883789 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -12008.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12011.299805 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -12011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12011.715820 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -12011.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12011.949219 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -12011.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12011.949219 Penalty: 496.044495
	Iteration 11F: 3 clusters Score -12011.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -8133.241699 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8133.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7927.473633 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7927.474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8078.195801 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8078.196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8137.831055 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8137.831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8167.827148 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -8167.827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8170.677734 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -8170.678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8178.349609 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -8178.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8178.349609 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -8178.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 4934 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7171 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25491 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172358 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 54 members 
Mstep: Class 27 contains 127633 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 123 members 
Entering Unmasked Estep 
Score: -23054240.000000 Penalty: 17048.580078
Splitting cluster 26 changes total score from -23054554.000000 to -23054240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (127633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Entering Unmasked Estep 
Score: -7596263.000000 Penalty: 534.939575
	Iteration 0F: 2 clusters Score -7596263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -7513083.000000 Penalty: 1069.879150
	Iteration 0F: 3 clusters Score -7513083 nChanged 62636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -7552768.500000 Penalty: 1069.879150
	Iteration 1F: 3 clusters Score -7552768 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -7556570.000000 Penalty: 1069.879150
	Iteration 2F: 3 clusters Score -7556570 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -7561865.500000 Penalty: 1069.879150
	Iteration 3F: 3 clusters Score -7561866 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -7568790.000000 Penalty: 1069.879150
	Iteration 4F: 3 clusters Score -7568790 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -7577023.500000 Penalty: 1069.879150
	Iteration 5F: 3 clusters Score -7577024 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -7583765.500000 Penalty: 1069.879150
	Iteration 6Q: 3 clusters Score -7583766 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -7587355.500000 Penalty: 1069.879150
	Iteration 7Q: 3 clusters Score -7587356 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -7589014.500000 Penalty: 1069.879150
	Iteration 8Q: 3 clusters Score -7589014 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -7590029.500000 Penalty: 1069.879150
	Iteration 9Q: 3 clusters Score -7590030 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
Score: -7590863.500000 Penalty: 1069.879150
	Iteration 10Q: 3 clusters Score -7590864 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 118642 members 
Entering Unmasked Estep 
Score: -7591577.500000 Penalty: 1069.879150
	Iteration 11Q: 3 clusters Score -7591578 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 119717 members 
Entering Unmasked Estep 
Score: -7592230.500000 Penalty: 1069.879150
	Iteration 12Q: 3 clusters Score -7592230 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -7592894.000000 Penalty: 1069.879150
	Iteration 13Q: 3 clusters Score -7592894 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 121561 members 
Entering Unmasked Estep 
Score: -7593494.500000 Penalty: 1069.879150
	Iteration 14Q: 3 clusters Score -7593494 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 122277 members 
Entering Unmasked Estep 
Score: -7593934.500000 Penalty: 1069.879150
	Iteration 15Q: 3 clusters Score -7593934 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -7594249.000000 Penalty: 1069.879150
	Iteration 16Q: 3 clusters Score -7594249 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 123339 members 
Entering Unmasked Estep 
Score: -7594565.500000 Penalty: 1069.879150
	Iteration 17Q: 3 clusters Score -7594566 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -7594813.500000 Penalty: 1069.879150
	Iteration 18Q: 3 clusters Score -7594814 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -7594889.000000 Penalty: 1069.879150
	Iteration 19Q: 3 clusters Score -7594889 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 124496 members 
Entering Unmasked Estep 
Score: -7594989.000000 Penalty: 1069.879150
	Iteration 20F: 3 clusters Score -7594989 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 124777 members 
Entering Unmasked Estep 
Score: -7595115.500000 Penalty: 1069.879150
	Iteration 21Q: 3 clusters Score -7595116 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 125019 members 
Entering Unmasked Estep 
Score: -7595195.500000 Penalty: 1069.879150
	Iteration 22Q: 3 clusters Score -7595196 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 125222 members 
Entering Unmasked Estep 
Score: -7595245.500000 Penalty: 1069.879150
	Iteration 23Q: 3 clusters Score -7595246 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -7595277.000000 Penalty: 1069.879150
	Iteration 24Q: 3 clusters Score -7595277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -7595334.000000 Penalty: 1069.879150
	Iteration 25Q: 3 clusters Score -7595334 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -7595375.500000 Penalty: 1069.879150
	Iteration 26Q: 3 clusters Score -7595376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -7595400.500000 Penalty: 1069.879150
	Iteration 27Q: 3 clusters Score -7595400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 125965 members 
Entering Unmasked Estep 
Score: -7595432.000000 Penalty: 1069.879150
	Iteration 28Q: 3 clusters Score -7595432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 126076 members 
Entering Unmasked Estep 
Score: -7595459.000000 Penalty: 1069.879150
	Iteration 29Q: 3 clusters Score -7595459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -7595495.000000 Penalty: 1069.879150
	Iteration 30Q: 3 clusters Score -7595495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -7595515.500000 Penalty: 1069.879150
	Iteration 31Q: 3 clusters Score -7595516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 126323 members 
Entering Unmasked Estep 
Score: -7595536.000000 Penalty: 1069.879150
	Iteration 32Q: 3 clusters Score -7595536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -7595550.500000 Penalty: 1069.879150
	Iteration 33Q: 3 clusters Score -7595550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 126435 members 
Entering Unmasked Estep 
Score: -7595577.000000 Penalty: 1069.879150
	Iteration 34Q: 3 clusters Score -7595577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -7595611.500000 Penalty: 1069.879150
	Iteration 35Q: 3 clusters Score -7595612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 126512 members 
Entering Unmasked Estep 
Score: -7595633.000000 Penalty: 1069.879150
	Iteration 36Q: 3 clusters Score -7595633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -7595638.000000 Penalty: 1069.879150
	Iteration 37Q: 3 clusters Score -7595638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 126566 members 
Entering Unmasked Estep 
Score: -7595669.000000 Penalty: 1069.879150
	Iteration 38Q: 3 clusters Score -7595669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 126599 members 
Entering Unmasked Estep 
Score: -7595690.000000 Penalty: 1069.879150
	Iteration 39Q: 3 clusters Score -7595690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -7595686.500000 Penalty: 1069.879150
	Iteration 40F: 3 clusters Score -7595686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 126670 members 
Entering Unmasked Estep 
Score: -7595696.500000 Penalty: 1069.879150
	Iteration 41Q: 3 clusters Score -7595696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 126692 members 
Entering Unmasked Estep 
Score: -7595702.000000 Penalty: 1069.879150
	Iteration 42Q: 3 clusters Score -7595702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 126712 members 
Entering Unmasked Estep 
Score: -7595696.500000 Penalty: 1069.879150
	Iteration 43Q: 3 clusters Score -7595696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -7595701.500000 Penalty: 1069.879150
	Iteration 44Q: 3 clusters Score -7595702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -7595717.000000 Penalty: 1069.879150
	Iteration 45Q: 3 clusters Score -7595717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 126761 members 
Entering Unmasked Estep 
Score: -7595727.500000 Penalty: 1069.879150
	Iteration 46Q: 3 clusters Score -7595728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 126769 members 
Entering Unmasked Estep 
Score: -7595719.000000 Penalty: 1069.879150
	Iteration 47Q: 3 clusters Score -7595719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -7595725.500000 Penalty: 1069.879150
	Iteration 48Q: 3 clusters Score -7595726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -7595724.000000 Penalty: 1069.879150
	Iteration 49Q: 3 clusters Score -7595724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -7595734.500000 Penalty: 1069.879150
	Iteration 50Q: 3 clusters Score -7595734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 126829 members 
Entering Unmasked Estep 
Score: -7595738.000000 Penalty: 1069.879150
	Iteration 51Q: 3 clusters Score -7595738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 126842 members 
Entering Unmasked Estep 
Score: -7595740.500000 Penalty: 1069.879150
	Iteration 52Q: 3 clusters Score -7595740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -7595751.000000 Penalty: 1069.879150
	Iteration 53Q: 3 clusters Score -7595751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -7595760.000000 Penalty: 1069.879150
	Iteration 54Q: 3 clusters Score -7595760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 126868 members 
Entering Unmasked Estep 
Score: -7595765.500000 Penalty: 1069.879150
	Iteration 55Q: 3 clusters Score -7595766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -7595766.000000 Penalty: 1069.879150
	Iteration 56Q: 3 clusters Score -7595766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 126882 members 
Entering Unmasked Estep 
Score: -7595764.000000 Penalty: 1069.879150
	Iteration 57Q: 3 clusters Score -7595764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -7595769.500000 Penalty: 1069.879150
	Iteration 58Q: 3 clusters Score -7595770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -7595769.500000 Penalty: 1069.879150
	Iteration 59Q: 3 clusters Score -7595770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -7595769.500000 Penalty: 1069.879150
	Iteration 60F: 3 clusters Score -7595770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9084.006836 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9084.007 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 76 members 
Entering Unmasked Estep 
Score: -8841.274414 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8841.274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8883.981445 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -8883.981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8904.740234 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -8904.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8911.036133 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -8911.036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8912.623047 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -8912.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8912.623047 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -8912.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 4934 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7171 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25491 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172358 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 384 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127633 members 
Mstep: Class 28 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054560.000000 Penalty: 16460.697266
Iteration 239Q: 29 clusters Score -2.305456e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 8591 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7159 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25505 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15770 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172243 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15320 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127565 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054554.000000 Penalty: 16460.697266
Iteration 240F: 29 clusters Score -2.305455e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 4887 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 8532 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7157 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25523 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15786 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172125 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15531 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127492 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054662.000000 Penalty: 16460.697266
Iteration 241Q: 29 clusters Score -2.305466e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 8497 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7148 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25546 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15803 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 103 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 172010 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15744 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127391 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054754.000000 Penalty: 16460.697266
Iteration 242Q: 29 clusters Score -2.305475e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25568 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15820 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171892 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 15986 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127283 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054766.000000 Penalty: 16460.697266
Iteration 243Q: 29 clusters Score -2.305477e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8454 members 
Mstep: Class 3 contains 4783 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25576 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15836 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171800 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 16211 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127164 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054804.000000 Penalty: 16460.697266
Iteration 244Q: 29 clusters Score -2.30548e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 4756 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 8377 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7131 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25592 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 3420 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171693 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 16424 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 127065 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054832.000000 Penalty: 16460.697266
Iteration 245Q: 29 clusters Score -2.305483e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8510 members 
Mstep: Class 3 contains 4745 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7140 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25604 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 3414 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171587 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 16629 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126934 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054872.000000 Penalty: 16460.697266
Iteration 246Q: 29 clusters Score -2.305487e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8524 members 
Mstep: Class 3 contains 4739 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7137 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 25608 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15864 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171498 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 16817 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126822 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055010.000000 Penalty: 16460.697266
Iteration 247Q: 29 clusters Score -2.305501e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 8255 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7128 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 25623 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15862 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171432 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 16975 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126755 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055024.000000 Penalty: 16460.697266
Iteration 248Q: 29 clusters Score -2.305502e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8561 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 8202 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7108 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 25633 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15875 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171358 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17116 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126688 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055056.000000 Penalty: 16460.697266
Iteration 249Q: 29 clusters Score -2.305506e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8585 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 2145 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 25665 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15866 members 
Mstep: Class 14 contains 3367 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171258 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17252 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126670 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055108.000000 Penalty: 16460.697266
Iteration 250Q: 29 clusters Score -2.305511e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25708 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15862 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171170 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17379 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126618 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055160.000000 Penalty: 16460.697266
Iteration 251Q: 29 clusters Score -2.305516e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8680 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 1690 members 
Mstep: Class 6 contains 8037 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25748 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15848 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171117 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17475 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126582 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055186.000000 Penalty: 16460.697266
Iteration 252Q: 29 clusters Score -2.305519e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8735 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25795 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171059 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126549 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055162.000000 Penalty: 16460.697266
Iteration 253Q: 29 clusters Score -2.305516e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8780 members 
Mstep: Class 3 contains 4679 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 7902 members 
Mstep: Class 7 contains 2220 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 7007 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25837 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15822 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 171021 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17636 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126532 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055186.000000 Penalty: 16460.697266
Iteration 254Q: 29 clusters Score -2.305519e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 4680 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 7830 members 
Mstep: Class 7 contains 2236 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25869 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15814 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170991 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17724 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126506 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055202.000000 Penalty: 16460.697266
Iteration 255Q: 29 clusters Score -2.30552e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 4681 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 25907 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170945 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17831 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126460 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055260.000000 Penalty: 16460.697266
Iteration 256Q: 29 clusters Score -2.305526e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 4667 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 7672 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 25928 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170938 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 17949 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126404 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055330.000000 Penalty: 16460.697266
Iteration 257Q: 29 clusters Score -2.305533e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8934 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 2296 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 25952 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 3126 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170888 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18048 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126399 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055356.000000 Penalty: 16460.697266
Iteration 258Q: 29 clusters Score -2.305536e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8963 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 4333 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 25968 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15777 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170830 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18154 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126388 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055386.000000 Penalty: 16460.697266
Iteration 259Q: 29 clusters Score -2.305539e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8988 members 
Mstep: Class 3 contains 4605 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 7467 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 25987 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 3095 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170771 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126387 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055356.000000 Penalty: 16460.697266
Iteration 260F: 29 clusters Score -2.305536e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9004 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26009 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170742 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18340 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126368 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055388.000000 Penalty: 16460.697266
Iteration 261Q: 29 clusters Score -2.305539e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9010 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 7327 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26034 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170729 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18418 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126351 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055460.000000 Penalty: 16460.697266
Iteration 262Q: 29 clusters Score -2.305546e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9027 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 7255 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26039 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15752 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170746 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18495 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126294 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055466.000000 Penalty: 16460.697266
Iteration 263Q: 29 clusters Score -2.305547e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26048 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170777 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18571 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126231 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055516.000000 Penalty: 16460.697266
Iteration 264Q: 29 clusters Score -2.305552e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9092 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6853 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26053 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15750 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170801 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18632 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126190 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055572.000000 Penalty: 16460.697266
Iteration 265Q: 29 clusters Score -2.305557e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9126 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26056 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 109 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170843 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18690 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126142 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055610.000000 Penalty: 16460.697266
Iteration 266Q: 29 clusters Score -2.305561e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26063 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 2999 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170857 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18748 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 126095 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055584.000000 Penalty: 16460.697266
Iteration 267Q: 29 clusters Score -2.305558e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26076 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15738 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170856 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18812 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 126065 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055598.000000 Penalty: 16460.697266
Iteration 268Q: 29 clusters Score -2.30556e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 6817 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6840 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26095 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15727 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170882 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18850 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 126062 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055644.000000 Penalty: 16460.697266
Iteration 269Q: 29 clusters Score -2.305564e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9251 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 26107 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170886 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18886 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 126069 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055720.000000 Penalty: 16460.697266
Iteration 270Q: 29 clusters Score -2.305572e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 6676 members 
Mstep: Class 7 contains 2501 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26138 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15705 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170884 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18930 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 126067 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055758.000000 Penalty: 16460.697266
Iteration 271Q: 29 clusters Score -2.305576e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26167 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15694 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170878 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 18990 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 126041 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055722.000000 Penalty: 16460.697266
Iteration 272Q: 29 clusters Score -2.305572e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9348 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 6553 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26181 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15685 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170868 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19060 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 126006 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055708.000000 Penalty: 16460.697266
Iteration 273Q: 29 clusters Score -2.305571e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9409 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 6485 members 
Mstep: Class 7 contains 2544 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6814 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26187 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15685 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170843 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19135 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125962 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055640.000000 Penalty: 16460.697266
Iteration 274Q: 29 clusters Score -2.305564e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9463 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 2938 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170799 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19211 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125933 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055724.000000 Penalty: 16460.697266
Iteration 275Q: 29 clusters Score -2.305572e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9505 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26237 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15674 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170772 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19276 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125900 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055712.000000 Penalty: 16460.697266
Iteration 276Q: 29 clusters Score -2.305571e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9539 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6793 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26265 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15679 members 
Mstep: Class 14 contains 2930 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170737 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19333 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125878 members 
Mstep: Class 28 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055720.000000 Penalty: 16460.697266
Iteration 277Q: 29 clusters Score -2.305572e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9580 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 6263 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26285 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15683 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170723 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125840 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055698.000000 Penalty: 16460.697266
Iteration 278Q: 29 clusters Score -2.30557e+07 nChanged 415
Entering ConstructFrom: 
Score: -23055698.000000 Penalty: 16460.697266
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -84622.125000 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84622.12 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -84989.007812 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84989.01 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85061.156250 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85061.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85128.031250 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85128.03 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85210.265625 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -85210.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85272.710938 Penalty: 666.708374
	Iteration 5F: 3 clusters Score -85272.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85312.859375 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85312.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85361.500000 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85361.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -85400.375000 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85400.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85425.476562 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85425.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -85440.375000 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85440.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -85450.968750 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85450.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -85465.835938 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85465.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -85480.593750 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85480.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -85490.085938 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85490.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -85496.296875 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -85502.632812 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85502.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -85506.867188 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85506.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -85509.218750 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85509.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -85512.375000 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85512.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -85515.406250 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85515.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -85517.664062 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85517.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -85520.164062 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85520.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -85524.742188 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85524.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -85527.460938 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85527.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -85530.148438 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85530.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -85531.164062 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -85531.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -85531.164062 Penalty: 666.708374
	Iteration 27F: 3 clusters Score -85531.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Entering Unmasked Estep 
Score: -553130.937500 Penalty: 417.364471
	Iteration 0F: 2 clusters Score -553130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -546725.875000 Penalty: 834.728943
	Iteration 0F: 3 clusters Score -546725.9 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -549385.500000 Penalty: 834.728943
	Iteration 1F: 3 clusters Score -549385.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -549858.875000 Penalty: 834.728943
	Iteration 2F: 3 clusters Score -549858.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -550450.625000 Penalty: 834.728943
	Iteration 3F: 3 clusters Score -550450.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -550977.750000 Penalty: 834.728943
	Iteration 4F: 3 clusters Score -550977.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -551307.812500 Penalty: 834.728943
	Iteration 5F: 3 clusters Score -551307.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -551507.125000 Penalty: 834.728943
	Iteration 6Q: 3 clusters Score -551507.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -551617.125000 Penalty: 834.728943
	Iteration 7Q: 3 clusters Score -551617.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -551686.250000 Penalty: 834.728943
	Iteration 8Q: 3 clusters Score -551686.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -551740.375000 Penalty: 834.728943
	Iteration 9Q: 3 clusters Score -551740.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -551793.437500 Penalty: 834.728943
	Iteration 10Q: 3 clusters Score -551793.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -551838.250000 Penalty: 834.728943
	Iteration 11Q: 3 clusters Score -551838.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -551875.750000 Penalty: 834.728943
	Iteration 12Q: 3 clusters Score -551875.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -551907.375000 Penalty: 834.728943
	Iteration 13Q: 3 clusters Score -551907.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -551944.062500 Penalty: 834.728943
	Iteration 14Q: 3 clusters Score -551944.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -551984.875000 Penalty: 834.728943
	Iteration 15Q: 3 clusters Score -551984.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -552017.625000 Penalty: 834.728943
	Iteration 16Q: 3 clusters Score -552017.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -552050.750000 Penalty: 834.728943
	Iteration 17Q: 3 clusters Score -552050.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -552078.500000 Penalty: 834.728943
	Iteration 18Q: 3 clusters Score -552078.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -552104.687500 Penalty: 834.728943
	Iteration 19Q: 3 clusters Score -552104.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -552125.187500 Penalty: 834.728943
	Iteration 20F: 3 clusters Score -552125.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -552146.187500 Penalty: 834.728943
	Iteration 21Q: 3 clusters Score -552146.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -552164.750000 Penalty: 834.728943
	Iteration 22Q: 3 clusters Score -552164.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -552179.687500 Penalty: 834.728943
	Iteration 23Q: 3 clusters Score -552179.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -552189.625000 Penalty: 834.728943
	Iteration 24Q: 3 clusters Score -552189.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -552201.562500 Penalty: 834.728943
	Iteration 25Q: 3 clusters Score -552201.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -552212.500000 Penalty: 834.728943
	Iteration 26Q: 3 clusters Score -552212.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -552226.125000 Penalty: 834.728943
	Iteration 27Q: 3 clusters Score -552226.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -552238.875000 Penalty: 834.728943
	Iteration 28Q: 3 clusters Score -552238.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -552254.437500 Penalty: 834.728943
	Iteration 29Q: 3 clusters Score -552254.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -552277.500000 Penalty: 834.728943
	Iteration 30Q: 3 clusters Score -552277.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -552300.250000 Penalty: 834.728943
	Iteration 31Q: 3 clusters Score -552300.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -552329.250000 Penalty: 834.728943
	Iteration 32Q: 3 clusters Score -552329.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -552385.125000 Penalty: 834.728943
	Iteration 33Q: 3 clusters Score -552385.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -552463.875000 Penalty: 834.728943
	Iteration 34Q: 3 clusters Score -552463.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -552523.875000 Penalty: 834.728943
	Iteration 35Q: 3 clusters Score -552523.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -552567.750000 Penalty: 834.728943
	Iteration 36Q: 3 clusters Score -552567.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -552611.625000 Penalty: 834.728943
	Iteration 37Q: 3 clusters Score -552611.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -552653.312500 Penalty: 834.728943
	Iteration 38Q: 3 clusters Score -552653.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -552697.750000 Penalty: 834.728943
	Iteration 39Q: 3 clusters Score -552697.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -552738.500000 Penalty: 834.728943
	Iteration 40F: 3 clusters Score -552738.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -552769.437500 Penalty: 834.728943
	Iteration 41Q: 3 clusters Score -552769.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -552789.250000 Penalty: 834.728943
	Iteration 42Q: 3 clusters Score -552789.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -552801.937500 Penalty: 834.728943
	Iteration 43Q: 3 clusters Score -552801.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -552817.062500 Penalty: 834.728943
	Iteration 44Q: 3 clusters Score -552817.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -552828.000000 Penalty: 834.728943
	Iteration 45Q: 3 clusters Score -552828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -552833.562500 Penalty: 834.728943
	Iteration 46Q: 3 clusters Score -552833.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -552836.375000 Penalty: 834.728943
	Iteration 47Q: 3 clusters Score -552836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -552838.937500 Penalty: 834.728943
	Iteration 48Q: 3 clusters Score -552838.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -552840.625000 Penalty: 834.728943
	Iteration 49Q: 3 clusters Score -552840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -552842.375000 Penalty: 834.728943
	Iteration 50Q: 3 clusters Score -552842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -552843.562500 Penalty: 834.728943
	Iteration 51Q: 3 clusters Score -552843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -552846.437500 Penalty: 834.728943
	Iteration 52Q: 3 clusters Score -552846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -552848.625000 Penalty: 834.728943
	Iteration 53Q: 3 clusters Score -552848.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -552851.125000 Penalty: 834.728943
	Iteration 54Q: 3 clusters Score -552851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -552851.625000 Penalty: 834.728943
	Iteration 55Q: 3 clusters Score -552851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -552852.562500 Penalty: 834.728943
	Iteration 56Q: 3 clusters Score -552852.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -552854.187500 Penalty: 834.728943
	Iteration 57Q: 3 clusters Score -552854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -552854.750000 Penalty: 834.728943
	Iteration 58Q: 3 clusters Score -552854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -552857.125000 Penalty: 834.728943
	Iteration 59Q: 3 clusters Score -552857.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -552860.312500 Penalty: 834.728943
	Iteration 60F: 3 clusters Score -552860.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -552860.875000 Penalty: 834.728943
	Iteration 61Q: 3 clusters Score -552860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -552863.250000 Penalty: 834.728943
	Iteration 62Q: 3 clusters Score -552863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -552863.562500 Penalty: 834.728943
	Iteration 63Q: 3 clusters Score -552863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -552864.437500 Penalty: 834.728943
	Iteration 64Q: 3 clusters Score -552864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -552863.562500 Penalty: 834.728943
	Iteration 65Q: 3 clusters Score -552863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -552864.500000 Penalty: 834.728943
	Iteration 66Q: 3 clusters Score -552864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -552864.500000 Penalty: 834.728943
	Iteration 67Q: 3 clusters Score -552864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -552865.062500 Penalty: 834.728943
	Iteration 68Q: 3 clusters Score -552865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -552864.812500 Penalty: 834.728943
	Iteration 69Q: 3 clusters Score -552864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -552866.375000 Penalty: 834.728943
	Iteration 70Q: 3 clusters Score -552866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -552866.687500 Penalty: 834.728943
	Iteration 71Q: 3 clusters Score -552866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -552866.687500 Penalty: 834.728943
	Iteration 72F: 3 clusters Score -552866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -253241.828125 Penalty: 381.091125
	Iteration 0F: 2 clusters Score -253241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -250264.171875 Penalty: 762.182251
	Iteration 0F: 3 clusters Score -250264.2 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -251349.281250 Penalty: 762.182251
	Iteration 1F: 3 clusters Score -251349.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -251454.000000 Penalty: 762.182251
	Iteration 2F: 3 clusters Score -251454 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -251544.859375 Penalty: 762.182251
	Iteration 3Q: 3 clusters Score -251544.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -251658.359375 Penalty: 762.182251
	Iteration 4Q: 3 clusters Score -251658.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -251790.718750 Penalty: 762.182251
	Iteration 5F: 3 clusters Score -251790.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -251959.828125 Penalty: 762.182251
	Iteration 6F: 3 clusters Score -251959.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -252127.781250 Penalty: 762.182251
	Iteration 7F: 3 clusters Score -252127.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -252277.625000 Penalty: 762.182251
	Iteration 8Q: 3 clusters Score -252277.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -252401.390625 Penalty: 762.182251
	Iteration 9Q: 3 clusters Score -252401.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -252473.046875 Penalty: 762.182251
	Iteration 10Q: 3 clusters Score -252473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -252521.609375 Penalty: 762.182251
	Iteration 11Q: 3 clusters Score -252521.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -252574.421875 Penalty: 762.182251
	Iteration 12Q: 3 clusters Score -252574.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -252634.281250 Penalty: 762.182251
	Iteration 13Q: 3 clusters Score -252634.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -252677.843750 Penalty: 762.182251
	Iteration 14Q: 3 clusters Score -252677.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -252704.703125 Penalty: 762.182251
	Iteration 15Q: 3 clusters Score -252704.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -252725.859375 Penalty: 762.182251
	Iteration 16Q: 3 clusters Score -252725.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -252754.093750 Penalty: 762.182251
	Iteration 17Q: 3 clusters Score -252754.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -252780.062500 Penalty: 762.182251
	Iteration 18Q: 3 clusters Score -252780.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -252798.578125 Penalty: 762.182251
	Iteration 19Q: 3 clusters Score -252798.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -252817.296875 Penalty: 762.182251
	Iteration 20F: 3 clusters Score -252817.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -252830.218750 Penalty: 762.182251
	Iteration 21Q: 3 clusters Score -252830.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -252849.718750 Penalty: 762.182251
	Iteration 22Q: 3 clusters Score -252849.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -252861.109375 Penalty: 762.182251
	Iteration 23Q: 3 clusters Score -252861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -252870.562500 Penalty: 762.182251
	Iteration 24Q: 3 clusters Score -252870.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -252884.156250 Penalty: 762.182251
	Iteration 25Q: 3 clusters Score -252884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -252894.328125 Penalty: 762.182251
	Iteration 26Q: 3 clusters Score -252894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -252899.203125 Penalty: 762.182251
	Iteration 27Q: 3 clusters Score -252899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -252905.109375 Penalty: 762.182251
	Iteration 28Q: 3 clusters Score -252905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -252907.750000 Penalty: 762.182251
	Iteration 29Q: 3 clusters Score -252907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -252908.531250 Penalty: 762.182251
	Iteration 30Q: 3 clusters Score -252908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -252908.531250 Penalty: 762.182251
	Iteration 31F: 3 clusters Score -252908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -248826.562500 Penalty: 381.881012
	Iteration 0F: 2 clusters Score -248826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -245835.500000 Penalty: 763.762024
	Iteration 0F: 3 clusters Score -245835.5 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -247143.546875 Penalty: 763.762024
	Iteration 1F: 3 clusters Score -247143.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -247366.343750 Penalty: 763.762024
	Iteration 2F: 3 clusters Score -247366.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -247603.281250 Penalty: 763.762024
	Iteration 3F: 3 clusters Score -247603.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -247846.312500 Penalty: 763.762024
	Iteration 4F: 3 clusters Score -247846.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -248059.156250 Penalty: 763.762024
	Iteration 5F: 3 clusters Score -248059.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -248232.125000 Penalty: 763.762024
	Iteration 6Q: 3 clusters Score -248232.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -248346.421875 Penalty: 763.762024
	Iteration 7Q: 3 clusters Score -248346.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -248418.593750 Penalty: 763.762024
	Iteration 8Q: 3 clusters Score -248418.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -248457.140625 Penalty: 763.762024
	Iteration 9Q: 3 clusters Score -248457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -248473.500000 Penalty: 763.762024
	Iteration 10Q: 3 clusters Score -248473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -248475.968750 Penalty: 763.762024
	Iteration 11Q: 3 clusters Score -248476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -248480.046875 Penalty: 763.762024
	Iteration 12Q: 3 clusters Score -248480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -248487.750000 Penalty: 763.762024
	Iteration 13Q: 3 clusters Score -248487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -248490.921875 Penalty: 763.762024
	Iteration 14Q: 3 clusters Score -248490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -248495.375000 Penalty: 763.762024
	Iteration 15Q: 3 clusters Score -248495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -248497.140625 Penalty: 763.762024
	Iteration 16Q: 3 clusters Score -248497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -248499.734375 Penalty: 763.762024
	Iteration 17Q: 3 clusters Score -248499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -248505.343750 Penalty: 763.762024
	Iteration 18Q: 3 clusters Score -248505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -248507.578125 Penalty: 763.762024
	Iteration 19Q: 3 clusters Score -248507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -248507.578125 Penalty: 763.762024
	Iteration 20F: 3 clusters Score -248507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -88889.593750 Penalty: 338.872681
	Iteration 0F: 2 clusters Score -88889.59 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 847 members 
Entering Unmasked Estep 
Score: -87683.343750 Penalty: 677.745361
	Iteration 0F: 3 clusters Score -87683.34 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -88279.585938 Penalty: 677.745361
	Iteration 1F: 3 clusters Score -88279.59 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -88496.296875 Penalty: 677.745361
	Iteration 2F: 3 clusters Score -88496.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88660.523438 Penalty: 677.745361
	Iteration 3F: 3 clusters Score -88660.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88760.734375 Penalty: 677.745361
	Iteration 4F: 3 clusters Score -88760.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88814.742188 Penalty: 677.745361
	Iteration 5Q: 3 clusters Score -88814.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88843.976562 Penalty: 677.745361
	Iteration 6Q: 3 clusters Score -88843.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88856.750000 Penalty: 677.745361
	Iteration 7Q: 3 clusters Score -88856.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88866.625000 Penalty: 677.745361
	Iteration 8Q: 3 clusters Score -88866.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88872.648438 Penalty: 677.745361
	Iteration 9Q: 3 clusters Score -88872.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88873.671875 Penalty: 677.745361
	Iteration 10Q: 3 clusters Score -88873.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88873.906250 Penalty: 677.745361
	Iteration 11Q: 3 clusters Score -88873.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -88874.125000 Penalty: 677.745361
	Iteration 12Q: 3 clusters Score -88874.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88874.656250 Penalty: 677.745361
	Iteration 13Q: 3 clusters Score -88874.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88874.890625 Penalty: 677.745361
	Iteration 14Q: 3 clusters Score -88874.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88875.289062 Penalty: 677.745361
	Iteration 15Q: 3 clusters Score -88875.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88875.554688 Penalty: 677.745361
	Iteration 16Q: 3 clusters Score -88875.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88875.554688 Penalty: 677.745361
	Iteration 17F: 3 clusters Score -88875.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -365917.218750 Penalty: 397.437134
	Iteration 0F: 2 clusters Score -365917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -361756.031250 Penalty: 794.874268
	Iteration 0F: 3 clusters Score -361756 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -363358.156250 Penalty: 794.874268
	Iteration 1F: 3 clusters Score -363358.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -363530.312500 Penalty: 794.874268
	Iteration 2F: 3 clusters Score -363530.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -363749.281250 Penalty: 794.874268
	Iteration 3F: 3 clusters Score -363749.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -364023.843750 Penalty: 794.874268
	Iteration 4F: 3 clusters Score -364023.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -364303.718750 Penalty: 794.874268
	Iteration 5F: 3 clusters Score -364303.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -364617.218750 Penalty: 794.874268
	Iteration 6F: 3 clusters Score -364617.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -364915.250000 Penalty: 794.874268
	Iteration 7F: 3 clusters Score -364915.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -365178.531250 Penalty: 794.874268
	Iteration 8Q: 3 clusters Score -365178.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -365355.375000 Penalty: 794.874268
	Iteration 9Q: 3 clusters Score -365355.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -365453.437500 Penalty: 794.874268
	Iteration 10Q: 3 clusters Score -365453.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -365522.593750 Penalty: 794.874268
	Iteration 11Q: 3 clusters Score -365522.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -365567.687500 Penalty: 794.874268
	Iteration 12Q: 3 clusters Score -365567.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -365598.343750 Penalty: 794.874268
	Iteration 13Q: 3 clusters Score -365598.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -365616.937500 Penalty: 794.874268
	Iteration 14Q: 3 clusters Score -365616.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -365626.031250 Penalty: 794.874268
	Iteration 15Q: 3 clusters Score -365626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -365633.062500 Penalty: 794.874268
	Iteration 16Q: 3 clusters Score -365633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -365636.031250 Penalty: 794.874268
	Iteration 17Q: 3 clusters Score -365636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -365637.781250 Penalty: 794.874268
	Iteration 18Q: 3 clusters Score -365637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -365638.187500 Penalty: 794.874268
	Iteration 19Q: 3 clusters Score -365638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -365640.812500 Penalty: 794.874268
	Iteration 20F: 3 clusters Score -365640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -365644.062500 Penalty: 794.874268
	Iteration 21Q: 3 clusters Score -365644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -365644.031250 Penalty: 794.874268
	Iteration 22Q: 3 clusters Score -365644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -365645.718750 Penalty: 794.874268
	Iteration 23Q: 3 clusters Score -365645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -365645.875000 Penalty: 794.874268
	Iteration 24Q: 3 clusters Score -365645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -365647.000000 Penalty: 794.874268
	Iteration 25Q: 3 clusters Score -365647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -365647.812500 Penalty: 794.874268
	Iteration 26Q: 3 clusters Score -365647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -365649.468750 Penalty: 794.874268
	Iteration 27Q: 3 clusters Score -365649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -365649.656250 Penalty: 794.874268
	Iteration 28Q: 3 clusters Score -365649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -365649.531250 Penalty: 794.874268
	Iteration 29Q: 3 clusters Score -365649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -365649.968750 Penalty: 794.874268
	Iteration 30Q: 3 clusters Score -365650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -365649.906250 Penalty: 794.874268
	Iteration 31Q: 3 clusters Score -365649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -365650.562500 Penalty: 794.874268
	Iteration 32Q: 3 clusters Score -365650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -365650.562500 Penalty: 794.874268
	Iteration 33F: 3 clusters Score -365650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -140111.609375 Penalty: 358.885071
	Iteration 0F: 2 clusters Score -140111.6 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 1306 members 
Entering Unmasked Estep 
Score: -138278.921875 Penalty: 717.770142
	Iteration 0F: 3 clusters Score -138278.9 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -138939.765625 Penalty: 717.770142
	Iteration 1F: 3 clusters Score -138939.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -139027.609375 Penalty: 717.770142
	Iteration 2F: 3 clusters Score -139027.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -139075.796875 Penalty: 717.770142
	Iteration 3Q: 3 clusters Score -139075.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -139120.437500 Penalty: 717.770142
	Iteration 4Q: 3 clusters Score -139120.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -139170.484375 Penalty: 717.770142
	Iteration 5Q: 3 clusters Score -139170.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -139225.343750 Penalty: 717.770142
	Iteration 6Q: 3 clusters Score -139225.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -139275.078125 Penalty: 717.770142
	Iteration 7Q: 3 clusters Score -139275.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -139336.531250 Penalty: 717.770142
	Iteration 8Q: 3 clusters Score -139336.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139404.656250 Penalty: 717.770142
	Iteration 9Q: 3 clusters Score -139404.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139470.046875 Penalty: 717.770142
	Iteration 10Q: 3 clusters Score -139470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139530.578125 Penalty: 717.770142
	Iteration 11Q: 3 clusters Score -139530.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -139574.062500 Penalty: 717.770142
	Iteration 12Q: 3 clusters Score -139574.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -139604.265625 Penalty: 717.770142
	Iteration 13Q: 3 clusters Score -139604.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -139631.265625 Penalty: 717.770142
	Iteration 14Q: 3 clusters Score -139631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -139647.078125 Penalty: 717.770142
	Iteration 15Q: 3 clusters Score -139647.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -139666.437500 Penalty: 717.770142
	Iteration 16Q: 3 clusters Score -139666.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -139690.562500 Penalty: 717.770142
	Iteration 17Q: 3 clusters Score -139690.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -139712.062500 Penalty: 717.770142
	Iteration 18Q: 3 clusters Score -139712.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -139733.703125 Penalty: 717.770142
	Iteration 19Q: 3 clusters Score -139733.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -139755.453125 Penalty: 717.770142
	Iteration 20F: 3 clusters Score -139755.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -139774.312500 Penalty: 717.770142
	Iteration 21Q: 3 clusters Score -139774.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -139785.218750 Penalty: 717.770142
	Iteration 22Q: 3 clusters Score -139785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -139797.453125 Penalty: 717.770142
	Iteration 23Q: 3 clusters Score -139797.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -139811.265625 Penalty: 717.770142
	Iteration 24Q: 3 clusters Score -139811.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -139825.984375 Penalty: 717.770142
	Iteration 25Q: 3 clusters Score -139826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -139840.156250 Penalty: 717.770142
	Iteration 26Q: 3 clusters Score -139840.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -139848.750000 Penalty: 717.770142
	Iteration 27Q: 3 clusters Score -139848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -139851.859375 Penalty: 717.770142
	Iteration 28Q: 3 clusters Score -139851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -139856.390625 Penalty: 717.770142
	Iteration 29Q: 3 clusters Score -139856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -139859.328125 Penalty: 717.770142
	Iteration 30Q: 3 clusters Score -139859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -139859.343750 Penalty: 717.770142
	Iteration 31Q: 3 clusters Score -139859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -139860.000000 Penalty: 717.770142
	Iteration 32Q: 3 clusters Score -139860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -139860.000000 Penalty: 717.770142
	Iteration 33F: 3 clusters Score -139860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -97013.039062 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97013.04 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -97408.781250 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97408.78 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97453.195312 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97453.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -97483.523438 Penalty: 680.307434
	Iteration 3Q: 3 clusters Score -97483.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -97511.601562 Penalty: 680.307434
	Iteration 4Q: 3 clusters Score -97511.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -97541.625000 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -97541.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -97572.070312 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -97572.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -97600.632812 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -97600.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -97632.039062 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -97632.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -97672.304688 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -97672.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97726.750000 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -97726.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97804.617188 Penalty: 680.307434
	Iteration 11F: 3 clusters Score -97804.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -97875.796875 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -97875.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -97923.421875 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -97923.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97977.429688 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -97977.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98013.148438 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -98013.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -98041.507812 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -98041.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98061.648438 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -98061.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98080.460938 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -98080.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98093.648438 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -98093.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98104.398438 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -98104.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98112.765625 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -98112.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98116.882812 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -98116.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98122.242188 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -98122.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98127.281250 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -98127.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98131.289062 Penalty: 680.307434
	Iteration 25Q: 3 clusters Score -98131.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98135.296875 Penalty: 680.307434
	Iteration 26Q: 3 clusters Score -98135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98139.210938 Penalty: 680.307434
	Iteration 27Q: 3 clusters Score -98139.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98141.296875 Penalty: 680.307434
	Iteration 28Q: 3 clusters Score -98141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98143.398438 Penalty: 680.307434
	Iteration 29Q: 3 clusters Score -98143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98148.289062 Penalty: 680.307434
	Iteration 30Q: 3 clusters Score -98148.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98152.554688 Penalty: 680.307434
	Iteration 31Q: 3 clusters Score -98152.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98154.273438 Penalty: 680.307434
	Iteration 32Q: 3 clusters Score -98154.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98155.429688 Penalty: 680.307434
	Iteration 33Q: 3 clusters Score -98155.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98156.195312 Penalty: 680.307434
	Iteration 34Q: 3 clusters Score -98156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98156.484375 Penalty: 680.307434
	Iteration 35Q: 3 clusters Score -98156.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98156.804688 Penalty: 680.307434
	Iteration 36Q: 3 clusters Score -98156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98157.125000 Penalty: 680.307434
	Iteration 37Q: 3 clusters Score -98157.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98157.125000 Penalty: 680.307434
	Iteration 38F: 3 clusters Score -98157.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -371295.531250 Penalty: 401.442474
	Iteration 0F: 2 clusters Score -371295.5 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 3376 members 
Entering Unmasked Estep 
Score: -366833.125000 Penalty: 802.884949
	Iteration 0F: 3 clusters Score -366833.1 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -368580.718750 Penalty: 802.884949
	Iteration 1F: 3 clusters Score -368580.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -368770.281250 Penalty: 802.884949
	Iteration 2F: 3 clusters Score -368770.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -368975.343750 Penalty: 802.884949
	Iteration 3F: 3 clusters Score -368975.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -369186.718750 Penalty: 802.884949
	Iteration 4F: 3 clusters Score -369186.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -369445.062500 Penalty: 802.884949
	Iteration 5F: 3 clusters Score -369445.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -369693.156250 Penalty: 802.884949
	Iteration 6Q: 3 clusters Score -369693.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -369936.437500 Penalty: 802.884949
	Iteration 7Q: 3 clusters Score -369936.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -370152.843750 Penalty: 802.884949
	Iteration 8Q: 3 clusters Score -370152.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -370260.593750 Penalty: 802.884949
	Iteration 9Q: 3 clusters Score -370260.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -370330.843750 Penalty: 802.884949
	Iteration 10Q: 3 clusters Score -370330.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -370371.156250 Penalty: 802.884949
	Iteration 11Q: 3 clusters Score -370371.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -370401.375000 Penalty: 802.884949
	Iteration 12Q: 3 clusters Score -370401.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -370425.343750 Penalty: 802.884949
	Iteration 13Q: 3 clusters Score -370425.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -370449.687500 Penalty: 802.884949
	Iteration 14Q: 3 clusters Score -370449.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -370470.281250 Penalty: 802.884949
	Iteration 15Q: 3 clusters Score -370470.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -370490.406250 Penalty: 802.884949
	Iteration 16Q: 3 clusters Score -370490.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -370508.031250 Penalty: 802.884949
	Iteration 17Q: 3 clusters Score -370508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -370522.875000 Penalty: 802.884949
	Iteration 18Q: 3 clusters Score -370522.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -370538.937500 Penalty: 802.884949
	Iteration 19Q: 3 clusters Score -370538.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -370558.156250 Penalty: 802.884949
	Iteration 20F: 3 clusters Score -370558.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -370584.906250 Penalty: 802.884949
	Iteration 21Q: 3 clusters Score -370584.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -370604.531250 Penalty: 802.884949
	Iteration 22Q: 3 clusters Score -370604.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370623.781250 Penalty: 802.884949
	Iteration 23Q: 3 clusters Score -370623.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -370644.406250 Penalty: 802.884949
	Iteration 24Q: 3 clusters Score -370644.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -370663.843750 Penalty: 802.884949
	Iteration 25Q: 3 clusters Score -370663.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -370681.281250 Penalty: 802.884949
	Iteration 26Q: 3 clusters Score -370681.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -370695.031250 Penalty: 802.884949
	Iteration 27Q: 3 clusters Score -370695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -370709.000000 Penalty: 802.884949
	Iteration 28Q: 3 clusters Score -370709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -370726.250000 Penalty: 802.884949
	Iteration 29Q: 3 clusters Score -370726.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -370747.968750 Penalty: 802.884949
	Iteration 30Q: 3 clusters Score -370748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -370764.843750 Penalty: 802.884949
	Iteration 31Q: 3 clusters Score -370764.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -370779.000000 Penalty: 802.884949
	Iteration 32Q: 3 clusters Score -370779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -370792.781250 Penalty: 802.884949
	Iteration 33Q: 3 clusters Score -370792.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -370809.468750 Penalty: 802.884949
	Iteration 34Q: 3 clusters Score -370809.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -370825.312500 Penalty: 802.884949
	Iteration 35Q: 3 clusters Score -370825.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -370836.250000 Penalty: 802.884949
	Iteration 36Q: 3 clusters Score -370836.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -370846.187500 Penalty: 802.884949
	Iteration 37Q: 3 clusters Score -370846.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -370861.875000 Penalty: 802.884949
	Iteration 38Q: 3 clusters Score -370861.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -370881.062500 Penalty: 802.884949
	Iteration 39Q: 3 clusters Score -370881.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -370902.375000 Penalty: 802.884949
	Iteration 40F: 3 clusters Score -370902.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -370920.031250 Penalty: 802.884949
	Iteration 41Q: 3 clusters Score -370920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -370932.968750 Penalty: 802.884949
	Iteration 42Q: 3 clusters Score -370933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -370945.968750 Penalty: 802.884949
	Iteration 43Q: 3 clusters Score -370946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -370963.406250 Penalty: 802.884949
	Iteration 44Q: 3 clusters Score -370963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -370974.031250 Penalty: 802.884949
	Iteration 45Q: 3 clusters Score -370974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -370984.687500 Penalty: 802.884949
	Iteration 46Q: 3 clusters Score -370984.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -370994.656250 Penalty: 802.884949
	Iteration 47Q: 3 clusters Score -370994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -371002.093750 Penalty: 802.884949
	Iteration 48Q: 3 clusters Score -371002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -371003.156250 Penalty: 802.884949
	Iteration 49Q: 3 clusters Score -371003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -371009.093750 Penalty: 802.884949
	Iteration 50Q: 3 clusters Score -371009.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -371017.656250 Penalty: 802.884949
	Iteration 51Q: 3 clusters Score -371017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -371024.468750 Penalty: 802.884949
	Iteration 52Q: 3 clusters Score -371024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -371031.375000 Penalty: 802.884949
	Iteration 53Q: 3 clusters Score -371031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -371036.843750 Penalty: 802.884949
	Iteration 54Q: 3 clusters Score -371036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -371044.593750 Penalty: 802.884949
	Iteration 55Q: 3 clusters Score -371044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -371049.500000 Penalty: 802.884949
	Iteration 56Q: 3 clusters Score -371049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -371050.125000 Penalty: 802.884949
	Iteration 57Q: 3 clusters Score -371050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -371051.500000 Penalty: 802.884949
	Iteration 58Q: 3 clusters Score -371051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -371052.812500 Penalty: 802.884949
	Iteration 59Q: 3 clusters Score -371052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -371053.187500 Penalty: 802.884949
	Iteration 60F: 3 clusters Score -371053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -371053.468750 Penalty: 802.884949
	Iteration 61Q: 3 clusters Score -371053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -371053.468750 Penalty: 802.884949
	Iteration 62F: 3 clusters Score -371053.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -78709.195312 Penalty: 327.381042
	Iteration 0F: 2 clusters Score -78709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -77719.992188 Penalty: 654.762085
	Iteration 0F: 3 clusters Score -77719.99 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -78042.875000 Penalty: 654.762085
	Iteration 1F: 3 clusters Score -78042.88 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -78108.835938 Penalty: 654.762085
	Iteration 2F: 3 clusters Score -78108.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78184.468750 Penalty: 654.762085
	Iteration 3F: 3 clusters Score -78184.47 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78261.500000 Penalty: 654.762085
	Iteration 4F: 3 clusters Score -78261.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78328.773438 Penalty: 654.762085
	Iteration 5F: 3 clusters Score -78328.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78399.156250 Penalty: 654.762085
	Iteration 6F: 3 clusters Score -78399.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78455.820312 Penalty: 654.762085
	Iteration 7Q: 3 clusters Score -78455.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78491.164062 Penalty: 654.762085
	Iteration 8Q: 3 clusters Score -78491.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78505.265625 Penalty: 654.762085
	Iteration 9Q: 3 clusters Score -78505.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78511.625000 Penalty: 654.762085
	Iteration 10Q: 3 clusters Score -78511.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78517.242188 Penalty: 654.762085
	Iteration 11Q: 3 clusters Score -78517.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78521.507812 Penalty: 654.762085
	Iteration 12Q: 3 clusters Score -78521.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78529.039062 Penalty: 654.762085
	Iteration 13Q: 3 clusters Score -78529.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78534.507812 Penalty: 654.762085
	Iteration 14Q: 3 clusters Score -78534.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78536.851562 Penalty: 654.762085
	Iteration 15Q: 3 clusters Score -78536.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78537.234375 Penalty: 654.762085
	Iteration 16Q: 3 clusters Score -78537.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78538.140625 Penalty: 654.762085
	Iteration 17Q: 3 clusters Score -78538.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78538.593750 Penalty: 654.762085
	Iteration 18Q: 3 clusters Score -78538.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78539.796875 Penalty: 654.762085
	Iteration 19Q: 3 clusters Score -78539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78542.109375 Penalty: 654.762085
	Iteration 20F: 3 clusters Score -78542.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78544.429688 Penalty: 654.762085
	Iteration 21Q: 3 clusters Score -78544.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78546.726562 Penalty: 654.762085
	Iteration 22Q: 3 clusters Score -78546.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78549.718750 Penalty: 654.762085
	Iteration 23Q: 3 clusters Score -78549.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78551.015625 Penalty: 654.762085
	Iteration 24Q: 3 clusters Score -78551.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78553.406250 Penalty: 654.762085
	Iteration 25Q: 3 clusters Score -78553.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78555.906250 Penalty: 654.762085
	Iteration 26Q: 3 clusters Score -78555.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78557.804688 Penalty: 654.762085
	Iteration 27Q: 3 clusters Score -78557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78563.648438 Penalty: 654.762085
	Iteration 28Q: 3 clusters Score -78563.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78565.007812 Penalty: 654.762085
	Iteration 29Q: 3 clusters Score -78565.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78565.421875 Penalty: 654.762085
	Iteration 30Q: 3 clusters Score -78565.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78565.445312 Penalty: 654.762085
	Iteration 31Q: 3 clusters Score -78565.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78565.445312 Penalty: 654.762085
	Iteration 32F: 3 clusters Score -78565.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Entering Unmasked Estep 
Score: -1475049.000000 Penalty: 463.076904
	Iteration 0F: 2 clusters Score -1475049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1457404.875000 Penalty: 926.153809
	Iteration 0F: 3 clusters Score -1457405 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1465110.625000 Penalty: 926.153809
	Iteration 1F: 3 clusters Score -1465111 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1465759.250000 Penalty: 926.153809
	Iteration 2F: 3 clusters Score -1465759 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1466749.000000 Penalty: 926.153809
	Iteration 3F: 3 clusters Score -1466749 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1468353.750000 Penalty: 926.153809
	Iteration 4F: 3 clusters Score -1468354 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1470527.375000 Penalty: 926.153809
	Iteration 5F: 3 clusters Score -1470527 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -1472583.000000 Penalty: 926.153809
	Iteration 6F: 3 clusters Score -1472583 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -1473870.000000 Penalty: 926.153809
	Iteration 7Q: 3 clusters Score -1473870 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -1474391.125000 Penalty: 926.153809
	Iteration 8Q: 3 clusters Score -1474391 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -1474571.250000 Penalty: 926.153809
	Iteration 9Q: 3 clusters Score -1474571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -1474621.875000 Penalty: 926.153809
	Iteration 10Q: 3 clusters Score -1474622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -1474647.375000 Penalty: 926.153809
	Iteration 11Q: 3 clusters Score -1474647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1474661.375000 Penalty: 926.153809
	Iteration 12Q: 3 clusters Score -1474661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -1474664.625000 Penalty: 926.153809
	Iteration 13Q: 3 clusters Score -1474665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1474666.125000 Penalty: 926.153809
	Iteration 14Q: 3 clusters Score -1474666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1474666.125000 Penalty: 926.153809
	Iteration 15F: 3 clusters Score -1474666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6095.532227 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6095.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5878.928711 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5878.929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5948.024902 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5948.025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5954.776367 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -5954.776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5954.776367 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -5954.776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -989924.250000 Penalty: 439.556732
	Iteration 0F: 2 clusters Score -989924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -979498.062500 Penalty: 879.113464
	Iteration 0F: 3 clusters Score -979498.1 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -983821.687500 Penalty: 879.113464
	Iteration 1F: 3 clusters Score -983821.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -984306.312500 Penalty: 879.113464
	Iteration 2F: 3 clusters Score -984306.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -984986.562500 Penalty: 879.113464
	Iteration 3F: 3 clusters Score -984986.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -985820.250000 Penalty: 879.113464
	Iteration 4F: 3 clusters Score -985820.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -986623.125000 Penalty: 879.113464
	Iteration 5F: 3 clusters Score -986623.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -987296.062500 Penalty: 879.113464
	Iteration 6F: 3 clusters Score -987296.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -987670.812500 Penalty: 879.113464
	Iteration 7Q: 3 clusters Score -987670.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -987857.375000 Penalty: 879.113464
	Iteration 8Q: 3 clusters Score -987857.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -987937.500000 Penalty: 879.113464
	Iteration 9Q: 3 clusters Score -987937.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -987983.500000 Penalty: 879.113464
	Iteration 10Q: 3 clusters Score -987983.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -988026.562500 Penalty: 879.113464
	Iteration 11Q: 3 clusters Score -988026.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -988063.562500 Penalty: 879.113464
	Iteration 12Q: 3 clusters Score -988063.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -988102.125000 Penalty: 879.113464
	Iteration 13Q: 3 clusters Score -988102.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -988150.312500 Penalty: 879.113464
	Iteration 14Q: 3 clusters Score -988150.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -988200.062500 Penalty: 879.113464
	Iteration 15Q: 3 clusters Score -988200.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -988246.500000 Penalty: 879.113464
	Iteration 16Q: 3 clusters Score -988246.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -988279.875000 Penalty: 879.113464
	Iteration 17Q: 3 clusters Score -988279.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -988322.750000 Penalty: 879.113464
	Iteration 18Q: 3 clusters Score -988322.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -988364.625000 Penalty: 879.113464
	Iteration 19Q: 3 clusters Score -988364.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -988404.437500 Penalty: 879.113464
	Iteration 20F: 3 clusters Score -988404.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -988431.500000 Penalty: 879.113464
	Iteration 21Q: 3 clusters Score -988431.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -988460.125000 Penalty: 879.113464
	Iteration 22Q: 3 clusters Score -988460.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -988482.812500 Penalty: 879.113464
	Iteration 23Q: 3 clusters Score -988482.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -988506.250000 Penalty: 879.113464
	Iteration 24Q: 3 clusters Score -988506.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -988524.312500 Penalty: 879.113464
	Iteration 25Q: 3 clusters Score -988524.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -988537.937500 Penalty: 879.113464
	Iteration 26Q: 3 clusters Score -988537.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -988548.062500 Penalty: 879.113464
	Iteration 27Q: 3 clusters Score -988548.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -988558.562500 Penalty: 879.113464
	Iteration 28Q: 3 clusters Score -988558.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -988568.625000 Penalty: 879.113464
	Iteration 29Q: 3 clusters Score -988568.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -988576.187500 Penalty: 879.113464
	Iteration 30Q: 3 clusters Score -988576.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -988583.687500 Penalty: 879.113464
	Iteration 31Q: 3 clusters Score -988583.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -988598.187500 Penalty: 879.113464
	Iteration 32Q: 3 clusters Score -988598.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -988617.062500 Penalty: 879.113464
	Iteration 33Q: 3 clusters Score -988617.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -988630.000000 Penalty: 879.113464
	Iteration 34Q: 3 clusters Score -988630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -988645.250000 Penalty: 879.113464
	Iteration 35Q: 3 clusters Score -988645.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -988664.000000 Penalty: 879.113464
	Iteration 36Q: 3 clusters Score -988664 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -988682.312500 Penalty: 879.113464
	Iteration 37Q: 3 clusters Score -988682.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -988703.562500 Penalty: 879.113464
	Iteration 38Q: 3 clusters Score -988703.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -988726.750000 Penalty: 879.113464
	Iteration 39Q: 3 clusters Score -988726.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -988742.625000 Penalty: 879.113464
	Iteration 40F: 3 clusters Score -988742.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -988772.750000 Penalty: 879.113464
	Iteration 41Q: 3 clusters Score -988772.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -988804.312500 Penalty: 879.113464
	Iteration 42Q: 3 clusters Score -988804.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -988846.312500 Penalty: 879.113464
	Iteration 43Q: 3 clusters Score -988846.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -988894.312500 Penalty: 879.113464
	Iteration 44Q: 3 clusters Score -988894.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -988944.000000 Penalty: 879.113464
	Iteration 45Q: 3 clusters Score -988944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -988981.062500 Penalty: 879.113464
	Iteration 46Q: 3 clusters Score -988981.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -989027.750000 Penalty: 879.113464
	Iteration 47Q: 3 clusters Score -989027.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -989069.500000 Penalty: 879.113464
	Iteration 48Q: 3 clusters Score -989069.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -989100.312500 Penalty: 879.113464
	Iteration 49Q: 3 clusters Score -989100.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -989133.125000 Penalty: 879.113464
	Iteration 50Q: 3 clusters Score -989133.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -989160.125000 Penalty: 879.113464
	Iteration 51Q: 3 clusters Score -989160.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -989182.312500 Penalty: 879.113464
	Iteration 52Q: 3 clusters Score -989182.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -989198.500000 Penalty: 879.113464
	Iteration 53Q: 3 clusters Score -989198.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -989216.125000 Penalty: 879.113464
	Iteration 54Q: 3 clusters Score -989216.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -989233.812500 Penalty: 879.113464
	Iteration 55Q: 3 clusters Score -989233.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -989258.250000 Penalty: 879.113464
	Iteration 56Q: 3 clusters Score -989258.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -989285.437500 Penalty: 879.113464
	Iteration 57Q: 3 clusters Score -989285.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -989312.437500 Penalty: 879.113464
	Iteration 58Q: 3 clusters Score -989312.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -989334.500000 Penalty: 879.113464
	Iteration 59Q: 3 clusters Score -989334.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -989351.500000 Penalty: 879.113464
	Iteration 60F: 3 clusters Score -989351.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -989365.562500 Penalty: 879.113464
	Iteration 61Q: 3 clusters Score -989365.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -989389.125000 Penalty: 879.113464
	Iteration 62Q: 3 clusters Score -989389.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -989407.625000 Penalty: 879.113464
	Iteration 63Q: 3 clusters Score -989407.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -989424.000000 Penalty: 879.113464
	Iteration 64Q: 3 clusters Score -989424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -989437.125000 Penalty: 879.113464
	Iteration 65Q: 3 clusters Score -989437.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -989446.625000 Penalty: 879.113464
	Iteration 66Q: 3 clusters Score -989446.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -989455.562500 Penalty: 879.113464
	Iteration 67Q: 3 clusters Score -989455.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -989463.312500 Penalty: 879.113464
	Iteration 68Q: 3 clusters Score -989463.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -989471.937500 Penalty: 879.113464
	Iteration 69Q: 3 clusters Score -989471.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -989482.562500 Penalty: 879.113464
	Iteration 70Q: 3 clusters Score -989482.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -989493.937500 Penalty: 879.113464
	Iteration 71Q: 3 clusters Score -989493.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -989505.000000 Penalty: 879.113464
	Iteration 72Q: 3 clusters Score -989505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -989514.187500 Penalty: 879.113464
	Iteration 73Q: 3 clusters Score -989514.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -989520.312500 Penalty: 879.113464
	Iteration 74Q: 3 clusters Score -989520.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -989522.875000 Penalty: 879.113464
	Iteration 75Q: 3 clusters Score -989522.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -989527.062500 Penalty: 879.113464
	Iteration 76Q: 3 clusters Score -989527.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -989528.437500 Penalty: 879.113464
	Iteration 77Q: 3 clusters Score -989528.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -989533.500000 Penalty: 879.113464
	Iteration 78Q: 3 clusters Score -989533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -989535.437500 Penalty: 879.113464
	Iteration 79Q: 3 clusters Score -989535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -989536.687500 Penalty: 879.113464
	Iteration 80F: 3 clusters Score -989536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -989542.375000 Penalty: 879.113464
	Iteration 81Q: 3 clusters Score -989542.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -989546.437500 Penalty: 879.113464
	Iteration 82Q: 3 clusters Score -989546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -989550.625000 Penalty: 879.113464
	Iteration 83Q: 3 clusters Score -989550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -989555.187500 Penalty: 879.113464
	Iteration 84Q: 3 clusters Score -989555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -989557.062500 Penalty: 879.113464
	Iteration 85Q: 3 clusters Score -989557.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -989559.625000 Penalty: 879.113464
	Iteration 86Q: 3 clusters Score -989559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -989560.625000 Penalty: 879.113464
	Iteration 87Q: 3 clusters Score -989560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -989561.687500 Penalty: 879.113464
	Iteration 88Q: 3 clusters Score -989561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -989565.500000 Penalty: 879.113464
	Iteration 89Q: 3 clusters Score -989565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -989567.750000 Penalty: 879.113464
	Iteration 90Q: 3 clusters Score -989567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -989568.125000 Penalty: 879.113464
	Iteration 91Q: 3 clusters Score -989568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -989568.125000 Penalty: 879.113464
	Iteration 92Q: 3 clusters Score -989568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -989568.375000 Penalty: 879.113464
	Iteration 93Q: 3 clusters Score -989568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -989570.312500 Penalty: 879.113464
	Iteration 94Q: 3 clusters Score -989570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -989571.125000 Penalty: 879.113464
	Iteration 95Q: 3 clusters Score -989571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -989570.937500 Penalty: 879.113464
	Iteration 96Q: 3 clusters Score -989570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -989570.562500 Penalty: 879.113464
	Iteration 97Q: 3 clusters Score -989570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -989572.500000 Penalty: 879.113464
	Iteration 98Q: 3 clusters Score -989572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -989573.312500 Penalty: 879.113464
	Iteration 99Q: 3 clusters Score -989573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -989575.062500 Penalty: 879.113464
	Iteration 100F: 3 clusters Score -989575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -989574.625000 Penalty: 879.113464
	Iteration 101Q: 3 clusters Score -989574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -989576.937500 Penalty: 879.113464
	Iteration 102Q: 3 clusters Score -989576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -989579.750000 Penalty: 879.113464
	Iteration 103Q: 3 clusters Score -989579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -989581.062500 Penalty: 879.113464
	Iteration 104Q: 3 clusters Score -989581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -989582.687500 Penalty: 879.113464
	Iteration 105Q: 3 clusters Score -989582.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -989585.125000 Penalty: 879.113464
	Iteration 106Q: 3 clusters Score -989585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -989586.437500 Penalty: 879.113464
	Iteration 107Q: 3 clusters Score -989586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -989586.687500 Penalty: 879.113464
	Iteration 108Q: 3 clusters Score -989586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -989587.875000 Penalty: 879.113464
	Iteration 109Q: 3 clusters Score -989587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -989588.625000 Penalty: 879.113464
	Iteration 110Q: 3 clusters Score -989588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -989590.375000 Penalty: 879.113464
	Iteration 111Q: 3 clusters Score -989590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -989592.437500 Penalty: 879.113464
	Iteration 112Q: 3 clusters Score -989592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -989594.125000 Penalty: 879.113464
	Iteration 113Q: 3 clusters Score -989594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -989594.375000 Penalty: 879.113464
	Iteration 114Q: 3 clusters Score -989594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -989595.062500 Penalty: 879.113464
	Iteration 115Q: 3 clusters Score -989595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -989595.312500 Penalty: 879.113464
	Iteration 116Q: 3 clusters Score -989595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -989596.250000 Penalty: 879.113464
	Iteration 117Q: 3 clusters Score -989596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -989596.250000 Penalty: 879.113464
	Iteration 118F: 3 clusters Score -989596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -159033.125000 Penalty: 362.621521
	Iteration 0F: 2 clusters Score -159033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -157034.015625 Penalty: 725.243042
	Iteration 0F: 3 clusters Score -157034 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -157879.703125 Penalty: 725.243042
	Iteration 1F: 3 clusters Score -157879.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -158107.671875 Penalty: 725.243042
	Iteration 2F: 3 clusters Score -158107.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -158302.453125 Penalty: 725.243042
	Iteration 3F: 3 clusters Score -158302.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -158430.437500 Penalty: 725.243042
	Iteration 4F: 3 clusters Score -158430.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -158512.921875 Penalty: 725.243042
	Iteration 5Q: 3 clusters Score -158512.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -158592.421875 Penalty: 725.243042
	Iteration 6Q: 3 clusters Score -158592.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -158648.500000 Penalty: 725.243042
	Iteration 7Q: 3 clusters Score -158648.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -158688.609375 Penalty: 725.243042
	Iteration 8Q: 3 clusters Score -158688.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -158729.718750 Penalty: 725.243042
	Iteration 9Q: 3 clusters Score -158729.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -158766.765625 Penalty: 725.243042
	Iteration 10Q: 3 clusters Score -158766.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -158796.156250 Penalty: 725.243042
	Iteration 11Q: 3 clusters Score -158796.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -158821.953125 Penalty: 725.243042
	Iteration 12Q: 3 clusters Score -158822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -158846.609375 Penalty: 725.243042
	Iteration 13Q: 3 clusters Score -158846.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -158864.000000 Penalty: 725.243042
	Iteration 14Q: 3 clusters Score -158864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -158873.953125 Penalty: 725.243042
	Iteration 15Q: 3 clusters Score -158874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -158884.406250 Penalty: 725.243042
	Iteration 16Q: 3 clusters Score -158884.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -158895.625000 Penalty: 725.243042
	Iteration 17Q: 3 clusters Score -158895.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -158907.765625 Penalty: 725.243042
	Iteration 18Q: 3 clusters Score -158907.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -158914.750000 Penalty: 725.243042
	Iteration 19Q: 3 clusters Score -158914.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -158920.375000 Penalty: 725.243042
	Iteration 20F: 3 clusters Score -158920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -158929.000000 Penalty: 725.243042
	Iteration 21Q: 3 clusters Score -158929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -158935.312500 Penalty: 725.243042
	Iteration 22Q: 3 clusters Score -158935.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -158939.687500 Penalty: 725.243042
	Iteration 23Q: 3 clusters Score -158939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -158943.890625 Penalty: 725.243042
	Iteration 24Q: 3 clusters Score -158943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -158947.328125 Penalty: 725.243042
	Iteration 25Q: 3 clusters Score -158947.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -158953.781250 Penalty: 725.243042
	Iteration 26Q: 3 clusters Score -158953.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -158961.484375 Penalty: 725.243042
	Iteration 27Q: 3 clusters Score -158961.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -158966.843750 Penalty: 725.243042
	Iteration 28Q: 3 clusters Score -158966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -158969.187500 Penalty: 725.243042
	Iteration 29Q: 3 clusters Score -158969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -158974.234375 Penalty: 725.243042
	Iteration 30Q: 3 clusters Score -158974.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -158979.218750 Penalty: 725.243042
	Iteration 31Q: 3 clusters Score -158979.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -158982.750000 Penalty: 725.243042
	Iteration 32Q: 3 clusters Score -158982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -158986.875000 Penalty: 725.243042
	Iteration 33Q: 3 clusters Score -158986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -158988.703125 Penalty: 725.243042
	Iteration 34Q: 3 clusters Score -158988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -158989.859375 Penalty: 725.243042
	Iteration 35Q: 3 clusters Score -158989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -158992.359375 Penalty: 725.243042
	Iteration 36Q: 3 clusters Score -158992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -158994.343750 Penalty: 725.243042
	Iteration 37Q: 3 clusters Score -158994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -158995.687500 Penalty: 725.243042
	Iteration 38Q: 3 clusters Score -158995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -158995.984375 Penalty: 725.243042
	Iteration 39Q: 3 clusters Score -158996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -158996.359375 Penalty: 725.243042
	Iteration 40F: 3 clusters Score -158996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -158996.312500 Penalty: 725.243042
	Iteration 41Q: 3 clusters Score -158996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -158996.312500 Penalty: 725.243042
	Iteration 42F: 3 clusters Score -158996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -60897.164062 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60897.16 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61171.496094 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61171.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -61211.039062 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61211.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -61245.699219 Penalty: 637.113342
	Iteration 3Q: 3 clusters Score -61245.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -61275.789062 Penalty: 637.113342
	Iteration 4F: 3 clusters Score -61275.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -61299.664062 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61299.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -61324.125000 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61324.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61356.632812 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61356.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61394.722656 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61394.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61446.488281 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61446.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61487.085938 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61487.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61506.320312 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61506.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61519.660156 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61519.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61531.621094 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61531.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61540.726562 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61540.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61545.121094 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61545.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61549.007812 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61549.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61554.718750 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61554.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61557.078125 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61557.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61560.222656 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61560.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61567.832031 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61567.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61570.257812 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61570.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61571.574219 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61571.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61572.183594 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61572.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61572.183594 Penalty: 637.113342
	Iteration 24F: 3 clusters Score -61572.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27132.316406 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27132.32 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27247.064453 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27247.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27278.957031 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27278.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27313.058594 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27313.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27349.330078 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27349.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27384.765625 Penalty: 564.798401
	Iteration 5F: 3 clusters Score -27384.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27407.646484 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27407.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27423.576172 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27423.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27433.982422 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27433.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27437.080078 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27437.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27439.314453 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27439.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27441.015625 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27441.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27442.593750 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -27442.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27445.716797 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -27445.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27450.730469 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -27450.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27459.236328 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -27459.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27463.583984 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -27463.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27463.583984 Penalty: 564.798401
	Iteration 17F: 3 clusters Score -27463.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5161.221191 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5161.221 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 63 members 
Entering Unmasked Estep 
Score: -4942.179688 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4942.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4982.952637 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4982.953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4992.642578 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -4992.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4999.328613 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4999.329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5007.566406 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5007.566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5011.232910 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5011.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5011.232910 Penalty: 428.567261
	Iteration 6F: 3 clusters Score -5011.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4760.195801 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4760.196 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 50 members 
Entering Unmasked Estep 
Score: -4559.496582 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4559.497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4598.324707 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4598.325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4606.105469 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -4606.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4610.378418 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4610.378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4610.378418 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -4610.378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170711 members 
Entering Unmasked Estep 
Score: -9949665.000000 Penalty: 548.171631
	Iteration 0F: 2 clusters Score -9949665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -9839574.000000 Penalty: 1096.343262
	Iteration 0F: 3 clusters Score -9839574 nChanged 84010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -9893187.000000 Penalty: 1096.343262
	Iteration 1F: 3 clusters Score -9893187 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -9896060.000000 Penalty: 1096.343262
	Iteration 2Q: 3 clusters Score -9896060 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 102676 members 
Entering Unmasked Estep 
Score: -9899568.000000 Penalty: 1096.343262
	Iteration 3F: 3 clusters Score -9899568 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -9903974.000000 Penalty: 1096.343262
	Iteration 4F: 3 clusters Score -9903974 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 119705 members 
Entering Unmasked Estep 
Score: -9910310.000000 Penalty: 1096.343262
	Iteration 5F: 3 clusters Score -9910310 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 131110 members 
Entering Unmasked Estep 
Score: -9919128.000000 Penalty: 1096.343262
	Iteration 6F: 3 clusters Score -9919128 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -9929069.000000 Penalty: 1096.343262
	Iteration 7F: 3 clusters Score -9929069 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -9938080.000000 Penalty: 1096.343262
	Iteration 8F: 3 clusters Score -9938080 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 163392 members 
Entering Unmasked Estep 
Score: -9944094.000000 Penalty: 1096.343262
	Iteration 9Q: 3 clusters Score -9944094 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -9947249.000000 Penalty: 1096.343262
	Iteration 10Q: 3 clusters Score -9947249 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -9948591.000000 Penalty: 1096.343262
	Iteration 11Q: 3 clusters Score -9948591 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 170271 members 
Entering Unmasked Estep 
Score: -9949031.000000 Penalty: 1096.343262
	Iteration 12Q: 3 clusters Score -9949031 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170469 members 
Entering Unmasked Estep 
Score: -9949155.000000 Penalty: 1096.343262
	Iteration 13Q: 3 clusters Score -9949155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 170544 members 
Entering Unmasked Estep 
Score: -9949191.000000 Penalty: 1096.343262
	Iteration 14Q: 3 clusters Score -9949191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170575 members 
Entering Unmasked Estep 
Score: -9949202.000000 Penalty: 1096.343262
	Iteration 15Q: 3 clusters Score -9949202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -9949205.000000 Penalty: 1096.343262
	Iteration 16Q: 3 clusters Score -9949205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -9949214.000000 Penalty: 1096.343262
	Iteration 17Q: 3 clusters Score -9949214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170603 members 
Entering Unmasked Estep 
Score: -9949221.000000 Penalty: 1096.343262
	Iteration 18Q: 3 clusters Score -9949221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170603 members 
Entering Unmasked Estep 
Score: -9949232.000000 Penalty: 1096.343262
	Iteration 19Q: 3 clusters Score -9949232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170603 members 
Entering Unmasked Estep 
Score: -9949250.000000 Penalty: 1096.343262
	Iteration 20F: 3 clusters Score -9949250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -9949252.000000 Penalty: 1096.343262
	Iteration 21Q: 3 clusters Score -9949252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170603 members 
Entering Unmasked Estep 
Score: -9949252.000000 Penalty: 1096.343262
	Iteration 22Q: 3 clusters Score -9949252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 170605 members 
Entering Unmasked Estep 
Score: -9949263.000000 Penalty: 1096.343262
	Iteration 23Q: 3 clusters Score -9949263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 170604 members 
Entering Unmasked Estep 
Score: -9949256.000000 Penalty: 1096.343262
	Iteration 24Q: 3 clusters Score -9949256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -9949259.000000 Penalty: 1096.343262
	Iteration 25Q: 3 clusters Score -9949259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -9949259.000000 Penalty: 1096.343262
	Iteration 26F: 3 clusters Score -9949259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 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 106 members 
Entering Unmasked Estep 
Score: -9935.204102 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9935.204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10063.076172 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10063.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10098.098633 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10098.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10122.635742 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -10122.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10157.855469 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -10157.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10182.505859 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -10182.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10198.512695 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10198.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10218.625977 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10218.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10243.848633 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10243.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10246.729492 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10246.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10247.898438 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -10247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10247.898438 Penalty: 488.728058
	Iteration 11F: 3 clusters Score -10247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 6216 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26305 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15687 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170711 members 
Mstep: Class 20 contains 78 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19418 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125816 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 137 members 
Entering Unmasked Estep 
Score: -23055440.000000 Penalty: 17048.580078
Splitting cluster 20 changes total score from -23055698.000000 to -23055440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52962.140625 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52962.14 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53177.402344 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53177.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53238.554688 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53238.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53282.828125 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -53282.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53314.871094 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53314.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53346.621094 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53346.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53376.066406 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53376.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53389.773438 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53389.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53402.925781 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53402.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53412.410156 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53412.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53423.117188 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53423.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53436.468750 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53436.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53443.421875 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53443.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53449.507812 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53449.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53452.796875 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53462.417969 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53462.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53476.988281 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53476.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53489.300781 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53494.976562 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53494.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53498.449219 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53498.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -53502.406250 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53502.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -53503.058594 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53503.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53503.671875 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53503.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53503.671875 Penalty: 624.606079
	Iteration 23F: 3 clusters Score -53503.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Entering Unmasked Estep 
Score: -1208633.000000 Penalty: 449.264984
	Iteration 0F: 2 clusters Score -1208633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1195734.750000 Penalty: 898.529968
	Iteration 0F: 3 clusters Score -1195735 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1201416.000000 Penalty: 898.529968
	Iteration 1F: 3 clusters Score -1201416 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1202015.250000 Penalty: 898.529968
	Iteration 2F: 3 clusters Score -1202015 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1203034.250000 Penalty: 898.529968
	Iteration 3F: 3 clusters Score -1203034 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1204340.125000 Penalty: 898.529968
	Iteration 4F: 3 clusters Score -1204340 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1205380.500000 Penalty: 898.529968
	Iteration 5F: 3 clusters Score -1205380 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1205823.500000 Penalty: 898.529968
	Iteration 6Q: 3 clusters Score -1205824 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1205980.125000 Penalty: 898.529968
	Iteration 7Q: 3 clusters Score -1205980 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1206073.000000 Penalty: 898.529968
	Iteration 8Q: 3 clusters Score -1206073 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1206156.625000 Penalty: 898.529968
	Iteration 9Q: 3 clusters Score -1206157 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1206232.125000 Penalty: 898.529968
	Iteration 10Q: 3 clusters Score -1206232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1206303.750000 Penalty: 898.529968
	Iteration 11Q: 3 clusters Score -1206304 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1206359.000000 Penalty: 898.529968
	Iteration 12Q: 3 clusters Score -1206359 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1206421.000000 Penalty: 898.529968
	Iteration 13Q: 3 clusters Score -1206421 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1206460.375000 Penalty: 898.529968
	Iteration 14Q: 3 clusters Score -1206460 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1206501.250000 Penalty: 898.529968
	Iteration 15Q: 3 clusters Score -1206501 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1206532.750000 Penalty: 898.529968
	Iteration 16Q: 3 clusters Score -1206533 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1206551.000000 Penalty: 898.529968
	Iteration 17Q: 3 clusters Score -1206551 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1206569.250000 Penalty: 898.529968
	Iteration 18Q: 3 clusters Score -1206569 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1206592 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1206618 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1206628 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1206646 nChanged 97
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Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1206662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1206674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1206698 nChanged 122
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1206732 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1206760 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1206790 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1206809 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1206829 nChanged 120
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Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1206853 nChanged 117
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1206873 nChanged 133
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Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1206906 nChanged 138
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Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1206940 nChanged 125
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Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1206969 nChanged 118
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Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1206997 nChanged 123
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Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1207023 nChanged 114
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Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1207048 nChanged 124
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Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1207086 nChanged 141
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Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1207124 nChanged 134
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Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1207159 nChanged 115
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1207181 nChanged 125
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Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1207265 nChanged 117
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Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1207312 nChanged 110
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Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 14865 members 
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	Iteration 48Q: 3 clusters Score -1207330 nChanged 118
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Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 14981 members 
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	Iteration 49Q: 3 clusters Score -1207349 nChanged 112
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Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1207364 nChanged 117
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 15210 members 
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	Iteration 51Q: 3 clusters Score -1207385 nChanged 109
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Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 15319 members 
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Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15443 members 
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Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 15570 members 
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	Iteration 54Q: 3 clusters Score -1207453 nChanged 114
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Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1207472 nChanged 108
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Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15792 members 
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	Iteration 56Q: 3 clusters Score -1207486 nChanged 104
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Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1207509 nChanged 107
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Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1207531 nChanged 101
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Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16104 members 
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	Iteration 59Q: 3 clusters Score -1207548 nChanged 104
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Mstep: Class 1 contains 3210 members 
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	Iteration 60F: 3 clusters Score -1207562 nChanged 103
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Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16311 members 
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Mstep: Class 1 contains 3008 members 
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	Iteration 62Q: 3 clusters Score -1207611 nChanged 94
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Mstep: Class 1 contains 2916 members 
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	Iteration 63Q: 3 clusters Score -1207631 nChanged 102
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Mstep: Class 1 contains 2816 members 
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	Iteration 64Q: 3 clusters Score -1207650 nChanged 108
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Mstep: Class 1 contains 2708 members 
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	Iteration 65Q: 3 clusters Score -1207672 nChanged 99
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Mstep: Class 1 contains 2609 members 
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	Iteration 66Q: 3 clusters Score -1207693 nChanged 78
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Mstep: Class 1 contains 2533 members 
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	Iteration 67Q: 3 clusters Score -1207707 nChanged 74
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Mstep: Class 1 contains 2459 members 
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	Iteration 68Q: 3 clusters Score -1207715 nChanged 71
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Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 17030 members 
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	Iteration 69Q: 3 clusters Score -1207731 nChanged 71
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Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17101 members 
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	Iteration 70Q: 3 clusters Score -1207744 nChanged 70
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Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17171 members 
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	Iteration 71Q: 3 clusters Score -1207756 nChanged 65
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17236 members 
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	Iteration 72Q: 3 clusters Score -1207770 nChanged 66
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17300 members 
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	Iteration 73Q: 3 clusters Score -1207785 nChanged 61
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Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17361 members 
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	Iteration 74Q: 3 clusters Score -1207794 nChanged 60
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Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 17421 members 
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	Iteration 75Q: 3 clusters Score -1207801 nChanged 57
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Mstep: Class 1 contains 1940 members 
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	Iteration 76Q: 3 clusters Score -1207815 nChanged 57
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Mstep: Class 1 contains 1883 members 
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	Iteration 77Q: 3 clusters Score -1207826 nChanged 55
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Mstep: Class 1 contains 1828 members 
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	Iteration 78Q: 3 clusters Score -1207834 nChanged 53
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Mstep: Class 1 contains 1775 members 
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	Iteration 79Q: 3 clusters Score -1207847 nChanged 46
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Mstep: Class 1 contains 1729 members 
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	Iteration 80F: 3 clusters Score -1207855 nChanged 54
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Mstep: Class 1 contains 1675 members 
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	Iteration 81Q: 3 clusters Score -1207864 nChanged 54
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Mstep: Class 1 contains 1621 members 
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	Iteration 82Q: 3 clusters Score -1207872 nChanged 60
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Mstep: Class 1 contains 1561 members 
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	Iteration 83Q: 3 clusters Score -1207888 nChanged 69
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Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17926 members 
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	Iteration 84Q: 3 clusters Score -1207898 nChanged 73
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Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17999 members 
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	Iteration 85Q: 3 clusters Score -1207916 nChanged 74
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Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18073 members 
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	Iteration 86Q: 3 clusters Score -1207939 nChanged 69
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Mstep: Class 1 contains 1276 members 
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	Iteration 87Q: 3 clusters Score -1207960 nChanged 53
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Mstep: Class 1 contains 1223 members 
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Mstep: Class 1 contains 1172 members 
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	Iteration 89Q: 3 clusters Score -1207982 nChanged 60
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Mstep: Class 1 contains 1112 members 
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	Iteration 90Q: 3 clusters Score -1208002 nChanged 54
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Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18360 members 
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	Iteration 91Q: 3 clusters Score -1208017 nChanged 53
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Mstep: Class 1 contains 1005 members 
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	Iteration 92Q: 3 clusters Score -1208032 nChanged 48
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Mstep: Class 1 contains 957 members 
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	Iteration 93Q: 3 clusters Score -1208046 nChanged 46
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Mstep: Class 1 contains 915 members 
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	Iteration 94Q: 3 clusters Score -1208061 nChanged 35
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Mstep: Class 1 contains 882 members 
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	Iteration 95Q: 3 clusters Score -1208069 nChanged 33
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Mstep: Class 1 contains 851 members 
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	Iteration 96Q: 3 clusters Score -1208081 nChanged 33
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Mstep: Class 1 contains 818 members 
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	Iteration 97Q: 3 clusters Score -1208089 nChanged 26
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Mstep: Class 1 contains 792 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1208097 nChanged 31
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Mstep: Class 1 contains 761 members 
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Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1208107 nChanged 16
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Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18696 members 
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	Iteration 101Q: 3 clusters Score -1208110 nChanged 18
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Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18714 members 
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	Iteration 102Q: 3 clusters Score -1208111 nChanged 22
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Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18736 members 
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	Iteration 103Q: 3 clusters Score -1208119 nChanged 26
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Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18762 members 
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	Iteration 104Q: 3 clusters Score -1208128 nChanged 28
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Mstep: Class 1 contains 628 members 
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	Iteration 105Q: 3 clusters Score -1208139 nChanged 18
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Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18808 members 
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	Iteration 106Q: 3 clusters Score -1208144 nChanged 12
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Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18820 members 
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	Iteration 107Q: 3 clusters Score -1208148 nChanged 12
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Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18832 members 
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Score: -1208150.000000 Penalty: 898.529968
	Iteration 108Q: 3 clusters Score -1208150 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1208156 nChanged 15
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Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1208160 nChanged 7
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Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -1208161.500000 Penalty: 898.529968
	Iteration 111Q: 3 clusters Score -1208162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1208161.500000 Penalty: 898.529968
	Iteration 112Q: 3 clusters Score -1208162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1208163.250000 Penalty: 898.529968
	Iteration 113Q: 3 clusters Score -1208163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1208163.625000 Penalty: 898.529968
	Iteration 114Q: 3 clusters Score -1208164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1208162.875000 Penalty: 898.529968
	Iteration 115Q: 3 clusters Score -1208163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1208164.125000 Penalty: 898.529968
	Iteration 116Q: 3 clusters Score -1208164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1208166.250000 Penalty: 898.529968
	Iteration 117Q: 3 clusters Score -1208166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1208167.750000 Penalty: 898.529968
	Iteration 118Q: 3 clusters Score -1208168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1208170.500000 Penalty: 898.529968
	Iteration 119Q: 3 clusters Score -1208170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1208173.000000 Penalty: 898.529968
	Iteration 120F: 3 clusters Score -1208173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1208179.000000 Penalty: 898.529968
	Iteration 121Q: 3 clusters Score -1208179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -1208183.375000 Penalty: 898.529968
	Iteration 122Q: 3 clusters Score -1208183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1208189.750000 Penalty: 898.529968
	Iteration 123Q: 3 clusters Score -1208190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -1208198.125000 Penalty: 898.529968
	Iteration 124Q: 3 clusters Score -1208198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1208200.000000 Penalty: 898.529968
	Iteration 125Q: 3 clusters Score -1208200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1208202.750000 Penalty: 898.529968
	Iteration 126Q: 3 clusters Score -1208203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1208207.125000 Penalty: 898.529968
	Iteration 127Q: 3 clusters Score -1208207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1208213.125000 Penalty: 898.529968
	Iteration 128Q: 3 clusters Score -1208213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1208217.500000 Penalty: 898.529968
	Iteration 129Q: 3 clusters Score -1208218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1208220.500000 Penalty: 898.529968
	Iteration 130Q: 3 clusters Score -1208220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1208225.875000 Penalty: 898.529968
	Iteration 131Q: 3 clusters Score -1208226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1208228.500000 Penalty: 898.529968
	Iteration 132Q: 3 clusters Score -1208228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1208230.500000 Penalty: 898.529968
	Iteration 133Q: 3 clusters Score -1208230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1208231.375000 Penalty: 898.529968
	Iteration 134Q: 3 clusters Score -1208231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1208233.250000 Penalty: 898.529968
	Iteration 135Q: 3 clusters Score -1208233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1208233.250000 Penalty: 898.529968
	Iteration 136Q: 3 clusters Score -1208233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1208235.375000 Penalty: 898.529968
	Iteration 137Q: 3 clusters Score -1208235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1208234.875000 Penalty: 898.529968
	Iteration 138Q: 3 clusters Score -1208235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -1208234.375000 Penalty: 898.529968
	Iteration 139Q: 3 clusters Score -1208234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -1208234.375000 Penalty: 898.529968
	Iteration 140F: 3 clusters Score -1208234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1314.549927 Penalty: 315.381958
	Iteration 0F: 3 clusters Score -1314.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1323.123779 Penalty: 315.381958
	Iteration 1Q: 3 clusters Score -1323.124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -1339.073242 Penalty: 315.381958
	Iteration 2Q: 3 clusters Score -1339.073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -1339.073242 Penalty: 315.381958
	Iteration 3F: 3 clusters Score -1339.073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -21035.265625 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -21035.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20638.443359 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -20638.44 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20743.126953 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -20743.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20760.695312 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -20760.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20779.642578 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -20779.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20784.695312 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -20784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20785.332031 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -20785.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20786.189453 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -20786.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20787.441406 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -20787.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20789.513672 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -20789.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20791.591797 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -20791.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20793.486328 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -20793.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20796.328125 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -20796.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20799.101562 Penalty: 541.271179
	Iteration 12Q: 3 clusters Score -20799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20800.808594 Penalty: 541.271179
	Iteration 13Q: 3 clusters Score -20800.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20802.154297 Penalty: 541.271179
	Iteration 14Q: 3 clusters Score -20802.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20805.605469 Penalty: 541.271179
	Iteration 15Q: 3 clusters Score -20805.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20807.390625 Penalty: 541.271179
	Iteration 16Q: 3 clusters Score -20807.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20808.404297 Penalty: 541.271179
	Iteration 17Q: 3 clusters Score -20808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20808.869141 Penalty: 541.271179
	Iteration 18Q: 3 clusters Score -20808.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20809.105469 Penalty: 541.271179
	Iteration 19Q: 3 clusters Score -20809.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20809.105469 Penalty: 541.271179
	Iteration 20F: 3 clusters Score -20809.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -12314.753906 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -12314.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12003.969727 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -12003.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12071.447266 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -12071.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12083.254883 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -12083.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12095.638672 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -12095.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12120.461914 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -12120.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12134.726562 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -12134.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12139.093750 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -12139.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12142.145508 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -12142.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12143.619141 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -12143.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12144.262695 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -12144.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12144.262695 Penalty: 496.822296
	Iteration 10F: 3 clusters Score -12144.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8184.785156 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -8184.785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7976.272461 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7976.272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8108.970703 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -8108.971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8136.104980 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -8136.105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8143.850098 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -8143.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8146.097656 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -8146.098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8146.097656 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -8146.098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (125816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125816 members 
Entering Unmasked Estep 
Score: -7489900.000000 Penalty: 534.287170
	Iteration 0F: 2 clusters Score -7489900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -7407880.000000 Penalty: 1068.574341
	Iteration 0F: 3 clusters Score -7407880 nChanged 61728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -7450832.000000 Penalty: 1068.574341
	Iteration 1F: 3 clusters Score -7450832 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -7458205.000000 Penalty: 1068.574341
	Iteration 2F: 3 clusters Score -7458205 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -7466203.000000 Penalty: 1068.574341
	Iteration 3F: 3 clusters Score -7466203 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -7472592.000000 Penalty: 1068.574341
	Iteration 4F: 3 clusters Score -7472592 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -7476082.000000 Penalty: 1068.574341
	Iteration 5F: 3 clusters Score -7476082 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -7477803.500000 Penalty: 1068.574341
	Iteration 6Q: 3 clusters Score -7477804 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -7478785.000000 Penalty: 1068.574341
	Iteration 7Q: 3 clusters Score -7478785 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7479835.500000 Penalty: 1068.574341
	Iteration 8Q: 3 clusters Score -7479836 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -7481069.000000 Penalty: 1068.574341
	Iteration 9Q: 3 clusters Score -7481069 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -7482408.500000 Penalty: 1068.574341
	Iteration 10Q: 3 clusters Score -7482408 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -7483812.500000 Penalty: 1068.574341
	Iteration 11Q: 3 clusters Score -7483812 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -7485168.000000 Penalty: 1068.574341
	Iteration 12Q: 3 clusters Score -7485168 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -7486558.500000 Penalty: 1068.574341
	Iteration 13Q: 3 clusters Score -7486558 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -7487638.500000 Penalty: 1068.574341
	Iteration 14Q: 3 clusters Score -7487638 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -7488561.000000 Penalty: 1068.574341
	Iteration 15Q: 3 clusters Score -7488561 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118934 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -7489118.500000 Penalty: 1068.574341
	Iteration 16Q: 3 clusters Score -7489118 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7489547.500000 Penalty: 1068.574341
	Iteration 17Q: 3 clusters Score -7489548 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7489780.500000 Penalty: 1068.574341
	Iteration 18Q: 3 clusters Score -7489780 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -7489969.000000 Penalty: 1068.574341
	Iteration 19Q: 3 clusters Score -7489969 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7490251.500000 Penalty: 1068.574341
	Iteration 20F: 3 clusters Score -7490252 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123030 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7490457.000000 Penalty: 1068.574341
	Iteration 21Q: 3 clusters Score -7490457 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7490573.500000 Penalty: 1068.574341
	Iteration 22Q: 3 clusters Score -7490574 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123878 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7490574.000000 Penalty: 1068.574341
	Iteration 23Q: 3 clusters Score -7490574 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124143 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7490510.500000 Penalty: 1068.574341
	Iteration 24Q: 3 clusters Score -7490510 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124354 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7490495.000000 Penalty: 1068.574341
	Iteration 25Q: 3 clusters Score -7490495 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124528 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7490444.000000 Penalty: 1068.574341
	Iteration 26Q: 3 clusters Score -7490444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124652 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7490419.500000 Penalty: 1068.574341
	Iteration 27Q: 3 clusters Score -7490420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124758 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7490375.500000 Penalty: 1068.574341
	Iteration 28Q: 3 clusters Score -7490376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124843 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7490348.000000 Penalty: 1068.574341
	Iteration 29Q: 3 clusters Score -7490348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124912 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7490325.500000 Penalty: 1068.574341
	Iteration 30Q: 3 clusters Score -7490326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7490291.000000 Penalty: 1068.574341
	Iteration 31Q: 3 clusters Score -7490291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7490278.000000 Penalty: 1068.574341
	Iteration 32Q: 3 clusters Score -7490278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7490269.500000 Penalty: 1068.574341
	Iteration 33Q: 3 clusters Score -7490270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7490260.000000 Penalty: 1068.574341
	Iteration 34Q: 3 clusters Score -7490260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125080 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7490256.000000 Penalty: 1068.574341
	Iteration 35Q: 3 clusters Score -7490256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7490244.000000 Penalty: 1068.574341
	Iteration 36Q: 3 clusters Score -7490244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7490230.500000 Penalty: 1068.574341
	Iteration 37Q: 3 clusters Score -7490230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7490234.500000 Penalty: 1068.574341
	Iteration 38Q: 3 clusters Score -7490234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7490230.000000 Penalty: 1068.574341
	Iteration 39Q: 3 clusters Score -7490230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7490212.000000 Penalty: 1068.574341
	Iteration 40F: 3 clusters Score -7490212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7490213.500000 Penalty: 1068.574341
	Iteration 41Q: 3 clusters Score -7490214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125139 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7490207.500000 Penalty: 1068.574341
	Iteration 42Q: 3 clusters Score -7490208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7490198.000000 Penalty: 1068.574341
	Iteration 43Q: 3 clusters Score -7490198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125163 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7490190.000000 Penalty: 1068.574341
	Iteration 44Q: 3 clusters Score -7490190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125170 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7490184.500000 Penalty: 1068.574341
	Iteration 45Q: 3 clusters Score -7490184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7490181.000000 Penalty: 1068.574341
	Iteration 46Q: 3 clusters Score -7490181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7490183.000000 Penalty: 1068.574341
	Iteration 47Q: 3 clusters Score -7490183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125176 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7490186.000000 Penalty: 1068.574341
	Iteration 48Q: 3 clusters Score -7490186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7490186.000000 Penalty: 1068.574341
	Iteration 49Q: 3 clusters Score -7490186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7490186.000000 Penalty: 1068.574341
	Iteration 50F: 3 clusters Score -7490186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 6216 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26305 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15687 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170711 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19418 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125175 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 641 members 
Entering Unmasked Estep 
Score: -23055976.000000 Penalty: 17048.580078
Splitting cluster 27 changes total score from -23055698.000000 to -23055976.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 28 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9026.328125 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -9026.328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8787.938477 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8787.938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8846.813477 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8846.813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8877.943359 Penalty: 466.820770
	Iteration 2Q: 3 clusters Score -8877.943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8891.741211 Penalty: 466.820770
	Iteration 3F: 3 clusters Score -8891.741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8896.513672 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -8896.514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8897.830078 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -8897.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8900.213867 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -8900.214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8902.218750 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -8902.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8903.715820 Penalty: 466.820770
	Iteration 8Q: 3 clusters Score -8903.716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8903.715820 Penalty: 466.820770
	Iteration 9F: 3 clusters Score -8903.716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 6216 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26305 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15687 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170711 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19418 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125175 members 
Mstep: Class 28 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056000.000000 Penalty: 17048.580078
Iteration 279Q: 30 clusters Score -2.3056e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9666 members 
Mstep: Class 3 contains 4322 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6780 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26329 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15644 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170752 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19481 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125102 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056034.000000 Penalty: 17048.580078
Iteration 280F: 30 clusters Score -2.305603e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 4309 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 6155 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26349 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 2858 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170739 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19534 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125055 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055960.000000 Penalty: 17048.580078
Iteration 281Q: 30 clusters Score -2.305596e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 6131 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26375 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15623 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170703 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19595 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 125028 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056002.000000 Penalty: 17048.580078
Iteration 282Q: 30 clusters Score -2.3056e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9768 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26404 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15614 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170660 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19669 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 124994 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056064.000000 Penalty: 17048.580078
Iteration 283Q: 30 clusters Score -2.305606e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 6057 members 
Mstep: Class 7 contains 2763 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26426 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170616 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19734 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 124967 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056084.000000 Penalty: 17048.580078
Iteration 284Q: 30 clusters Score -2.305608e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 4261 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26430 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170574 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19809 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 124940 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056076.000000 Penalty: 17048.580078
Iteration 285Q: 30 clusters Score -2.305608e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9895 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26426 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15607 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170570 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19877 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 124909 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056110.000000 Penalty: 17048.580078
Iteration 286Q: 30 clusters Score -2.305611e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 4232 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15595 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170564 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19928 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124891 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056156.000000 Penalty: 17048.580078
Iteration 287Q: 30 clusters Score -2.305616e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9932 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 5906 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26443 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15585 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170562 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 19980 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124880 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056174.000000 Penalty: 17048.580078
Iteration 288Q: 30 clusters Score -2.305617e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9951 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 5871 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26453 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 14 contains 2785 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170555 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20033 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124870 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056190.000000 Penalty: 17048.580078
Iteration 289Q: 30 clusters Score -2.305619e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9977 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 26460 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15571 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170547 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20069 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124860 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056188.000000 Penalty: 17048.580078
Iteration 290Q: 30 clusters Score -2.305619e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 5824 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 26464 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15565 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170547 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20108 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124859 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056228.000000 Penalty: 17048.580078
Iteration 291Q: 30 clusters Score -2.305623e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 5808 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26471 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15563 members 
Mstep: Class 14 contains 2765 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170536 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20147 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124842 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056226.000000 Penalty: 17048.580078
Iteration 292Q: 30 clusters Score -2.305623e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10005 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26475 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15565 members 
Mstep: Class 14 contains 2765 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170498 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20193 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124837 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056244.000000 Penalty: 17048.580078
Iteration 293Q: 30 clusters Score -2.305624e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26479 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15559 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170460 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20241 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124829 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056232.000000 Penalty: 17048.580078
Iteration 294Q: 30 clusters Score -2.305623e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10021 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 5767 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26480 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15553 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170419 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124848 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056270.000000 Penalty: 17048.580078
Iteration 295Q: 30 clusters Score -2.305627e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10016 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 5760 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26489 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15544 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170372 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20341 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124851 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056284.000000 Penalty: 17048.580078
Iteration 296Q: 30 clusters Score -2.305628e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10008 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5752 members 
Mstep: Class 7 contains 2966 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26492 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15540 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170336 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20395 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124853 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056348.000000 Penalty: 17048.580078
Iteration 297Q: 30 clusters Score -2.305635e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9993 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15541 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170314 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20448 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124846 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056292.000000 Penalty: 17048.580078
Iteration 298Q: 30 clusters Score -2.305629e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9976 members 
Mstep: Class 3 contains 4059 members 
Mstep: Class 4 contains 4343 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26515 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15544 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170308 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20489 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124828 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056252.000000 Penalty: 17048.580078
Iteration 299Q: 30 clusters Score -2.305625e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9966 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 4343 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5733 members 
Mstep: Class 7 contains 2995 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 26527 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15541 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170302 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20527 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124823 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056372.000000 Penalty: 17048.580078
Iteration 300F: 30 clusters Score -2.305637e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9946 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 4343 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26545 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170284 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20572 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124813 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056414.000000 Penalty: 17048.580078
Iteration 301Q: 30 clusters Score -2.305641e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9930 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 4346 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26569 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15537 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170287 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20597 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124808 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056428.000000 Penalty: 17048.580078
Iteration 302Q: 30 clusters Score -2.305643e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9894 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 26587 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15539 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170305 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20623 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124799 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056420.000000 Penalty: 17048.580078
Iteration 303Q: 30 clusters Score -2.305642e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9885 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 3018 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 26600 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15544 members 
Mstep: Class 14 contains 2704 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170309 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20651 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124795 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056474.000000 Penalty: 17048.580078
Iteration 304Q: 30 clusters Score -2.305647e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 5649 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 26623 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15545 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170310 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20681 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124795 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056478.000000 Penalty: 17048.580078
Iteration 305Q: 30 clusters Score -2.305648e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9864 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 26635 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 2692 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170330 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20715 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124782 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056468.000000 Penalty: 17048.580078
Iteration 306Q: 30 clusters Score -2.305647e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 26652 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15537 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170338 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20746 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124772 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056458.000000 Penalty: 17048.580078
Iteration 307Q: 30 clusters Score -2.305646e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 3923 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 5584 members 
Mstep: Class 7 contains 3039 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15535 members 
Mstep: Class 14 contains 2681 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170335 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20765 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124780 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056432.000000 Penalty: 17048.580078
Iteration 308Q: 30 clusters Score -2.305643e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9855 members 
Mstep: Class 3 contains 3910 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5580 members 
Mstep: Class 7 contains 3045 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 11 contains 26678 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170344 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20780 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124768 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056432.000000 Penalty: 17048.580078
Iteration 309Q: 30 clusters Score -2.305643e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9859 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 26694 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 2660 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170349 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20788 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124764 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056444.000000 Penalty: 17048.580078
Iteration 310Q: 30 clusters Score -2.305644e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26710 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15535 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170350 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124758 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056442.000000 Penalty: 17048.580078
Iteration 311Q: 30 clusters Score -2.305644e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9870 members 
Mstep: Class 3 contains 3867 members 
Mstep: Class 4 contains 4337 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 26724 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15537 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170368 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20804 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124754 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056444.000000 Penalty: 17048.580078
Iteration 312Q: 30 clusters Score -2.305644e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15536 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170404 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20820 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124733 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056492.000000 Penalty: 17048.580078
Iteration 313Q: 30 clusters Score -2.305649e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 26737 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15535 members 
Mstep: Class 14 contains 2617 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170442 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20831 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124707 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056538.000000 Penalty: 17048.580078
Iteration 314Q: 30 clusters Score -2.305654e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6736 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 26745 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 2605 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170452 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20839 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124702 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056520.000000 Penalty: 17048.580078
Iteration 315Q: 30 clusters Score -2.305652e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9877 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 4310 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 3088 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 26769 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15527 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170454 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20837 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124705 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056528.000000 Penalty: 17048.580078
Iteration 316Q: 30 clusters Score -2.305653e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9877 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 26781 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 2583 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170467 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20831 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124700 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056516.000000 Penalty: 17048.580078
Iteration 317Q: 30 clusters Score -2.305652e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9873 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 26784 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15528 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170473 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20829 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124708 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056536.000000 Penalty: 17048.580078
Iteration 318Q: 30 clusters Score -2.305654e+07 nChanged 234
Entering ConstructFrom: 
Score: -23056536.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -84625.382812 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84625.38 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -84952.750000 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84952.75 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -85022.273438 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85022.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -85088.359375 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85088.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -85125.648438 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -85125.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -85150.710938 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85150.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -85171.078125 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85171.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -85191.843750 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85191.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -85214.656250 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85214.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85231.632812 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85231.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -85240.648438 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85240.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85248.953125 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85248.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85255.726562 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85255.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -85266.898438 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85266.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85291.953125 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85291.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85325.898438 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85325.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -85361.109375 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85361.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -85382.710938 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85382.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -85395.296875 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85395.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -85411.593750 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85411.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -85424.273438 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85424.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85450.656250 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85450.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -85472.960938 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85472.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -85489.773438 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85489.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -85505.609375 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85505.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85516.257812 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85516.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85523.609375 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -85523.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -85525.875000 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -85525.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -85527.843750 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -85527.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85528.898438 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -85528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85530.257812 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -85530.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85531.164062 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -85531.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85531.539062 Penalty: 666.708374
	Iteration 32Q: 3 clusters Score -85531.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85531.710938 Penalty: 666.708374
	Iteration 33Q: 3 clusters Score -85531.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -85531.710938 Penalty: 666.708374
	Iteration 34F: 3 clusters Score -85531.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -568847.687500 Penalty: 418.452057
	Iteration 0F: 2 clusters Score -568847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -562360.875000 Penalty: 836.904114
	Iteration 0F: 3 clusters Score -562360.9 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -565396.875000 Penalty: 836.904114
	Iteration 1F: 3 clusters Score -565396.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -566036.812500 Penalty: 836.904114
	Iteration 2F: 3 clusters Score -566036.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -566706.750000 Penalty: 836.904114
	Iteration 3F: 3 clusters Score -566706.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -567295.375000 Penalty: 836.904114
	Iteration 4F: 3 clusters Score -567295.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -567747.625000 Penalty: 836.904114
	Iteration 5F: 3 clusters Score -567747.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -568082.875000 Penalty: 836.904114
	Iteration 6Q: 3 clusters Score -568082.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -568265.937500 Penalty: 836.904114
	Iteration 7Q: 3 clusters Score -568265.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -568339.375000 Penalty: 836.904114
	Iteration 8Q: 3 clusters Score -568339.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -568382.000000 Penalty: 836.904114
	Iteration 9Q: 3 clusters Score -568382 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -568412.687500 Penalty: 836.904114
	Iteration 10Q: 3 clusters Score -568412.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -568435.125000 Penalty: 836.904114
	Iteration 11Q: 3 clusters Score -568435.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -568455.000000 Penalty: 836.904114
	Iteration 12Q: 3 clusters Score -568455 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -568475.937500 Penalty: 836.904114
	Iteration 13Q: 3 clusters Score -568475.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -568494.312500 Penalty: 836.904114
	Iteration 14Q: 3 clusters Score -568494.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -568515.312500 Penalty: 836.904114
	Iteration 15Q: 3 clusters Score -568515.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -568530.687500 Penalty: 836.904114
	Iteration 16Q: 3 clusters Score -568530.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -568542.812500 Penalty: 836.904114
	Iteration 17Q: 3 clusters Score -568542.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -568555.312500 Penalty: 836.904114
	Iteration 18Q: 3 clusters Score -568555.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -568565.875000 Penalty: 836.904114
	Iteration 19Q: 3 clusters Score -568565.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -568578.187500 Penalty: 836.904114
	Iteration 20F: 3 clusters Score -568578.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -568587.875000 Penalty: 836.904114
	Iteration 21Q: 3 clusters Score -568587.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -568596.000000 Penalty: 836.904114
	Iteration 22Q: 3 clusters Score -568596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -568604.500000 Penalty: 836.904114
	Iteration 23Q: 3 clusters Score -568604.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -568607.375000 Penalty: 836.904114
	Iteration 24Q: 3 clusters Score -568607.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -568611.250000 Penalty: 836.904114
	Iteration 25Q: 3 clusters Score -568611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -568613.500000 Penalty: 836.904114
	Iteration 26Q: 3 clusters Score -568613.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -568615.562500 Penalty: 836.904114
	Iteration 27Q: 3 clusters Score -568615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -568616.000000 Penalty: 836.904114
	Iteration 28Q: 3 clusters Score -568616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -568616.312500 Penalty: 836.904114
	Iteration 29Q: 3 clusters Score -568616.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -568617.625000 Penalty: 836.904114
	Iteration 30Q: 3 clusters Score -568617.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -568618.937500 Penalty: 836.904114
	Iteration 31Q: 3 clusters Score -568618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -568620.187500 Penalty: 836.904114
	Iteration 32Q: 3 clusters Score -568620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -568620.937500 Penalty: 836.904114
	Iteration 33Q: 3 clusters Score -568620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -568622.875000 Penalty: 836.904114
	Iteration 34Q: 3 clusters Score -568622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -568624.000000 Penalty: 836.904114
	Iteration 35Q: 3 clusters Score -568624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -568624.187500 Penalty: 836.904114
	Iteration 36Q: 3 clusters Score -568624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -568624.625000 Penalty: 836.904114
	Iteration 37Q: 3 clusters Score -568624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -568625.625000 Penalty: 836.904114
	Iteration 38Q: 3 clusters Score -568625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -568625.625000 Penalty: 836.904114
	Iteration 39F: 3 clusters Score -568625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -216561.921875 Penalty: 374.052826
	Iteration 0F: 2 clusters Score -216561.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -214003.984375 Penalty: 748.105652
	Iteration 0F: 3 clusters Score -214004 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -214946.906250 Penalty: 748.105652
	Iteration 1F: 3 clusters Score -214946.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -215051.843750 Penalty: 748.105652
	Iteration 2F: 3 clusters Score -215051.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -215154.906250 Penalty: 748.105652
	Iteration 3Q: 3 clusters Score -215154.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -215287.031250 Penalty: 748.105652
	Iteration 4F: 3 clusters Score -215287 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -215416.203125 Penalty: 748.105652
	Iteration 5F: 3 clusters Score -215416.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -215539.468750 Penalty: 748.105652
	Iteration 6Q: 3 clusters Score -215539.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215694.234375 Penalty: 748.105652
	Iteration 7Q: 3 clusters Score -215694.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -215826.968750 Penalty: 748.105652
	Iteration 8Q: 3 clusters Score -215827 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -215925.484375 Penalty: 748.105652
	Iteration 9Q: 3 clusters Score -215925.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215982.828125 Penalty: 748.105652
	Iteration 10Q: 3 clusters Score -215982.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -216026.328125 Penalty: 748.105652
	Iteration 11Q: 3 clusters Score -216026.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -216060.390625 Penalty: 748.105652
	Iteration 12Q: 3 clusters Score -216060.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -216082.218750 Penalty: 748.105652
	Iteration 13Q: 3 clusters Score -216082.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -216097.421875 Penalty: 748.105652
	Iteration 14Q: 3 clusters Score -216097.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -216115.203125 Penalty: 748.105652
	Iteration 15Q: 3 clusters Score -216115.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216130.000000 Penalty: 748.105652
	Iteration 16Q: 3 clusters Score -216130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -216145.531250 Penalty: 748.105652
	Iteration 17Q: 3 clusters Score -216145.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -216157.812500 Penalty: 748.105652
	Iteration 18Q: 3 clusters Score -216157.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -216166.734375 Penalty: 748.105652
	Iteration 19Q: 3 clusters Score -216166.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -216173.843750 Penalty: 748.105652
	Iteration 20F: 3 clusters Score -216173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -216180.578125 Penalty: 748.105652
	Iteration 21Q: 3 clusters Score -216180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -216189.453125 Penalty: 748.105652
	Iteration 22Q: 3 clusters Score -216189.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -216198.421875 Penalty: 748.105652
	Iteration 23Q: 3 clusters Score -216198.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -216207.484375 Penalty: 748.105652
	Iteration 24Q: 3 clusters Score -216207.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -216217.000000 Penalty: 748.105652
	Iteration 25Q: 3 clusters Score -216217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -216220.796875 Penalty: 748.105652
	Iteration 26Q: 3 clusters Score -216220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -216223.562500 Penalty: 748.105652
	Iteration 27Q: 3 clusters Score -216223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -216226.031250 Penalty: 748.105652
	Iteration 28Q: 3 clusters Score -216226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -216227.828125 Penalty: 748.105652
	Iteration 29Q: 3 clusters Score -216227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -216230.390625 Penalty: 748.105652
	Iteration 30Q: 3 clusters Score -216230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -216232.921875 Penalty: 748.105652
	Iteration 31Q: 3 clusters Score -216232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -216234.812500 Penalty: 748.105652
	Iteration 32Q: 3 clusters Score -216234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -216237.187500 Penalty: 748.105652
	Iteration 33Q: 3 clusters Score -216237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -216238.218750 Penalty: 748.105652
	Iteration 34Q: 3 clusters Score -216238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -216238.218750 Penalty: 748.105652
	Iteration 35F: 3 clusters Score -216238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -243845.390625 Penalty: 380.659271
	Iteration 0F: 2 clusters Score -243845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -240959.921875 Penalty: 761.318542
	Iteration 0F: 3 clusters Score -240959.9 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -242156.984375 Penalty: 761.318542
	Iteration 1F: 3 clusters Score -242157 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -242398.296875 Penalty: 761.318542
	Iteration 2F: 3 clusters Score -242398.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -242616.140625 Penalty: 761.318542
	Iteration 3F: 3 clusters Score -242616.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -242809.031250 Penalty: 761.318542
	Iteration 4F: 3 clusters Score -242809 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -242971.671875 Penalty: 761.318542
	Iteration 5F: 3 clusters Score -242971.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -243075.703125 Penalty: 761.318542
	Iteration 6Q: 3 clusters Score -243075.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -243137.734375 Penalty: 761.318542
	Iteration 7Q: 3 clusters Score -243137.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -243167.484375 Penalty: 761.318542
	Iteration 8Q: 3 clusters Score -243167.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -243184.281250 Penalty: 761.318542
	Iteration 9Q: 3 clusters Score -243184.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -243202.140625 Penalty: 761.318542
	Iteration 10Q: 3 clusters Score -243202.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -243214.875000 Penalty: 761.318542
	Iteration 11Q: 3 clusters Score -243214.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -243226.031250 Penalty: 761.318542
	Iteration 12Q: 3 clusters Score -243226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -243237.281250 Penalty: 761.318542
	Iteration 13Q: 3 clusters Score -243237.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -243245.937500 Penalty: 761.318542
	Iteration 14Q: 3 clusters Score -243245.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -243250.140625 Penalty: 761.318542
	Iteration 15Q: 3 clusters Score -243250.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -243252.843750 Penalty: 761.318542
	Iteration 16Q: 3 clusters Score -243252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -243254.484375 Penalty: 761.318542
	Iteration 17Q: 3 clusters Score -243254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -243254.500000 Penalty: 761.318542
	Iteration 18Q: 3 clusters Score -243254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -243255.000000 Penalty: 761.318542
	Iteration 19Q: 3 clusters Score -243255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -243255.796875 Penalty: 761.318542
	Iteration 20F: 3 clusters Score -243255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -243256.156250 Penalty: 761.318542
	Iteration 21Q: 3 clusters Score -243256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -243255.921875 Penalty: 761.318542
	Iteration 22Q: 3 clusters Score -243255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -243256.312500 Penalty: 761.318542
	Iteration 23Q: 3 clusters Score -243256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -243256.265625 Penalty: 761.318542
	Iteration 24Q: 3 clusters Score -243256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -243256.500000 Penalty: 761.318542
	Iteration 25Q: 3 clusters Score -243256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -243256.671875 Penalty: 761.318542
	Iteration 26Q: 3 clusters Score -243256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -243256.875000 Penalty: 761.318542
	Iteration 27Q: 3 clusters Score -243256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -243256.875000 Penalty: 761.318542
	Iteration 28F: 3 clusters Score -243256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -88147.921875 Penalty: 338.553406
	Iteration 0F: 2 clusters Score -88147.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -86943.882812 Penalty: 677.106812
	Iteration 0F: 3 clusters Score -86943.88 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -87539.960938 Penalty: 677.106812
	Iteration 1F: 3 clusters Score -87539.96 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -87807.578125 Penalty: 677.106812
	Iteration 2F: 3 clusters Score -87807.58 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -87990.085938 Penalty: 677.106812
	Iteration 3F: 3 clusters Score -87990.09 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -88066.867188 Penalty: 677.106812
	Iteration 4F: 3 clusters Score -88066.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -88094.273438 Penalty: 677.106812
	Iteration 5Q: 3 clusters Score -88094.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -88105.750000 Penalty: 677.106812
	Iteration 6Q: 3 clusters Score -88105.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -88112.007812 Penalty: 677.106812
	Iteration 7Q: 3 clusters Score -88112.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -88115.500000 Penalty: 677.106812
	Iteration 8Q: 3 clusters Score -88115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -88117.031250 Penalty: 677.106812
	Iteration 9Q: 3 clusters Score -88117.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -88119.281250 Penalty: 677.106812
	Iteration 10Q: 3 clusters Score -88119.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -88121.382812 Penalty: 677.106812
	Iteration 11Q: 3 clusters Score -88121.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -88122.351562 Penalty: 677.106812
	Iteration 12Q: 3 clusters Score -88122.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -88122.726562 Penalty: 677.106812
	Iteration 13Q: 3 clusters Score -88122.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -88122.679688 Penalty: 677.106812
	Iteration 14Q: 3 clusters Score -88122.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -88122.679688 Penalty: 677.106812
	Iteration 15F: 3 clusters Score -88122.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -327029.062500 Penalty: 392.623688
	Iteration 0F: 2 clusters Score -327029.1 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 2808 members 
Entering Unmasked Estep 
Score: -323278.593750 Penalty: 785.247375
	Iteration 0F: 3 clusters Score -323278.6 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -324660.156250 Penalty: 785.247375
	Iteration 1F: 3 clusters Score -324660.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -324808.531250 Penalty: 785.247375
	Iteration 2F: 3 clusters Score -324808.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -324964.656250 Penalty: 785.247375
	Iteration 3F: 3 clusters Score -324964.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -325138.625000 Penalty: 785.247375
	Iteration 4F: 3 clusters Score -325138.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -325355.031250 Penalty: 785.247375
	Iteration 5F: 3 clusters Score -325355 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -325600.000000 Penalty: 785.247375
	Iteration 6F: 3 clusters Score -325600 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -325869.312500 Penalty: 785.247375
	Iteration 7F: 3 clusters Score -325869.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -326141.562500 Penalty: 785.247375
	Iteration 8Q: 3 clusters Score -326141.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -326352.468750 Penalty: 785.247375
	Iteration 9Q: 3 clusters Score -326352.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -326450.625000 Penalty: 785.247375
	Iteration 10Q: 3 clusters Score -326450.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -326501.125000 Penalty: 785.247375
	Iteration 11Q: 3 clusters Score -326501.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -326537.343750 Penalty: 785.247375
	Iteration 12Q: 3 clusters Score -326537.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -326566.500000 Penalty: 785.247375
	Iteration 13Q: 3 clusters Score -326566.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -326587.937500 Penalty: 785.247375
	Iteration 14Q: 3 clusters Score -326587.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -326603.656250 Penalty: 785.247375
	Iteration 15Q: 3 clusters Score -326603.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -326620.343750 Penalty: 785.247375
	Iteration 16Q: 3 clusters Score -326620.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -326635.031250 Penalty: 785.247375
	Iteration 17Q: 3 clusters Score -326635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -326650.125000 Penalty: 785.247375
	Iteration 18Q: 3 clusters Score -326650.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -326660.062500 Penalty: 785.247375
	Iteration 19Q: 3 clusters Score -326660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -326666.468750 Penalty: 785.247375
	Iteration 20F: 3 clusters Score -326666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -326669.468750 Penalty: 785.247375
	Iteration 21Q: 3 clusters Score -326669.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -326672.562500 Penalty: 785.247375
	Iteration 22Q: 3 clusters Score -326672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -326674.437500 Penalty: 785.247375
	Iteration 23Q: 3 clusters Score -326674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -326677.843750 Penalty: 785.247375
	Iteration 24Q: 3 clusters Score -326677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -326680.031250 Penalty: 785.247375
	Iteration 25Q: 3 clusters Score -326680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -326681.093750 Penalty: 785.247375
	Iteration 26Q: 3 clusters Score -326681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -326683.000000 Penalty: 785.247375
	Iteration 27Q: 3 clusters Score -326683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -326684.218750 Penalty: 785.247375
	Iteration 28Q: 3 clusters Score -326684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -326684.718750 Penalty: 785.247375
	Iteration 29Q: 3 clusters Score -326684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -326685.812500 Penalty: 785.247375
	Iteration 30Q: 3 clusters Score -326685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -326687.656250 Penalty: 785.247375
	Iteration 31Q: 3 clusters Score -326687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -326688.187500 Penalty: 785.247375
	Iteration 32Q: 3 clusters Score -326688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -326690.625000 Penalty: 785.247375
	Iteration 33Q: 3 clusters Score -326690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -326690.625000 Penalty: 785.247375
	Iteration 34F: 3 clusters Score -326690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Entering Unmasked Estep 
Score: -164606.625000 Penalty: 366.001282
	Iteration 0F: 2 clusters Score -164606.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -162440.953125 Penalty: 732.002563
	Iteration 0F: 3 clusters Score -162441 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -163164.000000 Penalty: 732.002563
	Iteration 1F: 3 clusters Score -163164 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -163255.953125 Penalty: 732.002563
	Iteration 2F: 3 clusters Score -163256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -163344.781250 Penalty: 732.002563
	Iteration 3F: 3 clusters Score -163344.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -163444.593750 Penalty: 732.002563
	Iteration 4F: 3 clusters Score -163444.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -163546.234375 Penalty: 732.002563
	Iteration 5F: 3 clusters Score -163546.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -163666.500000 Penalty: 732.002563
	Iteration 6F: 3 clusters Score -163666.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -163814.031250 Penalty: 732.002563
	Iteration 7F: 3 clusters Score -163814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -163953.515625 Penalty: 732.002563
	Iteration 8F: 3 clusters Score -163953.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -164046.265625 Penalty: 732.002563
	Iteration 9Q: 3 clusters Score -164046.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -164118.718750 Penalty: 732.002563
	Iteration 10Q: 3 clusters Score -164118.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -164163.046875 Penalty: 732.002563
	Iteration 11Q: 3 clusters Score -164163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -164193.281250 Penalty: 732.002563
	Iteration 12Q: 3 clusters Score -164193.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -164218.609375 Penalty: 732.002563
	Iteration 13Q: 3 clusters Score -164218.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -164237.312500 Penalty: 732.002563
	Iteration 14Q: 3 clusters Score -164237.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -164263.500000 Penalty: 732.002563
	Iteration 15Q: 3 clusters Score -164263.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -164280.187500 Penalty: 732.002563
	Iteration 16Q: 3 clusters Score -164280.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -164307.359375 Penalty: 732.002563
	Iteration 17Q: 3 clusters Score -164307.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -164331.750000 Penalty: 732.002563
	Iteration 18Q: 3 clusters Score -164331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -164346.968750 Penalty: 732.002563
	Iteration 19Q: 3 clusters Score -164347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -164358.171875 Penalty: 732.002563
	Iteration 20F: 3 clusters Score -164358.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -164368.203125 Penalty: 732.002563
	Iteration 21Q: 3 clusters Score -164368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -164371.218750 Penalty: 732.002563
	Iteration 22Q: 3 clusters Score -164371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -164372.812500 Penalty: 732.002563
	Iteration 23Q: 3 clusters Score -164372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -164376.171875 Penalty: 732.002563
	Iteration 24Q: 3 clusters Score -164376.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -164379.828125 Penalty: 732.002563
	Iteration 25Q: 3 clusters Score -164379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -164382.765625 Penalty: 732.002563
	Iteration 26Q: 3 clusters Score -164382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -164385.343750 Penalty: 732.002563
	Iteration 27Q: 3 clusters Score -164385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -164387.531250 Penalty: 732.002563
	Iteration 28Q: 3 clusters Score -164387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -164388.234375 Penalty: 732.002563
	Iteration 29Q: 3 clusters Score -164388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -164389.515625 Penalty: 732.002563
	Iteration 30Q: 3 clusters Score -164389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -164392.687500 Penalty: 732.002563
	Iteration 31Q: 3 clusters Score -164392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -164394.187500 Penalty: 732.002563
	Iteration 32Q: 3 clusters Score -164394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -164394.515625 Penalty: 732.002563
	Iteration 33Q: 3 clusters Score -164394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -164394.515625 Penalty: 732.002563
	Iteration 34F: 3 clusters Score -164394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -97045.984375 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97045.98 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -97457.843750 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97457.84 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -97562.179688 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97562.18 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -97672.773438 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97672.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -97763.085938 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97763.09 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -97867.960938 Penalty: 680.307434
	Iteration 5F: 3 clusters Score -97867.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -97951.437500 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -97951.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -98020.117188 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -98020.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -98073.710938 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -98073.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -98100.515625 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -98100.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -98110.812500 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -98110.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -98115.359375 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98115.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -98120.804688 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98120.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -98127.476562 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98127.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -98132.906250 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98132.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -98135.117188 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -98135.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -98138.234375 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -98138.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -98142.695312 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -98142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -98144.531250 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -98144.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -98145.468750 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -98145.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -98146.554688 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -98146.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -98146.953125 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -98146.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -98147.078125 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -98147.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -98147.203125 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -98147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -98147.203125 Penalty: 680.307434
	Iteration 24F: 3 clusters Score -98147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -367997.125000 Penalty: 401.072327
	Iteration 0F: 2 clusters Score -367997.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -363449.750000 Penalty: 802.144653
	Iteration 0F: 3 clusters Score -363449.8 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -365254.937500 Penalty: 802.144653
	Iteration 1F: 3 clusters Score -365254.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -365445.156250 Penalty: 802.144653
	Iteration 2F: 3 clusters Score -365445.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -365634.437500 Penalty: 802.144653
	Iteration 3F: 3 clusters Score -365634.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -365854.125000 Penalty: 802.144653
	Iteration 4F: 3 clusters Score -365854.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -366126.343750 Penalty: 802.144653
	Iteration 5F: 3 clusters Score -366126.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -366397.406250 Penalty: 802.144653
	Iteration 6F: 3 clusters Score -366397.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -366579.250000 Penalty: 802.144653
	Iteration 7Q: 3 clusters Score -366579.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -366668.468750 Penalty: 802.144653
	Iteration 8Q: 3 clusters Score -366668.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -366725.625000 Penalty: 802.144653
	Iteration 9Q: 3 clusters Score -366725.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -366763.156250 Penalty: 802.144653
	Iteration 10Q: 3 clusters Score -366763.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -366794.531250 Penalty: 802.144653
	Iteration 11Q: 3 clusters Score -366794.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -366822.625000 Penalty: 802.144653
	Iteration 12Q: 3 clusters Score -366822.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -366858.500000 Penalty: 802.144653
	Iteration 13Q: 3 clusters Score -366858.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -366895.156250 Penalty: 802.144653
	Iteration 14Q: 3 clusters Score -366895.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -366931.968750 Penalty: 802.144653
	Iteration 15Q: 3 clusters Score -366932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -366978.843750 Penalty: 802.144653
	Iteration 16Q: 3 clusters Score -366978.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -367016.843750 Penalty: 802.144653
	Iteration 17Q: 3 clusters Score -367016.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -367046.562500 Penalty: 802.144653
	Iteration 18Q: 3 clusters Score -367046.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -367070.812500 Penalty: 802.144653
	Iteration 19Q: 3 clusters Score -367070.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -367095.625000 Penalty: 802.144653
	Iteration 20F: 3 clusters Score -367095.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -367126.343750 Penalty: 802.144653
	Iteration 21Q: 3 clusters Score -367126.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -367164.218750 Penalty: 802.144653
	Iteration 22Q: 3 clusters Score -367164.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -367200.968750 Penalty: 802.144653
	Iteration 23Q: 3 clusters Score -367201 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -367236.562500 Penalty: 802.144653
	Iteration 24Q: 3 clusters Score -367236.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -367279.187500 Penalty: 802.144653
	Iteration 25Q: 3 clusters Score -367279.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -367330.718750 Penalty: 802.144653
	Iteration 26Q: 3 clusters Score -367330.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -367367.500000 Penalty: 802.144653
	Iteration 27Q: 3 clusters Score -367367.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -367397.593750 Penalty: 802.144653
	Iteration 28Q: 3 clusters Score -367397.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -367427.625000 Penalty: 802.144653
	Iteration 29Q: 3 clusters Score -367427.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -367462.718750 Penalty: 802.144653
	Iteration 30Q: 3 clusters Score -367462.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -367496.656250 Penalty: 802.144653
	Iteration 31Q: 3 clusters Score -367496.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -367529.281250 Penalty: 802.144653
	Iteration 32Q: 3 clusters Score -367529.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -367551.031250 Penalty: 802.144653
	Iteration 33Q: 3 clusters Score -367551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -367568.687500 Penalty: 802.144653
	Iteration 34Q: 3 clusters Score -367568.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -367581.093750 Penalty: 802.144653
	Iteration 35Q: 3 clusters Score -367581.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -367589.125000 Penalty: 802.144653
	Iteration 36Q: 3 clusters Score -367589.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -367602.593750 Penalty: 802.144653
	Iteration 37Q: 3 clusters Score -367602.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -367621.562500 Penalty: 802.144653
	Iteration 38Q: 3 clusters Score -367621.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -367639.656250 Penalty: 802.144653
	Iteration 39Q: 3 clusters Score -367639.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -367654.750000 Penalty: 802.144653
	Iteration 40F: 3 clusters Score -367654.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -367668.125000 Penalty: 802.144653
	Iteration 41Q: 3 clusters Score -367668.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -367674.718750 Penalty: 802.144653
	Iteration 42Q: 3 clusters Score -367674.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -367679.031250 Penalty: 802.144653
	Iteration 43Q: 3 clusters Score -367679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -367682.968750 Penalty: 802.144653
	Iteration 44Q: 3 clusters Score -367683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -367687.031250 Penalty: 802.144653
	Iteration 45Q: 3 clusters Score -367687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -367688.437500 Penalty: 802.144653
	Iteration 46Q: 3 clusters Score -367688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -367689.656250 Penalty: 802.144653
	Iteration 47Q: 3 clusters Score -367689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -367690.625000 Penalty: 802.144653
	Iteration 48Q: 3 clusters Score -367690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -367691.687500 Penalty: 802.144653
	Iteration 49Q: 3 clusters Score -367691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -367694.031250 Penalty: 802.144653
	Iteration 50Q: 3 clusters Score -367694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -367695.187500 Penalty: 802.144653
	Iteration 51Q: 3 clusters Score -367695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -367695.718750 Penalty: 802.144653
	Iteration 52Q: 3 clusters Score -367695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -367696.562500 Penalty: 802.144653
	Iteration 53Q: 3 clusters Score -367696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -367696.562500 Penalty: 802.144653
	Iteration 54F: 3 clusters Score -367696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -78328.195312 Penalty: 327.175781
	Iteration 0F: 2 clusters Score -78328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -77308.968750 Penalty: 654.351562
	Iteration 0F: 3 clusters Score -77308.97 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77779.476562 Penalty: 654.351562
	Iteration 1F: 3 clusters Score -77779.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77911.000000 Penalty: 654.351562
	Iteration 2F: 3 clusters Score -77911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78033.914062 Penalty: 654.351562
	Iteration 3F: 3 clusters Score -78033.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78098.382812 Penalty: 654.351562
	Iteration 4F: 3 clusters Score -78098.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78143.429688 Penalty: 654.351562
	Iteration 5Q: 3 clusters Score -78143.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78170.765625 Penalty: 654.351562
	Iteration 6Q: 3 clusters Score -78170.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78202.414062 Penalty: 654.351562
	Iteration 7Q: 3 clusters Score -78202.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78238.937500 Penalty: 654.351562
	Iteration 8Q: 3 clusters Score -78238.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78281.984375 Penalty: 654.351562
	Iteration 9Q: 3 clusters Score -78281.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78305.960938 Penalty: 654.351562
	Iteration 10Q: 3 clusters Score -78305.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78306.937500 Penalty: 654.351562
	Iteration 11Q: 3 clusters Score -78306.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -78307.796875 Penalty: 654.351562
	Iteration 12Q: 3 clusters Score -78307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78308.015625 Penalty: 654.351562
	Iteration 13Q: 3 clusters Score -78308.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -78308.343750 Penalty: 654.351562
	Iteration 14Q: 3 clusters Score -78308.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78309.093750 Penalty: 654.351562
	Iteration 15Q: 3 clusters Score -78309.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -78309.070312 Penalty: 654.351562
	Iteration 16Q: 3 clusters Score -78309.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -78309.070312 Penalty: 654.351562
	Iteration 17F: 3 clusters Score -78309.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Entering Unmasked Estep 
Score: -1501536.625000 Penalty: 463.913269
	Iteration 0F: 2 clusters Score -1501537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1483804.625000 Penalty: 927.826538
	Iteration 0F: 3 clusters Score -1483805 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1491344.125000 Penalty: 927.826538
	Iteration 1F: 3 clusters Score -1491344 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1491992.875000 Penalty: 927.826538
	Iteration 2F: 3 clusters Score -1491993 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1492807.125000 Penalty: 927.826538
	Iteration 3F: 3 clusters Score -1492807 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1493838.375000 Penalty: 927.826538
	Iteration 4F: 3 clusters Score -1493838 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1495035.375000 Penalty: 927.826538
	Iteration 5F: 3 clusters Score -1495035 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -1496481.500000 Penalty: 927.826538
	Iteration 6F: 3 clusters Score -1496482 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -1497908.000000 Penalty: 927.826538
	Iteration 7F: 3 clusters Score -1497908 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1499033.000000 Penalty: 927.826538
	Iteration 8Q: 3 clusters Score -1499033 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -1499800.500000 Penalty: 927.826538
	Iteration 9Q: 3 clusters Score -1499800 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1500287.125000 Penalty: 927.826538
	Iteration 10Q: 3 clusters Score -1500287 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -1500599.250000 Penalty: 927.826538
	Iteration 11Q: 3 clusters Score -1500599 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -1500817.125000 Penalty: 927.826538
	Iteration 12Q: 3 clusters Score -1500817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -1500932.250000 Penalty: 927.826538
	Iteration 13Q: 3 clusters Score -1500932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -1501002.125000 Penalty: 927.826538
	Iteration 14Q: 3 clusters Score -1501002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -1501054.500000 Penalty: 927.826538
	Iteration 15Q: 3 clusters Score -1501054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -1501087.375000 Penalty: 927.826538
	Iteration 16Q: 3 clusters Score -1501087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -1501107.500000 Penalty: 927.826538
	Iteration 17Q: 3 clusters Score -1501108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -1501130.500000 Penalty: 927.826538
	Iteration 18Q: 3 clusters Score -1501130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -1501146.750000 Penalty: 927.826538
	Iteration 19Q: 3 clusters Score -1501147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -1501152.750000 Penalty: 927.826538
	Iteration 20F: 3 clusters Score -1501153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -1501155.625000 Penalty: 927.826538
	Iteration 21Q: 3 clusters Score -1501156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -1501160.750000 Penalty: 927.826538
	Iteration 22Q: 3 clusters Score -1501161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -1501162.625000 Penalty: 927.826538
	Iteration 23Q: 3 clusters Score -1501163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -1501165.375000 Penalty: 927.826538
	Iteration 24Q: 3 clusters Score -1501165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -1501170.625000 Penalty: 927.826538
	Iteration 25Q: 3 clusters Score -1501171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -1501175.250000 Penalty: 927.826538
	Iteration 26Q: 3 clusters Score -1501175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -1501176.375000 Penalty: 927.826538
	Iteration 27Q: 3 clusters Score -1501176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -1501181.375000 Penalty: 927.826538
	Iteration 28Q: 3 clusters Score -1501181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -1501181.250000 Penalty: 927.826538
	Iteration 29Q: 3 clusters Score -1501181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -1501182.125000 Penalty: 927.826538
	Iteration 30Q: 3 clusters Score -1501182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1501182.500000 Penalty: 927.826538
	Iteration 31Q: 3 clusters Score -1501182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -1501185.375000 Penalty: 927.826538
	Iteration 32Q: 3 clusters Score -1501185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -1501187.750000 Penalty: 927.826538
	Iteration 33Q: 3 clusters Score -1501188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -1501192.250000 Penalty: 927.826538
	Iteration 34Q: 3 clusters Score -1501192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -1501198.375000 Penalty: 927.826538
	Iteration 35Q: 3 clusters Score -1501198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -1501197.125000 Penalty: 927.826538
	Iteration 36Q: 3 clusters Score -1501197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -1501198.875000 Penalty: 927.826538
	Iteration 37Q: 3 clusters Score -1501199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -1501200.500000 Penalty: 927.826538
	Iteration 38Q: 3 clusters Score -1501200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -1501200.500000 Penalty: 927.826538
	Iteration 39F: 3 clusters Score -1501200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6141.048828 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6141.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5912.652344 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5912.652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5981.363770 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -5981.364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5988.431152 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -5988.431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5993.326660 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -5993.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5994.179688 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -5994.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5994.179688 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -5994.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Entering Unmasked Estep 
Score: -979387.687500 Penalty: 439.075623
	Iteration 0F: 2 clusters Score -979387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -969020.000000 Penalty: 878.151245
	Iteration 0F: 3 clusters Score -969020 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -973357.750000 Penalty: 878.151245
	Iteration 1F: 3 clusters Score -973357.8 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -973878.250000 Penalty: 878.151245
	Iteration 2F: 3 clusters Score -973878.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -974628.687500 Penalty: 878.151245
	Iteration 3F: 3 clusters Score -974628.7 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -975598.375000 Penalty: 878.151245
	Iteration 4F: 3 clusters Score -975598.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -976545.875000 Penalty: 878.151245
	Iteration 5F: 3 clusters Score -976545.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -977185.687500 Penalty: 878.151245
	Iteration 6Q: 3 clusters Score -977185.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -977486.875000 Penalty: 878.151245
	Iteration 7Q: 3 clusters Score -977486.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -977661.000000 Penalty: 878.151245
	Iteration 8Q: 3 clusters Score -977661 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -977793.687500 Penalty: 878.151245
	Iteration 9Q: 3 clusters Score -977793.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -977925.062500 Penalty: 878.151245
	Iteration 10Q: 3 clusters Score -977925.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -978052.937500 Penalty: 878.151245
	Iteration 11Q: 3 clusters Score -978052.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -978197.562500 Penalty: 878.151245
	Iteration 12Q: 3 clusters Score -978197.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -978326.437500 Penalty: 878.151245
	Iteration 13Q: 3 clusters Score -978326.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -978449.687500 Penalty: 878.151245
	Iteration 14Q: 3 clusters Score -978449.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -978557.687500 Penalty: 878.151245
	Iteration 15Q: 3 clusters Score -978557.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -978644.250000 Penalty: 878.151245
	Iteration 16Q: 3 clusters Score -978644.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -978703.500000 Penalty: 878.151245
	Iteration 17Q: 3 clusters Score -978703.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -978751.625000 Penalty: 878.151245
	Iteration 18Q: 3 clusters Score -978751.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -978801.562500 Penalty: 878.151245
	Iteration 19Q: 3 clusters Score -978801.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -978846.812500 Penalty: 878.151245
	Iteration 20F: 3 clusters Score -978846.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -978881.375000 Penalty: 878.151245
	Iteration 21Q: 3 clusters Score -978881.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -978918.375000 Penalty: 878.151245
	Iteration 22Q: 3 clusters Score -978918.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -978937.687500 Penalty: 878.151245
	Iteration 23Q: 3 clusters Score -978937.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -978960.312500 Penalty: 878.151245
	Iteration 24Q: 3 clusters Score -978960.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -978973.062500 Penalty: 878.151245
	Iteration 25Q: 3 clusters Score -978973.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -978978.375000 Penalty: 878.151245
	Iteration 26Q: 3 clusters Score -978978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -978982.937500 Penalty: 878.151245
	Iteration 27Q: 3 clusters Score -978982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -978991.312500 Penalty: 878.151245
	Iteration 28Q: 3 clusters Score -978991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -978997.250000 Penalty: 878.151245
	Iteration 29Q: 3 clusters Score -978997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -979005.250000 Penalty: 878.151245
	Iteration 30Q: 3 clusters Score -979005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -979014.812500 Penalty: 878.151245
	Iteration 31Q: 3 clusters Score -979014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -979021.312500 Penalty: 878.151245
	Iteration 32Q: 3 clusters Score -979021.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -979023.937500 Penalty: 878.151245
	Iteration 33Q: 3 clusters Score -979023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -979023.937500 Penalty: 878.151245
	Iteration 34F: 3 clusters Score -979023.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -140742.843750 Penalty: 357.126495
	Iteration 0F: 2 clusters Score -140742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -138931.734375 Penalty: 714.252991
	Iteration 0F: 3 clusters Score -138931.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -139621.078125 Penalty: 714.252991
	Iteration 1F: 3 clusters Score -139621.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -139775.921875 Penalty: 714.252991
	Iteration 2F: 3 clusters Score -139775.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -139979.546875 Penalty: 714.252991
	Iteration 3F: 3 clusters Score -139979.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -140214.812500 Penalty: 714.252991
	Iteration 4F: 3 clusters Score -140214.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -140376.203125 Penalty: 714.252991
	Iteration 5F: 3 clusters Score -140376.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -140471.718750 Penalty: 714.252991
	Iteration 6F: 3 clusters Score -140471.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140516.640625 Penalty: 714.252991
	Iteration 7Q: 3 clusters Score -140516.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140540.046875 Penalty: 714.252991
	Iteration 8Q: 3 clusters Score -140540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -140558.875000 Penalty: 714.252991
	Iteration 9Q: 3 clusters Score -140558.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -140574.859375 Penalty: 714.252991
	Iteration 10Q: 3 clusters Score -140574.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140592.609375 Penalty: 714.252991
	Iteration 11Q: 3 clusters Score -140592.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -140614.781250 Penalty: 714.252991
	Iteration 12Q: 3 clusters Score -140614.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -140630.234375 Penalty: 714.252991
	Iteration 13Q: 3 clusters Score -140630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140644.484375 Penalty: 714.252991
	Iteration 14Q: 3 clusters Score -140644.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -140652.734375 Penalty: 714.252991
	Iteration 15Q: 3 clusters Score -140652.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -140662.875000 Penalty: 714.252991
	Iteration 16Q: 3 clusters Score -140662.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -140671.500000 Penalty: 714.252991
	Iteration 17Q: 3 clusters Score -140671.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -140674.156250 Penalty: 714.252991
	Iteration 18Q: 3 clusters Score -140674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -140677.515625 Penalty: 714.252991
	Iteration 19Q: 3 clusters Score -140677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -140682.984375 Penalty: 714.252991
	Iteration 20F: 3 clusters Score -140683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -140686.734375 Penalty: 714.252991
	Iteration 21Q: 3 clusters Score -140686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -140696.250000 Penalty: 714.252991
	Iteration 22Q: 3 clusters Score -140696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -140700.109375 Penalty: 714.252991
	Iteration 23Q: 3 clusters Score -140700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -140703.750000 Penalty: 714.252991
	Iteration 24Q: 3 clusters Score -140703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -140705.468750 Penalty: 714.252991
	Iteration 25Q: 3 clusters Score -140705.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -140707.937500 Penalty: 714.252991
	Iteration 26Q: 3 clusters Score -140707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -140708.609375 Penalty: 714.252991
	Iteration 27Q: 3 clusters Score -140708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -140709.921875 Penalty: 714.252991
	Iteration 28Q: 3 clusters Score -140709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -140711.640625 Penalty: 714.252991
	Iteration 29Q: 3 clusters Score -140711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -140712.390625 Penalty: 714.252991
	Iteration 30Q: 3 clusters Score -140712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -140712.796875 Penalty: 714.252991
	Iteration 31Q: 3 clusters Score -140712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -140714.250000 Penalty: 714.252991
	Iteration 32Q: 3 clusters Score -140714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -140715.093750 Penalty: 714.252991
	Iteration 33Q: 3 clusters Score -140715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -140715.296875 Penalty: 714.252991
	Iteration 34Q: 3 clusters Score -140715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -140715.296875 Penalty: 714.252991
	Iteration 35F: 3 clusters Score -140715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60927.187500 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60927.19 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61193.121094 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61193.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61253.527344 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61253.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61299.542969 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61299.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61333.734375 Penalty: 637.113342
	Iteration 4F: 3 clusters Score -61333.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -61357.695312 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61357.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61370.476562 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61370.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61382.585938 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61382.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61390.140625 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61390.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61392.355469 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61392.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61393.285156 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61393.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61394.320312 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61394.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61395.847656 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61395.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -61397.617188 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61397.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61399.187500 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61399.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61400.593750 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61400.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61401.800781 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61403.843750 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61403.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61406.894531 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61406.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61410.359375 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61410.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61412.019531 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61412.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61414.089844 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61414.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61415.039062 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61415.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61416.187500 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61416.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61417.511719 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61417.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61419.265625 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61419.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61419.847656 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61419.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61420.222656 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61420.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61420.410156 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61420.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61420.464844 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61420.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61420.636719 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61420.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61420.703125 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61420.703125 Penalty: 637.113342
	Iteration 32F: 3 clusters Score -61420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27136.648438 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27136.65 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27290.980469 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27290.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27336.634766 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27336.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27361.916016 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27361.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27387.613281 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27387.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27414.558594 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27414.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27434.929688 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27434.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27449.453125 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27449.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27459.087891 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27459.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27463.537109 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27463.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27467.501953 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27468.273438 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27468.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27470.250000 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -27470.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27474.646484 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -27474.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27476.085938 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -27476.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27476.531250 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -27476.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27476.531250 Penalty: 564.798401
	Iteration 16F: 3 clusters Score -27476.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5163.892578 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5163.893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4952.331055 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4952.331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4983.629395 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4983.629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4992.783203 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -4992.783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4999.268066 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4999.268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5011.831055 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5011.831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5011.831055 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5011.831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4760.195801 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4760.196 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 49 members 
Entering Unmasked Estep 
Score: -4561.467773 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4561.468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4586.159180 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4586.159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4599.094727 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4599.095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4600.741211 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -4600.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4600.741211 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -4600.741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170494 members 
Entering Unmasked Estep 
Score: -9936305.000000 Penalty: 548.113708
	Iteration 0F: 2 clusters Score -9936305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -9826981.000000 Penalty: 1096.227417
	Iteration 0F: 3 clusters Score -9826981 nChanged 83695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -9879491.000000 Penalty: 1096.227417
	Iteration 1F: 3 clusters Score -9879491 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -9883982.000000 Penalty: 1096.227417
	Iteration 2Q: 3 clusters Score -9883982 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85494 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -9891282.000000 Penalty: 1096.227417
	Iteration 3F: 3 clusters Score -9891282 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -9900759.000000 Penalty: 1096.227417
	Iteration 4F: 3 clusters Score -9900759 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -9907618.000000 Penalty: 1096.227417
	Iteration 5F: 3 clusters Score -9907618 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -9910095.000000 Penalty: 1096.227417
	Iteration 6Q: 3 clusters Score -9910095 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -9910601.000000 Penalty: 1096.227417
	Iteration 7Q: 3 clusters Score -9910601 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -9910775.000000 Penalty: 1096.227417
	Iteration 8Q: 3 clusters Score -9910775 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -9910858.000000 Penalty: 1096.227417
	Iteration 9Q: 3 clusters Score -9910858 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -9910956.000000 Penalty: 1096.227417
	Iteration 10Q: 3 clusters Score -9910956 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 90535 members 
Entering Unmasked Estep 
Score: -9910992.000000 Penalty: 1096.227417
	Iteration 11Q: 3 clusters Score -9910992 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -9911080.000000 Penalty: 1096.227417
	Iteration 12Q: 3 clusters Score -9911080 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -9911153.000000 Penalty: 1096.227417
	Iteration 13Q: 3 clusters Score -9911153 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -9911320.000000 Penalty: 1096.227417
	Iteration 14Q: 3 clusters Score -9911320 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -9911453.000000 Penalty: 1096.227417
	Iteration 15Q: 3 clusters Score -9911453 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -9911620.000000 Penalty: 1096.227417
	Iteration 16Q: 3 clusters Score -9911620 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -9911782.000000 Penalty: 1096.227417
	Iteration 17Q: 3 clusters Score -9911782 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -9912055.000000 Penalty: 1096.227417
	Iteration 18Q: 3 clusters Score -9912055 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -9912363.000000 Penalty: 1096.227417
	Iteration 19Q: 3 clusters Score -9912363 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -9912714.000000 Penalty: 1096.227417
	Iteration 20F: 3 clusters Score -9912714 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -9913140.000000 Penalty: 1096.227417
	Iteration 21Q: 3 clusters Score -9913140 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -9913700.000000 Penalty: 1096.227417
	Iteration 22Q: 3 clusters Score -9913700 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -9914231.000000 Penalty: 1096.227417
	Iteration 23Q: 3 clusters Score -9914231 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -9914865.000000 Penalty: 1096.227417
	Iteration 24Q: 3 clusters Score -9914865 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 115904 members 
Entering Unmasked Estep 
Score: -9915672.000000 Penalty: 1096.227417
	Iteration 25Q: 3 clusters Score -9915672 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -9916593.000000 Penalty: 1096.227417
	Iteration 26Q: 3 clusters Score -9916593 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -9917779.000000 Penalty: 1096.227417
	Iteration 27Q: 3 clusters Score -9917779 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 126427 members 
Entering Unmasked Estep 
Score: -9919154.000000 Penalty: 1096.227417
	Iteration 28Q: 3 clusters Score -9919154 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 130697 members 
Entering Unmasked Estep 
Score: -9920806.000000 Penalty: 1096.227417
	Iteration 29Q: 3 clusters Score -9920806 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 135341 members 
Entering Unmasked Estep 
Score: -9922596.000000 Penalty: 1096.227417
	Iteration 30Q: 3 clusters Score -9922596 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 140401 members 
Entering Unmasked Estep 
Score: -9924566.000000 Penalty: 1096.227417
	Iteration 31Q: 3 clusters Score -9924566 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 145477 members 
Entering Unmasked Estep 
Score: -9926309.000000 Penalty: 1096.227417
	Iteration 32Q: 3 clusters Score -9926309 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -9928082.000000 Penalty: 1096.227417
	Iteration 33Q: 3 clusters Score -9928082 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -9929666.000000 Penalty: 1096.227417
	Iteration 34Q: 3 clusters Score -9929666 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -9930858.000000 Penalty: 1096.227417
	Iteration 35Q: 3 clusters Score -9930858 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 160853 members 
Entering Unmasked Estep 
Score: -9931789.000000 Penalty: 1096.227417
	Iteration 36Q: 3 clusters Score -9931789 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 163038 members 
Entering Unmasked Estep 
Score: -9932384.000000 Penalty: 1096.227417
	Iteration 37Q: 3 clusters Score -9932384 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 164791 members 
Entering Unmasked Estep 
Score: -9932817.000000 Penalty: 1096.227417
	Iteration 38Q: 3 clusters Score -9932817 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -9933333.000000 Penalty: 1096.227417
	Iteration 39Q: 3 clusters Score -9933333 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 167304 members 
Entering Unmasked Estep 
Score: -9934275.000000 Penalty: 1096.227417
	Iteration 40F: 3 clusters Score -9934275 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 168686 members 
Entering Unmasked Estep 
Score: -9935053.000000 Penalty: 1096.227417
	Iteration 41Q: 3 clusters Score -9935053 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 169522 members 
Entering Unmasked Estep 
Score: -9935500.000000 Penalty: 1096.227417
	Iteration 42Q: 3 clusters Score -9935500 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 169983 members 
Entering Unmasked Estep 
Score: -9935674.000000 Penalty: 1096.227417
	Iteration 43Q: 3 clusters Score -9935674 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -9935757.000000 Penalty: 1096.227417
	Iteration 44Q: 3 clusters Score -9935757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170310 members 
Entering Unmasked Estep 
Score: -9935809.000000 Penalty: 1096.227417
	Iteration 45Q: 3 clusters Score -9935809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 170362 members 
Entering Unmasked Estep 
Score: -9935862.000000 Penalty: 1096.227417
	Iteration 46Q: 3 clusters Score -9935862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 170389 members 
Entering Unmasked Estep 
Score: -9935858.000000 Penalty: 1096.227417
	Iteration 47Q: 3 clusters Score -9935858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 170403 members 
Entering Unmasked Estep 
Score: -9935876.000000 Penalty: 1096.227417
	Iteration 48Q: 3 clusters Score -9935876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 170407 members 
Entering Unmasked Estep 
Score: -9935874.000000 Penalty: 1096.227417
	Iteration 49Q: 3 clusters Score -9935874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -9935861.000000 Penalty: 1096.227417
	Iteration 50Q: 3 clusters Score -9935861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170419 members 
Entering Unmasked Estep 
Score: -9935878.000000 Penalty: 1096.227417
	Iteration 51Q: 3 clusters Score -9935878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 170421 members 
Entering Unmasked Estep 
Score: -9935881.000000 Penalty: 1096.227417
	Iteration 52Q: 3 clusters Score -9935881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -9935880.000000 Penalty: 1096.227417
	Iteration 53Q: 3 clusters Score -9935880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -9935885.000000 Penalty: 1096.227417
	Iteration 54Q: 3 clusters Score -9935885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -9935885.000000 Penalty: 1096.227417
	Iteration 55F: 3 clusters Score -9935885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 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 110 members 
Entering Unmasked Estep 
Score: -9962.240234 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9962.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10077.205078 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10077.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10149.617188 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10149.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10188.862305 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -10188.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10243.675781 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -10243.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10280.585938 Penalty: 488.728058
	Iteration 5F: 3 clusters Score -10280.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10313.454102 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10313.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10394.939453 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10394.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10419.240234 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10419.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10425.426758 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10425.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10432.487305 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -10432.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10438.135742 Penalty: 488.728058
	Iteration 11Q: 3 clusters Score -10438.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10444.557617 Penalty: 488.728058
	Iteration 12Q: 3 clusters Score -10444.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10446.195312 Penalty: 488.728058
	Iteration 13Q: 3 clusters Score -10446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10446.195312 Penalty: 488.728058
	Iteration 14F: 3 clusters Score -10446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9865 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 26793 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15522 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170494 members 
Mstep: Class 20 contains 111 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20824 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124728 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Mstep: Class 30 contains 104 members 
Entering Unmasked Estep 
Score: -23056410.000000 Penalty: 17636.460938
Splitting cluster 20 changes total score from -23056536.000000 to -23056410.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52924.625000 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52924.62 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -53152.269531 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53152.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -53189.847656 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53189.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53208.117188 Penalty: 624.606079
	Iteration 3Q: 3 clusters Score -53208.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53219.464844 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53219.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -53231.226562 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53231.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53245.230469 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53245.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53265.187500 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53265.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53297.152344 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53297.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -53328.527344 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53328.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53352.097656 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53352.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53369.710938 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53369.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -53382.011719 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53382.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -53389.792969 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53389.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -53397.425781 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53397.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -53409.296875 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53409.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -53419.890625 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53419.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -53429.277344 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53429.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -53439.628906 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53439.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -53448.570312 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53448.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53456.125000 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53456.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -53460.648438 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53460.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -53465.414062 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53465.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -53473.085938 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53473.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -53477.464844 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53477.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -53481.355469 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -53481.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -53485.101562 Penalty: 624.606079
	Iteration 26Q: 3 clusters Score -53485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -53485.945312 Penalty: 624.606079
	Iteration 27Q: 3 clusters Score -53485.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -53489.433594 Penalty: 624.606079
	Iteration 28Q: 3 clusters Score -53489.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -53494.847656 Penalty: 624.606079
	Iteration 29Q: 3 clusters Score -53494.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -53496.472656 Penalty: 624.606079
	Iteration 30Q: 3 clusters Score -53496.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -53496.812500 Penalty: 624.606079
	Iteration 31Q: 3 clusters Score -53496.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -53496.812500 Penalty: 624.606079
	Iteration 32F: 3 clusters Score -53496.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Entering Unmasked Estep 
Score: -1294027.125000 Penalty: 452.445679
	Iteration 0F: 2 clusters Score -1294027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1280149.000000 Penalty: 904.891357
	Iteration 0F: 3 clusters Score -1280149 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1286162.625000 Penalty: 904.891357
	Iteration 1F: 3 clusters Score -1286163 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1287021.500000 Penalty: 904.891357
	Iteration 2F: 3 clusters Score -1287022 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1288404.250000 Penalty: 904.891357
	Iteration 3F: 3 clusters Score -1288404 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1290331.875000 Penalty: 904.891357
	Iteration 4F: 3 clusters Score -1290332 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1292062.250000 Penalty: 904.891357
	Iteration 5F: 3 clusters Score -1292062 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1293004.500000 Penalty: 904.891357
	Iteration 6Q: 3 clusters Score -1293004 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1293363.875000 Penalty: 904.891357
	Iteration 7Q: 3 clusters Score -1293364 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1293496.125000 Penalty: 904.891357
	Iteration 8Q: 3 clusters Score -1293496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1293548.000000 Penalty: 904.891357
	Iteration 9Q: 3 clusters Score -1293548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1293575.875000 Penalty: 904.891357
	Iteration 10Q: 3 clusters Score -1293576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1293590.875000 Penalty: 904.891357
	Iteration 11Q: 3 clusters Score -1293591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1293600.500000 Penalty: 904.891357
	Iteration 12Q: 3 clusters Score -1293600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1293607.625000 Penalty: 904.891357
	Iteration 13Q: 3 clusters Score -1293608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1293609.500000 Penalty: 904.891357
	Iteration 14Q: 3 clusters Score -1293610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1293611.250000 Penalty: 904.891357
	Iteration 15Q: 3 clusters Score -1293611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1293613.500000 Penalty: 904.891357
	Iteration 16Q: 3 clusters Score -1293614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1293618.500000 Penalty: 904.891357
	Iteration 17Q: 3 clusters Score -1293618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1293620.250000 Penalty: 904.891357
	Iteration 18Q: 3 clusters Score -1293620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1293621.500000 Penalty: 904.891357
	Iteration 19Q: 3 clusters Score -1293622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1293622.625000 Penalty: 904.891357
	Iteration 20F: 3 clusters Score -1293623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1293623.000000 Penalty: 904.891357
	Iteration 21Q: 3 clusters Score -1293623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1293624.625000 Penalty: 904.891357
	Iteration 22Q: 3 clusters Score -1293625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1293624.625000 Penalty: 904.891357
	Iteration 23F: 3 clusters Score -1293625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 10 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -1316.639282 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1316.639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 1F: 2 clusters Score -1402.888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -20923.009766 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -20923.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20523.693359 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -20523.69 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20610.085938 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -20610.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20636.255859 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -20636.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20646.173828 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -20646.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20649.740234 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -20649.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20651.250000 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -20651.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20653.591797 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -20653.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20654.816406 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -20654.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20656.025391 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -20656.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20656.025391 Penalty: 540.794739
	Iteration 9F: 3 clusters Score -20656.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12575.451172 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12575.45 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 121 members 
Entering Unmasked Estep 
Score: -12276.159180 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -12276.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12371.653320 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -12371.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12390.786133 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -12390.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12398.580078 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -12398.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12405.670898 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -12405.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12408.952148 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -12408.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12411.866211 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -12411.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12413.478516 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -12413.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12416.015625 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -12416.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12419.427734 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -12419.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12422.988281 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -12422.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12424.265625 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -12424.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12425.837891 Penalty: 498.738159
	Iteration 12Q: 3 clusters Score -12425.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12426.965820 Penalty: 498.738159
	Iteration 13Q: 3 clusters Score -12426.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12427.477539 Penalty: 498.738159
	Iteration 14Q: 3 clusters Score -12427.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12427.477539 Penalty: 498.738159
	Iteration 15F: 3 clusters Score -12427.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -8135.441406 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8135.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7963.612305 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7963.612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8107.218750 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8107.219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8141.950195 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8141.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8147.580078 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -8147.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8148.559082 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -8148.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8148.559082 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -8148.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9865 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 26793 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15522 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170494 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20824 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 35 members 
Mstep: Class 27 contains 124728 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Mstep: Class 30 contains 142 members 
Entering Unmasked Estep 
Score: -23056180.000000 Penalty: 17636.460938
Splitting cluster 26 changes total score from -23056536.000000 to -23056180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (124728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124728 members 
Entering Unmasked Estep 
Score: -7429599.000000 Penalty: 533.892029
	Iteration 0F: 2 clusters Score -7429599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -7348076.000000 Penalty: 1067.784058
	Iteration 0F: 3 clusters Score -7348076 nChanged 60938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -7386538.000000 Penalty: 1067.784058
	Iteration 1F: 3 clusters Score -7386538 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -7390933.000000 Penalty: 1067.784058
	Iteration 2F: 3 clusters Score -7390933 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -7397111.000000 Penalty: 1067.784058
	Iteration 3F: 3 clusters Score -7397111 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -7403582.500000 Penalty: 1067.784058
	Iteration 4F: 3 clusters Score -7403582 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -7408916.000000 Penalty: 1067.784058
	Iteration 5F: 3 clusters Score -7408916 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -7412976.500000 Penalty: 1067.784058
	Iteration 6Q: 3 clusters Score -7412976 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -7415945.500000 Penalty: 1067.784058
	Iteration 7Q: 3 clusters Score -7415946 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -7418371.500000 Penalty: 1067.784058
	Iteration 8Q: 3 clusters Score -7418372 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -7420226.000000 Penalty: 1067.784058
	Iteration 9Q: 3 clusters Score -7420226 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -7421819.500000 Penalty: 1067.784058
	Iteration 10Q: 3 clusters Score -7421820 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 113152 members 
Entering Unmasked Estep 
Score: -7423062.500000 Penalty: 1067.784058
	Iteration 11Q: 3 clusters Score -7423062 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -7424140.500000 Penalty: 1067.784058
	Iteration 12Q: 3 clusters Score -7424140 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -7425162.500000 Penalty: 1067.784058
	Iteration 13Q: 3 clusters Score -7425162 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 118459 members 
Entering Unmasked Estep 
Score: -7426018.000000 Penalty: 1067.784058
	Iteration 14Q: 3 clusters Score -7426018 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 119797 members 
Entering Unmasked Estep 
Score: -7426795.000000 Penalty: 1067.784058
	Iteration 15Q: 3 clusters Score -7426795 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -7427468.500000 Penalty: 1067.784058
	Iteration 16Q: 3 clusters Score -7427468 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 121849 members 
Entering Unmasked Estep 
Score: -7428054.500000 Penalty: 1067.784058
	Iteration 17Q: 3 clusters Score -7428054 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
Score: -7428489.000000 Penalty: 1067.784058
	Iteration 18Q: 3 clusters Score -7428489 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -7428838.000000 Penalty: 1067.784058
	Iteration 19Q: 3 clusters Score -7428838 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
Score: -7429095.500000 Penalty: 1067.784058
	Iteration 20F: 3 clusters Score -7429096 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -7429214.000000 Penalty: 1067.784058
	Iteration 21Q: 3 clusters Score -7429214 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 123932 members 
Entering Unmasked Estep 
Score: -7429284.500000 Penalty: 1067.784058
	Iteration 22Q: 3 clusters Score -7429284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -7429283.500000 Penalty: 1067.784058
	Iteration 23Q: 3 clusters Score -7429284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -7429298.500000 Penalty: 1067.784058
	Iteration 24Q: 3 clusters Score -7429298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -7429310.000000 Penalty: 1067.784058
	Iteration 25Q: 3 clusters Score -7429310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -7429323.500000 Penalty: 1067.784058
	Iteration 26Q: 3 clusters Score -7429324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
Score: -7429319.000000 Penalty: 1067.784058
	Iteration 27Q: 3 clusters Score -7429319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -7429327.000000 Penalty: 1067.784058
	Iteration 28Q: 3 clusters Score -7429327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 124317 members 
Entering Unmasked Estep 
Score: -7429326.000000 Penalty: 1067.784058
	Iteration 29Q: 3 clusters Score -7429326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 124330 members 
Entering Unmasked Estep 
Score: -7429335.000000 Penalty: 1067.784058
	Iteration 30Q: 3 clusters Score -7429335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -7429331.000000 Penalty: 1067.784058
	Iteration 31Q: 3 clusters Score -7429331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -7429341.500000 Penalty: 1067.784058
	Iteration 32Q: 3 clusters Score -7429342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 124360 members 
Entering Unmasked Estep 
Score: -7429339.000000 Penalty: 1067.784058
	Iteration 33Q: 3 clusters Score -7429339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 124367 members 
Entering Unmasked Estep 
Score: -7429338.000000 Penalty: 1067.784058
	Iteration 34Q: 3 clusters Score -7429338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 124371 members 
Entering Unmasked Estep 
Score: -7429339.000000 Penalty: 1067.784058
	Iteration 35Q: 3 clusters Score -7429339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -7429335.000000 Penalty: 1067.784058
	Iteration 36Q: 3 clusters Score -7429335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 124381 members 
Entering Unmasked Estep 
Score: -7429332.000000 Penalty: 1067.784058
	Iteration 37Q: 3 clusters Score -7429332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -7429328.500000 Penalty: 1067.784058
	Iteration 38Q: 3 clusters Score -7429328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -7429329.500000 Penalty: 1067.784058
	Iteration 39Q: 3 clusters Score -7429330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -7429330.500000 Penalty: 1067.784058
	Iteration 40F: 3 clusters Score -7429330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -7429330.000000 Penalty: 1067.784058
	Iteration 41Q: 3 clusters Score -7429330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -7429331.500000 Penalty: 1067.784058
	Iteration 42Q: 3 clusters Score -7429332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -7429338.000000 Penalty: 1067.784058
	Iteration 43Q: 3 clusters Score -7429338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -7429341.000000 Penalty: 1067.784058
	Iteration 44Q: 3 clusters Score -7429341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -7429338.000000 Penalty: 1067.784058
	Iteration 45Q: 3 clusters Score -7429338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -7429338.000000 Penalty: 1067.784058
	Iteration 46F: 3 clusters Score -7429338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -9184.232422 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -9184.232 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 78 members 
Entering Unmasked Estep 
Score: -8925.240234 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8925.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8992.257812 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8992.258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9006.838867 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -9006.839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9014.111328 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -9014.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9017.393555 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -9017.394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9018.722656 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -9018.723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9018.964844 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -9018.965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9018.964844 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -9018.965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -39706.093750 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -39706.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39122.773438 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -39122.77 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39292.953125 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -39292.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39344.097656 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -39344.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39380.359375 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -39380.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39409.835938 Penalty: 589.544373
	Iteration 4F: 3 clusters Score -39409.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39435.695312 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -39435.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39453.492188 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -39453.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39467.390625 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -39467.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39476.871094 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -39476.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39483.710938 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -39483.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39486.921875 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -39486.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39491.375000 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -39491.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39495.085938 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -39495.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39500.574219 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -39500.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39505.902344 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -39505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39508.507812 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -39508.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39508.507812 Penalty: 589.544373
	Iteration 16F: 3 clusters Score -39508.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9865 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 26793 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15522 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170494 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20824 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124728 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056526.000000 Penalty: 17048.580078
Iteration 319Q: 30 clusters Score -2.305653e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6732 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 26808 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15520 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170502 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20823 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 124743 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056500.000000 Penalty: 17048.580078
Iteration 320F: 30 clusters Score -2.30565e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9860 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 26825 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15524 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170508 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20823 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124761 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056442.000000 Penalty: 17048.580078
Iteration 321Q: 30 clusters Score -2.305644e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9853 members 
Mstep: Class 3 contains 3652 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 26848 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15525 members 
Mstep: Class 14 contains 2529 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170515 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20819 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124776 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056462.000000 Penalty: 17048.580078
Iteration 322Q: 30 clusters Score -2.305646e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 3633 members 
Mstep: Class 4 contains 4282 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 26866 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15523 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170521 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20820 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124795 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056466.000000 Penalty: 17048.580078
Iteration 323Q: 30 clusters Score -2.305647e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 3135 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 26870 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15521 members 
Mstep: Class 14 contains 2509 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170539 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20823 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124798 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056484.000000 Penalty: 17048.580078
Iteration 324Q: 30 clusters Score -2.305648e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 3606 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 26888 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15514 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170543 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20828 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124812 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056480.000000 Penalty: 17048.580078
Iteration 325Q: 30 clusters Score -2.305648e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 3582 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 26899 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15512 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170562 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20832 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124803 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056462.000000 Penalty: 17048.580078
Iteration 326Q: 30 clusters Score -2.305646e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 26914 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170588 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20835 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124795 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056428.000000 Penalty: 17048.580078
Iteration 327Q: 30 clusters Score -2.305643e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 3532 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 26936 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15508 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170616 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20831 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124791 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056412.000000 Penalty: 17048.580078
Iteration 328Q: 30 clusters Score -2.305641e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 3512 members 
Mstep: Class 4 contains 4265 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170620 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20836 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124785 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056422.000000 Penalty: 17048.580078
Iteration 329Q: 30 clusters Score -2.305642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9838 members 
Mstep: Class 3 contains 3487 members 
Mstep: Class 4 contains 4265 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 26969 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170624 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20845 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124784 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056386.000000 Penalty: 17048.580078
Iteration 330Q: 30 clusters Score -2.305639e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5606 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 26981 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170623 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20854 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124785 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056394.000000 Penalty: 17048.580078
Iteration 331Q: 30 clusters Score -2.305639e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9839 members 
Mstep: Class 3 contains 3454 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6727 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 26998 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15505 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170625 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20857 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124782 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056402.000000 Penalty: 17048.580078
Iteration 332Q: 30 clusters Score -2.30564e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27019 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15505 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170639 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20865 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124774 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056422.000000 Penalty: 17048.580078
Iteration 333Q: 30 clusters Score -2.305642e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 5608 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27042 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15505 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170655 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20872 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124762 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056390.000000 Penalty: 17048.580078
Iteration 334Q: 30 clusters Score -2.305639e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9843 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6720 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27069 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15508 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170668 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20882 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124746 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056428.000000 Penalty: 17048.580078
Iteration 335Q: 30 clusters Score -2.305643e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27113 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15508 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170676 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20894 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124736 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056380.000000 Penalty: 17048.580078
Iteration 336Q: 30 clusters Score -2.305638e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 3150 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27152 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170686 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20905 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124721 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056330.000000 Penalty: 17048.580078
Iteration 337Q: 30 clusters Score -2.305633e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 3250 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 7 contains 3152 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27185 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15502 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170697 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20916 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124711 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056346.000000 Penalty: 17048.580078
Iteration 338Q: 30 clusters Score -2.305635e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9839 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5615 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27212 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15497 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170699 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20930 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124702 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056372.000000 Penalty: 17048.580078
Iteration 339Q: 30 clusters Score -2.305637e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9837 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27227 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15491 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170700 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20946 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124699 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056366.000000 Penalty: 17048.580078
Iteration 340F: 30 clusters Score -2.305637e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9828 members 
Mstep: Class 3 contains 3213 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6720 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27242 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15491 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170703 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20967 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124693 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056368.000000 Penalty: 17048.580078
Iteration 341Q: 30 clusters Score -2.305637e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 3201 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27258 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15487 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170726 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 20991 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124675 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056358.000000 Penalty: 17048.580078
Iteration 342Q: 30 clusters Score -2.305636e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6715 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 27276 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15486 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170759 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21014 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124655 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056406.000000 Penalty: 17048.580078
Iteration 343Q: 30 clusters Score -2.305641e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 27293 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15485 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170784 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21040 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124645 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056398.000000 Penalty: 17048.580078
Iteration 344Q: 30 clusters Score -2.30564e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 3127 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 27314 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15487 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170804 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21069 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124619 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056410.000000 Penalty: 17048.580078
Iteration 345Q: 30 clusters Score -2.305641e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 27338 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15490 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170812 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21083 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124610 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056456.000000 Penalty: 17048.580078
Iteration 346Q: 30 clusters Score -2.305646e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27371 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15489 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170828 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21108 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124583 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056474.000000 Penalty: 17048.580078
Iteration 347Q: 30 clusters Score -2.305647e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 3068 members 
Mstep: Class 4 contains 4242 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27407 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15490 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170823 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21127 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124567 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056516.000000 Penalty: 17048.580078
Iteration 348Q: 30 clusters Score -2.305652e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27441 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15492 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170820 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21142 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124559 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056510.000000 Penalty: 17048.580078
Iteration 349Q: 30 clusters Score -2.305651e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6698 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27482 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15497 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170809 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21152 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124556 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056526.000000 Penalty: 17048.580078
Iteration 350Q: 30 clusters Score -2.305653e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 4218 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6692 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27520 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15500 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 170810 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21160 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 380 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124556 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056534.000000 Penalty: 17048.580078
Iteration 351Q: 30 clusters Score -2.305653e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9803 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 4210 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27555 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15500 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 92 members 
Mstep: Class 19 contains 170804 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21165 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124563 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056480.000000 Penalty: 17048.580078
Iteration 352Q: 30 clusters Score -2.305648e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27583 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15496 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170795 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21176 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124561 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056512.000000 Penalty: 17048.580078
Iteration 353Q: 30 clusters Score -2.305651e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27602 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15494 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170781 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21190 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124570 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056500.000000 Penalty: 17048.580078
Iteration 354Q: 30 clusters Score -2.30565e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27624 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15489 members 
Mstep: Class 14 contains 2161 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170768 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21206 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124578 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056532.000000 Penalty: 17048.580078
Iteration 355Q: 30 clusters Score -2.305653e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6693 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27641 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15482 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170763 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21216 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124585 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056512.000000 Penalty: 17048.580078
Iteration 356Q: 30 clusters Score -2.305651e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6695 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27661 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15478 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170748 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21219 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124600 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056508.000000 Penalty: 17048.580078
Iteration 357Q: 30 clusters Score -2.305651e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 3016 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6695 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27672 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15476 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170737 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21228 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124611 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056468.000000 Penalty: 17048.580078
Iteration 358Q: 30 clusters Score -2.305647e+07 nChanged 123
Entering ConstructFrom: 
Score: -23056468.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 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 762 members 
Entering Unmasked Estep 
Score: -84617.375000 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84617.38 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -84963.101562 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84963.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -85041.812500 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85041.81 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -85083.640625 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85083.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -85122.484375 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85122.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85151.054688 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85151.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -85171.585938 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85171.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -85185.265625 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85185.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -85195.539062 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85195.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -85205.789062 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85205.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -85215.867188 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85215.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -85230.976562 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85230.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -85243.781250 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85243.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -85253.953125 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85253.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -85264.210938 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85264.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -85280.468750 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85280.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -85298.789062 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85298.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -85315.328125 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85315.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -85331.742188 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85331.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -85356.640625 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85356.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -85380.906250 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85380.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -85395.812500 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85395.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -85408.445312 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85408.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -85424.875000 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85424.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -85431.148438 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85431.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -85438.406250 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85438.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -85448.210938 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -85448.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -85459.781250 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -85459.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -85472.039062 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -85472.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -85487.460938 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -85487.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -85496.812500 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -85496.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -85500.250000 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -85500.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -85506.289062 Penalty: 666.708374
	Iteration 32Q: 3 clusters Score -85506.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -85511.390625 Penalty: 666.708374
	Iteration 33Q: 3 clusters Score -85511.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -85517.218750 Penalty: 666.708374
	Iteration 34Q: 3 clusters Score -85517.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -85520.734375 Penalty: 666.708374
	Iteration 35Q: 3 clusters Score -85520.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -85522.664062 Penalty: 666.708374
	Iteration 36Q: 3 clusters Score -85522.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -85523.968750 Penalty: 666.708374
	Iteration 37Q: 3 clusters Score -85523.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -85524.257812 Penalty: 666.708374
	Iteration 38Q: 3 clusters Score -85524.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -85524.257812 Penalty: 666.708374
	Iteration 39F: 3 clusters Score -85524.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Entering Unmasked Estep 
Score: -564951.812500 Penalty: 418.104797
	Iteration 0F: 2 clusters Score -564951.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -558531.375000 Penalty: 836.209595
	Iteration 0F: 3 clusters Score -558531.4 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -561225.312500 Penalty: 836.209595
	Iteration 1F: 3 clusters Score -561225.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -561492.750000 Penalty: 836.209595
	Iteration 2F: 3 clusters Score -561492.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -561804.750000 Penalty: 836.209595
	Iteration 3F: 3 clusters Score -561804.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -562163.625000 Penalty: 836.209595
	Iteration 4F: 3 clusters Score -562163.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -562601.312500 Penalty: 836.209595
	Iteration 5F: 3 clusters Score -562601.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -562996.937500 Penalty: 836.209595
	Iteration 6F: 3 clusters Score -562996.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -563256.937500 Penalty: 836.209595
	Iteration 7Q: 3 clusters Score -563256.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -563421.062500 Penalty: 836.209595
	Iteration 8Q: 3 clusters Score -563421.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -563552.562500 Penalty: 836.209595
	Iteration 9Q: 3 clusters Score -563552.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -563661.125000 Penalty: 836.209595
	Iteration 10Q: 3 clusters Score -563661.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -563764.437500 Penalty: 836.209595
	Iteration 11Q: 3 clusters Score -563764.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -563882.812500 Penalty: 836.209595
	Iteration 12Q: 3 clusters Score -563882.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -564010.875000 Penalty: 836.209595
	Iteration 13Q: 3 clusters Score -564010.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -564137.375000 Penalty: 836.209595
	Iteration 14Q: 3 clusters Score -564137.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -564261.875000 Penalty: 836.209595
	Iteration 15Q: 3 clusters Score -564261.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -564357.125000 Penalty: 836.209595
	Iteration 16Q: 3 clusters Score -564357.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -564434.187500 Penalty: 836.209595
	Iteration 17Q: 3 clusters Score -564434.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -564489.937500 Penalty: 836.209595
	Iteration 18Q: 3 clusters Score -564489.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -564535.375000 Penalty: 836.209595
	Iteration 19Q: 3 clusters Score -564535.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -564563.437500 Penalty: 836.209595
	Iteration 20F: 3 clusters Score -564563.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -564581.562500 Penalty: 836.209595
	Iteration 21Q: 3 clusters Score -564581.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -564593.125000 Penalty: 836.209595
	Iteration 22Q: 3 clusters Score -564593.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -564601.875000 Penalty: 836.209595
	Iteration 23Q: 3 clusters Score -564601.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -564610.000000 Penalty: 836.209595
	Iteration 24Q: 3 clusters Score -564610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -564618.000000 Penalty: 836.209595
	Iteration 25Q: 3 clusters Score -564618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -564628.312500 Penalty: 836.209595
	Iteration 26Q: 3 clusters Score -564628.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -564642.250000 Penalty: 836.209595
	Iteration 27Q: 3 clusters Score -564642.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -564654.750000 Penalty: 836.209595
	Iteration 28Q: 3 clusters Score -564654.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -564670.375000 Penalty: 836.209595
	Iteration 29Q: 3 clusters Score -564670.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -564682.437500 Penalty: 836.209595
	Iteration 30Q: 3 clusters Score -564682.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -564692.312500 Penalty: 836.209595
	Iteration 31Q: 3 clusters Score -564692.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -564703.812500 Penalty: 836.209595
	Iteration 32Q: 3 clusters Score -564703.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -564709.750000 Penalty: 836.209595
	Iteration 33Q: 3 clusters Score -564709.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -564716.875000 Penalty: 836.209595
	Iteration 34Q: 3 clusters Score -564716.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -564722.937500 Penalty: 836.209595
	Iteration 35Q: 3 clusters Score -564722.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -564727.625000 Penalty: 836.209595
	Iteration 36Q: 3 clusters Score -564727.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -564734.625000 Penalty: 836.209595
	Iteration 37Q: 3 clusters Score -564734.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -564738.750000 Penalty: 836.209595
	Iteration 38Q: 3 clusters Score -564738.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -564741.125000 Penalty: 836.209595
	Iteration 39Q: 3 clusters Score -564741.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -564742.937500 Penalty: 836.209595
	Iteration 40F: 3 clusters Score -564742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -564745.625000 Penalty: 836.209595
	Iteration 41Q: 3 clusters Score -564745.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -564747.125000 Penalty: 836.209595
	Iteration 42Q: 3 clusters Score -564747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -564747.187500 Penalty: 836.209595
	Iteration 43Q: 3 clusters Score -564747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -564746.937500 Penalty: 836.209595
	Iteration 44Q: 3 clusters Score -564746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -564748.437500 Penalty: 836.209595
	Iteration 45Q: 3 clusters Score -564748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -564748.875000 Penalty: 836.209595
	Iteration 46Q: 3 clusters Score -564748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -564749.250000 Penalty: 836.209595
	Iteration 47Q: 3 clusters Score -564749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -564750.312500 Penalty: 836.209595
	Iteration 48Q: 3 clusters Score -564750.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -564751.187500 Penalty: 836.209595
	Iteration 49Q: 3 clusters Score -564751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -564752.375000 Penalty: 836.209595
	Iteration 50Q: 3 clusters Score -564752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -564751.812500 Penalty: 836.209595
	Iteration 51Q: 3 clusters Score -564751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -564752.937500 Penalty: 836.209595
	Iteration 52Q: 3 clusters Score -564752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -564753.687500 Penalty: 836.209595
	Iteration 53Q: 3 clusters Score -564753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -564755.875000 Penalty: 836.209595
	Iteration 54Q: 3 clusters Score -564755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -564757.125000 Penalty: 836.209595
	Iteration 55Q: 3 clusters Score -564757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -564757.000000 Penalty: 836.209595
	Iteration 56Q: 3 clusters Score -564757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -564758.625000 Penalty: 836.209595
	Iteration 57Q: 3 clusters Score -564758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -564759.687500 Penalty: 836.209595
	Iteration 58Q: 3 clusters Score -564759.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -564763.187500 Penalty: 836.209595
	Iteration 59Q: 3 clusters Score -564763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -564768.000000 Penalty: 836.209595
	Iteration 60F: 3 clusters Score -564768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -564767.812500 Penalty: 836.209595
	Iteration 61Q: 3 clusters Score -564767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -564769.500000 Penalty: 836.209595
	Iteration 62Q: 3 clusters Score -564769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -564769.875000 Penalty: 836.209595
	Iteration 63Q: 3 clusters Score -564769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -564768.812500 Penalty: 836.209595
	Iteration 64Q: 3 clusters Score -564768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -564770.062500 Penalty: 836.209595
	Iteration 65Q: 3 clusters Score -564770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -564769.687500 Penalty: 836.209595
	Iteration 66Q: 3 clusters Score -564769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -564772.000000 Penalty: 836.209595
	Iteration 67Q: 3 clusters Score -564772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -564773.250000 Penalty: 836.209595
	Iteration 68Q: 3 clusters Score -564773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -564773.625000 Penalty: 836.209595
	Iteration 69Q: 3 clusters Score -564773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -564775.375000 Penalty: 836.209595
	Iteration 70Q: 3 clusters Score -564775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -564774.500000 Penalty: 836.209595
	Iteration 71Q: 3 clusters Score -564774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -564775.187500 Penalty: 836.209595
	Iteration 72Q: 3 clusters Score -564775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -564775.250000 Penalty: 836.209595
	Iteration 73Q: 3 clusters Score -564775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -564776.062500 Penalty: 836.209595
	Iteration 74Q: 3 clusters Score -564776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -564776.062500 Penalty: 836.209595
	Iteration 75F: 3 clusters Score -564776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -174683.343750 Penalty: 364.365479
	Iteration 0F: 2 clusters Score -174683.3 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 1499 members 
Entering Unmasked Estep 
Score: -172545.875000 Penalty: 728.730957
	Iteration 0F: 3 clusters Score -172545.9 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -173259.453125 Penalty: 728.730957
	Iteration 1F: 3 clusters Score -173259.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -173315.140625 Penalty: 728.730957
	Iteration 2F: 3 clusters Score -173315.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -173362.968750 Penalty: 728.730957
	Iteration 3Q: 3 clusters Score -173363 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -173414.906250 Penalty: 728.730957
	Iteration 4Q: 3 clusters Score -173414.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -173472.078125 Penalty: 728.730957
	Iteration 5Q: 3 clusters Score -173472.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -173533.718750 Penalty: 728.730957
	Iteration 6Q: 3 clusters Score -173533.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -173612.343750 Penalty: 728.730957
	Iteration 7Q: 3 clusters Score -173612.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -173700.875000 Penalty: 728.730957
	Iteration 8Q: 3 clusters Score -173700.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -173810.062500 Penalty: 728.730957
	Iteration 9Q: 3 clusters Score -173810.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -173918.468750 Penalty: 728.730957
	Iteration 10Q: 3 clusters Score -173918.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174005.687500 Penalty: 728.730957
	Iteration 11Q: 3 clusters Score -174005.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -174090.562500 Penalty: 728.730957
	Iteration 12Q: 3 clusters Score -174090.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -174166.265625 Penalty: 728.730957
	Iteration 13Q: 3 clusters Score -174166.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -174205.093750 Penalty: 728.730957
	Iteration 14Q: 3 clusters Score -174205.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -174232.562500 Penalty: 728.730957
	Iteration 15Q: 3 clusters Score -174232.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -174260.906250 Penalty: 728.730957
	Iteration 16Q: 3 clusters Score -174260.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -174276.515625 Penalty: 728.730957
	Iteration 17Q: 3 clusters Score -174276.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -174292.109375 Penalty: 728.730957
	Iteration 18Q: 3 clusters Score -174292.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -174302.390625 Penalty: 728.730957
	Iteration 19Q: 3 clusters Score -174302.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -174313.531250 Penalty: 728.730957
	Iteration 20F: 3 clusters Score -174313.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -174321.265625 Penalty: 728.730957
	Iteration 21Q: 3 clusters Score -174321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -174325.796875 Penalty: 728.730957
	Iteration 22Q: 3 clusters Score -174325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -174327.296875 Penalty: 728.730957
	Iteration 23Q: 3 clusters Score -174327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -174329.515625 Penalty: 728.730957
	Iteration 24Q: 3 clusters Score -174329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -174331.546875 Penalty: 728.730957
	Iteration 25Q: 3 clusters Score -174331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -174334.875000 Penalty: 728.730957
	Iteration 26Q: 3 clusters Score -174334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -174341.593750 Penalty: 728.730957
	Iteration 27Q: 3 clusters Score -174341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -174345.703125 Penalty: 728.730957
	Iteration 28Q: 3 clusters Score -174345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -174350.687500 Penalty: 728.730957
	Iteration 29Q: 3 clusters Score -174350.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -174354.890625 Penalty: 728.730957
	Iteration 30Q: 3 clusters Score -174354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -174357.234375 Penalty: 728.730957
	Iteration 31Q: 3 clusters Score -174357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -174358.250000 Penalty: 728.730957
	Iteration 32Q: 3 clusters Score -174358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -174358.250000 Penalty: 728.730957
	Iteration 33F: 3 clusters Score -174358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -236291.953125 Penalty: 379.185669
	Iteration 0F: 2 clusters Score -236292 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 2115 members 
Entering Unmasked Estep 
Score: -233482.546875 Penalty: 758.371338
	Iteration 0F: 3 clusters Score -233482.5 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -234497.750000 Penalty: 758.371338
	Iteration 1F: 3 clusters Score -234497.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -234635.578125 Penalty: 758.371338
	Iteration 2F: 3 clusters Score -234635.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -234748.593750 Penalty: 758.371338
	Iteration 3F: 3 clusters Score -234748.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -234867.312500 Penalty: 758.371338
	Iteration 4F: 3 clusters Score -234867.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -235021.718750 Penalty: 758.371338
	Iteration 5F: 3 clusters Score -235021.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -235201.859375 Penalty: 758.371338
	Iteration 6F: 3 clusters Score -235201.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -235388.218750 Penalty: 758.371338
	Iteration 7F: 3 clusters Score -235388.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -235559.515625 Penalty: 758.371338
	Iteration 8Q: 3 clusters Score -235559.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -235686.328125 Penalty: 758.371338
	Iteration 9Q: 3 clusters Score -235686.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -235801.906250 Penalty: 758.371338
	Iteration 10Q: 3 clusters Score -235801.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -235866.468750 Penalty: 758.371338
	Iteration 11Q: 3 clusters Score -235866.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -235919.187500 Penalty: 758.371338
	Iteration 12Q: 3 clusters Score -235919.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -235953.250000 Penalty: 758.371338
	Iteration 13Q: 3 clusters Score -235953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -235968.312500 Penalty: 758.371338
	Iteration 14Q: 3 clusters Score -235968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -235973.921875 Penalty: 758.371338
	Iteration 15Q: 3 clusters Score -235973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -235977.000000 Penalty: 758.371338
	Iteration 16Q: 3 clusters Score -235977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -235978.046875 Penalty: 758.371338
	Iteration 17Q: 3 clusters Score -235978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -235983.625000 Penalty: 758.371338
	Iteration 18Q: 3 clusters Score -235983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -235985.640625 Penalty: 758.371338
	Iteration 19Q: 3 clusters Score -235985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -235985.640625 Penalty: 758.371338
	Iteration 20F: 3 clusters Score -235985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -88164.476562 Penalty: 338.580078
	Iteration 0F: 2 clusters Score -88164.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -86968.484375 Penalty: 677.160156
	Iteration 0F: 3 clusters Score -86968.48 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -87416.093750 Penalty: 677.160156
	Iteration 1F: 3 clusters Score -87416.09 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -87581.578125 Penalty: 677.160156
	Iteration 2F: 3 clusters Score -87581.58 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -87737.585938 Penalty: 677.160156
	Iteration 3F: 3 clusters Score -87737.59 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -87856.890625 Penalty: 677.160156
	Iteration 4F: 3 clusters Score -87856.89 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -87936.242188 Penalty: 677.160156
	Iteration 5F: 3 clusters Score -87936.24 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -87988.125000 Penalty: 677.160156
	Iteration 6Q: 3 clusters Score -87988.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -88018.835938 Penalty: 677.160156
	Iteration 7Q: 3 clusters Score -88018.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -88042.210938 Penalty: 677.160156
	Iteration 8Q: 3 clusters Score -88042.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -88051.570312 Penalty: 677.160156
	Iteration 9Q: 3 clusters Score -88051.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -88060.015625 Penalty: 677.160156
	Iteration 10Q: 3 clusters Score -88060.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -88068.164062 Penalty: 677.160156
	Iteration 11Q: 3 clusters Score -88068.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -88076.125000 Penalty: 677.160156
	Iteration 12Q: 3 clusters Score -88076.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -88085.679688 Penalty: 677.160156
	Iteration 13Q: 3 clusters Score -88085.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -88090.984375 Penalty: 677.160156
	Iteration 14Q: 3 clusters Score -88090.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -88095.835938 Penalty: 677.160156
	Iteration 15Q: 3 clusters Score -88095.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -88098.234375 Penalty: 677.160156
	Iteration 16Q: 3 clusters Score -88098.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -88102.312500 Penalty: 677.160156
	Iteration 17Q: 3 clusters Score -88102.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -88105.945312 Penalty: 677.160156
	Iteration 18Q: 3 clusters Score -88105.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -88108.406250 Penalty: 677.160156
	Iteration 19Q: 3 clusters Score -88108.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -88109.585938 Penalty: 677.160156
	Iteration 20F: 3 clusters Score -88109.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -88111.562500 Penalty: 677.160156
	Iteration 21Q: 3 clusters Score -88111.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -88115.296875 Penalty: 677.160156
	Iteration 22Q: 3 clusters Score -88115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -88118.875000 Penalty: 677.160156
	Iteration 23Q: 3 clusters Score -88118.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -88120.460938 Penalty: 677.160156
	Iteration 24Q: 3 clusters Score -88120.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -88120.882812 Penalty: 677.160156
	Iteration 25Q: 3 clusters Score -88120.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -88121.304688 Penalty: 677.160156
	Iteration 26Q: 3 clusters Score -88121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -88121.843750 Penalty: 677.160156
	Iteration 27Q: 3 clusters Score -88121.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -88122.125000 Penalty: 677.160156
	Iteration 28Q: 3 clusters Score -88122.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -88122.664062 Penalty: 677.160156
	Iteration 29Q: 3 clusters Score -88122.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -88122.664062 Penalty: 677.160156
	Iteration 30F: 3 clusters Score -88122.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -324401.125000 Penalty: 392.378967
	Iteration 0F: 2 clusters Score -324401.1 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 2736 members 
Entering Unmasked Estep 
Score: -320687.906250 Penalty: 784.757935
	Iteration 0F: 3 clusters Score -320687.9 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -322043.781250 Penalty: 784.757935
	Iteration 1F: 3 clusters Score -322043.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -322239.531250 Penalty: 784.757935
	Iteration 2F: 3 clusters Score -322239.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -322477.687500 Penalty: 784.757935
	Iteration 3F: 3 clusters Score -322477.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -322789.000000 Penalty: 784.757935
	Iteration 4F: 3 clusters Score -322789 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -323111.312500 Penalty: 784.757935
	Iteration 5F: 3 clusters Score -323111.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -323348.406250 Penalty: 784.757935
	Iteration 6F: 3 clusters Score -323348.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -323486.437500 Penalty: 784.757935
	Iteration 7Q: 3 clusters Score -323486.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -323546.062500 Penalty: 784.757935
	Iteration 8Q: 3 clusters Score -323546.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -323579.312500 Penalty: 784.757935
	Iteration 9Q: 3 clusters Score -323579.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -323599.593750 Penalty: 784.757935
	Iteration 10Q: 3 clusters Score -323599.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -323615.812500 Penalty: 784.757935
	Iteration 11Q: 3 clusters Score -323615.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -323635.156250 Penalty: 784.757935
	Iteration 12Q: 3 clusters Score -323635.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -323650.593750 Penalty: 784.757935
	Iteration 13Q: 3 clusters Score -323650.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -323664.281250 Penalty: 784.757935
	Iteration 14Q: 3 clusters Score -323664.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -323675.250000 Penalty: 784.757935
	Iteration 15Q: 3 clusters Score -323675.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -323691.312500 Penalty: 784.757935
	Iteration 16Q: 3 clusters Score -323691.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -323708.718750 Penalty: 784.757935
	Iteration 17Q: 3 clusters Score -323708.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -323723.218750 Penalty: 784.757935
	Iteration 18Q: 3 clusters Score -323723.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -323733.125000 Penalty: 784.757935
	Iteration 19Q: 3 clusters Score -323733.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -323741.187500 Penalty: 784.757935
	Iteration 20F: 3 clusters Score -323741.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -323747.843750 Penalty: 784.757935
	Iteration 21Q: 3 clusters Score -323747.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -323754.000000 Penalty: 784.757935
	Iteration 22Q: 3 clusters Score -323754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -323763.718750 Penalty: 784.757935
	Iteration 23Q: 3 clusters Score -323763.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -323774.937500 Penalty: 784.757935
	Iteration 24Q: 3 clusters Score -323774.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -323781.781250 Penalty: 784.757935
	Iteration 25Q: 3 clusters Score -323781.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -323788.250000 Penalty: 784.757935
	Iteration 26Q: 3 clusters Score -323788.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -323793.250000 Penalty: 784.757935
	Iteration 27Q: 3 clusters Score -323793.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -323799.312500 Penalty: 784.757935
	Iteration 28Q: 3 clusters Score -323799.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -323804.687500 Penalty: 784.757935
	Iteration 29Q: 3 clusters Score -323804.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -323808.656250 Penalty: 784.757935
	Iteration 30Q: 3 clusters Score -323808.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -323812.781250 Penalty: 784.757935
	Iteration 31Q: 3 clusters Score -323812.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -323816.812500 Penalty: 784.757935
	Iteration 32Q: 3 clusters Score -323816.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -323820.000000 Penalty: 784.757935
	Iteration 33Q: 3 clusters Score -323820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -323823.437500 Penalty: 784.757935
	Iteration 34Q: 3 clusters Score -323823.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -323827.625000 Penalty: 784.757935
	Iteration 35Q: 3 clusters Score -323827.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -323832.000000 Penalty: 784.757935
	Iteration 36Q: 3 clusters Score -323832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -323833.937500 Penalty: 784.757935
	Iteration 37Q: 3 clusters Score -323833.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -323836.437500 Penalty: 784.757935
	Iteration 38Q: 3 clusters Score -323836.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -323839.093750 Penalty: 784.757935
	Iteration 39Q: 3 clusters Score -323839.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -323843.593750 Penalty: 784.757935
	Iteration 40F: 3 clusters Score -323843.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -323846.937500 Penalty: 784.757935
	Iteration 41Q: 3 clusters Score -323846.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -323849.125000 Penalty: 784.757935
	Iteration 42Q: 3 clusters Score -323849.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -323852.062500 Penalty: 784.757935
	Iteration 43Q: 3 clusters Score -323852.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -323856.312500 Penalty: 784.757935
	Iteration 44Q: 3 clusters Score -323856.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -323859.437500 Penalty: 784.757935
	Iteration 45Q: 3 clusters Score -323859.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -323862.531250 Penalty: 784.757935
	Iteration 46Q: 3 clusters Score -323862.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -323864.687500 Penalty: 784.757935
	Iteration 47Q: 3 clusters Score -323864.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -323868.593750 Penalty: 784.757935
	Iteration 48Q: 3 clusters Score -323868.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -323873.281250 Penalty: 784.757935
	Iteration 49Q: 3 clusters Score -323873.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -323876.156250 Penalty: 784.757935
	Iteration 50Q: 3 clusters Score -323876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -323877.843750 Penalty: 784.757935
	Iteration 51Q: 3 clusters Score -323877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -323880.218750 Penalty: 784.757935
	Iteration 52Q: 3 clusters Score -323880.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -323886.375000 Penalty: 784.757935
	Iteration 53Q: 3 clusters Score -323886.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -323890.062500 Penalty: 784.757935
	Iteration 54Q: 3 clusters Score -323890.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -323892.843750 Penalty: 784.757935
	Iteration 55Q: 3 clusters Score -323892.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -323895.812500 Penalty: 784.757935
	Iteration 56Q: 3 clusters Score -323895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -323898.531250 Penalty: 784.757935
	Iteration 57Q: 3 clusters Score -323898.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -323903.156250 Penalty: 784.757935
	Iteration 58Q: 3 clusters Score -323903.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -323908.968750 Penalty: 784.757935
	Iteration 59Q: 3 clusters Score -323909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -323912.875000 Penalty: 784.757935
	Iteration 60F: 3 clusters Score -323912.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -323916.812500 Penalty: 784.757935
	Iteration 61Q: 3 clusters Score -323916.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -323921.250000 Penalty: 784.757935
	Iteration 62Q: 3 clusters Score -323921.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -323929.562500 Penalty: 784.757935
	Iteration 63Q: 3 clusters Score -323929.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -323934.937500 Penalty: 784.757935
	Iteration 64Q: 3 clusters Score -323934.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -323937.625000 Penalty: 784.757935
	Iteration 65Q: 3 clusters Score -323937.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -323939.281250 Penalty: 784.757935
	Iteration 66Q: 3 clusters Score -323939.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -323941.781250 Penalty: 784.757935
	Iteration 67Q: 3 clusters Score -323941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -323944.562500 Penalty: 784.757935
	Iteration 68Q: 3 clusters Score -323944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -323946.562500 Penalty: 784.757935
	Iteration 69Q: 3 clusters Score -323946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -323947.531250 Penalty: 784.757935
	Iteration 70Q: 3 clusters Score -323947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -323948.906250 Penalty: 784.757935
	Iteration 71Q: 3 clusters Score -323948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -323949.843750 Penalty: 784.757935
	Iteration 72Q: 3 clusters Score -323949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -323953.218750 Penalty: 784.757935
	Iteration 73Q: 3 clusters Score -323953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -323956.125000 Penalty: 784.757935
	Iteration 74Q: 3 clusters Score -323956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -323959.093750 Penalty: 784.757935
	Iteration 75Q: 3 clusters Score -323959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -323963.437500 Penalty: 784.757935
	Iteration 76Q: 3 clusters Score -323963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -323967.656250 Penalty: 784.757935
	Iteration 77Q: 3 clusters Score -323967.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -323971.718750 Penalty: 784.757935
	Iteration 78Q: 3 clusters Score -323971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -323973.562500 Penalty: 784.757935
	Iteration 79Q: 3 clusters Score -323973.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -323975.843750 Penalty: 784.757935
	Iteration 80F: 3 clusters Score -323975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -323976.968750 Penalty: 784.757935
	Iteration 81Q: 3 clusters Score -323977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -323978.125000 Penalty: 784.757935
	Iteration 82Q: 3 clusters Score -323978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -323980.031250 Penalty: 784.757935
	Iteration 83Q: 3 clusters Score -323980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -323981.000000 Penalty: 784.757935
	Iteration 84Q: 3 clusters Score -323981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -323982.593750 Penalty: 784.757935
	Iteration 85Q: 3 clusters Score -323982.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -323984.375000 Penalty: 784.757935
	Iteration 86Q: 3 clusters Score -323984.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -323985.406250 Penalty: 784.757935
	Iteration 87Q: 3 clusters Score -323985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -323987.218750 Penalty: 784.757935
	Iteration 88Q: 3 clusters Score -323987.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -323989.937500 Penalty: 784.757935
	Iteration 89Q: 3 clusters Score -323989.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -323993.093750 Penalty: 784.757935
	Iteration 90Q: 3 clusters Score -323993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -323994.968750 Penalty: 784.757935
	Iteration 91Q: 3 clusters Score -323995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -323997.187500 Penalty: 784.757935
	Iteration 92Q: 3 clusters Score -323997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -323997.250000 Penalty: 784.757935
	Iteration 93Q: 3 clusters Score -323997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -323998.156250 Penalty: 784.757935
	Iteration 94Q: 3 clusters Score -323998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -323999.062500 Penalty: 784.757935
	Iteration 95Q: 3 clusters Score -323999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -324000.593750 Penalty: 784.757935
	Iteration 96Q: 3 clusters Score -324000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -324000.718750 Penalty: 784.757935
	Iteration 97Q: 3 clusters Score -324000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -324000.781250 Penalty: 784.757935
	Iteration 98Q: 3 clusters Score -324000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -324001.562500 Penalty: 784.757935
	Iteration 99Q: 3 clusters Score -324001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -324001.562500 Penalty: 784.757935
	Iteration 100F: 3 clusters Score -324001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -167222.000000 Penalty: 366.697083
	Iteration 0F: 2 clusters Score -167222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -165060.328125 Penalty: 733.394165
	Iteration 0F: 3 clusters Score -165060.3 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -165928.125000 Penalty: 733.394165
	Iteration 1F: 3 clusters Score -165928.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -166143.828125 Penalty: 733.394165
	Iteration 2F: 3 clusters Score -166143.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -166351.296875 Penalty: 733.394165
	Iteration 3F: 3 clusters Score -166351.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -166601.625000 Penalty: 733.394165
	Iteration 4F: 3 clusters Score -166601.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -166774.015625 Penalty: 733.394165
	Iteration 5F: 3 clusters Score -166774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -166837.671875 Penalty: 733.394165
	Iteration 6Q: 3 clusters Score -166837.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -166891.437500 Penalty: 733.394165
	Iteration 7Q: 3 clusters Score -166891.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -166929.250000 Penalty: 733.394165
	Iteration 8Q: 3 clusters Score -166929.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -166947.812500 Penalty: 733.394165
	Iteration 9Q: 3 clusters Score -166947.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -166959.484375 Penalty: 733.394165
	Iteration 10Q: 3 clusters Score -166959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -166966.859375 Penalty: 733.394165
	Iteration 11Q: 3 clusters Score -166966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -166974.265625 Penalty: 733.394165
	Iteration 12Q: 3 clusters Score -166974.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -166978.781250 Penalty: 733.394165
	Iteration 13Q: 3 clusters Score -166978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -166981.546875 Penalty: 733.394165
	Iteration 14Q: 3 clusters Score -166981.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -166984.515625 Penalty: 733.394165
	Iteration 15Q: 3 clusters Score -166984.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -166990.765625 Penalty: 733.394165
	Iteration 16Q: 3 clusters Score -166990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -166996.281250 Penalty: 733.394165
	Iteration 17Q: 3 clusters Score -166996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -167000.765625 Penalty: 733.394165
	Iteration 18Q: 3 clusters Score -167000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -167004.593750 Penalty: 733.394165
	Iteration 19Q: 3 clusters Score -167004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -167005.750000 Penalty: 733.394165
	Iteration 20F: 3 clusters Score -167005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -167006.281250 Penalty: 733.394165
	Iteration 21Q: 3 clusters Score -167006.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -167006.281250 Penalty: 733.394165
	Iteration 22F: 3 clusters Score -167006.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -96974.835938 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -96974.84 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -97381.671875 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97381.67 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -97460.640625 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97460.64 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -97514.718750 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97514.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97549.031250 Penalty: 680.307434
	Iteration 4Q: 3 clusters Score -97549.03 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -97604.687500 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -97604.69 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -97660.460938 Penalty: 680.307434
	Iteration 6F: 3 clusters Score -97660.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -97728.812500 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -97728.81 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -97809.898438 Penalty: 680.307434
	Iteration 8F: 3 clusters Score -97809.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -97907.718750 Penalty: 680.307434
	Iteration 9F: 3 clusters Score -97907.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -97997.773438 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -97997.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -98069.671875 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98069.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -98100.757812 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98100.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -98119.257812 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98119.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -98126.140625 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98126.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -98130.617188 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -98130.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -98132.625000 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -98132.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -98134.851562 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -98134.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -98138.210938 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -98138.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -98143.070312 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -98143.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -98145.390625 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -98145.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -98146.359375 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -98146.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -98148.710938 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -98148.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -98152.156250 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -98152.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -98155.117188 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -98155.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -98156.726562 Penalty: 680.307434
	Iteration 25Q: 3 clusters Score -98156.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -98157.859375 Penalty: 680.307434
	Iteration 26Q: 3 clusters Score -98157.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -98158.906250 Penalty: 680.307434
	Iteration 27Q: 3 clusters Score -98158.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -98160.742188 Penalty: 680.307434
	Iteration 28Q: 3 clusters Score -98160.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -98162.695312 Penalty: 680.307434
	Iteration 29Q: 3 clusters Score -98162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -98164.625000 Penalty: 680.307434
	Iteration 30Q: 3 clusters Score -98164.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -98166.164062 Penalty: 680.307434
	Iteration 31Q: 3 clusters Score -98166.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -98166.835938 Penalty: 680.307434
	Iteration 32Q: 3 clusters Score -98166.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -98167.375000 Penalty: 680.307434
	Iteration 33Q: 3 clusters Score -98167.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -98167.554688 Penalty: 680.307434
	Iteration 34Q: 3 clusters Score -98167.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -98167.445312 Penalty: 680.307434
	Iteration 35Q: 3 clusters Score -98167.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -98167.445312 Penalty: 680.307434
	Iteration 36F: 3 clusters Score -98167.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -365842.468750 Penalty: 400.807983
	Iteration 0F: 2 clusters Score -365842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -361351.656250 Penalty: 801.615967
	Iteration 0F: 3 clusters Score -361351.7 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -363207.718750 Penalty: 801.615967
	Iteration 1F: 3 clusters Score -363207.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -363471.250000 Penalty: 801.615967
	Iteration 2F: 3 clusters Score -363471.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -363781.812500 Penalty: 801.615967
	Iteration 3F: 3 clusters Score -363781.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -364104.968750 Penalty: 801.615967
	Iteration 4F: 3 clusters Score -364105 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -364399.250000 Penalty: 801.615967
	Iteration 5F: 3 clusters Score -364399.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -364653.968750 Penalty: 801.615967
	Iteration 6F: 3 clusters Score -364654 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -364837.687500 Penalty: 801.615967
	Iteration 7Q: 3 clusters Score -364837.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -364973.812500 Penalty: 801.615967
	Iteration 8Q: 3 clusters Score -364973.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -365068.750000 Penalty: 801.615967
	Iteration 9Q: 3 clusters Score -365068.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -365155.500000 Penalty: 801.615967
	Iteration 10Q: 3 clusters Score -365155.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -365223.593750 Penalty: 801.615967
	Iteration 11Q: 3 clusters Score -365223.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -365290.812500 Penalty: 801.615967
	Iteration 12Q: 3 clusters Score -365290.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -365348.625000 Penalty: 801.615967
	Iteration 13Q: 3 clusters Score -365348.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -365397.093750 Penalty: 801.615967
	Iteration 14Q: 3 clusters Score -365397.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -365439.718750 Penalty: 801.615967
	Iteration 15Q: 3 clusters Score -365439.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -365477.687500 Penalty: 801.615967
	Iteration 16Q: 3 clusters Score -365477.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -365499.500000 Penalty: 801.615967
	Iteration 17Q: 3 clusters Score -365499.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -365515.250000 Penalty: 801.615967
	Iteration 18Q: 3 clusters Score -365515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -365524.312500 Penalty: 801.615967
	Iteration 19Q: 3 clusters Score -365524.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -365532.875000 Penalty: 801.615967
	Iteration 20F: 3 clusters Score -365532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -365540.000000 Penalty: 801.615967
	Iteration 21Q: 3 clusters Score -365540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -365548.187500 Penalty: 801.615967
	Iteration 22Q: 3 clusters Score -365548.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -365560.875000 Penalty: 801.615967
	Iteration 23Q: 3 clusters Score -365560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -365569.125000 Penalty: 801.615967
	Iteration 24Q: 3 clusters Score -365569.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -365579.843750 Penalty: 801.615967
	Iteration 25Q: 3 clusters Score -365579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -365589.156250 Penalty: 801.615967
	Iteration 26Q: 3 clusters Score -365589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -365597.406250 Penalty: 801.615967
	Iteration 27Q: 3 clusters Score -365597.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -365607.000000 Penalty: 801.615967
	Iteration 28Q: 3 clusters Score -365607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -365613.937500 Penalty: 801.615967
	Iteration 29Q: 3 clusters Score -365613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -365619.343750 Penalty: 801.615967
	Iteration 30Q: 3 clusters Score -365619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -365623.656250 Penalty: 801.615967
	Iteration 31Q: 3 clusters Score -365623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -365624.812500 Penalty: 801.615967
	Iteration 32Q: 3 clusters Score -365624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -365626.718750 Penalty: 801.615967
	Iteration 33Q: 3 clusters Score -365626.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -365627.812500 Penalty: 801.615967
	Iteration 34Q: 3 clusters Score -365627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -365629.468750 Penalty: 801.615967
	Iteration 35Q: 3 clusters Score -365629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -365629.187500 Penalty: 801.615967
	Iteration 36Q: 3 clusters Score -365629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -365629.625000 Penalty: 801.615967
	Iteration 37F: 3 clusters Score -365629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -365630.750000 Penalty: 801.615967
	Iteration 38Q: 3 clusters Score -365630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -365631.093750 Penalty: 801.615967
	Iteration 39Q: 3 clusters Score -365631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -365631.093750 Penalty: 801.615967
	Iteration 40F: 3 clusters Score -365631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -77932.882812 Penalty: 326.935120
	Iteration 0F: 2 clusters Score -77932.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76928.304688 Penalty: 653.870239
	Iteration 0F: 3 clusters Score -76928.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -77225.031250 Penalty: 653.870239
	Iteration 1F: 3 clusters Score -77225.03 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -77315.671875 Penalty: 653.870239
	Iteration 2F: 3 clusters Score -77315.67 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77419.968750 Penalty: 653.870239
	Iteration 3F: 3 clusters Score -77419.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -77503.164062 Penalty: 653.870239
	Iteration 4F: 3 clusters Score -77503.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -77558.953125 Penalty: 653.870239
	Iteration 5F: 3 clusters Score -77558.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -77598.984375 Penalty: 653.870239
	Iteration 6Q: 3 clusters Score -77598.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77634.359375 Penalty: 653.870239
	Iteration 7Q: 3 clusters Score -77634.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77660.625000 Penalty: 653.870239
	Iteration 8Q: 3 clusters Score -77660.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77678.742188 Penalty: 653.870239
	Iteration 9Q: 3 clusters Score -77678.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77702.453125 Penalty: 653.870239
	Iteration 10Q: 3 clusters Score -77702.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77751.679688 Penalty: 653.870239
	Iteration 11Q: 3 clusters Score -77751.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77824.226562 Penalty: 653.870239
	Iteration 12Q: 3 clusters Score -77824.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77861.585938 Penalty: 653.870239
	Iteration 13Q: 3 clusters Score -77861.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77874.929688 Penalty: 653.870239
	Iteration 14Q: 3 clusters Score -77874.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77882.101562 Penalty: 653.870239
	Iteration 15Q: 3 clusters Score -77882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77885.195312 Penalty: 653.870239
	Iteration 16Q: 3 clusters Score -77885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77888.632812 Penalty: 653.870239
	Iteration 17Q: 3 clusters Score -77888.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77891.906250 Penalty: 653.870239
	Iteration 18Q: 3 clusters Score -77891.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77894.265625 Penalty: 653.870239
	Iteration 19Q: 3 clusters Score -77894.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77896.921875 Penalty: 653.870239
	Iteration 20F: 3 clusters Score -77896.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77897.484375 Penalty: 653.870239
	Iteration 21Q: 3 clusters Score -77897.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77897.882812 Penalty: 653.870239
	Iteration 22Q: 3 clusters Score -77897.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77898.414062 Penalty: 653.870239
	Iteration 23Q: 3 clusters Score -77898.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77898.562500 Penalty: 653.870239
	Iteration 24Q: 3 clusters Score -77898.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77898.562500 Penalty: 653.870239
	Iteration 25F: 3 clusters Score -77898.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Entering Unmasked Estep 
Score: -1551047.875000 Penalty: 465.423096
	Iteration 0F: 2 clusters Score -1551048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1532506.250000 Penalty: 930.846191
	Iteration 0F: 3 clusters Score -1532506 nChanged 13286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1540169.000000 Penalty: 930.846191
	Iteration 1F: 3 clusters Score -1540169 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1540647.500000 Penalty: 930.846191
	Iteration 2F: 3 clusters Score -1540648 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1541233.875000 Penalty: 930.846191
	Iteration 3F: 3 clusters Score -1541234 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1541990.750000 Penalty: 930.846191
	Iteration 4F: 3 clusters Score -1541991 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1542935.250000 Penalty: 930.846191
	Iteration 5F: 3 clusters Score -1542935 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1544193.500000 Penalty: 930.846191
	Iteration 6F: 3 clusters Score -1544194 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1545780.375000 Penalty: 930.846191
	Iteration 7F: 3 clusters Score -1545780 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -1547468.625000 Penalty: 930.846191
	Iteration 8F: 3 clusters Score -1547469 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -1548977.500000 Penalty: 930.846191
	Iteration 9F: 3 clusters Score -1548978 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -1549920.000000 Penalty: 930.846191
	Iteration 10Q: 3 clusters Score -1549920 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1550340.000000 Penalty: 930.846191
	Iteration 11Q: 3 clusters Score -1550340 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -1550524.500000 Penalty: 930.846191
	Iteration 12Q: 3 clusters Score -1550524 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -1550623.875000 Penalty: 930.846191
	Iteration 13Q: 3 clusters Score -1550624 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -1550673.000000 Penalty: 930.846191
	Iteration 14Q: 3 clusters Score -1550673 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -1550710.250000 Penalty: 930.846191
	Iteration 15Q: 3 clusters Score -1550710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -1550741.375000 Penalty: 930.846191
	Iteration 16Q: 3 clusters Score -1550741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -1550763.375000 Penalty: 930.846191
	Iteration 17Q: 3 clusters Score -1550763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -1550782.000000 Penalty: 930.846191
	Iteration 18Q: 3 clusters Score -1550782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -1550794.875000 Penalty: 930.846191
	Iteration 19Q: 3 clusters Score -1550795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -1550803.125000 Penalty: 930.846191
	Iteration 20F: 3 clusters Score -1550803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -1550814.500000 Penalty: 930.846191
	Iteration 21Q: 3 clusters Score -1550814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -1550827.250000 Penalty: 930.846191
	Iteration 22Q: 3 clusters Score -1550827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -1550838.000000 Penalty: 930.846191
	Iteration 23Q: 3 clusters Score -1550838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1550847.125000 Penalty: 930.846191
	Iteration 24Q: 3 clusters Score -1550847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -1550851.000000 Penalty: 930.846191
	Iteration 25Q: 3 clusters Score -1550851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -1550856.625000 Penalty: 930.846191
	Iteration 26Q: 3 clusters Score -1550857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -1550864.125000 Penalty: 930.846191
	Iteration 27Q: 3 clusters Score -1550864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -1550867.875000 Penalty: 930.846191
	Iteration 28Q: 3 clusters Score -1550868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -1550871.250000 Penalty: 930.846191
	Iteration 29Q: 3 clusters Score -1550871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -1550873.750000 Penalty: 930.846191
	Iteration 30Q: 3 clusters Score -1550874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -1550881.250000 Penalty: 930.846191
	Iteration 31Q: 3 clusters Score -1550881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -1550882.500000 Penalty: 930.846191
	Iteration 32Q: 3 clusters Score -1550882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -1550886.250000 Penalty: 930.846191
	Iteration 33Q: 3 clusters Score -1550886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1550888.375000 Penalty: 930.846191
	Iteration 34Q: 3 clusters Score -1550888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -1550890.500000 Penalty: 930.846191
	Iteration 35Q: 3 clusters Score -1550890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -1550889.250000 Penalty: 930.846191
	Iteration 36Q: 3 clusters Score -1550889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -1550888.875000 Penalty: 930.846191
	Iteration 37Q: 3 clusters Score -1550889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -1550888.750000 Penalty: 930.846191
	Iteration 38Q: 3 clusters Score -1550889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -1550890.250000 Penalty: 930.846191
	Iteration 39Q: 3 clusters Score -1550890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -1550890.250000 Penalty: 930.846191
	Iteration 40F: 3 clusters Score -1550890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6141.048828 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6141.049 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 77 members 
Entering Unmasked Estep 
Score: -5926.962402 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5926.962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6015.196289 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6015.196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6023.092773 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -6023.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6026.259277 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6026.259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6040.375000 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6040.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6046.696289 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6046.696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6047.577148 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6047.577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6047.577148 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -6047.577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Entering Unmasked Estep 
Score: -976189.937500 Penalty: 438.931732
	Iteration 0F: 2 clusters Score -976189.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -965906.625000 Penalty: 877.863464
	Iteration 0F: 3 clusters Score -965906.6 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -970337.437500 Penalty: 877.863464
	Iteration 1F: 3 clusters Score -970337.4 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -971003.812500 Penalty: 877.863464
	Iteration 2F: 3 clusters Score -971003.8 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -972032.000000 Penalty: 877.863464
	Iteration 3F: 3 clusters Score -972032 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -973289.000000 Penalty: 877.863464
	Iteration 4F: 3 clusters Score -973289 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -974346.937500 Penalty: 877.863464
	Iteration 5F: 3 clusters Score -974346.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -974991.625000 Penalty: 877.863464
	Iteration 6Q: 3 clusters Score -974991.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -975290.062500 Penalty: 877.863464
	Iteration 7Q: 3 clusters Score -975290.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -975398.625000 Penalty: 877.863464
	Iteration 8Q: 3 clusters Score -975398.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -975451.000000 Penalty: 877.863464
	Iteration 9Q: 3 clusters Score -975451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -975497.250000 Penalty: 877.863464
	Iteration 10Q: 3 clusters Score -975497.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -975540.125000 Penalty: 877.863464
	Iteration 11Q: 3 clusters Score -975540.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -975569.375000 Penalty: 877.863464
	Iteration 12Q: 3 clusters Score -975569.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -975600.500000 Penalty: 877.863464
	Iteration 13Q: 3 clusters Score -975600.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -975631.687500 Penalty: 877.863464
	Iteration 14Q: 3 clusters Score -975631.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -975660.937500 Penalty: 877.863464
	Iteration 15Q: 3 clusters Score -975660.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -975683.125000 Penalty: 877.863464
	Iteration 16Q: 3 clusters Score -975683.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -975699.625000 Penalty: 877.863464
	Iteration 17Q: 3 clusters Score -975699.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -975720.500000 Penalty: 877.863464
	Iteration 18Q: 3 clusters Score -975720.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -975734.000000 Penalty: 877.863464
	Iteration 19Q: 3 clusters Score -975734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -975746.062500 Penalty: 877.863464
	Iteration 20F: 3 clusters Score -975746.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -975755.437500 Penalty: 877.863464
	Iteration 21Q: 3 clusters Score -975755.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -975766.312500 Penalty: 877.863464
	Iteration 22Q: 3 clusters Score -975766.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -975771.500000 Penalty: 877.863464
	Iteration 23Q: 3 clusters Score -975771.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -975781.500000 Penalty: 877.863464
	Iteration 24Q: 3 clusters Score -975781.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -975791.750000 Penalty: 877.863464
	Iteration 25Q: 3 clusters Score -975791.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -975804.375000 Penalty: 877.863464
	Iteration 26Q: 3 clusters Score -975804.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -975812.625000 Penalty: 877.863464
	Iteration 27Q: 3 clusters Score -975812.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -975818.187500 Penalty: 877.863464
	Iteration 28Q: 3 clusters Score -975818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -975823.125000 Penalty: 877.863464
	Iteration 29Q: 3 clusters Score -975823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -975825.500000 Penalty: 877.863464
	Iteration 30Q: 3 clusters Score -975825.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -975827.937500 Penalty: 877.863464
	Iteration 31Q: 3 clusters Score -975827.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -975833.437500 Penalty: 877.863464
	Iteration 32Q: 3 clusters Score -975833.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -975837.750000 Penalty: 877.863464
	Iteration 33Q: 3 clusters Score -975837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -975841.250000 Penalty: 877.863464
	Iteration 34Q: 3 clusters Score -975841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -975843.312500 Penalty: 877.863464
	Iteration 35Q: 3 clusters Score -975843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -975844.375000 Penalty: 877.863464
	Iteration 36Q: 3 clusters Score -975844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -975841.875000 Penalty: 877.863464
	Iteration 37Q: 3 clusters Score -975841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -975842.250000 Penalty: 877.863464
	Iteration 38Q: 3 clusters Score -975842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -975843.000000 Penalty: 877.863464
	Iteration 39Q: 3 clusters Score -975843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -975843.812500 Penalty: 877.863464
	Iteration 40F: 3 clusters Score -975843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -975844.125000 Penalty: 877.863464
	Iteration 41Q: 3 clusters Score -975844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -975843.937500 Penalty: 877.863464
	Iteration 42Q: 3 clusters Score -975843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -975845.250000 Penalty: 877.863464
	Iteration 43Q: 3 clusters Score -975845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -975846.812500 Penalty: 877.863464
	Iteration 44Q: 3 clusters Score -975846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -975846.812500 Penalty: 877.863464
	Iteration 45Q: 3 clusters Score -975846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -975847.687500 Penalty: 877.863464
	Iteration 46Q: 3 clusters Score -975847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -975847.687500 Penalty: 877.863464
	Iteration 47F: 3 clusters Score -975847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -116571.289062 Penalty: 348.578064
	Iteration 0F: 2 clusters Score -116571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -115041.406250 Penalty: 697.156128
	Iteration 0F: 3 clusters Score -115041.4 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -115658.390625 Penalty: 697.156128
	Iteration 1F: 3 clusters Score -115658.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -115829.710938 Penalty: 697.156128
	Iteration 2F: 3 clusters Score -115829.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -115985.281250 Penalty: 697.156128
	Iteration 3F: 3 clusters Score -115985.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -116104.546875 Penalty: 697.156128
	Iteration 4F: 3 clusters Score -116104.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -116213.359375 Penalty: 697.156128
	Iteration 5F: 3 clusters Score -116213.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -116304.093750 Penalty: 697.156128
	Iteration 6Q: 3 clusters Score -116304.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -116371.187500 Penalty: 697.156128
	Iteration 7Q: 3 clusters Score -116371.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -116406.031250 Penalty: 697.156128
	Iteration 8Q: 3 clusters Score -116406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -116440.640625 Penalty: 697.156128
	Iteration 9Q: 3 clusters Score -116440.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -116457.187500 Penalty: 697.156128
	Iteration 10Q: 3 clusters Score -116457.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -116465.101562 Penalty: 697.156128
	Iteration 11Q: 3 clusters Score -116465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -116470.046875 Penalty: 697.156128
	Iteration 12Q: 3 clusters Score -116470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -116471.570312 Penalty: 697.156128
	Iteration 13Q: 3 clusters Score -116471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -116474.343750 Penalty: 697.156128
	Iteration 14Q: 3 clusters Score -116474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -116479.812500 Penalty: 697.156128
	Iteration 15Q: 3 clusters Score -116479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -116483.351562 Penalty: 697.156128
	Iteration 16Q: 3 clusters Score -116483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -116485.359375 Penalty: 697.156128
	Iteration 17Q: 3 clusters Score -116485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -116486.320312 Penalty: 697.156128
	Iteration 18Q: 3 clusters Score -116486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -116488.882812 Penalty: 697.156128
	Iteration 19Q: 3 clusters Score -116488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -116494.085938 Penalty: 697.156128
	Iteration 20F: 3 clusters Score -116494.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -116498.531250 Penalty: 697.156128
	Iteration 21Q: 3 clusters Score -116498.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -116503.375000 Penalty: 697.156128
	Iteration 22Q: 3 clusters Score -116503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -116505.945312 Penalty: 697.156128
	Iteration 23Q: 3 clusters Score -116505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -116510.210938 Penalty: 697.156128
	Iteration 24Q: 3 clusters Score -116510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -116514.617188 Penalty: 697.156128
	Iteration 25Q: 3 clusters Score -116514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -116517.562500 Penalty: 697.156128
	Iteration 26Q: 3 clusters Score -116517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -116518.812500 Penalty: 697.156128
	Iteration 27Q: 3 clusters Score -116518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -116518.906250 Penalty: 697.156128
	Iteration 28Q: 3 clusters Score -116518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -116519.031250 Penalty: 697.156128
	Iteration 29Q: 3 clusters Score -116519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -116519.031250 Penalty: 697.156128
	Iteration 30F: 3 clusters Score -116519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60887.953125 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60887.95 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61181.304688 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61181.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -61220.562500 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61220.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -61256.964844 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61256.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -61279.621094 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61279.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -61297.023438 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61297.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -61311.750000 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61311.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -61327.515625 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61327.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -61345.062500 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61345.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -61363.566406 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61363.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -61377.312500 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61377.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61385.769531 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61385.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -61398.421875 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61398.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -61408.730469 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61408.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -61422.890625 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61422.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -61435.753906 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61435.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -61454.195312 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61454.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -61469.882812 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61469.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -61482.847656 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61482.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -61490.652344 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61490.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -61497.441406 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61497.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -61499.601562 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -61500.152344 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61500.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61501.511719 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61501.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61502.804688 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61505.019531 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61505.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -61507.570312 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61507.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61508.011719 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61508.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61509.332031 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61509.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61510.750000 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61510.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61513.824219 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61513.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -61515.429688 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61515.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -61515.429688 Penalty: 637.113342
	Iteration 32F: 3 clusters Score -61515.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 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 236 members 
Entering Unmasked Estep 
Score: -27136.863281 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27136.86 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27264.855469 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27264.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27319.175781 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27319.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27345.712891 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27345.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27375.029297 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27375.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27407.488281 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27407.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27423.281250 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27423.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27432.166016 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27432.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27437.429688 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27437.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27440.044922 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27440.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27440.351562 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27440.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27442.195312 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27443.517578 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -27443.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27445.457031 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -27445.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27448.949219 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -27448.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27450.642578 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -27450.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27453.759766 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -27453.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27455.982422 Penalty: 564.798401
	Iteration 17Q: 3 clusters Score -27455.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27456.521484 Penalty: 564.798401
	Iteration 18Q: 3 clusters Score -27456.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27456.521484 Penalty: 564.798401
	Iteration 19F: 3 clusters Score -27456.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5163.892578 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5163.893 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 54 members 
Entering Unmasked Estep 
Score: -4954.809570 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4954.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4989.421875 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4989.422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5001.786621 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -5001.787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5011.236328 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5011.236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5031.175781 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5031.176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5046.605469 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5046.605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5046.605469 Penalty: 428.567261
	Iteration 6F: 3 clusters Score -5046.605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4652.072754 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4652.073 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 51 members 
Entering Unmasked Estep 
Score: -4451.331543 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4451.332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4469.412598 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4469.413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4473.483398 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -4473.483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4479.930176 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4479.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4487.825684 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -4487.826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4492.727051 Penalty: 410.488220
	Iteration 5Q: 3 clusters Score -4492.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4492.727051 Penalty: 410.488220
	Iteration 6F: 3 clusters Score -4492.727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Entering Unmasked Estep 
Score: -9948126.000000 Penalty: 548.176392
	Iteration 0F: 2 clusters Score -9948126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -9838246.000000 Penalty: 1096.352783
	Iteration 0F: 3 clusters Score -9838246 nChanged 83856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -9892346.000000 Penalty: 1096.352783
	Iteration 1F: 3 clusters Score -9892346 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -9895432.000000 Penalty: 1096.352783
	Iteration 2Q: 3 clusters Score -9895432 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -9899515.000000 Penalty: 1096.352783
	Iteration 3Q: 3 clusters Score -9899515 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -9905145.000000 Penalty: 1096.352783
	Iteration 4F: 3 clusters Score -9905145 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -9912259.000000 Penalty: 1096.352783
	Iteration 5F: 3 clusters Score -9912259 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -9919042.000000 Penalty: 1096.352783
	Iteration 6F: 3 clusters Score -9919042 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -9922913.000000 Penalty: 1096.352783
	Iteration 7Q: 3 clusters Score -9922913 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -9924532.000000 Penalty: 1096.352783
	Iteration 8Q: 3 clusters Score -9924532 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -9925176.000000 Penalty: 1096.352783
	Iteration 9Q: 3 clusters Score -9925176 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -9925578.000000 Penalty: 1096.352783
	Iteration 10Q: 3 clusters Score -9925578 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -9925758.000000 Penalty: 1096.352783
	Iteration 11Q: 3 clusters Score -9925758 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -9925951.000000 Penalty: 1096.352783
	Iteration 12Q: 3 clusters Score -9925951 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -9926289.000000 Penalty: 1096.352783
	Iteration 13Q: 3 clusters Score -9926289 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -9926586.000000 Penalty: 1096.352783
	Iteration 14Q: 3 clusters Score -9926586 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -9926875.000000 Penalty: 1096.352783
	Iteration 15Q: 3 clusters Score -9926875 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -9927162.000000 Penalty: 1096.352783
	Iteration 16Q: 3 clusters Score -9927162 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -9927576.000000 Penalty: 1096.352783
	Iteration 17Q: 3 clusters Score -9927576 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
Score: -9927909.000000 Penalty: 1096.352783
	Iteration 18Q: 3 clusters Score -9927909 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -9928338.000000 Penalty: 1096.352783
	Iteration 19Q: 3 clusters Score -9928338 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -9928767.000000 Penalty: 1096.352783
	Iteration 20F: 3 clusters Score -9928767 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -9929131.000000 Penalty: 1096.352783
	Iteration 21Q: 3 clusters Score -9929131 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 109848 members 
Entering Unmasked Estep 
Score: -9929686.000000 Penalty: 1096.352783
	Iteration 22Q: 3 clusters Score -9929686 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -9930113.000000 Penalty: 1096.352783
	Iteration 23Q: 3 clusters Score -9930113 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -9930641.000000 Penalty: 1096.352783
	Iteration 24Q: 3 clusters Score -9930641 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -9931202.000000 Penalty: 1096.352783
	Iteration 25Q: 3 clusters Score -9931202 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 117788 members 
Entering Unmasked Estep 
Score: -9931770.000000 Penalty: 1096.352783
	Iteration 26Q: 3 clusters Score -9931770 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -9932435.000000 Penalty: 1096.352783
	Iteration 27Q: 3 clusters Score -9932435 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -9933156.000000 Penalty: 1096.352783
	Iteration 28Q: 3 clusters Score -9933156 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 125088 members 
Entering Unmasked Estep 
Score: -9934015.000000 Penalty: 1096.352783
	Iteration 29Q: 3 clusters Score -9934015 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -9934912.000000 Penalty: 1096.352783
	Iteration 30Q: 3 clusters Score -9934912 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 130376 members 
Entering Unmasked Estep 
Score: -9935834.000000 Penalty: 1096.352783
	Iteration 31Q: 3 clusters Score -9935834 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 132861 members 
Entering Unmasked Estep 
Score: -9936631.000000 Penalty: 1096.352783
	Iteration 32Q: 3 clusters Score -9936631 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 135396 members 
Entering Unmasked Estep 
Score: -9937486.000000 Penalty: 1096.352783
	Iteration 33Q: 3 clusters Score -9937486 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -9938382.000000 Penalty: 1096.352783
	Iteration 34Q: 3 clusters Score -9938382 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -9939408.000000 Penalty: 1096.352783
	Iteration 35Q: 3 clusters Score -9939408 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -9940365.000000 Penalty: 1096.352783
	Iteration 36Q: 3 clusters Score -9940365 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -9941505.000000 Penalty: 1096.352783
	Iteration 37Q: 3 clusters Score -9941505 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -9942464.000000 Penalty: 1096.352783
	Iteration 38Q: 3 clusters Score -9942464 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -9943439.000000 Penalty: 1096.352783
	Iteration 39Q: 3 clusters Score -9943439 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -9944371.000000 Penalty: 1096.352783
	Iteration 40F: 3 clusters Score -9944371 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -9945221.000000 Penalty: 1096.352783
	Iteration 41Q: 3 clusters Score -9945221 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 157572 members 
Entering Unmasked Estep 
Score: -9945978.000000 Penalty: 1096.352783
	Iteration 42Q: 3 clusters Score -9945978 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -9946695.000000 Penalty: 1096.352783
	Iteration 43Q: 3 clusters Score -9946695 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -9947202.000000 Penalty: 1096.352783
	Iteration 44Q: 3 clusters Score -9947202 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -9947587.000000 Penalty: 1096.352783
	Iteration 45Q: 3 clusters Score -9947587 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -9947828.000000 Penalty: 1096.352783
	Iteration 46Q: 3 clusters Score -9947828 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -9948020.000000 Penalty: 1096.352783
	Iteration 47Q: 3 clusters Score -9948020 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 165413 members 
Entering Unmasked Estep 
Score: -9948101.000000 Penalty: 1096.352783
	Iteration 48Q: 3 clusters Score -9948101 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 166071 members 
Entering Unmasked Estep 
Score: -9948204.000000 Penalty: 1096.352783
	Iteration 49Q: 3 clusters Score -9948204 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -9948175.000000 Penalty: 1096.352783
	Iteration 50Q: 3 clusters Score -9948175 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -9948180.000000 Penalty: 1096.352783
	Iteration 51Q: 3 clusters Score -9948180 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 167397 members 
Entering Unmasked Estep 
Score: -9948176.000000 Penalty: 1096.352783
	Iteration 52Q: 3 clusters Score -9948176 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -9948189.000000 Penalty: 1096.352783
	Iteration 53Q: 3 clusters Score -9948189 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -9948257.000000 Penalty: 1096.352783
	Iteration 54Q: 3 clusters Score -9948257 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 168144 members 
Entering Unmasked Estep 
Score: -9948241.000000 Penalty: 1096.352783
	Iteration 55Q: 3 clusters Score -9948241 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -9948246.000000 Penalty: 1096.352783
	Iteration 56Q: 3 clusters Score -9948246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 168481 members 
Entering Unmasked Estep 
Score: -9948260.000000 Penalty: 1096.352783
	Iteration 57Q: 3 clusters Score -9948260 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -9948290.000000 Penalty: 1096.352783
	Iteration 58Q: 3 clusters Score -9948290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 168699 members 
Entering Unmasked Estep 
Score: -9948283.000000 Penalty: 1096.352783
	Iteration 59Q: 3 clusters Score -9948283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 168787 members 
Entering Unmasked Estep 
Score: -9948270.000000 Penalty: 1096.352783
	Iteration 60F: 3 clusters Score -9948270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 168851 members 
Entering Unmasked Estep 
Score: -9948260.000000 Penalty: 1096.352783
	Iteration 61Q: 3 clusters Score -9948260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -9948263.000000 Penalty: 1096.352783
	Iteration 62Q: 3 clusters Score -9948263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -9948268.000000 Penalty: 1096.352783
	Iteration 63Q: 3 clusters Score -9948268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -9948269.000000 Penalty: 1096.352783
	Iteration 64Q: 3 clusters Score -9948269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -9948273.000000 Penalty: 1096.352783
	Iteration 65Q: 3 clusters Score -9948273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -9948282.000000 Penalty: 1096.352783
	Iteration 66Q: 3 clusters Score -9948282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 169109 members 
Entering Unmasked Estep 
Score: -9948295.000000 Penalty: 1096.352783
	Iteration 67Q: 3 clusters Score -9948295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -9948301.000000 Penalty: 1096.352783
	Iteration 68Q: 3 clusters Score -9948301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 169173 members 
Entering Unmasked Estep 
Score: -9948275.000000 Penalty: 1096.352783
	Iteration 69Q: 3 clusters Score -9948275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 169202 members 
Entering Unmasked Estep 
Score: -9948275.000000 Penalty: 1096.352783
	Iteration 70Q: 3 clusters Score -9948275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169220 members 
Entering Unmasked Estep 
Score: -9948257.000000 Penalty: 1096.352783
	Iteration 71Q: 3 clusters Score -9948257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -9948261.000000 Penalty: 1096.352783
	Iteration 72Q: 3 clusters Score -9948261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -9948263.000000 Penalty: 1096.352783
	Iteration 73Q: 3 clusters Score -9948263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 169260 members 
Entering Unmasked Estep 
Score: -9948264.000000 Penalty: 1096.352783
	Iteration 74Q: 3 clusters Score -9948264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 169268 members 
Entering Unmasked Estep 
Score: -9948262.000000 Penalty: 1096.352783
	Iteration 75Q: 3 clusters Score -9948262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 169273 members 
Entering Unmasked Estep 
Score: -9948255.000000 Penalty: 1096.352783
	Iteration 76Q: 3 clusters Score -9948255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 169278 members 
Entering Unmasked Estep 
Score: -9948261.000000 Penalty: 1096.352783
	Iteration 77Q: 3 clusters Score -9948261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 169282 members 
Entering Unmasked Estep 
Score: -9948257.000000 Penalty: 1096.352783
	Iteration 78Q: 3 clusters Score -9948257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 169285 members 
Entering Unmasked Estep 
Score: -9948254.000000 Penalty: 1096.352783
	Iteration 79Q: 3 clusters Score -9948254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169290 members 
Entering Unmasked Estep 
Score: -9948256.000000 Penalty: 1096.352783
	Iteration 80F: 3 clusters Score -9948256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -9948254.000000 Penalty: 1096.352783
	Iteration 81Q: 3 clusters Score -9948254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -9948250.000000 Penalty: 1096.352783
	Iteration 82Q: 3 clusters Score -9948250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 169295 members 
Entering Unmasked Estep 
Score: -9948255.000000 Penalty: 1096.352783
	Iteration 83Q: 3 clusters Score -9948255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 169296 members 
Entering Unmasked Estep 
Score: -9948251.000000 Penalty: 1096.352783
	Iteration 84Q: 3 clusters Score -9948251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 169297 members 
Entering Unmasked Estep 
Score: -9948255.000000 Penalty: 1096.352783
	Iteration 85Q: 3 clusters Score -9948255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 169297 members 
Entering Unmasked Estep 
Score: -9948255.000000 Penalty: 1096.352783
	Iteration 86F: 3 clusters Score -9948255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27697 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15473 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21240 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124616 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 169297 members 
Entering Unmasked Estep 
Score: -23056424.000000 Penalty: 17636.460938
Splitting cluster 19 changes total score from -23056468.000000 to -23056424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9999.714844 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9999.715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10074.996094 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10113.621094 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10113.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10151.341797 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -10151.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10168.328125 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -10168.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10172.494141 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -10172.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10183.958984 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10183.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10191.466797 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10191.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10202.708984 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10202.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10214.290039 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10214.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10223.343750 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -10223.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10240.207031 Penalty: 488.728058
	Iteration 11Q: 3 clusters Score -10240.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10256.828125 Penalty: 488.728058
	Iteration 12Q: 3 clusters Score -10256.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10263.310547 Penalty: 488.728058
	Iteration 13Q: 3 clusters Score -10263.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10271.192383 Penalty: 488.728058
	Iteration 14Q: 3 clusters Score -10271.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10273.582031 Penalty: 488.728058
	Iteration 15Q: 3 clusters Score -10273.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10273.582031 Penalty: 488.728058
	Iteration 16F: 3 clusters Score -10273.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27697 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15473 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170729 members 
Mstep: Class 20 contains 112 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21240 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124616 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 103 members 
Entering Unmasked Estep 
Score: -23056184.000000 Penalty: 17636.460938
Splitting cluster 20 changes total score from -23056468.000000 to -23056184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52927.761719 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52927.76 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -53156.078125 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53156.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53195.878906 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53195.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53216.007812 Penalty: 624.606079
	Iteration 3Q: 3 clusters Score -53216.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53226.589844 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53226.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53243.542969 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53243.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53260.042969 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53260.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53275.539062 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53275.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53299.871094 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53299.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53326.542969 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53326.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53359.281250 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53359.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53392.960938 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53392.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53423.878906 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53423.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53459.730469 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53459.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53510.597656 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53510.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53552.101562 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53552.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53578.308594 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53578.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53605.664062 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53605.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53621.015625 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53621.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53633.308594 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53633.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53643.847656 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53643.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53651.847656 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53651.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53657.015625 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53657.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53662.714844 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53662.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53665.707031 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53665.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53667.921875 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -53667.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53668.171875 Penalty: 624.606079
	Iteration 26Q: 3 clusters Score -53668.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53668.171875 Penalty: 624.606079
	Iteration 27F: 3 clusters Score -53668.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Entering Unmasked Estep 
Score: -1319131.375000 Penalty: 453.345673
	Iteration 0F: 2 clusters Score -1319131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1304884.125000 Penalty: 906.691345
	Iteration 0F: 3 clusters Score -1304884 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1311389.000000 Penalty: 906.691345
	Iteration 1F: 3 clusters Score -1311389 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1312118.625000 Penalty: 906.691345
	Iteration 2F: 3 clusters Score -1312119 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1313171.750000 Penalty: 906.691345
	Iteration 3F: 3 clusters Score -1313172 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1314591.875000 Penalty: 906.691345
	Iteration 4F: 3 clusters Score -1314592 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1315948.000000 Penalty: 906.691345
	Iteration 5F: 3 clusters Score -1315948 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1316551.500000 Penalty: 906.691345
	Iteration 6Q: 3 clusters Score -1316552 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1316759.625000 Penalty: 906.691345
	Iteration 7Q: 3 clusters Score -1316760 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1316933.500000 Penalty: 906.691345
	Iteration 8Q: 3 clusters Score -1316934 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1317078.625000 Penalty: 906.691345
	Iteration 9Q: 3 clusters Score -1317079 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1317212.125000 Penalty: 906.691345
	Iteration 10Q: 3 clusters Score -1317212 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1317353.125000 Penalty: 906.691345
	Iteration 11Q: 3 clusters Score -1317353 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1317458.500000 Penalty: 906.691345
	Iteration 12Q: 3 clusters Score -1317458 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1317566.500000 Penalty: 906.691345
	Iteration 13Q: 3 clusters Score -1317566 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1317668.000000 Penalty: 906.691345
	Iteration 14Q: 3 clusters Score -1317668 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1317756.375000 Penalty: 906.691345
	Iteration 15Q: 3 clusters Score -1317756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1317829.750000 Penalty: 906.691345
	Iteration 16Q: 3 clusters Score -1317830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1317897.375000 Penalty: 906.691345
	Iteration 17Q: 3 clusters Score -1317897 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1317959.125000 Penalty: 906.691345
	Iteration 18Q: 3 clusters Score -1317959 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1318012.625000 Penalty: 906.691345
	Iteration 19Q: 3 clusters Score -1318013 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1318052.875000 Penalty: 906.691345
	Iteration 20F: 3 clusters Score -1318053 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1318105.875000 Penalty: 906.691345
	Iteration 21Q: 3 clusters Score -1318106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1318158.750000 Penalty: 906.691345
	Iteration 22Q: 3 clusters Score -1318159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1318213.500000 Penalty: 906.691345
	Iteration 23Q: 3 clusters Score -1318214 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1318273.500000 Penalty: 906.691345
	Iteration 24Q: 3 clusters Score -1318274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -1318337.625000 Penalty: 906.691345
	Iteration 25Q: 3 clusters Score -1318338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -1318378.250000 Penalty: 906.691345
	Iteration 26Q: 3 clusters Score -1318378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1318422.000000 Penalty: 906.691345
	Iteration 27Q: 3 clusters Score -1318422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1318456.250000 Penalty: 906.691345
	Iteration 28Q: 3 clusters Score -1318456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1318489.625000 Penalty: 906.691345
	Iteration 29Q: 3 clusters Score -1318490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -1318520.625000 Penalty: 906.691345
	Iteration 30Q: 3 clusters Score -1318521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1318540.625000 Penalty: 906.691345
	Iteration 31Q: 3 clusters Score -1318541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -1318561.125000 Penalty: 906.691345
	Iteration 32Q: 3 clusters Score -1318561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -1318574.250000 Penalty: 906.691345
	Iteration 33Q: 3 clusters Score -1318574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1318587.875000 Penalty: 906.691345
	Iteration 34Q: 3 clusters Score -1318588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1318603.625000 Penalty: 906.691345
	Iteration 35Q: 3 clusters Score -1318604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1318612.875000 Penalty: 906.691345
	Iteration 36Q: 3 clusters Score -1318613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -1318619.125000 Penalty: 906.691345
	Iteration 37Q: 3 clusters Score -1318619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -1318628.000000 Penalty: 906.691345
	Iteration 38Q: 3 clusters Score -1318628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1318637.250000 Penalty: 906.691345
	Iteration 39Q: 3 clusters Score -1318637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1318646.000000 Penalty: 906.691345
	Iteration 40F: 3 clusters Score -1318646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -1318650.625000 Penalty: 906.691345
	Iteration 41Q: 3 clusters Score -1318651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1318658.375000 Penalty: 906.691345
	Iteration 42Q: 3 clusters Score -1318658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -1318660.875000 Penalty: 906.691345
	Iteration 43Q: 3 clusters Score -1318661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -1318668.375000 Penalty: 906.691345
	Iteration 44Q: 3 clusters Score -1318668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1318680.125000 Penalty: 906.691345
	Iteration 45Q: 3 clusters Score -1318680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1318687.250000 Penalty: 906.691345
	Iteration 46Q: 3 clusters Score -1318687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1318696.250000 Penalty: 906.691345
	Iteration 47Q: 3 clusters Score -1318696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1318703.250000 Penalty: 906.691345
	Iteration 48Q: 3 clusters Score -1318703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1318708.125000 Penalty: 906.691345
	Iteration 49Q: 3 clusters Score -1318708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1318712.500000 Penalty: 906.691345
	Iteration 50Q: 3 clusters Score -1318712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -1318714.875000 Penalty: 906.691345
	Iteration 51Q: 3 clusters Score -1318715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1318720.750000 Penalty: 906.691345
	Iteration 52Q: 3 clusters Score -1318721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1318720.750000 Penalty: 906.691345
	Iteration 53Q: 3 clusters Score -1318721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1318724.625000 Penalty: 906.691345
	Iteration 54Q: 3 clusters Score -1318725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1318726.500000 Penalty: 906.691345
	Iteration 55Q: 3 clusters Score -1318726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1318726.625000 Penalty: 906.691345
	Iteration 56Q: 3 clusters Score -1318727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1318726.625000 Penalty: 906.691345
	Iteration 57F: 3 clusters Score -1318727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1314.535767 Penalty: 315.381958
	Iteration 0F: 3 clusters Score -1314.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -20977.310547 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -20977.31 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 191 members 
Entering Unmasked Estep 
Score: -20569.738281 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -20569.74 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20702.691406 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -20702.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20750.435547 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -20750.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20772.458984 Penalty: 541.033264
	Iteration 3Q: 3 clusters Score -20772.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20794.822266 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -20794.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20810.164062 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -20810.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20818.951172 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -20818.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20825.908203 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -20825.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20836.304688 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -20836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20841.316406 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -20841.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20845.496094 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -20845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20847.109375 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -20847.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20851.960938 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -20851.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20861.972656 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -20861.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20867.744141 Penalty: 541.033264
	Iteration 14Q: 3 clusters Score -20867.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20869.580078 Penalty: 541.033264
	Iteration 15Q: 3 clusters Score -20869.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20872.574219 Penalty: 541.033264
	Iteration 16Q: 3 clusters Score -20872.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20873.578125 Penalty: 541.033264
	Iteration 17Q: 3 clusters Score -20873.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20878.119141 Penalty: 541.033264
	Iteration 18Q: 3 clusters Score -20878.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20881.441406 Penalty: 541.033264
	Iteration 19Q: 3 clusters Score -20881.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20883.380859 Penalty: 541.033264
	Iteration 20F: 3 clusters Score -20883.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20887.406250 Penalty: 541.033264
	Iteration 21Q: 3 clusters Score -20887.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20888.544922 Penalty: 541.033264
	Iteration 22Q: 3 clusters Score -20888.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20890.277344 Penalty: 541.033264
	Iteration 23Q: 3 clusters Score -20890.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20890.755859 Penalty: 541.033264
	Iteration 24Q: 3 clusters Score -20890.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20890.755859 Penalty: 541.033264
	Iteration 25F: 3 clusters Score -20890.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12466.594727 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12466.59 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 129 members 
Entering Unmasked Estep 
Score: -12144.476562 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12144.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12223.943359 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12223.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12245.225586 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12245.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12261.325195 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -12261.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12269.372070 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12269.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12275.217773 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12275.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12288.467773 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -12288.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12303.328125 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -12303.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12314.062500 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -12314.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12319.488281 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -12319.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12325.179688 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -12325.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12330.838867 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -12330.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12331.594727 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -12331.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12331.594727 Penalty: 497.976624
	Iteration 13F: 3 clusters Score -12331.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8083.310547 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8083.311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7848.919922 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7848.92 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7981.770996 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7981.771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8012.160156 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -8012.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8027.314453 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -8027.314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8027.314453 Penalty: 470.514038
	Iteration 4F: 3 clusters Score -8027.314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (124616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Entering Unmasked Estep 
Score: -7423616.000000 Penalty: 533.851135
	Iteration 0F: 2 clusters Score -7423616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -7341706.000000 Penalty: 1067.702271
	Iteration 0F: 3 clusters Score -7341706 nChanged 61299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -7379362.500000 Penalty: 1067.702271
	Iteration 1F: 3 clusters Score -7379362 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -7381157.000000 Penalty: 1067.702271
	Iteration 2Q: 3 clusters Score -7381157 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -7383846.000000 Penalty: 1067.702271
	Iteration 3Q: 3 clusters Score -7383846 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -7388062.000000 Penalty: 1067.702271
	Iteration 4F: 3 clusters Score -7388062 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -7393760.000000 Penalty: 1067.702271
	Iteration 5F: 3 clusters Score -7393760 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -7400133.500000 Penalty: 1067.702271
	Iteration 6F: 3 clusters Score -7400134 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -7405269.000000 Penalty: 1067.702271
	Iteration 7F: 3 clusters Score -7405269 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -7407978.500000 Penalty: 1067.702271
	Iteration 8Q: 3 clusters Score -7407978 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -7409138.000000 Penalty: 1067.702271
	Iteration 9Q: 3 clusters Score -7409138 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -7409719.500000 Penalty: 1067.702271
	Iteration 10Q: 3 clusters Score -7409720 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -7410048.500000 Penalty: 1067.702271
	Iteration 11Q: 3 clusters Score -7410048 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -7410372.500000 Penalty: 1067.702271
	Iteration 12Q: 3 clusters Score -7410372 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -7410657.000000 Penalty: 1067.702271
	Iteration 13Q: 3 clusters Score -7410657 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -7410883.500000 Penalty: 1067.702271
	Iteration 14Q: 3 clusters Score -7410884 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -7411032.500000 Penalty: 1067.702271
	Iteration 15Q: 3 clusters Score -7411032 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -7411231.000000 Penalty: 1067.702271
	Iteration 16Q: 3 clusters Score -7411231 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -7411417.500000 Penalty: 1067.702271
	Iteration 17Q: 3 clusters Score -7411418 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -7411567.000000 Penalty: 1067.702271
	Iteration 18Q: 3 clusters Score -7411567 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -7411708.500000 Penalty: 1067.702271
	Iteration 19Q: 3 clusters Score -7411708 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -7411819.000000 Penalty: 1067.702271
	Iteration 20F: 3 clusters Score -7411819 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -7411895.500000 Penalty: 1067.702271
	Iteration 21Q: 3 clusters Score -7411896 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -7412008.500000 Penalty: 1067.702271
	Iteration 22Q: 3 clusters Score -7412008 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -7412080.500000 Penalty: 1067.702271
	Iteration 23Q: 3 clusters Score -7412080 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -7412171.000000 Penalty: 1067.702271
	Iteration 24Q: 3 clusters Score -7412171 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -7412210.000000 Penalty: 1067.702271
	Iteration 25Q: 3 clusters Score -7412210 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -7412261.000000 Penalty: 1067.702271
	Iteration 26Q: 3 clusters Score -7412261 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -7412328.500000 Penalty: 1067.702271
	Iteration 27Q: 3 clusters Score -7412328 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -7412412.500000 Penalty: 1067.702271
	Iteration 28Q: 3 clusters Score -7412412 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -7412455.000000 Penalty: 1067.702271
	Iteration 29Q: 3 clusters Score -7412455 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -7412470.500000 Penalty: 1067.702271
	Iteration 30Q: 3 clusters Score -7412470 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -7412523.000000 Penalty: 1067.702271
	Iteration 31Q: 3 clusters Score -7412523 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -7412618.000000 Penalty: 1067.702271
	Iteration 32Q: 3 clusters Score -7412618 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -7412714.500000 Penalty: 1067.702271
	Iteration 33Q: 3 clusters Score -7412714 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -7412801.000000 Penalty: 1067.702271
	Iteration 34Q: 3 clusters Score -7412801 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -7412888.500000 Penalty: 1067.702271
	Iteration 35Q: 3 clusters Score -7412888 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -7412922.500000 Penalty: 1067.702271
	Iteration 36Q: 3 clusters Score -7412922 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -7413059.500000 Penalty: 1067.702271
	Iteration 37Q: 3 clusters Score -7413060 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -7413184.000000 Penalty: 1067.702271
	Iteration 38Q: 3 clusters Score -7413184 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -7413280.000000 Penalty: 1067.702271
	Iteration 39Q: 3 clusters Score -7413280 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -7413391.500000 Penalty: 1067.702271
	Iteration 40F: 3 clusters Score -7413392 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -7413570.500000 Penalty: 1067.702271
	Iteration 41Q: 3 clusters Score -7413570 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -7413668.000000 Penalty: 1067.702271
	Iteration 42Q: 3 clusters Score -7413668 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -7413815.000000 Penalty: 1067.702271
	Iteration 43Q: 3 clusters Score -7413815 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -7413939.500000 Penalty: 1067.702271
	Iteration 44Q: 3 clusters Score -7413940 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 68955 members 
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Mstep: Class 1 contains 55979 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7414518 nChanged 224
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Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7414520 nChanged 172
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Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 65080 members 
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Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60044 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60186 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 64069 members 
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Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 63946 members 
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	Iteration 72Q: 3 clusters Score -7414604 nChanged 115
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Mstep: Class 1 contains 60783 members 
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	Iteration 73Q: 3 clusters Score -7414604 nChanged 102
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Mstep: Class 1 contains 60875 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60958 members 
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Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 63560 members 
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	Iteration 76Q: 3 clusters Score -7414598 nChanged 98
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Entering Unmasked Estep 
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Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7414631 nChanged 97
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Mstep: Class 1 contains 61353 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61459 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7414655 nChanged 119
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Mstep: Class 1 contains 61576 members 
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Mstep: Class 1 contains 61825 members 
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Mstep: Class 1 contains 61962 members 
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	Iteration 84Q: 3 clusters Score -7414696 nChanged 163
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Mstep: Class 1 contains 62123 members 
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	Iteration 86Q: 3 clusters Score -7414723 nChanged 203
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Mstep: Class 1 contains 62516 members 
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	Iteration 87Q: 3 clusters Score -7414728 nChanged 253
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Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 61847 members 
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Mstep: Class 1 contains 62998 members 
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Mstep: Class 1 contains 63224 members 
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Mstep: Class 1 contains 63452 members 
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Mstep: Class 1 contains 64008 members 
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Mstep: Class 1 contains 66068 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7414900 nChanged 449
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	Iteration 104Q: 3 clusters Score -7415054 nChanged 748
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	Iteration 107Q: 3 clusters Score -7415212 nChanged 847
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	Iteration 109Q: 3 clusters Score -7415426 nChanged 1015
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	Iteration 112Q: 3 clusters Score -7415820 nChanged 1076
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	Iteration 114Q: 3 clusters Score -7416033 nChanged 1483
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	Iteration 131Q: 3 clusters Score -7422538 nChanged 1011
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	Iteration 133Q: 3 clusters Score -7422912 nChanged 695
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Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7423247.500000 Penalty: 1067.702271
	Iteration 137Q: 3 clusters Score -7423248 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -7423257.500000 Penalty: 1067.702271
	Iteration 138Q: 3 clusters Score -7423258 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -7423281.500000 Penalty: 1067.702271
	Iteration 139Q: 3 clusters Score -7423282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121695 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7423379.500000 Penalty: 1067.702271
	Iteration 140F: 3 clusters Score -7423380 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7423457.500000 Penalty: 1067.702271
	Iteration 141Q: 3 clusters Score -7423458 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122309 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7423462.000000 Penalty: 1067.702271
	Iteration 142Q: 3 clusters Score -7423462 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122548 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7423489.500000 Penalty: 1067.702271
	Iteration 143Q: 3 clusters Score -7423490 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122743 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7423497.500000 Penalty: 1067.702271
	Iteration 144Q: 3 clusters Score -7423498 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122899 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7423501.500000 Penalty: 1067.702271
	Iteration 145Q: 3 clusters Score -7423502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123037 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7423495.500000 Penalty: 1067.702271
	Iteration 146Q: 3 clusters Score -7423496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123149 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7423488.000000 Penalty: 1067.702271
	Iteration 147Q: 3 clusters Score -7423488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123247 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7423508.000000 Penalty: 1067.702271
	Iteration 148Q: 3 clusters Score -7423508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7423517.500000 Penalty: 1067.702271
	Iteration 149Q: 3 clusters Score -7423518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7423514.500000 Penalty: 1067.702271
	Iteration 150Q: 3 clusters Score -7423514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7423500.500000 Penalty: 1067.702271
	Iteration 151Q: 3 clusters Score -7423500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7423510.500000 Penalty: 1067.702271
	Iteration 152Q: 3 clusters Score -7423510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123576 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7423500.500000 Penalty: 1067.702271
	Iteration 153Q: 3 clusters Score -7423500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123606 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7423497.000000 Penalty: 1067.702271
	Iteration 154Q: 3 clusters Score -7423497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123643 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7423508.500000 Penalty: 1067.702271
	Iteration 155Q: 3 clusters Score -7423508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123667 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7423490.000000 Penalty: 1067.702271
	Iteration 156Q: 3 clusters Score -7423490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123694 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7423485.000000 Penalty: 1067.702271
	Iteration 157Q: 3 clusters Score -7423485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7423473.000000 Penalty: 1067.702271
	Iteration 158Q: 3 clusters Score -7423473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7423465.000000 Penalty: 1067.702271
	Iteration 159Q: 3 clusters Score -7423465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7423441.500000 Penalty: 1067.702271
	Iteration 160F: 3 clusters Score -7423442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123832 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7423438.500000 Penalty: 1067.702271
	Iteration 161Q: 3 clusters Score -7423438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7423440.000000 Penalty: 1067.702271
	Iteration 162Q: 3 clusters Score -7423440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123896 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7423407.500000 Penalty: 1067.702271
	Iteration 163Q: 3 clusters Score -7423408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123926 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7423421.500000 Penalty: 1067.702271
	Iteration 164Q: 3 clusters Score -7423422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123953 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7423416.500000 Penalty: 1067.702271
	Iteration 165Q: 3 clusters Score -7423416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7423413.000000 Penalty: 1067.702271
	Iteration 166Q: 3 clusters Score -7423413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7423396.500000 Penalty: 1067.702271
	Iteration 167Q: 3 clusters Score -7423396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7423384.000000 Penalty: 1067.702271
	Iteration 168Q: 3 clusters Score -7423384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124045 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7423387.500000 Penalty: 1067.702271
	Iteration 169Q: 3 clusters Score -7423388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124063 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7423381.000000 Penalty: 1067.702271
	Iteration 170Q: 3 clusters Score -7423381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124083 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7423372.500000 Penalty: 1067.702271
	Iteration 171Q: 3 clusters Score -7423372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7423372.000000 Penalty: 1067.702271
	Iteration 172Q: 3 clusters Score -7423372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7423361.500000 Penalty: 1067.702271
	Iteration 173Q: 3 clusters Score -7423362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124128 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7423364.000000 Penalty: 1067.702271
	Iteration 174Q: 3 clusters Score -7423364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124136 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7423360.000000 Penalty: 1067.702271
	Iteration 175Q: 3 clusters Score -7423360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124145 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7423351.500000 Penalty: 1067.702271
	Iteration 176Q: 3 clusters Score -7423352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7423344.500000 Penalty: 1067.702271
	Iteration 177Q: 3 clusters Score -7423344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124153 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7423342.500000 Penalty: 1067.702271
	Iteration 178Q: 3 clusters Score -7423342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124155 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7423343.000000 Penalty: 1067.702271
	Iteration 179Q: 3 clusters Score -7423343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7423335.500000 Penalty: 1067.702271
	Iteration 180F: 3 clusters Score -7423336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7423339.500000 Penalty: 1067.702271
	Iteration 181Q: 3 clusters Score -7423340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124164 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7423336.500000 Penalty: 1067.702271
	Iteration 182Q: 3 clusters Score -7423336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124167 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7423341.500000 Penalty: 1067.702271
	Iteration 183Q: 3 clusters Score -7423342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124171 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7423333.000000 Penalty: 1067.702271
	Iteration 184Q: 3 clusters Score -7423333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124177 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7423325.500000 Penalty: 1067.702271
	Iteration 185Q: 3 clusters Score -7423326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124181 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7423331.000000 Penalty: 1067.702271
	Iteration 186Q: 3 clusters Score -7423331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124184 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7423325.500000 Penalty: 1067.702271
	Iteration 187Q: 3 clusters Score -7423326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7423332.000000 Penalty: 1067.702271
	Iteration 188Q: 3 clusters Score -7423332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7423324.000000 Penalty: 1067.702271
	Iteration 189Q: 3 clusters Score -7423324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7423326.500000 Penalty: 1067.702271
	Iteration 190Q: 3 clusters Score -7423326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124192 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7423326.000000 Penalty: 1067.702271
	Iteration 191Q: 3 clusters Score -7423326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7423324.500000 Penalty: 1067.702271
	Iteration 192Q: 3 clusters Score -7423324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7423324.500000 Penalty: 1067.702271
	Iteration 193F: 3 clusters Score -7423324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9128.640625 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9128.641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8875.739258 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -8875.739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8921.751953 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -8921.752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8939.971680 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -8939.972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8945.512695 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -8945.513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8949.407227 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -8949.407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8951.278320 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -8951.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8951.278320 Penalty: 467.891388
	Iteration 6F: 3 clusters Score -8951.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -39836.304688 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -39836.3 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 311 members 
Entering Unmasked Estep 
Score: -39246.507812 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -39246.51 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39388.007812 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -39388.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39422.613281 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -39422.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39451.156250 Penalty: 589.823486
	Iteration 3F: 3 clusters Score -39451.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39478.492188 Penalty: 589.823486
	Iteration 4Q: 3 clusters Score -39478.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39495.542969 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -39495.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39511.230469 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -39511.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39524.382812 Penalty: 589.823486
	Iteration 7Q: 3 clusters Score -39524.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39533.781250 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -39533.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39547.519531 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -39547.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39556.925781 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -39556.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39568.792969 Penalty: 589.823486
	Iteration 11Q: 3 clusters Score -39568.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39578.203125 Penalty: 589.823486
	Iteration 12Q: 3 clusters Score -39578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39583.562500 Penalty: 589.823486
	Iteration 13Q: 3 clusters Score -39583.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39586.917969 Penalty: 589.823486
	Iteration 14Q: 3 clusters Score -39586.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39592.019531 Penalty: 589.823486
	Iteration 15Q: 3 clusters Score -39592.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39597.429688 Penalty: 589.823486
	Iteration 16Q: 3 clusters Score -39597.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39602.312500 Penalty: 589.823486
	Iteration 17Q: 3 clusters Score -39602.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39612.617188 Penalty: 589.823486
	Iteration 18Q: 3 clusters Score -39612.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39624.398438 Penalty: 589.823486
	Iteration 19Q: 3 clusters Score -39624.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39631.230469 Penalty: 589.823486
	Iteration 20F: 3 clusters Score -39631.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39637.042969 Penalty: 589.823486
	Iteration 21Q: 3 clusters Score -39637.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39639.386719 Penalty: 589.823486
	Iteration 22Q: 3 clusters Score -39639.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39640.753906 Penalty: 589.823486
	Iteration 23Q: 3 clusters Score -39640.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39641.246094 Penalty: 589.823486
	Iteration 24Q: 3 clusters Score -39641.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39641.867188 Penalty: 589.823486
	Iteration 25Q: 3 clusters Score -39641.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39641.867188 Penalty: 589.823486
	Iteration 26F: 3 clusters Score -39641.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 27697 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15473 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170729 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21240 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124616 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056476.000000 Penalty: 17048.580078
Iteration 359Q: 30 clusters Score -2.305648e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6692 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 27716 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15470 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170724 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21252 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124622 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056504.000000 Penalty: 17048.580078
Iteration 360F: 30 clusters Score -2.30565e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27741 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15469 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170720 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21277 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124611 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056466.000000 Penalty: 17048.580078
Iteration 361Q: 30 clusters Score -2.305647e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27759 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15470 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170712 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21292 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124607 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056496.000000 Penalty: 17048.580078
Iteration 362Q: 30 clusters Score -2.30565e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9782 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 4152 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6687 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27774 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15471 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170683 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21308 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124616 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056528.000000 Penalty: 17048.580078
Iteration 363Q: 30 clusters Score -2.305653e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6686 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27792 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15472 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170674 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21330 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124612 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056518.000000 Penalty: 17048.580078
Iteration 364Q: 30 clusters Score -2.305652e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5497 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6684 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27802 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15473 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170686 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21339 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124605 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056532.000000 Penalty: 17048.580078
Iteration 365Q: 30 clusters Score -2.305653e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6684 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27806 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15475 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170683 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21360 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124589 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056572.000000 Penalty: 17048.580078
Iteration 366Q: 30 clusters Score -2.305657e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6681 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27808 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15473 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170690 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21371 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124577 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056592.000000 Penalty: 17048.580078
Iteration 367Q: 30 clusters Score -2.305659e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5488 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6681 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27809 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15463 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170714 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21389 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124567 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056636.000000 Penalty: 17048.580078
Iteration 368Q: 30 clusters Score -2.305664e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9716 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5476 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6681 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27809 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15457 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170730 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21396 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124574 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056648.000000 Penalty: 17048.580078
Iteration 369Q: 30 clusters Score -2.305665e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 27807 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170741 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21400 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124585 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056670.000000 Penalty: 17048.580078
Iteration 370Q: 30 clusters Score -2.305667e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5457 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 27813 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15443 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170747 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21406 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124599 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056644.000000 Penalty: 17048.580078
Iteration 371Q: 30 clusters Score -2.305664e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 27815 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15435 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170761 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21416 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124602 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056666.000000 Penalty: 17048.580078
Iteration 372Q: 30 clusters Score -2.305667e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 27817 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15433 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170772 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21430 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124590 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056706.000000 Penalty: 17048.580078
Iteration 373Q: 30 clusters Score -2.305671e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 27818 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15428 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170796 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21442 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124575 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056702.000000 Penalty: 17048.580078
Iteration 374Q: 30 clusters Score -2.30567e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9669 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27823 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15423 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170822 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21449 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124564 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056708.000000 Penalty: 17048.580078
Iteration 375Q: 30 clusters Score -2.305671e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9663 members 
Mstep: Class 3 contains 2993 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27829 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170842 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21457 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124568 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056764.000000 Penalty: 17048.580078
Iteration 376Q: 30 clusters Score -2.305676e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9657 members 
Mstep: Class 3 contains 2989 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27827 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170868 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21469 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124565 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056760.000000 Penalty: 17048.580078
Iteration 377Q: 30 clusters Score -2.305676e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9656 members 
Mstep: Class 3 contains 2983 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5383 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27835 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170883 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21480 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124551 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056748.000000 Penalty: 17048.580078
Iteration 378Q: 30 clusters Score -2.305675e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9646 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27839 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15409 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170901 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21502 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124531 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056784.000000 Penalty: 17048.580078
Iteration 379Q: 30 clusters Score -2.305678e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9639 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5376 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27849 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170916 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21520 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124504 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056780.000000 Penalty: 17048.580078
Iteration 380F: 30 clusters Score -2.305678e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9631 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5385 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27854 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170943 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124466 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056814.000000 Penalty: 17048.580078
Iteration 381Q: 30 clusters Score -2.305681e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9626 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27853 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170971 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124438 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056802.000000 Penalty: 17048.580078
Iteration 382Q: 30 clusters Score -2.30568e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9620 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5392 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6667 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27850 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171003 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21545 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124413 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056792.000000 Penalty: 17048.580078
Iteration 383Q: 30 clusters Score -2.305679e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9625 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5383 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27855 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171022 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124397 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056828.000000 Penalty: 17048.580078
Iteration 384Q: 30 clusters Score -2.305683e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9627 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5373 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6665 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27866 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171028 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21564 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124393 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056798.000000 Penalty: 17048.580078
Iteration 385Q: 30 clusters Score -2.30568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27884 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171037 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21574 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124388 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056772.000000 Penalty: 17048.580078
Iteration 386Q: 30 clusters Score -2.305677e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 27896 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171058 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21583 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124378 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056768.000000 Penalty: 17048.580078
Iteration 387Q: 30 clusters Score -2.305677e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9641 members 
Mstep: Class 3 contains 2896 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 1708 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15409 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171058 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21596 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124370 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056768.000000 Penalty: 17048.580078
Iteration 388Q: 30 clusters Score -2.305677e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9642 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 5337 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27930 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171052 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21603 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124369 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056778.000000 Penalty: 17048.580078
Iteration 389Q: 30 clusters Score -2.305678e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 5331 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27949 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171048 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21612 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124359 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056776.000000 Penalty: 17048.580078
Iteration 390Q: 30 clusters Score -2.305678e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 2879 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6662 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27964 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171029 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21629 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124362 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056718.000000 Penalty: 17048.580078
Iteration 391Q: 30 clusters Score -2.305672e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 4 contains 4109 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27978 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171016 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21639 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124367 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056732.000000 Penalty: 17048.580078
Iteration 392Q: 30 clusters Score -2.305673e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27998 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171001 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21659 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124363 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056766.000000 Penalty: 17048.580078
Iteration 393Q: 30 clusters Score -2.305677e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 5324 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 28009 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170981 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21672 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056768.000000 Penalty: 17048.580078
Iteration 394Q: 30 clusters Score -2.305677e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 5323 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 28013 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170968 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21684 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124360 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056786.000000 Penalty: 17048.580078
Iteration 395Q: 30 clusters Score -2.305679e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9634 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5327 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 28010 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170963 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21698 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124357 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056794.000000 Penalty: 17048.580078
Iteration 396Q: 30 clusters Score -2.305679e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9629 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 4124 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5328 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 28005 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170953 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21712 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056774.000000 Penalty: 17048.580078
Iteration 397Q: 30 clusters Score -2.305677e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9625 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 5335 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6682 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27998 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170954 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21727 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124361 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056774.000000 Penalty: 17048.580078
Iteration 398Q: 30 clusters Score -2.305677e+07 nChanged 94
Entering ConstructFrom: 
Score: -23056774.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -84602.101562 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84602.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -84948.789062 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84948.79 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -85031.312500 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85031.31 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -85099.007812 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85099.01 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -85153.687500 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -85153.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -85188.757812 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85188.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -85235.023438 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85235.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -85292.703125 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85292.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -85349.195312 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85349.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -85383.078125 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85383.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -85403.093750 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85403.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -85416.226562 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85416.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -85422.835938 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85422.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -85426.390625 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85426.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -85429.234375 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85429.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -85432.125000 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85432.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -85435.382812 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85435.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -85437.929688 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85437.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -85438.601562 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -85440.750000 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85440.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -85443.085938 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85443.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -85443.750000 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85443.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -85444.343750 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85444.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -85444.742188 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85444.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -85445.054688 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85445.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -85445.078125 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85445.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -85445.078125 Penalty: 666.708374
	Iteration 26F: 3 clusters Score -85445.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -555565.000000 Penalty: 417.326691
	Iteration 0F: 2 clusters Score -555565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -549182.375000 Penalty: 834.653381
	Iteration 0F: 3 clusters Score -549182.4 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -551756.125000 Penalty: 834.653381
	Iteration 1F: 3 clusters Score -551756.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -552043.750000 Penalty: 834.653381
	Iteration 2F: 3 clusters Score -552043.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -552469.375000 Penalty: 834.653381
	Iteration 3F: 3 clusters Score -552469.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -553034.187500 Penalty: 834.653381
	Iteration 4F: 3 clusters Score -553034.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -553546.937500 Penalty: 834.653381
	Iteration 5F: 3 clusters Score -553546.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -553840.437500 Penalty: 834.653381
	Iteration 6F: 3 clusters Score -553840.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -553956.500000 Penalty: 834.653381
	Iteration 7Q: 3 clusters Score -553956.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -553997.187500 Penalty: 834.653381
	Iteration 8Q: 3 clusters Score -553997.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -554018.875000 Penalty: 834.653381
	Iteration 9Q: 3 clusters Score -554018.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -554036.500000 Penalty: 834.653381
	Iteration 10Q: 3 clusters Score -554036.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -554046.875000 Penalty: 834.653381
	Iteration 11Q: 3 clusters Score -554046.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -554054.687500 Penalty: 834.653381
	Iteration 12Q: 3 clusters Score -554054.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -554063.000000 Penalty: 834.653381
	Iteration 13Q: 3 clusters Score -554063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -554070.187500 Penalty: 834.653381
	Iteration 14Q: 3 clusters Score -554070.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -554079.812500 Penalty: 834.653381
	Iteration 15Q: 3 clusters Score -554079.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -554084.687500 Penalty: 834.653381
	Iteration 16Q: 3 clusters Score -554084.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -554092.000000 Penalty: 834.653381
	Iteration 17Q: 3 clusters Score -554092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -554094.187500 Penalty: 834.653381
	Iteration 18Q: 3 clusters Score -554094.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -554097.875000 Penalty: 834.653381
	Iteration 19Q: 3 clusters Score -554097.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -554102.687500 Penalty: 834.653381
	Iteration 20F: 3 clusters Score -554102.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -554108.500000 Penalty: 834.653381
	Iteration 21Q: 3 clusters Score -554108.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -554115.187500 Penalty: 834.653381
	Iteration 22Q: 3 clusters Score -554115.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -554119.562500 Penalty: 834.653381
	Iteration 23Q: 3 clusters Score -554119.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -554126.250000 Penalty: 834.653381
	Iteration 24Q: 3 clusters Score -554126.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -554134.000000 Penalty: 834.653381
	Iteration 25Q: 3 clusters Score -554134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -554141.312500 Penalty: 834.653381
	Iteration 26Q: 3 clusters Score -554141.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -554150.312500 Penalty: 834.653381
	Iteration 27Q: 3 clusters Score -554150.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -554158.500000 Penalty: 834.653381
	Iteration 28Q: 3 clusters Score -554158.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -554166.937500 Penalty: 834.653381
	Iteration 29Q: 3 clusters Score -554166.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -554181.250000 Penalty: 834.653381
	Iteration 30Q: 3 clusters Score -554181.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -554196.187500 Penalty: 834.653381
	Iteration 31Q: 3 clusters Score -554196.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -554213.437500 Penalty: 834.653381
	Iteration 32Q: 3 clusters Score -554213.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -554235.937500 Penalty: 834.653381
	Iteration 33Q: 3 clusters Score -554235.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -554261.937500 Penalty: 834.653381
	Iteration 34Q: 3 clusters Score -554261.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -554285.750000 Penalty: 834.653381
	Iteration 35Q: 3 clusters Score -554285.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -554310.312500 Penalty: 834.653381
	Iteration 36Q: 3 clusters Score -554310.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -554337.125000 Penalty: 834.653381
	Iteration 37Q: 3 clusters Score -554337.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -554360.562500 Penalty: 834.653381
	Iteration 38Q: 3 clusters Score -554360.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -554387.750000 Penalty: 834.653381
	Iteration 39Q: 3 clusters Score -554387.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -554426.750000 Penalty: 834.653381
	Iteration 40F: 3 clusters Score -554426.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -554457.187500 Penalty: 834.653381
	Iteration 41Q: 3 clusters Score -554457.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -554495.750000 Penalty: 834.653381
	Iteration 42Q: 3 clusters Score -554495.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -554541.312500 Penalty: 834.653381
	Iteration 43Q: 3 clusters Score -554541.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -554591.187500 Penalty: 834.653381
	Iteration 44Q: 3 clusters Score -554591.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -554645.687500 Penalty: 834.653381
	Iteration 45Q: 3 clusters Score -554645.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -554692.937500 Penalty: 834.653381
	Iteration 46Q: 3 clusters Score -554692.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -554741.875000 Penalty: 834.653381
	Iteration 47Q: 3 clusters Score -554741.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -554805.187500 Penalty: 834.653381
	Iteration 48Q: 3 clusters Score -554805.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -554859.250000 Penalty: 834.653381
	Iteration 49Q: 3 clusters Score -554859.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -554899.500000 Penalty: 834.653381
	Iteration 50Q: 3 clusters Score -554899.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -554934.875000 Penalty: 834.653381
	Iteration 51Q: 3 clusters Score -554934.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -554963.750000 Penalty: 834.653381
	Iteration 52Q: 3 clusters Score -554963.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -554992.625000 Penalty: 834.653381
	Iteration 53Q: 3 clusters Score -554992.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -555022.312500 Penalty: 834.653381
	Iteration 54Q: 3 clusters Score -555022.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -555053.062500 Penalty: 834.653381
	Iteration 55Q: 3 clusters Score -555053.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -555082.562500 Penalty: 834.653381
	Iteration 56Q: 3 clusters Score -555082.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -555115.750000 Penalty: 834.653381
	Iteration 57Q: 3 clusters Score -555115.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -555138.125000 Penalty: 834.653381
	Iteration 58Q: 3 clusters Score -555138.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -555160.000000 Penalty: 834.653381
	Iteration 59Q: 3 clusters Score -555160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -555181.750000 Penalty: 834.653381
	Iteration 60F: 3 clusters Score -555181.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -555199.625000 Penalty: 834.653381
	Iteration 61Q: 3 clusters Score -555199.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -555211.687500 Penalty: 834.653381
	Iteration 62Q: 3 clusters Score -555211.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -555218.812500 Penalty: 834.653381
	Iteration 63Q: 3 clusters Score -555218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -555224.750000 Penalty: 834.653381
	Iteration 64Q: 3 clusters Score -555224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -555227.562500 Penalty: 834.653381
	Iteration 65Q: 3 clusters Score -555227.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -555228.250000 Penalty: 834.653381
	Iteration 66Q: 3 clusters Score -555228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -555229.437500 Penalty: 834.653381
	Iteration 67Q: 3 clusters Score -555229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -555231.500000 Penalty: 834.653381
	Iteration 68Q: 3 clusters Score -555231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -555234.000000 Penalty: 834.653381
	Iteration 69Q: 3 clusters Score -555234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -555236.750000 Penalty: 834.653381
	Iteration 70Q: 3 clusters Score -555236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -555237.625000 Penalty: 834.653381
	Iteration 71Q: 3 clusters Score -555237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -555238.250000 Penalty: 834.653381
	Iteration 72Q: 3 clusters Score -555238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -555239.687500 Penalty: 834.653381
	Iteration 73Q: 3 clusters Score -555239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -555240.500000 Penalty: 834.653381
	Iteration 74Q: 3 clusters Score -555240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -555240.437500 Penalty: 834.653381
	Iteration 75Q: 3 clusters Score -555240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -555241.500000 Penalty: 834.653381
	Iteration 76Q: 3 clusters Score -555241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -555241.375000 Penalty: 834.653381
	Iteration 77Q: 3 clusters Score -555241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -555241.437500 Penalty: 834.653381
	Iteration 78Q: 3 clusters Score -555241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -555241.875000 Penalty: 834.653381
	Iteration 79Q: 3 clusters Score -555241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -555242.062500 Penalty: 834.653381
	Iteration 80F: 3 clusters Score -555242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -555242.687500 Penalty: 834.653381
	Iteration 81Q: 3 clusters Score -555242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -555242.687500 Penalty: 834.653381
	Iteration 82F: 3 clusters Score -555242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -165420.062500 Penalty: 361.923950
	Iteration 0F: 2 clusters Score -165420.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -163401.406250 Penalty: 723.847900
	Iteration 0F: 3 clusters Score -163401.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -164134.593750 Penalty: 723.847900
	Iteration 1F: 3 clusters Score -164134.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -164185.171875 Penalty: 723.847900
	Iteration 2F: 3 clusters Score -164185.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -164219.453125 Penalty: 723.847900
	Iteration 3Q: 3 clusters Score -164219.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -164246.703125 Penalty: 723.847900
	Iteration 4Q: 3 clusters Score -164246.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -164265.031250 Penalty: 723.847900
	Iteration 5Q: 3 clusters Score -164265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -164284.687500 Penalty: 723.847900
	Iteration 6Q: 3 clusters Score -164284.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -164300.015625 Penalty: 723.847900
	Iteration 7Q: 3 clusters Score -164300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -164314.156250 Penalty: 723.847900
	Iteration 8Q: 3 clusters Score -164314.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -164333.156250 Penalty: 723.847900
	Iteration 9Q: 3 clusters Score -164333.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -164353.500000 Penalty: 723.847900
	Iteration 10Q: 3 clusters Score -164353.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -164381.218750 Penalty: 723.847900
	Iteration 11Q: 3 clusters Score -164381.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -164423.421875 Penalty: 723.847900
	Iteration 12Q: 3 clusters Score -164423.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -164476.156250 Penalty: 723.847900
	Iteration 13Q: 3 clusters Score -164476.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164549.718750 Penalty: 723.847900
	Iteration 14Q: 3 clusters Score -164549.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -164643.656250 Penalty: 723.847900
	Iteration 15Q: 3 clusters Score -164643.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164762.531250 Penalty: 723.847900
	Iteration 16Q: 3 clusters Score -164762.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -164871.765625 Penalty: 723.847900
	Iteration 17Q: 3 clusters Score -164871.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -164933.921875 Penalty: 723.847900
	Iteration 18Q: 3 clusters Score -164933.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -164971.906250 Penalty: 723.847900
	Iteration 19Q: 3 clusters Score -164971.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -165003.203125 Penalty: 723.847900
	Iteration 20F: 3 clusters Score -165003.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -165028.062500 Penalty: 723.847900
	Iteration 21Q: 3 clusters Score -165028.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -165039.796875 Penalty: 723.847900
	Iteration 22Q: 3 clusters Score -165039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -165049.078125 Penalty: 723.847900
	Iteration 23Q: 3 clusters Score -165049.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -165058.484375 Penalty: 723.847900
	Iteration 24Q: 3 clusters Score -165058.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -165068.578125 Penalty: 723.847900
	Iteration 25Q: 3 clusters Score -165068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -165076.843750 Penalty: 723.847900
	Iteration 26Q: 3 clusters Score -165076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -165085.062500 Penalty: 723.847900
	Iteration 27Q: 3 clusters Score -165085.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -165091.421875 Penalty: 723.847900
	Iteration 28Q: 3 clusters Score -165091.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -165095.843750 Penalty: 723.847900
	Iteration 29Q: 3 clusters Score -165095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -165099.343750 Penalty: 723.847900
	Iteration 30Q: 3 clusters Score -165099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -165100.609375 Penalty: 723.847900
	Iteration 31Q: 3 clusters Score -165100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -165101.968750 Penalty: 723.847900
	Iteration 32Q: 3 clusters Score -165102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -165102.406250 Penalty: 723.847900
	Iteration 33Q: 3 clusters Score -165102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -165102.921875 Penalty: 723.847900
	Iteration 34Q: 3 clusters Score -165102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -165103.265625 Penalty: 723.847900
	Iteration 35Q: 3 clusters Score -165103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -165103.984375 Penalty: 723.847900
	Iteration 36Q: 3 clusters Score -165104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -165105.312500 Penalty: 723.847900
	Iteration 37Q: 3 clusters Score -165105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -165106.500000 Penalty: 723.847900
	Iteration 38Q: 3 clusters Score -165106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -165108.109375 Penalty: 723.847900
	Iteration 39Q: 3 clusters Score -165108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -165109.125000 Penalty: 723.847900
	Iteration 40F: 3 clusters Score -165109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -165109.984375 Penalty: 723.847900
	Iteration 41Q: 3 clusters Score -165110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -165110.718750 Penalty: 723.847900
	Iteration 42Q: 3 clusters Score -165110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -165111.312500 Penalty: 723.847900
	Iteration 43Q: 3 clusters Score -165111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -165111.859375 Penalty: 723.847900
	Iteration 44Q: 3 clusters Score -165111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -165111.765625 Penalty: 723.847900
	Iteration 45Q: 3 clusters Score -165111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -165112.703125 Penalty: 723.847900
	Iteration 46Q: 3 clusters Score -165112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -165113.359375 Penalty: 723.847900
	Iteration 47Q: 3 clusters Score -165113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -165113.453125 Penalty: 723.847900
	Iteration 48Q: 3 clusters Score -165113.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -165113.453125 Penalty: 723.847900
	Iteration 49F: 3 clusters Score -165113.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -234499.281250 Penalty: 378.801422
	Iteration 0F: 2 clusters Score -234499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -231687.953125 Penalty: 757.602844
	Iteration 0F: 3 clusters Score -231688 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -232802.968750 Penalty: 757.602844
	Iteration 1F: 3 clusters Score -232803 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -232979.203125 Penalty: 757.602844
	Iteration 2F: 3 clusters Score -232979.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -233169.875000 Penalty: 757.602844
	Iteration 3F: 3 clusters Score -233169.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -233413.656250 Penalty: 757.602844
	Iteration 4F: 3 clusters Score -233413.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -233635.078125 Penalty: 757.602844
	Iteration 5F: 3 clusters Score -233635.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -233777.312500 Penalty: 757.602844
	Iteration 6Q: 3 clusters Score -233777.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -233876.296875 Penalty: 757.602844
	Iteration 7Q: 3 clusters Score -233876.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -233940.625000 Penalty: 757.602844
	Iteration 8Q: 3 clusters Score -233940.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -233995.984375 Penalty: 757.602844
	Iteration 9Q: 3 clusters Score -233996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -234039.687500 Penalty: 757.602844
	Iteration 10Q: 3 clusters Score -234039.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -234065.031250 Penalty: 757.602844
	Iteration 11Q: 3 clusters Score -234065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -234081.546875 Penalty: 757.602844
	Iteration 12Q: 3 clusters Score -234081.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -234096.625000 Penalty: 757.602844
	Iteration 13Q: 3 clusters Score -234096.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -234106.484375 Penalty: 757.602844
	Iteration 14Q: 3 clusters Score -234106.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -234111.281250 Penalty: 757.602844
	Iteration 15Q: 3 clusters Score -234111.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -234115.765625 Penalty: 757.602844
	Iteration 16Q: 3 clusters Score -234115.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -234119.812500 Penalty: 757.602844
	Iteration 17Q: 3 clusters Score -234119.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -234126.562500 Penalty: 757.602844
	Iteration 18Q: 3 clusters Score -234126.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -234134.234375 Penalty: 757.602844
	Iteration 19Q: 3 clusters Score -234134.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -234140.468750 Penalty: 757.602844
	Iteration 20F: 3 clusters Score -234140.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -234146.437500 Penalty: 757.602844
	Iteration 21Q: 3 clusters Score -234146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -234152.031250 Penalty: 757.602844
	Iteration 22Q: 3 clusters Score -234152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -234161.859375 Penalty: 757.602844
	Iteration 23Q: 3 clusters Score -234161.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -234171.187500 Penalty: 757.602844
	Iteration 24Q: 3 clusters Score -234171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -234176.890625 Penalty: 757.602844
	Iteration 25Q: 3 clusters Score -234176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -234181.750000 Penalty: 757.602844
	Iteration 26Q: 3 clusters Score -234181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -234185.687500 Penalty: 757.602844
	Iteration 27Q: 3 clusters Score -234185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -234187.296875 Penalty: 757.602844
	Iteration 28Q: 3 clusters Score -234187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -234188.906250 Penalty: 757.602844
	Iteration 29Q: 3 clusters Score -234188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -234190.640625 Penalty: 757.602844
	Iteration 30Q: 3 clusters Score -234190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -234191.203125 Penalty: 757.602844
	Iteration 31Q: 3 clusters Score -234191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -234192.656250 Penalty: 757.602844
	Iteration 32Q: 3 clusters Score -234192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -234194.093750 Penalty: 757.602844
	Iteration 33Q: 3 clusters Score -234194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -234195.687500 Penalty: 757.602844
	Iteration 34Q: 3 clusters Score -234195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -234197.218750 Penalty: 757.602844
	Iteration 35Q: 3 clusters Score -234197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -234199.000000 Penalty: 757.602844
	Iteration 36Q: 3 clusters Score -234199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -234200.093750 Penalty: 757.602844
	Iteration 37Q: 3 clusters Score -234200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -234201.265625 Penalty: 757.602844
	Iteration 38Q: 3 clusters Score -234201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -234201.375000 Penalty: 757.602844
	Iteration 39Q: 3 clusters Score -234201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -234201.625000 Penalty: 757.602844
	Iteration 40F: 3 clusters Score -234201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -234201.468750 Penalty: 757.602844
	Iteration 41Q: 3 clusters Score -234201.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -234201.468750 Penalty: 757.602844
	Iteration 42F: 3 clusters Score -234201.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -87363.539062 Penalty: 338.204926
	Iteration 0F: 2 clusters Score -87363.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -86111.078125 Penalty: 676.409851
	Iteration 0F: 3 clusters Score -86111.08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -86618.015625 Penalty: 676.409851
	Iteration 1F: 3 clusters Score -86618.02 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -86783.804688 Penalty: 676.409851
	Iteration 2F: 3 clusters Score -86783.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -86931.460938 Penalty: 676.409851
	Iteration 3F: 3 clusters Score -86931.46 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -87055.937500 Penalty: 676.409851
	Iteration 4F: 3 clusters Score -87055.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87127.625000 Penalty: 676.409851
	Iteration 5F: 3 clusters Score -87127.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87178.140625 Penalty: 676.409851
	Iteration 6Q: 3 clusters Score -87178.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87213.929688 Penalty: 676.409851
	Iteration 7Q: 3 clusters Score -87213.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87246.343750 Penalty: 676.409851
	Iteration 8Q: 3 clusters Score -87246.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87275.171875 Penalty: 676.409851
	Iteration 9Q: 3 clusters Score -87275.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87301.632812 Penalty: 676.409851
	Iteration 10Q: 3 clusters Score -87301.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87314.804688 Penalty: 676.409851
	Iteration 11Q: 3 clusters Score -87314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87318.117188 Penalty: 676.409851
	Iteration 12Q: 3 clusters Score -87318.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87319.046875 Penalty: 676.409851
	Iteration 13Q: 3 clusters Score -87319.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87319.656250 Penalty: 676.409851
	Iteration 14Q: 3 clusters Score -87319.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87319.898438 Penalty: 676.409851
	Iteration 15Q: 3 clusters Score -87319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87319.898438 Penalty: 676.409851
	Iteration 16F: 3 clusters Score -87319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -310165.812500 Penalty: 390.483032
	Iteration 0F: 2 clusters Score -310165.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -306511.218750 Penalty: 780.966064
	Iteration 0F: 3 clusters Score -306511.2 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -307891.968750 Penalty: 780.966064
	Iteration 1F: 3 clusters Score -307892 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -308039.781250 Penalty: 780.966064
	Iteration 2F: 3 clusters Score -308039.8 nChanged 308
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: -308220.718750 Penalty: 780.966064
	Iteration 3F: 3 clusters Score -308220.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -308456.281250 Penalty: 780.966064
	Iteration 4F: 3 clusters Score -308456.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -308705.968750 Penalty: 780.966064
	Iteration 5F: 3 clusters Score -308706 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -309015.875000 Penalty: 780.966064
	Iteration 6F: 3 clusters Score -309015.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -309303.593750 Penalty: 780.966064
	Iteration 7F: 3 clusters Score -309303.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -309520.875000 Penalty: 780.966064
	Iteration 8Q: 3 clusters Score -309520.9 nChanged 202
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: -309694.437500 Penalty: 780.966064
	Iteration 9Q: 3 clusters Score -309694.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -309783.312500 Penalty: 780.966064
	Iteration 10Q: 3 clusters Score -309783.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -309817.156250 Penalty: 780.966064
	Iteration 11Q: 3 clusters Score -309817.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -309837.250000 Penalty: 780.966064
	Iteration 12Q: 3 clusters Score -309837.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -309853.562500 Penalty: 780.966064
	Iteration 13Q: 3 clusters Score -309853.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -309862.375000 Penalty: 780.966064
	Iteration 14Q: 3 clusters Score -309862.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -309870.437500 Penalty: 780.966064
	Iteration 15Q: 3 clusters Score -309870.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -309878.343750 Penalty: 780.966064
	Iteration 16Q: 3 clusters Score -309878.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -309884.093750 Penalty: 780.966064
	Iteration 17Q: 3 clusters Score -309884.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -309889.593750 Penalty: 780.966064
	Iteration 18Q: 3 clusters Score -309889.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -309896.531250 Penalty: 780.966064
	Iteration 19Q: 3 clusters Score -309896.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -309906.187500 Penalty: 780.966064
	Iteration 20F: 3 clusters Score -309906.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -309915.281250 Penalty: 780.966064
	Iteration 21Q: 3 clusters Score -309915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -309918.312500 Penalty: 780.966064
	Iteration 22Q: 3 clusters Score -309918.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -309922.156250 Penalty: 780.966064
	Iteration 23Q: 3 clusters Score -309922.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -309925.062500 Penalty: 780.966064
	Iteration 24Q: 3 clusters Score -309925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -309926.593750 Penalty: 780.966064
	Iteration 25Q: 3 clusters Score -309926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -309928.875000 Penalty: 780.966064
	Iteration 26Q: 3 clusters Score -309928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -309928.937500 Penalty: 780.966064
	Iteration 27Q: 3 clusters Score -309928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -309931.031250 Penalty: 780.966064
	Iteration 28Q: 3 clusters Score -309931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -309931.375000 Penalty: 780.966064
	Iteration 29Q: 3 clusters Score -309931.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -309932.281250 Penalty: 780.966064
	Iteration 30Q: 3 clusters Score -309932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -309933.750000 Penalty: 780.966064
	Iteration 31Q: 3 clusters Score -309933.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -309935.406250 Penalty: 780.966064
	Iteration 32Q: 3 clusters Score -309935.4 nChanged 8
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: -309936.218750 Penalty: 780.966064
	Iteration 33Q: 3 clusters Score -309936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -309936.968750 Penalty: 780.966064
	Iteration 34Q: 3 clusters Score -309937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -309938.625000 Penalty: 780.966064
	Iteration 35Q: 3 clusters Score -309938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -309939.750000 Penalty: 780.966064
	Iteration 36Q: 3 clusters Score -309939.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -309942.187500 Penalty: 780.966064
	Iteration 37Q: 3 clusters Score -309942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -309942.656250 Penalty: 780.966064
	Iteration 38Q: 3 clusters Score -309942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -309942.656250 Penalty: 780.966064
	Iteration 39Q: 3 clusters Score -309942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -309943.593750 Penalty: 780.966064
	Iteration 40F: 3 clusters Score -309943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -309943.562500 Penalty: 780.966064
	Iteration 41Q: 3 clusters Score -309943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -309945.000000 Penalty: 780.966064
	Iteration 42Q: 3 clusters Score -309945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -309945.000000 Penalty: 780.966064
	Iteration 43Q: 3 clusters Score -309945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -309946.281250 Penalty: 780.966064
	Iteration 44Q: 3 clusters Score -309946.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -309947.531250 Penalty: 780.966064
	Iteration 45Q: 3 clusters Score -309947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309948.531250 Penalty: 780.966064
	Iteration 46Q: 3 clusters Score -309948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -309949.906250 Penalty: 780.966064
	Iteration 47Q: 3 clusters Score -309949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -309949.906250 Penalty: 780.966064
	Iteration 48Q: 3 clusters Score -309949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -309950.218750 Penalty: 780.966064
	Iteration 49Q: 3 clusters Score -309950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -309949.843750 Penalty: 780.966064
	Iteration 50Q: 3 clusters Score -309949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -309950.125000 Penalty: 780.966064
	Iteration 51Q: 3 clusters Score -309950.1 nChanged 1
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: -309951.000000 Penalty: 780.966064
	Iteration 52Q: 3 clusters Score -309951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -309950.468750 Penalty: 780.966064
	Iteration 53Q: 3 clusters Score -309950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -309950.375000 Penalty: 780.966064
	Iteration 54Q: 3 clusters Score -309950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -309950.218750 Penalty: 780.966064
	Iteration 55Q: 3 clusters Score -309950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -309950.218750 Penalty: 780.966064
	Iteration 56F: 3 clusters Score -309950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -169275.750000 Penalty: 367.212006
	Iteration 0F: 2 clusters Score -169275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -167082.750000 Penalty: 734.424011
	Iteration 0F: 3 clusters Score -167082.8 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -167843.625000 Penalty: 734.424011
	Iteration 1F: 3 clusters Score -167843.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -168046.375000 Penalty: 734.424011
	Iteration 2F: 3 clusters Score -168046.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -168274.062500 Penalty: 734.424011
	Iteration 3F: 3 clusters Score -168274.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -168520.609375 Penalty: 734.424011
	Iteration 4F: 3 clusters Score -168520.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -168725.515625 Penalty: 734.424011
	Iteration 5F: 3 clusters Score -168725.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -168840.109375 Penalty: 734.424011
	Iteration 6F: 3 clusters Score -168840.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -168899.031250 Penalty: 734.424011
	Iteration 7Q: 3 clusters Score -168899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -168925.281250 Penalty: 734.424011
	Iteration 8Q: 3 clusters Score -168925.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -168943.375000 Penalty: 734.424011
	Iteration 9Q: 3 clusters Score -168943.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -168954.828125 Penalty: 734.424011
	Iteration 10Q: 3 clusters Score -168954.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -168961.437500 Penalty: 734.424011
	Iteration 11Q: 3 clusters Score -168961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -168967.468750 Penalty: 734.424011
	Iteration 12Q: 3 clusters Score -168967.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -168973.187500 Penalty: 734.424011
	Iteration 13Q: 3 clusters Score -168973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -168978.859375 Penalty: 734.424011
	Iteration 14Q: 3 clusters Score -168978.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -168983.296875 Penalty: 734.424011
	Iteration 15Q: 3 clusters Score -168983.3 nChanged 13
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: -168986.000000 Penalty: 734.424011
	Iteration 16Q: 3 clusters Score -168986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -168988.578125 Penalty: 734.424011
	Iteration 17Q: 3 clusters Score -168988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -168990.562500 Penalty: 734.424011
	Iteration 18Q: 3 clusters Score -168990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -168993.828125 Penalty: 734.424011
	Iteration 19Q: 3 clusters Score -168993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -168995.421875 Penalty: 734.424011
	Iteration 20F: 3 clusters Score -168995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -168998.218750 Penalty: 734.424011
	Iteration 21Q: 3 clusters Score -168998.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -169001.343750 Penalty: 734.424011
	Iteration 22Q: 3 clusters Score -169001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -169003.718750 Penalty: 734.424011
	Iteration 23Q: 3 clusters Score -169003.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -169007.156250 Penalty: 734.424011
	Iteration 24Q: 3 clusters Score -169007.2 nChanged 7
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: -169008.015625 Penalty: 734.424011
	Iteration 25Q: 3 clusters Score -169008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -169011.437500 Penalty: 734.424011
	Iteration 26Q: 3 clusters Score -169011.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -169016.453125 Penalty: 734.424011
	Iteration 27Q: 3 clusters Score -169016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -169018.906250 Penalty: 734.424011
	Iteration 28Q: 3 clusters Score -169018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -169021.015625 Penalty: 734.424011
	Iteration 29Q: 3 clusters Score -169021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -169025.281250 Penalty: 734.424011
	Iteration 30Q: 3 clusters Score -169025.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -169030.593750 Penalty: 734.424011
	Iteration 31Q: 3 clusters Score -169030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -169032.718750 Penalty: 734.424011
	Iteration 32Q: 3 clusters Score -169032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -169033.656250 Penalty: 734.424011
	Iteration 33Q: 3 clusters Score -169033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -169034.296875 Penalty: 734.424011
	Iteration 34Q: 3 clusters Score -169034.3 nChanged 2
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: -169034.953125 Penalty: 734.424011
	Iteration 35Q: 3 clusters Score -169035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -169035.875000 Penalty: 734.424011
	Iteration 36Q: 3 clusters Score -169035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -169036.093750 Penalty: 734.424011
	Iteration 37Q: 3 clusters Score -169036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -169036.093750 Penalty: 734.424011
	Iteration 38F: 3 clusters Score -169036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 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 896 members 
Entering Unmasked Estep 
Score: -97036.226562 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97036.23 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -97484.296875 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97484.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -97593.757812 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97593.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -97679.742188 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97679.74 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -97761.484375 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97761.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -97858.640625 Penalty: 680.307434
	Iteration 5F: 3 clusters Score -97858.64 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -97997.109375 Penalty: 680.307434
	Iteration 6F: 3 clusters Score -97997.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -98065.476562 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -98065.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -98106.203125 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -98106.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -98129.742188 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -98129.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -98141.078125 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -98141.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -98145.195312 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -98148.328125 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98148.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -98149.398438 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -98151.039062 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98151.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -98151.773438 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -98151.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -98152.445312 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -98152.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -98153.070312 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -98153.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -98154.156250 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -98154.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -98155.507812 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -98155.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -98156.492188 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -98156.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -98157.570312 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -98157.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -98157.937500 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -98157.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -98157.937500 Penalty: 680.307434
	Iteration 23F: 3 clusters Score -98157.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -365626.718750 Penalty: 400.780762
	Iteration 0F: 2 clusters Score -365626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -361108.031250 Penalty: 801.561523
	Iteration 0F: 3 clusters Score -361108 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -362919.218750 Penalty: 801.561523
	Iteration 1F: 3 clusters Score -362919.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -363121.281250 Penalty: 801.561523
	Iteration 2F: 3 clusters Score -363121.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -363321.093750 Penalty: 801.561523
	Iteration 3F: 3 clusters Score -363321.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -363519.250000 Penalty: 801.561523
	Iteration 4F: 3 clusters Score -363519.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -363713.531250 Penalty: 801.561523
	Iteration 5F: 3 clusters Score -363713.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -363936.968750 Penalty: 801.561523
	Iteration 6Q: 3 clusters Score -363937 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -364150.437500 Penalty: 801.561523
	Iteration 7Q: 3 clusters Score -364150.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -364316.843750 Penalty: 801.561523
	Iteration 8Q: 3 clusters Score -364316.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -364438.625000 Penalty: 801.561523
	Iteration 9Q: 3 clusters Score -364438.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -364514.437500 Penalty: 801.561523
	Iteration 10Q: 3 clusters Score -364514.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -364588.812500 Penalty: 801.561523
	Iteration 11Q: 3 clusters Score -364588.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -364663.812500 Penalty: 801.561523
	Iteration 12Q: 3 clusters Score -364663.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -364717.218750 Penalty: 801.561523
	Iteration 13Q: 3 clusters Score -364717.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -364752.531250 Penalty: 801.561523
	Iteration 14Q: 3 clusters Score -364752.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -364783.375000 Penalty: 801.561523
	Iteration 15Q: 3 clusters Score -364783.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -364815.656250 Penalty: 801.561523
	Iteration 16Q: 3 clusters Score -364815.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -364839.468750 Penalty: 801.561523
	Iteration 17Q: 3 clusters Score -364839.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -364861.125000 Penalty: 801.561523
	Iteration 18Q: 3 clusters Score -364861.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -364887.437500 Penalty: 801.561523
	Iteration 19Q: 3 clusters Score -364887.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -364907.093750 Penalty: 801.561523
	Iteration 20F: 3 clusters Score -364907.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -364924.406250 Penalty: 801.561523
	Iteration 21Q: 3 clusters Score -364924.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -364940.343750 Penalty: 801.561523
	Iteration 22Q: 3 clusters Score -364940.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -364950.218750 Penalty: 801.561523
	Iteration 23Q: 3 clusters Score -364950.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -364961.000000 Penalty: 801.561523
	Iteration 24Q: 3 clusters Score -364961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -364967.375000 Penalty: 801.561523
	Iteration 25Q: 3 clusters Score -364967.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -364973.343750 Penalty: 801.561523
	Iteration 26Q: 3 clusters Score -364973.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -364977.000000 Penalty: 801.561523
	Iteration 27Q: 3 clusters Score -364977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -364979.281250 Penalty: 801.561523
	Iteration 28Q: 3 clusters Score -364979.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -364981.812500 Penalty: 801.561523
	Iteration 29Q: 3 clusters Score -364981.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -364982.218750 Penalty: 801.561523
	Iteration 30Q: 3 clusters Score -364982.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -364984.937500 Penalty: 801.561523
	Iteration 31Q: 3 clusters Score -364984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -364987.093750 Penalty: 801.561523
	Iteration 32Q: 3 clusters Score -364987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -364988.500000 Penalty: 801.561523
	Iteration 33Q: 3 clusters Score -364988.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -364991.312500 Penalty: 801.561523
	Iteration 34Q: 3 clusters Score -364991.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -364992.093750 Penalty: 801.561523
	Iteration 35Q: 3 clusters Score -364992.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -364995.218750 Penalty: 801.561523
	Iteration 36Q: 3 clusters Score -364995.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -364999.031250 Penalty: 801.561523
	Iteration 37Q: 3 clusters Score -364999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -365001.062500 Penalty: 801.561523
	Iteration 38Q: 3 clusters Score -365001.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -365007.531250 Penalty: 801.561523
	Iteration 39Q: 3 clusters Score -365007.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -365012.500000 Penalty: 801.561523
	Iteration 40F: 3 clusters Score -365012.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -365016.343750 Penalty: 801.561523
	Iteration 41Q: 3 clusters Score -365016.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -365020.843750 Penalty: 801.561523
	Iteration 42Q: 3 clusters Score -365020.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -365027.468750 Penalty: 801.561523
	Iteration 43Q: 3 clusters Score -365027.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -365032.125000 Penalty: 801.561523
	Iteration 44Q: 3 clusters Score -365032.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -365037.687500 Penalty: 801.561523
	Iteration 45Q: 3 clusters Score -365037.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -365044.906250 Penalty: 801.561523
	Iteration 46Q: 3 clusters Score -365044.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -365053.375000 Penalty: 801.561523
	Iteration 47Q: 3 clusters Score -365053.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -365066.031250 Penalty: 801.561523
	Iteration 48Q: 3 clusters Score -365066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -365077.750000 Penalty: 801.561523
	Iteration 49Q: 3 clusters Score -365077.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -365091.343750 Penalty: 801.561523
	Iteration 50Q: 3 clusters Score -365091.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -365097.625000 Penalty: 801.561523
	Iteration 51Q: 3 clusters Score -365097.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -365106.312500 Penalty: 801.561523
	Iteration 52Q: 3 clusters Score -365106.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -365114.906250 Penalty: 801.561523
	Iteration 53Q: 3 clusters Score -365114.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -365123.687500 Penalty: 801.561523
	Iteration 54Q: 3 clusters Score -365123.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -365129.843750 Penalty: 801.561523
	Iteration 55Q: 3 clusters Score -365129.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -365135.906250 Penalty: 801.561523
	Iteration 56Q: 3 clusters Score -365135.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -365142.562500 Penalty: 801.561523
	Iteration 57Q: 3 clusters Score -365142.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -365149.906250 Penalty: 801.561523
	Iteration 58Q: 3 clusters Score -365149.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -365157.781250 Penalty: 801.561523
	Iteration 59Q: 3 clusters Score -365157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -365165.937500 Penalty: 801.561523
	Iteration 60F: 3 clusters Score -365165.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -365170.968750 Penalty: 801.561523
	Iteration 61Q: 3 clusters Score -365171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -365176.468750 Penalty: 801.561523
	Iteration 62Q: 3 clusters Score -365176.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -365182.718750 Penalty: 801.561523
	Iteration 63Q: 3 clusters Score -365182.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -365189.125000 Penalty: 801.561523
	Iteration 64Q: 3 clusters Score -365189.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -365196.125000 Penalty: 801.561523
	Iteration 65Q: 3 clusters Score -365196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -365201.750000 Penalty: 801.561523
	Iteration 66Q: 3 clusters Score -365201.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -365208.968750 Penalty: 801.561523
	Iteration 67Q: 3 clusters Score -365209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -365217.250000 Penalty: 801.561523
	Iteration 68Q: 3 clusters Score -365217.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -365228.093750 Penalty: 801.561523
	Iteration 69Q: 3 clusters Score -365228.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -365235.281250 Penalty: 801.561523
	Iteration 70Q: 3 clusters Score -365235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -365242.312500 Penalty: 801.561523
	Iteration 71Q: 3 clusters Score -365242.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -365250.843750 Penalty: 801.561523
	Iteration 72Q: 3 clusters Score -365250.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -365256.875000 Penalty: 801.561523
	Iteration 73Q: 3 clusters Score -365256.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -365261.562500 Penalty: 801.561523
	Iteration 74Q: 3 clusters Score -365261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -365271.312500 Penalty: 801.561523
	Iteration 75Q: 3 clusters Score -365271.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -365278.375000 Penalty: 801.561523
	Iteration 76Q: 3 clusters Score -365278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -365283.843750 Penalty: 801.561523
	Iteration 77Q: 3 clusters Score -365283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -365286.906250 Penalty: 801.561523
	Iteration 78Q: 3 clusters Score -365286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -365290.750000 Penalty: 801.561523
	Iteration 79Q: 3 clusters Score -365290.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -365294.875000 Penalty: 801.561523
	Iteration 80F: 3 clusters Score -365294.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -365298.968750 Penalty: 801.561523
	Iteration 81Q: 3 clusters Score -365299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -365301.125000 Penalty: 801.561523
	Iteration 82Q: 3 clusters Score -365301.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -365304.468750 Penalty: 801.561523
	Iteration 83Q: 3 clusters Score -365304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -365306.937500 Penalty: 801.561523
	Iteration 84Q: 3 clusters Score -365306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -365307.500000 Penalty: 801.561523
	Iteration 85Q: 3 clusters Score -365307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -365310.218750 Penalty: 801.561523
	Iteration 86Q: 3 clusters Score -365310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -365310.875000 Penalty: 801.561523
	Iteration 87Q: 3 clusters Score -365310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -365311.625000 Penalty: 801.561523
	Iteration 88Q: 3 clusters Score -365311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -365312.218750 Penalty: 801.561523
	Iteration 89Q: 3 clusters Score -365312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -365313.531250 Penalty: 801.561523
	Iteration 90Q: 3 clusters Score -365313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -365314.093750 Penalty: 801.561523
	Iteration 91Q: 3 clusters Score -365314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -365314.593750 Penalty: 801.561523
	Iteration 92Q: 3 clusters Score -365314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -365315.656250 Penalty: 801.561523
	Iteration 93Q: 3 clusters Score -365315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -365315.750000 Penalty: 801.561523
	Iteration 94Q: 3 clusters Score -365315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -365315.750000 Penalty: 801.561523
	Iteration 95F: 3 clusters Score -365315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -77755.531250 Penalty: 326.831573
	Iteration 0F: 2 clusters Score -77755.53 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 612 members 
Entering Unmasked Estep 
Score: -76732.406250 Penalty: 653.663147
	Iteration 0F: 3 clusters Score -76732.41 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77058.406250 Penalty: 653.663147
	Iteration 1F: 3 clusters Score -77058.41 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77154.875000 Penalty: 653.663147
	Iteration 2F: 3 clusters Score -77154.88 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77257.171875 Penalty: 653.663147
	Iteration 3F: 3 clusters Score -77257.17 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77341.117188 Penalty: 653.663147
	Iteration 4F: 3 clusters Score -77341.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -77416.882812 Penalty: 653.663147
	Iteration 5Q: 3 clusters Score -77416.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -77473.398438 Penalty: 653.663147
	Iteration 6Q: 3 clusters Score -77473.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -77520.398438 Penalty: 653.663147
	Iteration 7Q: 3 clusters Score -77520.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -77563.242188 Penalty: 653.663147
	Iteration 8Q: 3 clusters Score -77563.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -77589.687500 Penalty: 653.663147
	Iteration 9Q: 3 clusters Score -77589.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -77600.218750 Penalty: 653.663147
	Iteration 10Q: 3 clusters Score -77600.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -77604.343750 Penalty: 653.663147
	Iteration 11Q: 3 clusters Score -77604.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -77608.796875 Penalty: 653.663147
	Iteration 12Q: 3 clusters Score -77608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -77615.101562 Penalty: 653.663147
	Iteration 13Q: 3 clusters Score -77615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -77617.312500 Penalty: 653.663147
	Iteration 14Q: 3 clusters Score -77617.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -77617.312500 Penalty: 653.663147
	Iteration 15F: 3 clusters Score -77617.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Entering Unmasked Estep 
Score: -1567413.750000 Penalty: 465.901947
	Iteration 0F: 2 clusters Score -1567414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1548685.750000 Penalty: 931.803894
	Iteration 0F: 3 clusters Score -1548686 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1556862.750000 Penalty: 931.803894
	Iteration 1F: 3 clusters Score -1556863 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1557482.375000 Penalty: 931.803894
	Iteration 2F: 3 clusters Score -1557482 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1558178.500000 Penalty: 931.803894
	Iteration 3F: 3 clusters Score -1558178 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1558907.375000 Penalty: 931.803894
	Iteration 4F: 3 clusters Score -1558907 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1559661.000000 Penalty: 931.803894
	Iteration 5F: 3 clusters Score -1559661 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1560512.875000 Penalty: 931.803894
	Iteration 6F: 3 clusters Score -1560513 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1561413.875000 Penalty: 931.803894
	Iteration 7F: 3 clusters Score -1561414 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1562248.125000 Penalty: 931.803894
	Iteration 8F: 3 clusters Score -1562248 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1562889.250000 Penalty: 931.803894
	Iteration 9Q: 3 clusters Score -1562889 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1563300.750000 Penalty: 931.803894
	Iteration 10Q: 3 clusters Score -1563301 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1563626.125000 Penalty: 931.803894
	Iteration 11Q: 3 clusters Score -1563626 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1563895.375000 Penalty: 931.803894
	Iteration 12Q: 3 clusters Score -1563895 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1564155.625000 Penalty: 931.803894
	Iteration 13Q: 3 clusters Score -1564156 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1564397.500000 Penalty: 931.803894
	Iteration 14Q: 3 clusters Score -1564398 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1564670.875000 Penalty: 931.803894
	Iteration 15Q: 3 clusters Score -1564671 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1564937.125000 Penalty: 931.803894
	Iteration 16Q: 3 clusters Score -1564937 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1565179.375000 Penalty: 931.803894
	Iteration 17Q: 3 clusters Score -1565179 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1565447.500000 Penalty: 931.803894
	Iteration 18Q: 3 clusters Score -1565448 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1565726.000000 Penalty: 931.803894
	Iteration 19Q: 3 clusters Score -1565726 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1566007.625000 Penalty: 931.803894
	Iteration 20F: 3 clusters Score -1566008 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1566258.750000 Penalty: 931.803894
	Iteration 21Q: 3 clusters Score -1566259 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1566454.875000 Penalty: 931.803894
	Iteration 22Q: 3 clusters Score -1566455 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1566612.500000 Penalty: 931.803894
	Iteration 23Q: 3 clusters Score -1566612 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1566726.625000 Penalty: 931.803894
	Iteration 24Q: 3 clusters Score -1566727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1566797.375000 Penalty: 931.803894
	Iteration 25Q: 3 clusters Score -1566797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1566850.875000 Penalty: 931.803894
	Iteration 26Q: 3 clusters Score -1566851 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1566886.375000 Penalty: 931.803894
	Iteration 27Q: 3 clusters Score -1566886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1566919.500000 Penalty: 931.803894
	Iteration 28Q: 3 clusters Score -1566920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1566942.875000 Penalty: 931.803894
	Iteration 29Q: 3 clusters Score -1566943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1566960.625000 Penalty: 931.803894
	Iteration 30Q: 3 clusters Score -1566961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1566966.500000 Penalty: 931.803894
	Iteration 31Q: 3 clusters Score -1566966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1566978.875000 Penalty: 931.803894
	Iteration 32Q: 3 clusters Score -1566979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1566987.625000 Penalty: 931.803894
	Iteration 33Q: 3 clusters Score -1566988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1566990.250000 Penalty: 931.803894
	Iteration 34Q: 3 clusters Score -1566990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1566994.500000 Penalty: 931.803894
	Iteration 35Q: 3 clusters Score -1566994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1567004.000000 Penalty: 931.803894
	Iteration 36Q: 3 clusters Score -1567004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1567008.875000 Penalty: 931.803894
	Iteration 37Q: 3 clusters Score -1567009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1567018.125000 Penalty: 931.803894
	Iteration 38Q: 3 clusters Score -1567018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1567021.875000 Penalty: 931.803894
	Iteration 39Q: 3 clusters Score -1567022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1567025.000000 Penalty: 931.803894
	Iteration 40F: 3 clusters Score -1567025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1567030.500000 Penalty: 931.803894
	Iteration 41Q: 3 clusters Score -1567030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1567030.875000 Penalty: 931.803894
	Iteration 42Q: 3 clusters Score -1567031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1567031.375000 Penalty: 931.803894
	Iteration 43Q: 3 clusters Score -1567031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1567031.375000 Penalty: 931.803894
	Iteration 44F: 3 clusters Score -1567031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6141.048828 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6141.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5946.982422 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5946.982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6010.822754 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6010.823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6021.681152 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6021.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6022.292969 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6022.293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6027.229004 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6027.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6032.455566 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6032.456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6032.455566 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -6032.456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Entering Unmasked Estep 
Score: -971651.375000 Penalty: 438.716614
	Iteration 0F: 2 clusters Score -971651.4 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 7730 members 
Entering Unmasked Estep 
Score: -961387.375000 Penalty: 877.433228
	Iteration 0F: 3 clusters Score -961387.4 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -965752.500000 Penalty: 877.433228
	Iteration 1F: 3 clusters Score -965752.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -966151.250000 Penalty: 877.433228
	Iteration 2Q: 3 clusters Score -966151.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -966804.125000 Penalty: 877.433228
	Iteration 3F: 3 clusters Score -966804.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -967676.750000 Penalty: 877.433228
	Iteration 4F: 3 clusters Score -967676.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -968552.312500 Penalty: 877.433228
	Iteration 5F: 3 clusters Score -968552.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -969035.437500 Penalty: 877.433228
	Iteration 6F: 3 clusters Score -969035.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -969231.375000 Penalty: 877.433228
	Iteration 7Q: 3 clusters Score -969231.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -969316.687500 Penalty: 877.433228
	Iteration 8Q: 3 clusters Score -969316.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -969384.125000 Penalty: 877.433228
	Iteration 9Q: 3 clusters Score -969384.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -969437.875000 Penalty: 877.433228
	Iteration 10Q: 3 clusters Score -969437.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -969493.062500 Penalty: 877.433228
	Iteration 11Q: 3 clusters Score -969493.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -969546.937500 Penalty: 877.433228
	Iteration 12Q: 3 clusters Score -969546.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -969603.000000 Penalty: 877.433228
	Iteration 13Q: 3 clusters Score -969603 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -969648.375000 Penalty: 877.433228
	Iteration 14Q: 3 clusters Score -969648.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -969693.500000 Penalty: 877.433228
	Iteration 15Q: 3 clusters Score -969693.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -969735.437500 Penalty: 877.433228
	Iteration 16Q: 3 clusters Score -969735.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -969775.125000 Penalty: 877.433228
	Iteration 17Q: 3 clusters Score -969775.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -969807.125000 Penalty: 877.433228
	Iteration 18Q: 3 clusters Score -969807.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -969839.875000 Penalty: 877.433228
	Iteration 19Q: 3 clusters Score -969839.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -969880.812500 Penalty: 877.433228
	Iteration 20F: 3 clusters Score -969880.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -969920.125000 Penalty: 877.433228
	Iteration 21Q: 3 clusters Score -969920.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -969954.937500 Penalty: 877.433228
	Iteration 22Q: 3 clusters Score -969954.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -970000.312500 Penalty: 877.433228
	Iteration 23Q: 3 clusters Score -970000.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -970045.250000 Penalty: 877.433228
	Iteration 24Q: 3 clusters Score -970045.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -970083.062500 Penalty: 877.433228
	Iteration 25Q: 3 clusters Score -970083.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -970116.500000 Penalty: 877.433228
	Iteration 26Q: 3 clusters Score -970116.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -970135.750000 Penalty: 877.433228
	Iteration 27Q: 3 clusters Score -970135.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -970157.437500 Penalty: 877.433228
	Iteration 28Q: 3 clusters Score -970157.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -970167.500000 Penalty: 877.433228
	Iteration 29Q: 3 clusters Score -970167.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -970180.125000 Penalty: 877.433228
	Iteration 30Q: 3 clusters Score -970180.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -970182.750000 Penalty: 877.433228
	Iteration 31Q: 3 clusters Score -970182.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -970187.062500 Penalty: 877.433228
	Iteration 32Q: 3 clusters Score -970187.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -970193.937500 Penalty: 877.433228
	Iteration 33Q: 3 clusters Score -970193.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -970193.687500 Penalty: 877.433228
	Iteration 34Q: 3 clusters Score -970193.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -970198.625000 Penalty: 877.433228
	Iteration 35Q: 3 clusters Score -970198.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -970204.187500 Penalty: 877.433228
	Iteration 36Q: 3 clusters Score -970204.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -970204.062500 Penalty: 877.433228
	Iteration 37Q: 3 clusters Score -970204.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -970207.312500 Penalty: 877.433228
	Iteration 38Q: 3 clusters Score -970207.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -970207.562500 Penalty: 877.433228
	Iteration 39Q: 3 clusters Score -970207.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -970211.500000 Penalty: 877.433228
	Iteration 40F: 3 clusters Score -970211.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -970213.937500 Penalty: 877.433228
	Iteration 41Q: 3 clusters Score -970213.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -970218.125000 Penalty: 877.433228
	Iteration 42Q: 3 clusters Score -970218.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -970222.375000 Penalty: 877.433228
	Iteration 43Q: 3 clusters Score -970222.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -970223.937500 Penalty: 877.433228
	Iteration 44Q: 3 clusters Score -970223.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -970228.000000 Penalty: 877.433228
	Iteration 45Q: 3 clusters Score -970228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -970229.187500 Penalty: 877.433228
	Iteration 46Q: 3 clusters Score -970229.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -970229.812500 Penalty: 877.433228
	Iteration 47Q: 3 clusters Score -970229.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -970229.437500 Penalty: 877.433228
	Iteration 48Q: 3 clusters Score -970229.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -970231.375000 Penalty: 877.433228
	Iteration 49Q: 3 clusters Score -970231.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -970231.312500 Penalty: 877.433228
	Iteration 50Q: 3 clusters Score -970231.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -970234.437500 Penalty: 877.433228
	Iteration 51Q: 3 clusters Score -970234.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -970235.500000 Penalty: 877.433228
	Iteration 52Q: 3 clusters Score -970235.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -970235.125000 Penalty: 877.433228
	Iteration 53Q: 3 clusters Score -970235.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -970237.125000 Penalty: 877.433228
	Iteration 54Q: 3 clusters Score -970237.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -970237.187500 Penalty: 877.433228
	Iteration 55Q: 3 clusters Score -970237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -970237.750000 Penalty: 877.433228
	Iteration 56Q: 3 clusters Score -970237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -970236.875000 Penalty: 877.433228
	Iteration 57Q: 3 clusters Score -970236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -970240.312500 Penalty: 877.433228
	Iteration 58Q: 3 clusters Score -970240.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -970238.812500 Penalty: 877.433228
	Iteration 59Q: 3 clusters Score -970238.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -970240.062500 Penalty: 877.433228
	Iteration 60F: 3 clusters Score -970240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -970237.750000 Penalty: 877.433228
	Iteration 61Q: 3 clusters Score -970237.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -970240.875000 Penalty: 877.433228
	Iteration 62Q: 3 clusters Score -970240.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -970243.000000 Penalty: 877.433228
	Iteration 63Q: 3 clusters Score -970243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -970242.437500 Penalty: 877.433228
	Iteration 64Q: 3 clusters Score -970242.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -970247.687500 Penalty: 877.433228
	Iteration 65Q: 3 clusters Score -970247.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -970248.437500 Penalty: 877.433228
	Iteration 66Q: 3 clusters Score -970248.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -970251.437500 Penalty: 877.433228
	Iteration 67Q: 3 clusters Score -970251.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -970250.625000 Penalty: 877.433228
	Iteration 68Q: 3 clusters Score -970250.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -970253.062500 Penalty: 877.433228
	Iteration 69Q: 3 clusters Score -970253.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -970255.687500 Penalty: 877.433228
	Iteration 70Q: 3 clusters Score -970255.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -970258.250000 Penalty: 877.433228
	Iteration 71Q: 3 clusters Score -970258.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -970260.625000 Penalty: 877.433228
	Iteration 72Q: 3 clusters Score -970260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -970261.125000 Penalty: 877.433228
	Iteration 73Q: 3 clusters Score -970261.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -970262.750000 Penalty: 877.433228
	Iteration 74Q: 3 clusters Score -970262.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -970262.875000 Penalty: 877.433228
	Iteration 75Q: 3 clusters Score -970262.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -970267.625000 Penalty: 877.433228
	Iteration 76Q: 3 clusters Score -970267.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -970270.187500 Penalty: 877.433228
	Iteration 77Q: 3 clusters Score -970270.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -970269.875000 Penalty: 877.433228
	Iteration 78Q: 3 clusters Score -970269.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -970272.000000 Penalty: 877.433228
	Iteration 79Q: 3 clusters Score -970272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -970273.125000 Penalty: 877.433228
	Iteration 80F: 3 clusters Score -970273.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -970276.000000 Penalty: 877.433228
	Iteration 81Q: 3 clusters Score -970276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -970279.125000 Penalty: 877.433228
	Iteration 82Q: 3 clusters Score -970279.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -970281.937500 Penalty: 877.433228
	Iteration 83Q: 3 clusters Score -970281.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -970283.187500 Penalty: 877.433228
	Iteration 84Q: 3 clusters Score -970283.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -970285.000000 Penalty: 877.433228
	Iteration 85Q: 3 clusters Score -970285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -970286.812500 Penalty: 877.433228
	Iteration 86Q: 3 clusters Score -970286.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -970293.937500 Penalty: 877.433228
	Iteration 87Q: 3 clusters Score -970293.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -970298.250000 Penalty: 877.433228
	Iteration 88Q: 3 clusters Score -970298.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -970300.625000 Penalty: 877.433228
	Iteration 89Q: 3 clusters Score -970300.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -970307.937500 Penalty: 877.433228
	Iteration 90Q: 3 clusters Score -970307.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -970313.187500 Penalty: 877.433228
	Iteration 91Q: 3 clusters Score -970313.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -970321.937500 Penalty: 877.433228
	Iteration 92Q: 3 clusters Score -970321.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -970332.875000 Penalty: 877.433228
	Iteration 93Q: 3 clusters Score -970332.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -970342.937500 Penalty: 877.433228
	Iteration 94Q: 3 clusters Score -970342.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -970345.125000 Penalty: 877.433228
	Iteration 95Q: 3 clusters Score -970345.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -970353.000000 Penalty: 877.433228
	Iteration 96Q: 3 clusters Score -970353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -970356.187500 Penalty: 877.433228
	Iteration 97Q: 3 clusters Score -970356.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -970362.187500 Penalty: 877.433228
	Iteration 98Q: 3 clusters Score -970362.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -970368.500000 Penalty: 877.433228
	Iteration 99Q: 3 clusters Score -970368.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -970374.000000 Penalty: 877.433228
	Iteration 100F: 3 clusters Score -970374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -970380.500000 Penalty: 877.433228
	Iteration 101Q: 3 clusters Score -970380.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -970386.250000 Penalty: 877.433228
	Iteration 102Q: 3 clusters Score -970386.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -970393.500000 Penalty: 877.433228
	Iteration 103Q: 3 clusters Score -970393.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -970399.562500 Penalty: 877.433228
	Iteration 104Q: 3 clusters Score -970399.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -970407.500000 Penalty: 877.433228
	Iteration 105Q: 3 clusters Score -970407.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -970418.750000 Penalty: 877.433228
	Iteration 106Q: 3 clusters Score -970418.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -970422.437500 Penalty: 877.433228
	Iteration 107Q: 3 clusters Score -970422.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -970430.812500 Penalty: 877.433228
	Iteration 108Q: 3 clusters Score -970430.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -970439.250000 Penalty: 877.433228
	Iteration 109Q: 3 clusters Score -970439.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -970450.375000 Penalty: 877.433228
	Iteration 110Q: 3 clusters Score -970450.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -970463.625000 Penalty: 877.433228
	Iteration 111Q: 3 clusters Score -970463.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -970481.312500 Penalty: 877.433228
	Iteration 112Q: 3 clusters Score -970481.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -970497.187500 Penalty: 877.433228
	Iteration 113Q: 3 clusters Score -970497.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -970516.000000 Penalty: 877.433228
	Iteration 114Q: 3 clusters Score -970516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -970537.562500 Penalty: 877.433228
	Iteration 115Q: 3 clusters Score -970537.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -970561.875000 Penalty: 877.433228
	Iteration 116Q: 3 clusters Score -970561.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -970583.250000 Penalty: 877.433228
	Iteration 117Q: 3 clusters Score -970583.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -970597.187500 Penalty: 877.433228
	Iteration 118Q: 3 clusters Score -970597.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -970609.250000 Penalty: 877.433228
	Iteration 119Q: 3 clusters Score -970609.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -970618.312500 Penalty: 877.433228
	Iteration 120F: 3 clusters Score -970618.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -970631.375000 Penalty: 877.433228
	Iteration 121Q: 3 clusters Score -970631.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -970642.312500 Penalty: 877.433228
	Iteration 122Q: 3 clusters Score -970642.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -970653.312500 Penalty: 877.433228
	Iteration 123Q: 3 clusters Score -970653.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -970666.312500 Penalty: 877.433228
	Iteration 124Q: 3 clusters Score -970666.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -970680.250000 Penalty: 877.433228
	Iteration 125Q: 3 clusters Score -970680.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -970683.250000 Penalty: 877.433228
	Iteration 126Q: 3 clusters Score -970683.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -970694.500000 Penalty: 877.433228
	Iteration 127Q: 3 clusters Score -970694.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -970705.375000 Penalty: 877.433228
	Iteration 128Q: 3 clusters Score -970705.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -970713.812500 Penalty: 877.433228
	Iteration 129Q: 3 clusters Score -970713.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -970727.937500 Penalty: 877.433228
	Iteration 130Q: 3 clusters Score -970727.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -970737.437500 Penalty: 877.433228
	Iteration 131Q: 3 clusters Score -970737.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -970751.812500 Penalty: 877.433228
	Iteration 132Q: 3 clusters Score -970751.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -970759.187500 Penalty: 877.433228
	Iteration 133Q: 3 clusters Score -970759.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -970766.625000 Penalty: 877.433228
	Iteration 134Q: 3 clusters Score -970766.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -970780.000000 Penalty: 877.433228
	Iteration 135Q: 3 clusters Score -970780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -970790.937500 Penalty: 877.433228
	Iteration 136Q: 3 clusters Score -970790.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -970800.312500 Penalty: 877.433228
	Iteration 137Q: 3 clusters Score -970800.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -970815.625000 Penalty: 877.433228
	Iteration 138Q: 3 clusters Score -970815.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -970829.250000 Penalty: 877.433228
	Iteration 139Q: 3 clusters Score -970829.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -970838.187500 Penalty: 877.433228
	Iteration 140F: 3 clusters Score -970838.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -970846.062500 Penalty: 877.433228
	Iteration 141Q: 3 clusters Score -970846.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -970853.125000 Penalty: 877.433228
	Iteration 142Q: 3 clusters Score -970853.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -970866.125000 Penalty: 877.433228
	Iteration 143Q: 3 clusters Score -970866.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -970875.500000 Penalty: 877.433228
	Iteration 144Q: 3 clusters Score -970875.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -970886.312500 Penalty: 877.433228
	Iteration 145Q: 3 clusters Score -970886.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -970902.562500 Penalty: 877.433228
	Iteration 146Q: 3 clusters Score -970902.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -970911.312500 Penalty: 877.433228
	Iteration 147Q: 3 clusters Score -970911.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -970923.687500 Penalty: 877.433228
	Iteration 148Q: 3 clusters Score -970923.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -970931.000000 Penalty: 877.433228
	Iteration 149Q: 3 clusters Score -970931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -970943.062500 Penalty: 877.433228
	Iteration 150Q: 3 clusters Score -970943.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -970958.625000 Penalty: 877.433228
	Iteration 151Q: 3 clusters Score -970958.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -970974.875000 Penalty: 877.433228
	Iteration 152Q: 3 clusters Score -970974.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -970983.125000 Penalty: 877.433228
	Iteration 153Q: 3 clusters Score -970983.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -970992.062500 Penalty: 877.433228
	Iteration 154Q: 3 clusters Score -970992.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -971004.250000 Penalty: 877.433228
	Iteration 155Q: 3 clusters Score -971004.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -971006.062500 Penalty: 877.433228
	Iteration 156Q: 3 clusters Score -971006.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -971011.750000 Penalty: 877.433228
	Iteration 157Q: 3 clusters Score -971011.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -971012.000000 Penalty: 877.433228
	Iteration 158Q: 3 clusters Score -971012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -971016.187500 Penalty: 877.433228
	Iteration 159Q: 3 clusters Score -971016.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -971019.750000 Penalty: 877.433228
	Iteration 160F: 3 clusters Score -971019.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -971023.500000 Penalty: 877.433228
	Iteration 161Q: 3 clusters Score -971023.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -971024.187500 Penalty: 877.433228
	Iteration 162Q: 3 clusters Score -971024.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -971025.375000 Penalty: 877.433228
	Iteration 163Q: 3 clusters Score -971025.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -971030.937500 Penalty: 877.433228
	Iteration 164Q: 3 clusters Score -971030.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -971035.187500 Penalty: 877.433228
	Iteration 165Q: 3 clusters Score -971035.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -971040.562500 Penalty: 877.433228
	Iteration 166Q: 3 clusters Score -971040.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -971051.625000 Penalty: 877.433228
	Iteration 167Q: 3 clusters Score -971051.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -971060.500000 Penalty: 877.433228
	Iteration 168Q: 3 clusters Score -971060.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -971074.125000 Penalty: 877.433228
	Iteration 169Q: 3 clusters Score -971074.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -971086.125000 Penalty: 877.433228
	Iteration 170Q: 3 clusters Score -971086.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -971096.812500 Penalty: 877.433228
	Iteration 171Q: 3 clusters Score -971096.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -971111.625000 Penalty: 877.433228
	Iteration 172Q: 3 clusters Score -971111.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -971125.375000 Penalty: 877.433228
	Iteration 173Q: 3 clusters Score -971125.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -971136.062500 Penalty: 877.433228
	Iteration 174Q: 3 clusters Score -971136.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -971147.687500 Penalty: 877.433228
	Iteration 175Q: 3 clusters Score -971147.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -971152.500000 Penalty: 877.433228
	Iteration 176Q: 3 clusters Score -971152.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -971162.437500 Penalty: 877.433228
	Iteration 177Q: 3 clusters Score -971162.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -971175.562500 Penalty: 877.433228
	Iteration 178Q: 3 clusters Score -971175.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -971185.937500 Penalty: 877.433228
	Iteration 179Q: 3 clusters Score -971185.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -971201.125000 Penalty: 877.433228
	Iteration 180F: 3 clusters Score -971201.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -971216.250000 Penalty: 877.433228
	Iteration 181Q: 3 clusters Score -971216.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -971226.000000 Penalty: 877.433228
	Iteration 182Q: 3 clusters Score -971226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -971232.187500 Penalty: 877.433228
	Iteration 183Q: 3 clusters Score -971232.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -971233.437500 Penalty: 877.433228
	Iteration 184Q: 3 clusters Score -971233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -971238.937500 Penalty: 877.433228
	Iteration 185Q: 3 clusters Score -971238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -971241.812500 Penalty: 877.433228
	Iteration 186Q: 3 clusters Score -971241.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -971248.375000 Penalty: 877.433228
	Iteration 187Q: 3 clusters Score -971248.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -971252.437500 Penalty: 877.433228
	Iteration 188Q: 3 clusters Score -971252.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -971259.000000 Penalty: 877.433228
	Iteration 189Q: 3 clusters Score -971259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -971262.375000 Penalty: 877.433228
	Iteration 190Q: 3 clusters Score -971262.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -971263.687500 Penalty: 877.433228
	Iteration 191Q: 3 clusters Score -971263.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -971265.812500 Penalty: 877.433228
	Iteration 192Q: 3 clusters Score -971265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -971265.062500 Penalty: 877.433228
	Iteration 193Q: 3 clusters Score -971265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -971266.937500 Penalty: 877.433228
	Iteration 194Q: 3 clusters Score -971266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -971270.187500 Penalty: 877.433228
	Iteration 195Q: 3 clusters Score -971270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -971272.875000 Penalty: 877.433228
	Iteration 196Q: 3 clusters Score -971272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -971272.812500 Penalty: 877.433228
	Iteration 197Q: 3 clusters Score -971272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -971275.000000 Penalty: 877.433228
	Iteration 198Q: 3 clusters Score -971275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -971276.812500 Penalty: 877.433228
	Iteration 199Q: 3 clusters Score -971276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -971278.937500 Penalty: 877.433228
	Iteration 200F: 3 clusters Score -971278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -971279.625000 Penalty: 877.433228
	Iteration 201Q: 3 clusters Score -971279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -971281.500000 Penalty: 877.433228
	Iteration 202Q: 3 clusters Score -971281.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -971282.500000 Penalty: 877.433228
	Iteration 203Q: 3 clusters Score -971282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -971282.000000 Penalty: 877.433228
	Iteration 204Q: 3 clusters Score -971282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -971282.937500 Penalty: 877.433228
	Iteration 205Q: 3 clusters Score -971282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -971284.562500 Penalty: 877.433228
	Iteration 206Q: 3 clusters Score -971284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -971286.812500 Penalty: 877.433228
	Iteration 207Q: 3 clusters Score -971286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -971286.250000 Penalty: 877.433228
	Iteration 208Q: 3 clusters Score -971286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -971287.500000 Penalty: 877.433228
	Iteration 209Q: 3 clusters Score -971287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -971289.687500 Penalty: 877.433228
	Iteration 210Q: 3 clusters Score -971289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -971288.312500 Penalty: 877.433228
	Iteration 211Q: 3 clusters Score -971288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -971290.125000 Penalty: 877.433228
	Iteration 212Q: 3 clusters Score -971290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -971290.687500 Penalty: 877.433228
	Iteration 213Q: 3 clusters Score -971290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -971290.687500 Penalty: 877.433228
	Iteration 214F: 3 clusters Score -971290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -108349.109375 Penalty: 345.314789
	Iteration 0F: 2 clusters Score -108349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -106883.820312 Penalty: 690.629578
	Iteration 0F: 3 clusters Score -106883.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -107431.156250 Penalty: 690.629578
	Iteration 1F: 3 clusters Score -107431.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -107578.789062 Penalty: 690.629578
	Iteration 2F: 3 clusters Score -107578.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -107721.203125 Penalty: 690.629578
	Iteration 3F: 3 clusters Score -107721.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -107841.578125 Penalty: 690.629578
	Iteration 4F: 3 clusters Score -107841.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -107934.468750 Penalty: 690.629578
	Iteration 5F: 3 clusters Score -107934.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -108007.007812 Penalty: 690.629578
	Iteration 6F: 3 clusters Score -108007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -108064.750000 Penalty: 690.629578
	Iteration 7Q: 3 clusters Score -108064.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108106.468750 Penalty: 690.629578
	Iteration 8Q: 3 clusters Score -108106.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108133.890625 Penalty: 690.629578
	Iteration 9Q: 3 clusters Score -108133.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -108153.421875 Penalty: 690.629578
	Iteration 10Q: 3 clusters Score -108153.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -108168.281250 Penalty: 690.629578
	Iteration 11Q: 3 clusters Score -108168.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108177.437500 Penalty: 690.629578
	Iteration 12Q: 3 clusters Score -108177.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108188.507812 Penalty: 690.629578
	Iteration 13Q: 3 clusters Score -108188.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108195.851562 Penalty: 690.629578
	Iteration 14Q: 3 clusters Score -108195.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -108200.210938 Penalty: 690.629578
	Iteration 15Q: 3 clusters Score -108200.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108203.101562 Penalty: 690.629578
	Iteration 16Q: 3 clusters Score -108203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -108204.585938 Penalty: 690.629578
	Iteration 17Q: 3 clusters Score -108204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -108206.437500 Penalty: 690.629578
	Iteration 18Q: 3 clusters Score -108206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -108208.148438 Penalty: 690.629578
	Iteration 19Q: 3 clusters Score -108208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -108209.734375 Penalty: 690.629578
	Iteration 20F: 3 clusters Score -108209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -108211.468750 Penalty: 690.629578
	Iteration 21Q: 3 clusters Score -108211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -108213.828125 Penalty: 690.629578
	Iteration 22Q: 3 clusters Score -108213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -108217.695312 Penalty: 690.629578
	Iteration 23Q: 3 clusters Score -108217.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -108219.515625 Penalty: 690.629578
	Iteration 24Q: 3 clusters Score -108219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108219.859375 Penalty: 690.629578
	Iteration 25Q: 3 clusters Score -108219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -108220.000000 Penalty: 690.629578
	Iteration 26Q: 3 clusters Score -108220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -108220.398438 Penalty: 690.629578
	Iteration 27Q: 3 clusters Score -108220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -108223.664062 Penalty: 690.629578
	Iteration 28Q: 3 clusters Score -108223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -108226.515625 Penalty: 690.629578
	Iteration 29Q: 3 clusters Score -108226.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -108228.171875 Penalty: 690.629578
	Iteration 30Q: 3 clusters Score -108228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -108229.492188 Penalty: 690.629578
	Iteration 31Q: 3 clusters Score -108229.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -108231.679688 Penalty: 690.629578
	Iteration 32Q: 3 clusters Score -108231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -108237.421875 Penalty: 690.629578
	Iteration 33Q: 3 clusters Score -108237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -108239.757812 Penalty: 690.629578
	Iteration 34Q: 3 clusters Score -108239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -108241.937500 Penalty: 690.629578
	Iteration 35Q: 3 clusters Score -108241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -108248.031250 Penalty: 690.629578
	Iteration 36Q: 3 clusters Score -108248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -108253.179688 Penalty: 690.629578
	Iteration 37Q: 3 clusters Score -108253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -108261.929688 Penalty: 690.629578
	Iteration 38Q: 3 clusters Score -108261.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -108270.921875 Penalty: 690.629578
	Iteration 39Q: 3 clusters Score -108270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -108274.359375 Penalty: 690.629578
	Iteration 40F: 3 clusters Score -108274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -108275.539062 Penalty: 690.629578
	Iteration 41Q: 3 clusters Score -108275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -108278.085938 Penalty: 690.629578
	Iteration 42Q: 3 clusters Score -108278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -108278.812500 Penalty: 690.629578
	Iteration 43Q: 3 clusters Score -108278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -108279.210938 Penalty: 690.629578
	Iteration 44Q: 3 clusters Score -108279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -108279.570312 Penalty: 690.629578
	Iteration 45Q: 3 clusters Score -108279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -108280.328125 Penalty: 690.629578
	Iteration 46Q: 3 clusters Score -108280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -108281.921875 Penalty: 690.629578
	Iteration 47Q: 3 clusters Score -108281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -108283.570312 Penalty: 690.629578
	Iteration 48Q: 3 clusters Score -108283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108285.281250 Penalty: 690.629578
	Iteration 49Q: 3 clusters Score -108285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108286.570312 Penalty: 690.629578
	Iteration 50Q: 3 clusters Score -108286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -108286.562500 Penalty: 690.629578
	Iteration 51Q: 3 clusters Score -108286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -108286.562500 Penalty: 690.629578
	Iteration 52F: 3 clusters Score -108286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -60920.312500 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60920.31 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61204.601562 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61204.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -61272.050781 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61272.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61323.050781 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61323.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61348.128906 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61348.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61359.742188 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61359.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61375.394531 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61375.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61392.617188 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61392.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61422.449219 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61422.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61447.425781 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61447.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61470.078125 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61470.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61493.660156 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61493.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61514.839844 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61514.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61541.523438 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61541.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61563.441406 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61563.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61583.812500 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61583.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61597.839844 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61597.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61608.441406 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61608.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61612.031250 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61612.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61614.515625 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61614.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61615.894531 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61615.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61617.082031 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61617.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61618.343750 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61618.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61620.847656 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61620.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61625.226562 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61625.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61629.988281 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61629.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61633.980469 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61633.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61635.976562 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61635.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61638.500000 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61639.476562 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61639.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61639.617188 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61639.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61641.039062 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61641.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61642.367188 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -61642.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61642.929688 Penalty: 637.113342
	Iteration 33Q: 3 clusters Score -61642.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61643.554688 Penalty: 637.113342
	Iteration 34Q: 3 clusters Score -61643.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61644.406250 Penalty: 637.113342
	Iteration 35Q: 3 clusters Score -61644.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61644.746094 Penalty: 637.113342
	Iteration 36Q: 3 clusters Score -61644.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61644.914062 Penalty: 637.113342
	Iteration 37Q: 3 clusters Score -61644.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61645.160156 Penalty: 637.113342
	Iteration 38Q: 3 clusters Score -61645.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61645.242188 Penalty: 637.113342
	Iteration 39Q: 3 clusters Score -61645.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61645.390625 Penalty: 637.113342
	Iteration 40F: 3 clusters Score -61645.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27122.511719 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27122.51 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27256.357422 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27256.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27287.867188 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27287.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27310.169922 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27310.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27323.593750 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27323.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27332.457031 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27332.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27334.269531 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27334.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27335.972656 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27335.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27339.955078 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27339.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27344.931641 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27344.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27349.787109 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27349.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27353.464844 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27353.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27355.427734 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -27355.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27358.066406 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -27358.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27362.033203 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -27362.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27366.597656 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -27366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27371.386719 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -27371.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27372.755859 Penalty: 564.798401
	Iteration 17Q: 3 clusters Score -27372.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27372.755859 Penalty: 564.798401
	Iteration 18F: 3 clusters Score -27372.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5163.892578 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5163.893 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 58 members 
Entering Unmasked Estep 
Score: -4955.968750 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4955.969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5022.989258 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5022.989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5037.695801 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5037.696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5044.567383 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5044.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5044.567383 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -5044.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4652.072754 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4652.073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4449.990723 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4449.991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4463.924805 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4463.925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4469.182617 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -4469.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4473.106445 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4473.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4475.407715 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -4475.408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4475.407715 Penalty: 410.488220
	Iteration 5F: 3 clusters Score -4475.408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170948 members 
Entering Unmasked Estep 
Score: -9960360.000000 Penalty: 548.234680
	Iteration 0F: 2 clusters Score -9960360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -9851134.000000 Penalty: 1096.469360
	Iteration 0F: 3 clusters Score -9851134 nChanged 83884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -9905638.000000 Penalty: 1096.469360
	Iteration 1F: 3 clusters Score -9905638 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -9911707.000000 Penalty: 1096.469360
	Iteration 2F: 3 clusters Score -9911707 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -9920541.000000 Penalty: 1096.469360
	Iteration 3F: 3 clusters Score -9920541 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -9928676.000000 Penalty: 1096.469360
	Iteration 4F: 3 clusters Score -9928676 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -9932000.000000 Penalty: 1096.469360
	Iteration 5F: 3 clusters Score -9932000 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -9932845.000000 Penalty: 1096.469360
	Iteration 6Q: 3 clusters Score -9932845 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -9933096.000000 Penalty: 1096.469360
	Iteration 7Q: 3 clusters Score -9933096 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -9933212.000000 Penalty: 1096.469360
	Iteration 8Q: 3 clusters Score -9933212 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -9933508.000000 Penalty: 1096.469360
	Iteration 9Q: 3 clusters Score -9933508 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -9933745.000000 Penalty: 1096.469360
	Iteration 10Q: 3 clusters Score -9933745 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -9933963.000000 Penalty: 1096.469360
	Iteration 11Q: 3 clusters Score -9933963 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -9934199.000000 Penalty: 1096.469360
	Iteration 12Q: 3 clusters Score -9934199 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -9934453.000000 Penalty: 1096.469360
	Iteration 13Q: 3 clusters Score -9934453 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -9934738.000000 Penalty: 1096.469360
	Iteration 14Q: 3 clusters Score -9934738 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 103230 members 
Entering Unmasked Estep 
Score: -9935168.000000 Penalty: 1096.469360
	Iteration 15Q: 3 clusters Score -9935168 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -9935653.000000 Penalty: 1096.469360
	Iteration 16Q: 3 clusters Score -9935653 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -9936172.000000 Penalty: 1096.469360
	Iteration 17Q: 3 clusters Score -9936172 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -9936801.000000 Penalty: 1096.469360
	Iteration 18Q: 3 clusters Score -9936801 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -9937495.000000 Penalty: 1096.469360
	Iteration 19Q: 3 clusters Score -9937495 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 116761 members 
Entering Unmasked Estep 
Score: -9938330.000000 Penalty: 1096.469360
	Iteration 20F: 3 clusters Score -9938330 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -9939294.000000 Penalty: 1096.469360
	Iteration 21Q: 3 clusters Score -9939294 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -9940345.000000 Penalty: 1096.469360
	Iteration 22Q: 3 clusters Score -9940345 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -9941655.000000 Penalty: 1096.469360
	Iteration 23Q: 3 clusters Score -9941655 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 131585 members 
Entering Unmasked Estep 
Score: -9943383.000000 Penalty: 1096.469360
	Iteration 24Q: 3 clusters Score -9943383 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 136488 members 
Entering Unmasked Estep 
Score: -9945262.000000 Penalty: 1096.469360
	Iteration 25Q: 3 clusters Score -9945262 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 141937 members 
Entering Unmasked Estep 
Score: -9947394.000000 Penalty: 1096.469360
	Iteration 26Q: 3 clusters Score -9947394 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -9949804.000000 Penalty: 1096.469360
	Iteration 27Q: 3 clusters Score -9949804 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -9952262.000000 Penalty: 1096.469360
	Iteration 28Q: 3 clusters Score -9952262 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 158817 members 
Entering Unmasked Estep 
Score: -9954573.000000 Penalty: 1096.469360
	Iteration 29Q: 3 clusters Score -9954573 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -9956564.000000 Penalty: 1096.469360
	Iteration 30Q: 3 clusters Score -9956564 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -9957953.000000 Penalty: 1096.469360
	Iteration 31Q: 3 clusters Score -9957953 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -9958809.000000 Penalty: 1096.469360
	Iteration 32Q: 3 clusters Score -9958809 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 169863 members 
Entering Unmasked Estep 
Score: -9959312.000000 Penalty: 1096.469360
	Iteration 33Q: 3 clusters Score -9959312 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -9959500.000000 Penalty: 1096.469360
	Iteration 34Q: 3 clusters Score -9959500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 170478 members 
Entering Unmasked Estep 
Score: -9959600.000000 Penalty: 1096.469360
	Iteration 35Q: 3 clusters Score -9959600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 170532 members 
Entering Unmasked Estep 
Score: -9959641.000000 Penalty: 1096.469360
	Iteration 36Q: 3 clusters Score -9959641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -9959658.000000 Penalty: 1096.469360
	Iteration 37Q: 3 clusters Score -9959658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 170569 members 
Entering Unmasked Estep 
Score: -9959655.000000 Penalty: 1096.469360
	Iteration 38Q: 3 clusters Score -9959655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -9959644.000000 Penalty: 1096.469360
	Iteration 39Q: 3 clusters Score -9959644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 170574 members 
Entering Unmasked Estep 
Score: -9959852.000000 Penalty: 1096.469360
	Iteration 40F: 3 clusters Score -9959852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170778 members 
Entering Unmasked Estep 
Score: -9959915.000000 Penalty: 1096.469360
	Iteration 41Q: 3 clusters Score -9959915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170836 members 
Entering Unmasked Estep 
Score: -9959926.000000 Penalty: 1096.469360
	Iteration 42Q: 3 clusters Score -9959926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -9959939.000000 Penalty: 1096.469360
	Iteration 43Q: 3 clusters Score -9959939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 170865 members 
Entering Unmasked Estep 
Score: -9959959.000000 Penalty: 1096.469360
	Iteration 44Q: 3 clusters Score -9959959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -9959962.000000 Penalty: 1096.469360
	Iteration 45Q: 3 clusters Score -9959962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 170872 members 
Entering Unmasked Estep 
Score: -9959971.000000 Penalty: 1096.469360
	Iteration 46Q: 3 clusters Score -9959971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -9959968.000000 Penalty: 1096.469360
	Iteration 47Q: 3 clusters Score -9959968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 170876 members 
Entering Unmasked Estep 
Score: -9959970.000000 Penalty: 1096.469360
	Iteration 48Q: 3 clusters Score -9959970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 170877 members 
Entering Unmasked Estep 
Score: -9959970.000000 Penalty: 1096.469360
	Iteration 49Q: 3 clusters Score -9959970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170878 members 
Entering Unmasked Estep 
Score: -9959962.000000 Penalty: 1096.469360
	Iteration 50Q: 3 clusters Score -9959962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 170878 members 
Entering Unmasked Estep 
Score: -9959962.000000 Penalty: 1096.469360
	Iteration 51F: 3 clusters Score -9959962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9948.359375 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9948.359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10146.399414 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10146.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10256.387695 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10256.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10396.320312 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -10396.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10430.376953 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -10430.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10447.494141 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -10447.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10450.064453 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10450.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10450.981445 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10450.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10451.514648 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10451.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10451.514648 Penalty: 488.728058
	Iteration 9F: 3 clusters Score -10451.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9624 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 5335 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27990 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 1977 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170948 members 
Mstep: Class 20 contains 74 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21739 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 141 members 
Entering Unmasked Estep 
Score: -23056678.000000 Penalty: 17636.460938
Splitting cluster 20 changes total score from -23056774.000000 to -23056678.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -52945.406250 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52945.41 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -53218.761719 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53218.76 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53296.710938 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53296.71 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53396.496094 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -53396.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53458.238281 Penalty: 624.606079
	Iteration 4F: 3 clusters Score -53458.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53510.351562 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53510.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53566.644531 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53566.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53611.875000 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53611.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53641.964844 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53641.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53656.144531 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53656.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53662.214844 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53662.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53666.957031 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53666.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53668.914062 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53668.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53671.398438 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53671.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53671.398438 Penalty: 624.606079
	Iteration 14F: 3 clusters Score -53671.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Entering Unmasked Estep 
Score: -1349589.375000 Penalty: 454.402283
	Iteration 0F: 2 clusters Score -1349589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1335029.375000 Penalty: 908.804565
	Iteration 0F: 3 clusters Score -1335029 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1341405.750000 Penalty: 908.804565
	Iteration 1F: 3 clusters Score -1341406 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1342032.500000 Penalty: 908.804565
	Iteration 2F: 3 clusters Score -1342032 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1342852.625000 Penalty: 908.804565
	Iteration 3F: 3 clusters Score -1342853 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1343914.000000 Penalty: 908.804565
	Iteration 4F: 3 clusters Score -1343914 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1344970.750000 Penalty: 908.804565
	Iteration 5F: 3 clusters Score -1344971 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1345638.875000 Penalty: 908.804565
	Iteration 6F: 3 clusters Score -1345639 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1345847.250000 Penalty: 908.804565
	Iteration 7Q: 3 clusters Score -1345847 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1345939.375000 Penalty: 908.804565
	Iteration 8Q: 3 clusters Score -1345939 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1345992.000000 Penalty: 908.804565
	Iteration 9Q: 3 clusters Score -1345992 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1346038.750000 Penalty: 908.804565
	Iteration 10Q: 3 clusters Score -1346039 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1346071.250000 Penalty: 908.804565
	Iteration 11Q: 3 clusters Score -1346071 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1346115.625000 Penalty: 908.804565
	Iteration 12Q: 3 clusters Score -1346116 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1346166.875000 Penalty: 908.804565
	Iteration 13Q: 3 clusters Score -1346167 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1346212.000000 Penalty: 908.804565
	Iteration 14Q: 3 clusters Score -1346212 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1346258.250000 Penalty: 908.804565
	Iteration 15Q: 3 clusters Score -1346258 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1346325.375000 Penalty: 908.804565
	Iteration 16Q: 3 clusters Score -1346325 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1346401.375000 Penalty: 908.804565
	Iteration 17Q: 3 clusters Score -1346401 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1346495.750000 Penalty: 908.804565
	Iteration 18Q: 3 clusters Score -1346496 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1346590.000000 Penalty: 908.804565
	Iteration 19Q: 3 clusters Score -1346590 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1346684.750000 Penalty: 908.804565
	Iteration 20F: 3 clusters Score -1346685 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1346789.375000 Penalty: 908.804565
	Iteration 21Q: 3 clusters Score -1346789 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1346895.250000 Penalty: 908.804565
	Iteration 22Q: 3 clusters Score -1346895 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1347011.125000 Penalty: 908.804565
	Iteration 23Q: 3 clusters Score -1347011 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1347097.250000 Penalty: 908.804565
	Iteration 24Q: 3 clusters Score -1347097 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1347202.125000 Penalty: 908.804565
	Iteration 25Q: 3 clusters Score -1347202 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1347316.625000 Penalty: 908.804565
	Iteration 26Q: 3 clusters Score -1347317 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1347421.750000 Penalty: 908.804565
	Iteration 27Q: 3 clusters Score -1347422 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1347510.625000 Penalty: 908.804565
	Iteration 28Q: 3 clusters Score -1347511 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1347590.250000 Penalty: 908.804565
	Iteration 29Q: 3 clusters Score -1347590 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1347657.375000 Penalty: 908.804565
	Iteration 30Q: 3 clusters Score -1347657 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1347704.625000 Penalty: 908.804565
	Iteration 31Q: 3 clusters Score -1347705 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1347749.500000 Penalty: 908.804565
	Iteration 32Q: 3 clusters Score -1347750 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1347795.875000 Penalty: 908.804565
	Iteration 33Q: 3 clusters Score -1347796 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1347844.000000 Penalty: 908.804565
	Iteration 34Q: 3 clusters Score -1347844 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1347896.375000 Penalty: 908.804565
	Iteration 35Q: 3 clusters Score -1347896 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1347949.375000 Penalty: 908.804565
	Iteration 36Q: 3 clusters Score -1347949 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1347987.625000 Penalty: 908.804565
	Iteration 37Q: 3 clusters Score -1347988 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1348023.500000 Penalty: 908.804565
	Iteration 38Q: 3 clusters Score -1348024 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1348065.625000 Penalty: 908.804565
	Iteration 39Q: 3 clusters Score -1348066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1348090.250000 Penalty: 908.804565
	Iteration 40F: 3 clusters Score -1348090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1348120.000000 Penalty: 908.804565
	Iteration 41Q: 3 clusters Score -1348120 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1348147.750000 Penalty: 908.804565
	Iteration 42Q: 3 clusters Score -1348148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1348184.125000 Penalty: 908.804565
	Iteration 43Q: 3 clusters Score -1348184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1348219.125000 Penalty: 908.804565
	Iteration 44Q: 3 clusters Score -1348219 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1348258.000000 Penalty: 908.804565
	Iteration 45Q: 3 clusters Score -1348258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1348293.750000 Penalty: 908.804565
	Iteration 46Q: 3 clusters Score -1348294 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1348324.625000 Penalty: 908.804565
	Iteration 47Q: 3 clusters Score -1348325 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1348358.250000 Penalty: 908.804565
	Iteration 48Q: 3 clusters Score -1348358 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1348377.500000 Penalty: 908.804565
	Iteration 49Q: 3 clusters Score -1348378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1348400.125000 Penalty: 908.804565
	Iteration 50Q: 3 clusters Score -1348400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1348419.750000 Penalty: 908.804565
	Iteration 51Q: 3 clusters Score -1348420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1348442.500000 Penalty: 908.804565
	Iteration 52Q: 3 clusters Score -1348442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1348450.125000 Penalty: 908.804565
	Iteration 53Q: 3 clusters Score -1348450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1348469.125000 Penalty: 908.804565
	Iteration 54Q: 3 clusters Score -1348469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1348481.875000 Penalty: 908.804565
	Iteration 55Q: 3 clusters Score -1348482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1348492.750000 Penalty: 908.804565
	Iteration 56Q: 3 clusters Score -1348493 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1348508.750000 Penalty: 908.804565
	Iteration 57Q: 3 clusters Score -1348509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1348517.500000 Penalty: 908.804565
	Iteration 58Q: 3 clusters Score -1348518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1348531.875000 Penalty: 908.804565
	Iteration 59Q: 3 clusters Score -1348532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1348543.875000 Penalty: 908.804565
	Iteration 60F: 3 clusters Score -1348544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1348562.375000 Penalty: 908.804565
	Iteration 61Q: 3 clusters Score -1348562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1348575.500000 Penalty: 908.804565
	Iteration 62Q: 3 clusters Score -1348576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1348586.250000 Penalty: 908.804565
	Iteration 63Q: 3 clusters Score -1348586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1348601.875000 Penalty: 908.804565
	Iteration 64Q: 3 clusters Score -1348602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1348618.375000 Penalty: 908.804565
	Iteration 65Q: 3 clusters Score -1348618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1348634.875000 Penalty: 908.804565
	Iteration 66Q: 3 clusters Score -1348635 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1348652.625000 Penalty: 908.804565
	Iteration 67Q: 3 clusters Score -1348653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -1348667.250000 Penalty: 908.804565
	Iteration 68Q: 3 clusters Score -1348667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1348684.875000 Penalty: 908.804565
	Iteration 69Q: 3 clusters Score -1348685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1348701.500000 Penalty: 908.804565
	Iteration 70Q: 3 clusters Score -1348702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1348711.125000 Penalty: 908.804565
	Iteration 71Q: 3 clusters Score -1348711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1348723.875000 Penalty: 908.804565
	Iteration 72Q: 3 clusters Score -1348724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -1348740.375000 Penalty: 908.804565
	Iteration 73Q: 3 clusters Score -1348740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1348746.500000 Penalty: 908.804565
	Iteration 74Q: 3 clusters Score -1348746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1348750.875000 Penalty: 908.804565
	Iteration 75Q: 3 clusters Score -1348751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1348755.125000 Penalty: 908.804565
	Iteration 76Q: 3 clusters Score -1348755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1348762.875000 Penalty: 908.804565
	Iteration 77Q: 3 clusters Score -1348763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1348765.125000 Penalty: 908.804565
	Iteration 78Q: 3 clusters Score -1348765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1348768.125000 Penalty: 908.804565
	Iteration 79Q: 3 clusters Score -1348768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1348781.875000 Penalty: 908.804565
	Iteration 80F: 3 clusters Score -1348782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1348790.250000 Penalty: 908.804565
	Iteration 81Q: 3 clusters Score -1348790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1348793.875000 Penalty: 908.804565
	Iteration 82Q: 3 clusters Score -1348794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1348799.125000 Penalty: 908.804565
	Iteration 83Q: 3 clusters Score -1348799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1348803.125000 Penalty: 908.804565
	Iteration 84Q: 3 clusters Score -1348803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -1348805.250000 Penalty: 908.804565
	Iteration 85Q: 3 clusters Score -1348805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1348808.875000 Penalty: 908.804565
	Iteration 86Q: 3 clusters Score -1348809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -1348810.000000 Penalty: 908.804565
	Iteration 87Q: 3 clusters Score -1348810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -1348812.375000 Penalty: 908.804565
	Iteration 88Q: 3 clusters Score -1348812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1348819.250000 Penalty: 908.804565
	Iteration 89Q: 3 clusters Score -1348819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1348824.625000 Penalty: 908.804565
	Iteration 90Q: 3 clusters Score -1348825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1348833.125000 Penalty: 908.804565
	Iteration 91Q: 3 clusters Score -1348833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1348837.625000 Penalty: 908.804565
	Iteration 92Q: 3 clusters Score -1348838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1348848.250000 Penalty: 908.804565
	Iteration 93Q: 3 clusters Score -1348848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1348868.000000 Penalty: 908.804565
	Iteration 94Q: 3 clusters Score -1348868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -1348880.500000 Penalty: 908.804565
	Iteration 95Q: 3 clusters Score -1348880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -1348896.625000 Penalty: 908.804565
	Iteration 96Q: 3 clusters Score -1348897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -1348907.375000 Penalty: 908.804565
	Iteration 97Q: 3 clusters Score -1348907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -1348924.750000 Penalty: 908.804565
	Iteration 98Q: 3 clusters Score -1348925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1348931.000000 Penalty: 908.804565
	Iteration 99Q: 3 clusters Score -1348931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1348940.125000 Penalty: 908.804565
	Iteration 100F: 3 clusters Score -1348940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -1348950.125000 Penalty: 908.804565
	Iteration 101Q: 3 clusters Score -1348950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1348955.375000 Penalty: 908.804565
	Iteration 102Q: 3 clusters Score -1348955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1348962.000000 Penalty: 908.804565
	Iteration 103Q: 3 clusters Score -1348962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1348968.125000 Penalty: 908.804565
	Iteration 104Q: 3 clusters Score -1348968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -1348979.875000 Penalty: 908.804565
	Iteration 105Q: 3 clusters Score -1348980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1348991.250000 Penalty: 908.804565
	Iteration 106Q: 3 clusters Score -1348991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -1348999.000000 Penalty: 908.804565
	Iteration 107Q: 3 clusters Score -1348999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1349010.500000 Penalty: 908.804565
	Iteration 108Q: 3 clusters Score -1349010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -1349025.750000 Penalty: 908.804565
	Iteration 109Q: 3 clusters Score -1349026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1349032.625000 Penalty: 908.804565
	Iteration 110Q: 3 clusters Score -1349033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -1349048.750000 Penalty: 908.804565
	Iteration 111Q: 3 clusters Score -1349049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1349057.875000 Penalty: 908.804565
	Iteration 112Q: 3 clusters Score -1349058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1349070.250000 Penalty: 908.804565
	Iteration 113Q: 3 clusters Score -1349070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1349078.500000 Penalty: 908.804565
	Iteration 114Q: 3 clusters Score -1349078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -1349092.000000 Penalty: 908.804565
	Iteration 115Q: 3 clusters Score -1349092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1349097.375000 Penalty: 908.804565
	Iteration 116Q: 3 clusters Score -1349097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -1349106.750000 Penalty: 908.804565
	Iteration 117Q: 3 clusters Score -1349107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1349114.875000 Penalty: 908.804565
	Iteration 118Q: 3 clusters Score -1349115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1349124.500000 Penalty: 908.804565
	Iteration 119Q: 3 clusters Score -1349124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -1349132.750000 Penalty: 908.804565
	Iteration 120F: 3 clusters Score -1349133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -1349143.500000 Penalty: 908.804565
	Iteration 121Q: 3 clusters Score -1349144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -1349155.875000 Penalty: 908.804565
	Iteration 122Q: 3 clusters Score -1349156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1349168.375000 Penalty: 908.804565
	Iteration 123Q: 3 clusters Score -1349168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -1349172.125000 Penalty: 908.804565
	Iteration 124Q: 3 clusters Score -1349172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -1349177.125000 Penalty: 908.804565
	Iteration 125Q: 3 clusters Score -1349177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -1349176.750000 Penalty: 908.804565
	Iteration 126Q: 3 clusters Score -1349177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -1349179.375000 Penalty: 908.804565
	Iteration 127Q: 3 clusters Score -1349179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1349184.375000 Penalty: 908.804565
	Iteration 128Q: 3 clusters Score -1349184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -1349189.750000 Penalty: 908.804565
	Iteration 129Q: 3 clusters Score -1349190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1349195.500000 Penalty: 908.804565
	Iteration 130Q: 3 clusters Score -1349196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -1349202.375000 Penalty: 908.804565
	Iteration 131Q: 3 clusters Score -1349202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -1349205.500000 Penalty: 908.804565
	Iteration 132Q: 3 clusters Score -1349206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -1349210.500000 Penalty: 908.804565
	Iteration 133Q: 3 clusters Score -1349210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -1349213.500000 Penalty: 908.804565
	Iteration 134Q: 3 clusters Score -1349214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -1349214.875000 Penalty: 908.804565
	Iteration 135Q: 3 clusters Score -1349215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -1349216.125000 Penalty: 908.804565
	Iteration 136Q: 3 clusters Score -1349216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -1349217.000000 Penalty: 908.804565
	Iteration 137Q: 3 clusters Score -1349217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -1349218.375000 Penalty: 908.804565
	Iteration 138Q: 3 clusters Score -1349218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1349221.625000 Penalty: 908.804565
	Iteration 139Q: 3 clusters Score -1349222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -1349221.750000 Penalty: 908.804565
	Iteration 140F: 3 clusters Score -1349222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1294.482544 Penalty: 315.381958
	Iteration 0F: 3 clusters Score -1294.483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1311.759521 Penalty: 315.381958
	Iteration 1F: 3 clusters Score -1311.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -20923.417969 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -20923.42 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 190 members 
Entering Unmasked Estep 
Score: -20533.234375 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -20533.23 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20641.164062 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -20641.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20689.326172 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -20689.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20724.000000 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -20724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20751.037109 Penalty: 540.794739
	Iteration 4F: 3 clusters Score -20751.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20766.521484 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -20766.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20787.042969 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -20787.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20793.976562 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -20793.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20798.210938 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -20798.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20801.029297 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -20801.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20803.259766 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -20803.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20814.976562 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -20814.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20823.185547 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -20823.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20831.125000 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -20831.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20831.548828 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -20831.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20832.287109 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -20832.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20833.759766 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -20833.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20834.111328 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -20834.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20834.111328 Penalty: 540.794739
	Iteration 18F: 3 clusters Score -20834.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -12362.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -12362.51 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 118 members 
Entering Unmasked Estep 
Score: -12042.306641 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -12042.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12122.344727 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -12122.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12147.776367 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -12147.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12159.685547 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -12159.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12165.780273 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -12165.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12169.080078 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -12169.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12174.436523 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -12174.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12184.850586 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -12184.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12193.380859 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -12193.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12195.528320 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -12195.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12195.528320 Penalty: 497.208710
	Iteration 10F: 3 clusters Score -12195.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8083.310547 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8083.311 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 87 members 
Entering Unmasked Estep 
Score: -7881.191406 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7881.191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7937.108887 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7937.109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7955.804199 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7955.804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7962.956055 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -7962.956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7967.781738 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7967.782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7971.512695 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7971.513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7973.355957 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -7973.356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7998.153809 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -7998.154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8007.827148 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -8007.827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8032.249512 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -8032.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8045.898438 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -8045.898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8047.354980 Penalty: 470.514038
	Iteration 11Q: 3 clusters Score -8047.355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8048.350586 Penalty: 470.514038
	Iteration 12F: 3 clusters Score -8048.351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8074.804688 Penalty: 470.514038
	Iteration 13Q: 3 clusters Score -8074.805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8081.903809 Penalty: 470.514038
	Iteration 14Q: 3 clusters Score -8081.904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8092.419434 Penalty: 470.514038
	Iteration 15Q: 3 clusters Score -8092.419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8105.878418 Penalty: 470.514038
	Iteration 16Q: 3 clusters Score -8105.878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8118.616699 Penalty: 470.514038
	Iteration 17Q: 3 clusters Score -8118.617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8124.417969 Penalty: 470.514038
	Iteration 18Q: 3 clusters Score -8124.418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8127.477051 Penalty: 470.514038
	Iteration 19Q: 3 clusters Score -8127.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8129.409668 Penalty: 470.514038
	Iteration 20F: 3 clusters Score -8129.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9624 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 5335 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27990 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 1977 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170948 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21739 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 48 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 128 members 
Entering Unmasked Estep 
Score: -23056472.000000 Penalty: 17636.460938
Splitting cluster 26 changes total score from -23056774.000000 to -23056472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (124364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Entering Unmasked Estep 
Score: -7408328.500000 Penalty: 533.759094
	Iteration 0F: 2 clusters Score -7408328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -7326595.500000 Penalty: 1067.518188
	Iteration 0F: 3 clusters Score -7326596 nChanged 60899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -7363738.500000 Penalty: 1067.518188
	Iteration 1F: 3 clusters Score -7363738 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -7365069.500000 Penalty: 1067.518188
	Iteration 2Q: 3 clusters Score -7365070 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -7367058.000000 Penalty: 1067.518188
	Iteration 3Q: 3 clusters Score -7367058 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -7369985.500000 Penalty: 1067.518188
	Iteration 4Q: 3 clusters Score -7369986 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -7374115.500000 Penalty: 1067.518188
	Iteration 5F: 3 clusters Score -7374116 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -7378804.500000 Penalty: 1067.518188
	Iteration 6F: 3 clusters Score -7378804 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -7383433.000000 Penalty: 1067.518188
	Iteration 7F: 3 clusters Score -7383433 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -7387141.000000 Penalty: 1067.518188
	Iteration 8F: 3 clusters Score -7387141 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -7389848.500000 Penalty: 1067.518188
	Iteration 9Q: 3 clusters Score -7389848 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -7391501.500000 Penalty: 1067.518188
	Iteration 10Q: 3 clusters Score -7391502 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -7392357.000000 Penalty: 1067.518188
	Iteration 11Q: 3 clusters Score -7392357 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -7392918.500000 Penalty: 1067.518188
	Iteration 12Q: 3 clusters Score -7392918 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -7393299.500000 Penalty: 1067.518188
	Iteration 13Q: 3 clusters Score -7393300 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -7393694.500000 Penalty: 1067.518188
	Iteration 14Q: 3 clusters Score -7393694 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -7394146.500000 Penalty: 1067.518188
	Iteration 15Q: 3 clusters Score -7394146 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -7394647.000000 Penalty: 1067.518188
	Iteration 16Q: 3 clusters Score -7394647 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -7395089.000000 Penalty: 1067.518188
	Iteration 17Q: 3 clusters Score -7395089 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -7395602.000000 Penalty: 1067.518188
	Iteration 18Q: 3 clusters Score -7395602 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -7396248.000000 Penalty: 1067.518188
	Iteration 19Q: 3 clusters Score -7396248 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -7396895.500000 Penalty: 1067.518188
	Iteration 20F: 3 clusters Score -7396896 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -7397644.500000 Penalty: 1067.518188
	Iteration 21Q: 3 clusters Score -7397644 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -7398362.500000 Penalty: 1067.518188
	Iteration 22Q: 3 clusters Score -7398362 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -7399367.000000 Penalty: 1067.518188
	Iteration 23Q: 3 clusters Score -7399367 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -7400492.000000 Penalty: 1067.518188
	Iteration 24Q: 3 clusters Score -7400492 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -7401634.500000 Penalty: 1067.518188
	Iteration 25Q: 3 clusters Score -7401634 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -7402877.500000 Penalty: 1067.518188
	Iteration 26Q: 3 clusters Score -7402878 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -7403986.500000 Penalty: 1067.518188
	Iteration 27Q: 3 clusters Score -7403986 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 114761 members 
Entering Unmasked Estep 
Score: -7405073.000000 Penalty: 1067.518188
	Iteration 28Q: 3 clusters Score -7405073 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 116672 members 
Entering Unmasked Estep 
Score: -7405954.000000 Penalty: 1067.518188
	Iteration 29Q: 3 clusters Score -7405954 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 118187 members 
Entering Unmasked Estep 
Score: -7406603.000000 Penalty: 1067.518188
	Iteration 30Q: 3 clusters Score -7406603 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -7407046.500000 Penalty: 1067.518188
	Iteration 31Q: 3 clusters Score -7407046 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 120336 members 
Entering Unmasked Estep 
Score: -7407473.500000 Penalty: 1067.518188
	Iteration 32Q: 3 clusters Score -7407474 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -7407645.500000 Penalty: 1067.518188
	Iteration 33Q: 3 clusters Score -7407646 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 121648 members 
Entering Unmasked Estep 
Score: -7407808.000000 Penalty: 1067.518188
	Iteration 34Q: 3 clusters Score -7407808 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -7407956.500000 Penalty: 1067.518188
	Iteration 35Q: 3 clusters Score -7407956 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -7408047.500000 Penalty: 1067.518188
	Iteration 36Q: 3 clusters Score -7408048 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -7408113.000000 Penalty: 1067.518188
	Iteration 37Q: 3 clusters Score -7408113 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -7408170.500000 Penalty: 1067.518188
	Iteration 38Q: 3 clusters Score -7408170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -7408156.000000 Penalty: 1067.518188
	Iteration 39Q: 3 clusters Score -7408156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -7408204.500000 Penalty: 1067.518188
	Iteration 40F: 3 clusters Score -7408204 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 123375 members 
Entering Unmasked Estep 
Score: -7408210.000000 Penalty: 1067.518188
	Iteration 41Q: 3 clusters Score -7408210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 123469 members 
Entering Unmasked Estep 
Score: -7408234.500000 Penalty: 1067.518188
	Iteration 42Q: 3 clusters Score -7408234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -7408257.000000 Penalty: 1067.518188
	Iteration 43Q: 3 clusters Score -7408257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 123629 members 
Entering Unmasked Estep 
Score: -7408262.500000 Penalty: 1067.518188
	Iteration 44Q: 3 clusters Score -7408262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 123690 members 
Entering Unmasked Estep 
Score: -7408274.000000 Penalty: 1067.518188
	Iteration 45Q: 3 clusters Score -7408274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 123739 members 
Entering Unmasked Estep 
Score: -7408248.000000 Penalty: 1067.518188
	Iteration 46Q: 3 clusters Score -7408248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -7408240.500000 Penalty: 1067.518188
	Iteration 47Q: 3 clusters Score -7408240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 123802 members 
Entering Unmasked Estep 
Score: -7408226.000000 Penalty: 1067.518188
	Iteration 48Q: 3 clusters Score -7408226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
Score: -7408216.000000 Penalty: 1067.518188
	Iteration 49Q: 3 clusters Score -7408216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -7408222.000000 Penalty: 1067.518188
	Iteration 50Q: 3 clusters Score -7408222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 123863 members 
Entering Unmasked Estep 
Score: -7408225.000000 Penalty: 1067.518188
	Iteration 51Q: 3 clusters Score -7408225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -7408232.500000 Penalty: 1067.518188
	Iteration 52Q: 3 clusters Score -7408232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 123883 members 
Entering Unmasked Estep 
Score: -7408232.500000 Penalty: 1067.518188
	Iteration 53Q: 3 clusters Score -7408232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -7408234.000000 Penalty: 1067.518188
	Iteration 54Q: 3 clusters Score -7408234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 123892 members 
Entering Unmasked Estep 
Score: -7408231.000000 Penalty: 1067.518188
	Iteration 55Q: 3 clusters Score -7408231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -7408238.000000 Penalty: 1067.518188
	Iteration 56Q: 3 clusters Score -7408238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -7408237.500000 Penalty: 1067.518188
	Iteration 57Q: 3 clusters Score -7408238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 123903 members 
Entering Unmasked Estep 
Score: -7408238.000000 Penalty: 1067.518188
	Iteration 58Q: 3 clusters Score -7408238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -7408239.500000 Penalty: 1067.518188
	Iteration 59Q: 3 clusters Score -7408240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 123913 members 
Entering Unmasked Estep 
Score: -7408249.500000 Penalty: 1067.518188
	Iteration 60F: 3 clusters Score -7408250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -7408251.500000 Penalty: 1067.518188
	Iteration 61Q: 3 clusters Score -7408252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 123929 members 
Entering Unmasked Estep 
Score: -7408247.500000 Penalty: 1067.518188
	Iteration 62Q: 3 clusters Score -7408248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 123929 members 
Entering Unmasked Estep 
Score: -7408250.500000 Penalty: 1067.518188
	Iteration 63Q: 3 clusters Score -7408250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -7408254.000000 Penalty: 1067.518188
	Iteration 64Q: 3 clusters Score -7408254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 123926 members 
Entering Unmasked Estep 
Score: -7408252.500000 Penalty: 1067.518188
	Iteration 65Q: 3 clusters Score -7408252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 123922 members 
Entering Unmasked Estep 
Score: -7408253.000000 Penalty: 1067.518188
	Iteration 66Q: 3 clusters Score -7408253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 123918 members 
Entering Unmasked Estep 
Score: -7408257.000000 Penalty: 1067.518188
	Iteration 67Q: 3 clusters Score -7408257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -7408260.500000 Penalty: 1067.518188
	Iteration 68Q: 3 clusters Score -7408260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -7408260.500000 Penalty: 1067.518188
	Iteration 69Q: 3 clusters Score -7408260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 123917 members 
Entering Unmasked Estep 
Score: -7408264.000000 Penalty: 1067.518188
	Iteration 70Q: 3 clusters Score -7408264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 123917 members 
Entering Unmasked Estep 
Score: -7408264.000000 Penalty: 1067.518188
	Iteration 71F: 3 clusters Score -7408264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9128.640625 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9128.641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8863.733398 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -8863.733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8910.666016 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -8910.666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8929.952148 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -8929.952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8942.473633 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -8942.474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8950.401367 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -8950.401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8955.572266 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -8955.572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8961.462891 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -8961.463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8964.109375 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -8964.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8965.021484 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -8965.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8966.814453 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -8966.814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8968.528320 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -8968.528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8971.190430 Penalty: 467.891388
	Iteration 11Q: 3 clusters Score -8971.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8974.414062 Penalty: 467.891388
	Iteration 12Q: 3 clusters Score -8974.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8977.148438 Penalty: 467.891388
	Iteration 13Q: 3 clusters Score -8977.148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8986.875000 Penalty: 467.891388
	Iteration 14Q: 3 clusters Score -8986.875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8990.003906 Penalty: 467.891388
	Iteration 15Q: 3 clusters Score -8990.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8991.732422 Penalty: 467.891388
	Iteration 16Q: 3 clusters Score -8991.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8993.657227 Penalty: 467.891388
	Iteration 17Q: 3 clusters Score -8993.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8995.990234 Penalty: 467.891388
	Iteration 18Q: 3 clusters Score -8995.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8997.653320 Penalty: 467.891388
	Iteration 19Q: 3 clusters Score -8997.653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8997.653320 Penalty: 467.891388
	Iteration 20F: 3 clusters Score -8997.653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -42006.082031 Penalty: 297.221222
	Iteration 0F: 2 clusters Score -42006.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41398.578125 Penalty: 594.442444
	Iteration 0F: 3 clusters Score -41398.58 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -41569.453125 Penalty: 594.442444
	Iteration 1F: 3 clusters Score -41569.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41652.671875 Penalty: 594.442444
	Iteration 2F: 3 clusters Score -41652.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41707.519531 Penalty: 594.442444
	Iteration 3F: 3 clusters Score -41707.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -41750.722656 Penalty: 594.442444
	Iteration 4F: 3 clusters Score -41750.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -41787.242188 Penalty: 594.442444
	Iteration 5Q: 3 clusters Score -41787.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -41806.246094 Penalty: 594.442444
	Iteration 6Q: 3 clusters Score -41806.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -41814.039062 Penalty: 594.442444
	Iteration 7Q: 3 clusters Score -41814.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -41814.765625 Penalty: 594.442444
	Iteration 8Q: 3 clusters Score -41814.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41815.378906 Penalty: 594.442444
	Iteration 9Q: 3 clusters Score -41815.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -41816.039062 Penalty: 594.442444
	Iteration 10Q: 3 clusters Score -41816.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -41816.039062 Penalty: 594.442444
	Iteration 11F: 3 clusters Score -41816.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9624 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 5335 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27990 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 1977 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170948 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21739 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056782.000000 Penalty: 17048.580078
Iteration 399Q: 30 clusters Score -2.305678e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9621 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 27982 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 1974 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170934 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21750 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124373 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056732.000000 Penalty: 17048.580078
Iteration 400F: 30 clusters Score -2.305673e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9616 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27978 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170931 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21763 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124381 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056760.000000 Penalty: 17048.580078
Iteration 401Q: 30 clusters Score -2.305676e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9615 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27966 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 1968 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170951 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21772 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124381 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056764.000000 Penalty: 17048.580078
Iteration 402Q: 30 clusters Score -2.305676e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9612 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 5332 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27954 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170966 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21783 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124379 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056772.000000 Penalty: 17048.580078
Iteration 403Q: 30 clusters Score -2.305677e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9609 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 5323 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27940 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 1962 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 170986 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21794 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124384 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056820.000000 Penalty: 17048.580078
Iteration 404Q: 30 clusters Score -2.305682e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 5328 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27924 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15392 members 
Mstep: Class 14 contains 1957 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171001 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21799 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124381 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056844.000000 Penalty: 17048.580078
Iteration 405Q: 30 clusters Score -2.305684e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15392 members 
Mstep: Class 14 contains 1956 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171020 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21807 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124378 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056854.000000 Penalty: 17048.580078
Iteration 406Q: 30 clusters Score -2.305685e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9611 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 5319 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 1953 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171035 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21811 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124389 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056846.000000 Penalty: 17048.580078
Iteration 407Q: 30 clusters Score -2.305685e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9601 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27890 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 1950 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171053 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21815 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124397 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056836.000000 Penalty: 17048.580078
Iteration 408Q: 30 clusters Score -2.305684e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 27890 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171060 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21820 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124409 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056850.000000 Penalty: 17048.580078
Iteration 409Q: 30 clusters Score -2.305685e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9588 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27889 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171082 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21822 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124416 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056818.000000 Penalty: 17048.580078
Iteration 410Q: 30 clusters Score -2.305682e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9582 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27888 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171084 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21824 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124427 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056804.000000 Penalty: 17048.580078
Iteration 411Q: 30 clusters Score -2.30568e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9572 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27882 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171106 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21823 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124435 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056832.000000 Penalty: 17048.580078
Iteration 412Q: 30 clusters Score -2.305683e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 5303 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27880 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171124 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21823 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124443 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056850.000000 Penalty: 17048.580078
Iteration 413Q: 30 clusters Score -2.305685e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9550 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27883 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171143 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21824 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124457 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056836.000000 Penalty: 17048.580078
Iteration 414Q: 30 clusters Score -2.305684e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9538 members 
Mstep: Class 3 contains 2730 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6751 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27890 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171159 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21825 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124474 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056860.000000 Penalty: 17048.580078
Iteration 415Q: 30 clusters Score -2.305686e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2715 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 1902 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171180 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21828 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124477 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056912.000000 Penalty: 17048.580078
Iteration 416Q: 30 clusters Score -2.305691e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27905 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171180 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21834 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124484 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056890.000000 Penalty: 17048.580078
Iteration 417Q: 30 clusters Score -2.305689e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6766 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27924 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171180 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21837 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124484 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056872.000000 Penalty: 17048.580078
Iteration 418Q: 30 clusters Score -2.305687e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 5250 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6772 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27945 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171181 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21839 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124487 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056886.000000 Penalty: 17048.580078
Iteration 419Q: 30 clusters Score -2.305689e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9522 members 
Mstep: Class 3 contains 2664 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 1648 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6776 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27964 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171189 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21849 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124474 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056914.000000 Penalty: 17048.580078
Iteration 420F: 30 clusters Score -2.305691e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 2651 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 5223 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6774 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27988 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171198 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21859 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124465 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056896.000000 Penalty: 17048.580078
Iteration 421Q: 30 clusters Score -2.30569e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 5212 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6771 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28014 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171210 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21867 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124459 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056906.000000 Penalty: 17048.580078
Iteration 422Q: 30 clusters Score -2.305691e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 2618 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28043 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171214 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21870 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124453 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056924.000000 Penalty: 17048.580078
Iteration 423Q: 30 clusters Score -2.305692e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9520 members 
Mstep: Class 3 contains 2598 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 5197 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6768 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28067 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171225 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21877 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124453 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056868.000000 Penalty: 17048.580078
Iteration 424Q: 30 clusters Score -2.305687e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6768 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28101 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171226 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21891 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124449 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056896.000000 Penalty: 17048.580078
Iteration 425Q: 30 clusters Score -2.30569e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1648 members 
Mstep: Class 6 contains 5185 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28130 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171217 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124451 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056908.000000 Penalty: 17048.580078
Iteration 426Q: 30 clusters Score -2.305691e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9494 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 1648 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6768 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28154 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171221 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21918 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124458 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056904.000000 Penalty: 17048.580078
Iteration 427Q: 30 clusters Score -2.30569e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9475 members 
Mstep: Class 3 contains 2528 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1648 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28174 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171228 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21929 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124464 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056868.000000 Penalty: 17048.580078
Iteration 428Q: 30 clusters Score -2.305687e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9446 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6764 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28202 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171242 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21944 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124457 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056842.000000 Penalty: 17048.580078
Iteration 429Q: 30 clusters Score -2.305684e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 5160 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28214 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15383 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171264 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21949 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124455 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056860.000000 Penalty: 17048.580078
Iteration 430Q: 30 clusters Score -2.305686e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9417 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 5156 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6764 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28227 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171285 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21951 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124459 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056876.000000 Penalty: 17048.580078
Iteration 431Q: 30 clusters Score -2.305688e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9409 members 
Mstep: Class 3 contains 2514 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 5144 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28252 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171301 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21964 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124450 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056876.000000 Penalty: 17048.580078
Iteration 432Q: 30 clusters Score -2.305688e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 5139 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6763 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28277 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171318 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21972 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124443 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056896.000000 Penalty: 17048.580078
Iteration 433Q: 30 clusters Score -2.30569e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9387 members 
Mstep: Class 3 contains 2493 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 5139 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6764 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28295 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171331 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21980 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124431 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056904.000000 Penalty: 17048.580078
Iteration 434Q: 30 clusters Score -2.30569e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9376 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6766 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28310 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171344 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21989 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124421 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056928.000000 Penalty: 17048.580078
Iteration 435Q: 30 clusters Score -2.305693e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9368 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6771 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28315 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171357 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21997 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124413 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056940.000000 Penalty: 17048.580078
Iteration 436Q: 30 clusters Score -2.305694e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9358 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6780 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28322 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171372 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 21996 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124419 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056960.000000 Penalty: 17048.580078
Iteration 437Q: 30 clusters Score -2.305696e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9346 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6785 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28334 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15361 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171385 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22003 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124422 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056980.000000 Penalty: 17048.580078
Iteration 438Q: 30 clusters Score -2.305698e+07 nChanged 112
Entering ConstructFrom: 
Score: -23056980.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -84591.570312 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84591.57 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -84928.523438 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84928.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -84981.468750 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -84981.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85013.093750 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85013.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -85039.570312 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85039.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -85059.390625 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85059.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -85074.625000 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85074.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -85087.203125 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85087.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -85108.179688 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85108.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -85135.953125 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85135.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -85178.351562 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85178.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -85236.187500 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85236.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -85292.992188 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85292.99 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -85327.578125 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85327.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -85357.132812 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85357.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -85384.515625 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85384.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -85404.632812 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85404.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -85421.648438 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85421.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -85436.875000 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85436.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -85447.632812 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85447.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -85457.117188 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85457.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -85463.164062 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85463.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -85467.539062 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -85467.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -85473.312500 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -85473.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -85480.921875 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -85480.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -85484.617188 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -85484.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -85487.648438 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -85487.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -85489.968750 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -85489.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -85490.710938 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -85490.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -85490.796875 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -85490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -85491.125000 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -85491.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -85491.304688 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -85491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -85491.304688 Penalty: 666.708374
	Iteration 32F: 3 clusters Score -85491.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -539046.812500 Penalty: 415.949158
	Iteration 0F: 2 clusters Score -539046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -532683.437500 Penalty: 831.898315
	Iteration 0F: 3 clusters Score -532683.4 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -535165.625000 Penalty: 831.898315
	Iteration 1F: 3 clusters Score -535165.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -535386.750000 Penalty: 831.898315
	Iteration 2F: 3 clusters Score -535386.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -535611.875000 Penalty: 831.898315
	Iteration 3F: 3 clusters Score -535611.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -535885.375000 Penalty: 831.898315
	Iteration 4Q: 3 clusters Score -535885.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -536200.000000 Penalty: 831.898315
	Iteration 5Q: 3 clusters Score -536200 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -536662.250000 Penalty: 831.898315
	Iteration 6F: 3 clusters Score -536662.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -537199.062500 Penalty: 831.898315
	Iteration 7F: 3 clusters Score -537199.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -537537.937500 Penalty: 831.898315
	Iteration 8F: 3 clusters Score -537537.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -537687.687500 Penalty: 831.898315
	Iteration 9Q: 3 clusters Score -537687.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -537761.375000 Penalty: 831.898315
	Iteration 10Q: 3 clusters Score -537761.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -537817.687500 Penalty: 831.898315
	Iteration 11Q: 3 clusters Score -537817.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -537863.812500 Penalty: 831.898315
	Iteration 12Q: 3 clusters Score -537863.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -537909.437500 Penalty: 831.898315
	Iteration 13Q: 3 clusters Score -537909.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -537952.250000 Penalty: 831.898315
	Iteration 14Q: 3 clusters Score -537952.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -538004.500000 Penalty: 831.898315
	Iteration 15Q: 3 clusters Score -538004.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -538057.312500 Penalty: 831.898315
	Iteration 16Q: 3 clusters Score -538057.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -538101.625000 Penalty: 831.898315
	Iteration 17Q: 3 clusters Score -538101.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -538146.562500 Penalty: 831.898315
	Iteration 18Q: 3 clusters Score -538146.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -538197.437500 Penalty: 831.898315
	Iteration 19Q: 3 clusters Score -538197.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -538256.500000 Penalty: 831.898315
	Iteration 20F: 3 clusters Score -538256.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -538313.750000 Penalty: 831.898315
	Iteration 21Q: 3 clusters Score -538313.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -538361.750000 Penalty: 831.898315
	Iteration 22Q: 3 clusters Score -538361.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -538408.375000 Penalty: 831.898315
	Iteration 23Q: 3 clusters Score -538408.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -538448.750000 Penalty: 831.898315
	Iteration 24Q: 3 clusters Score -538448.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -538496.937500 Penalty: 831.898315
	Iteration 25Q: 3 clusters Score -538496.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -538535.375000 Penalty: 831.898315
	Iteration 26Q: 3 clusters Score -538535.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -538562.750000 Penalty: 831.898315
	Iteration 27Q: 3 clusters Score -538562.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -538588.750000 Penalty: 831.898315
	Iteration 28Q: 3 clusters Score -538588.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -538617.812500 Penalty: 831.898315
	Iteration 29Q: 3 clusters Score -538617.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -538629.875000 Penalty: 831.898315
	Iteration 30Q: 3 clusters Score -538629.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -538637.812500 Penalty: 831.898315
	Iteration 31Q: 3 clusters Score -538637.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -538646.687500 Penalty: 831.898315
	Iteration 32Q: 3 clusters Score -538646.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -538657.625000 Penalty: 831.898315
	Iteration 33Q: 3 clusters Score -538657.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -538669.687500 Penalty: 831.898315
	Iteration 34Q: 3 clusters Score -538669.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -538680.375000 Penalty: 831.898315
	Iteration 35Q: 3 clusters Score -538680.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -538689.937500 Penalty: 831.898315
	Iteration 36Q: 3 clusters Score -538689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -538699.375000 Penalty: 831.898315
	Iteration 37Q: 3 clusters Score -538699.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -538705.062500 Penalty: 831.898315
	Iteration 38Q: 3 clusters Score -538705.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -538708.000000 Penalty: 831.898315
	Iteration 39Q: 3 clusters Score -538708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -538711.562500 Penalty: 831.898315
	Iteration 40F: 3 clusters Score -538711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -538714.000000 Penalty: 831.898315
	Iteration 41Q: 3 clusters Score -538714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -538715.125000 Penalty: 831.898315
	Iteration 42Q: 3 clusters Score -538715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -538715.812500 Penalty: 831.898315
	Iteration 43Q: 3 clusters Score -538715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -538716.000000 Penalty: 831.898315
	Iteration 44Q: 3 clusters Score -538716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -538717.875000 Penalty: 831.898315
	Iteration 45Q: 3 clusters Score -538717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -538718.437500 Penalty: 831.898315
	Iteration 46Q: 3 clusters Score -538718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -538718.437500 Penalty: 831.898315
	Iteration 47F: 3 clusters Score -538718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -142853.421875 Penalty: 355.204681
	Iteration 0F: 2 clusters Score -142853.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -141112.609375 Penalty: 710.409363
	Iteration 0F: 3 clusters Score -141112.6 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -141686.609375 Penalty: 710.409363
	Iteration 1F: 3 clusters Score -141686.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -141778.625000 Penalty: 710.409363
	Iteration 2F: 3 clusters Score -141778.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -141852.718750 Penalty: 710.409363
	Iteration 3F: 3 clusters Score -141852.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -141905.734375 Penalty: 710.409363
	Iteration 4Q: 3 clusters Score -141905.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -141966.812500 Penalty: 710.409363
	Iteration 5Q: 3 clusters Score -141966.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -142056.109375 Penalty: 710.409363
	Iteration 6Q: 3 clusters Score -142056.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -142153.968750 Penalty: 710.409363
	Iteration 7Q: 3 clusters Score -142154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -142256.000000 Penalty: 710.409363
	Iteration 8Q: 3 clusters Score -142256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -142317.812500 Penalty: 710.409363
	Iteration 9Q: 3 clusters Score -142317.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -142352.093750 Penalty: 710.409363
	Iteration 10Q: 3 clusters Score -142352.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -142368.218750 Penalty: 710.409363
	Iteration 11Q: 3 clusters Score -142368.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -142377.359375 Penalty: 710.409363
	Iteration 12Q: 3 clusters Score -142377.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -142385.484375 Penalty: 710.409363
	Iteration 13Q: 3 clusters Score -142385.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -142391.453125 Penalty: 710.409363
	Iteration 14Q: 3 clusters Score -142391.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -142395.562500 Penalty: 710.409363
	Iteration 15Q: 3 clusters Score -142395.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -142400.843750 Penalty: 710.409363
	Iteration 16Q: 3 clusters Score -142400.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -142407.468750 Penalty: 710.409363
	Iteration 17Q: 3 clusters Score -142407.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -142411.125000 Penalty: 710.409363
	Iteration 18Q: 3 clusters Score -142411.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -142413.546875 Penalty: 710.409363
	Iteration 19Q: 3 clusters Score -142413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -142416.515625 Penalty: 710.409363
	Iteration 20F: 3 clusters Score -142416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -142418.125000 Penalty: 710.409363
	Iteration 21Q: 3 clusters Score -142418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -142419.687500 Penalty: 710.409363
	Iteration 22Q: 3 clusters Score -142419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -142420.312500 Penalty: 710.409363
	Iteration 23Q: 3 clusters Score -142420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -142421.171875 Penalty: 710.409363
	Iteration 24Q: 3 clusters Score -142421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -142421.937500 Penalty: 710.409363
	Iteration 25Q: 3 clusters Score -142421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -142422.593750 Penalty: 710.409363
	Iteration 26Q: 3 clusters Score -142422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -142423.156250 Penalty: 710.409363
	Iteration 27Q: 3 clusters Score -142423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -142423.328125 Penalty: 710.409363
	Iteration 28Q: 3 clusters Score -142423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -142424.062500 Penalty: 710.409363
	Iteration 29Q: 3 clusters Score -142424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -142424.390625 Penalty: 710.409363
	Iteration 30Q: 3 clusters Score -142424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -142424.562500 Penalty: 710.409363
	Iteration 31Q: 3 clusters Score -142424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -142424.625000 Penalty: 710.409363
	Iteration 32Q: 3 clusters Score -142424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -142424.937500 Penalty: 710.409363
	Iteration 33Q: 3 clusters Score -142424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -142425.171875 Penalty: 710.409363
	Iteration 34Q: 3 clusters Score -142425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -142425.312500 Penalty: 710.409363
	Iteration 35Q: 3 clusters Score -142425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -142425.203125 Penalty: 710.409363
	Iteration 36Q: 3 clusters Score -142425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -142425.203125 Penalty: 710.409363
	Iteration 37F: 3 clusters Score -142425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -235115.609375 Penalty: 378.911560
	Iteration 0F: 2 clusters Score -235115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -232331.890625 Penalty: 757.823120
	Iteration 0F: 3 clusters Score -232331.9 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -233261.546875 Penalty: 757.823120
	Iteration 1F: 3 clusters Score -233261.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -233332.968750 Penalty: 757.823120
	Iteration 2F: 3 clusters Score -233333 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -233388.671875 Penalty: 757.823120
	Iteration 3Q: 3 clusters Score -233388.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -233451.468750 Penalty: 757.823120
	Iteration 4Q: 3 clusters Score -233451.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -233529.906250 Penalty: 757.823120
	Iteration 5Q: 3 clusters Score -233529.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -233626.828125 Penalty: 757.823120
	Iteration 6Q: 3 clusters Score -233626.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -233729.937500 Penalty: 757.823120
	Iteration 7Q: 3 clusters Score -233729.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -233854.968750 Penalty: 757.823120
	Iteration 8F: 3 clusters Score -233855 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -233999.609375 Penalty: 757.823120
	Iteration 9F: 3 clusters Score -233999.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -234197.359375 Penalty: 757.823120
	Iteration 10F: 3 clusters Score -234197.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -234340.515625 Penalty: 757.823120
	Iteration 11Q: 3 clusters Score -234340.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -234421.765625 Penalty: 757.823120
	Iteration 12Q: 3 clusters Score -234421.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -234464.921875 Penalty: 757.823120
	Iteration 13Q: 3 clusters Score -234464.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -234505.421875 Penalty: 757.823120
	Iteration 14Q: 3 clusters Score -234505.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -234545.000000 Penalty: 757.823120
	Iteration 15Q: 3 clusters Score -234545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -234580.468750 Penalty: 757.823120
	Iteration 16Q: 3 clusters Score -234580.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -234625.484375 Penalty: 757.823120
	Iteration 17Q: 3 clusters Score -234625.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -234665.984375 Penalty: 757.823120
	Iteration 18Q: 3 clusters Score -234666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -234698.171875 Penalty: 757.823120
	Iteration 19Q: 3 clusters Score -234698.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -234716.671875 Penalty: 757.823120
	Iteration 20F: 3 clusters Score -234716.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -234732.359375 Penalty: 757.823120
	Iteration 21Q: 3 clusters Score -234732.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -234742.046875 Penalty: 757.823120
	Iteration 22Q: 3 clusters Score -234742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -234745.546875 Penalty: 757.823120
	Iteration 23Q: 3 clusters Score -234745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -234749.234375 Penalty: 757.823120
	Iteration 24Q: 3 clusters Score -234749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -234751.640625 Penalty: 757.823120
	Iteration 25Q: 3 clusters Score -234751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -234752.515625 Penalty: 757.823120
	Iteration 26Q: 3 clusters Score -234752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -234753.921875 Penalty: 757.823120
	Iteration 27Q: 3 clusters Score -234753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -234754.718750 Penalty: 757.823120
	Iteration 28Q: 3 clusters Score -234754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -234756.437500 Penalty: 757.823120
	Iteration 29Q: 3 clusters Score -234756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -234756.953125 Penalty: 757.823120
	Iteration 30Q: 3 clusters Score -234757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -234760.781250 Penalty: 757.823120
	Iteration 31Q: 3 clusters Score -234760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -234762.265625 Penalty: 757.823120
	Iteration 32Q: 3 clusters Score -234762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -234763.031250 Penalty: 757.823120
	Iteration 33Q: 3 clusters Score -234763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -234764.875000 Penalty: 757.823120
	Iteration 34Q: 3 clusters Score -234764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -234764.718750 Penalty: 757.823120
	Iteration 35Q: 3 clusters Score -234764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -234766.328125 Penalty: 757.823120
	Iteration 36Q: 3 clusters Score -234766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -234768.796875 Penalty: 757.823120
	Iteration 37Q: 3 clusters Score -234768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -234771.328125 Penalty: 757.823120
	Iteration 38Q: 3 clusters Score -234771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -234772.156250 Penalty: 757.823120
	Iteration 39Q: 3 clusters Score -234772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -234774.421875 Penalty: 757.823120
	Iteration 40F: 3 clusters Score -234774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -234776.937500 Penalty: 757.823120
	Iteration 41Q: 3 clusters Score -234776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -234778.796875 Penalty: 757.823120
	Iteration 42Q: 3 clusters Score -234778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -234780.578125 Penalty: 757.823120
	Iteration 43Q: 3 clusters Score -234780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -234780.484375 Penalty: 757.823120
	Iteration 44Q: 3 clusters Score -234780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -234781.328125 Penalty: 757.823120
	Iteration 45Q: 3 clusters Score -234781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -234781.968750 Penalty: 757.823120
	Iteration 46Q: 3 clusters Score -234782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -234783.140625 Penalty: 757.823120
	Iteration 47Q: 3 clusters Score -234783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -234783.421875 Penalty: 757.823120
	Iteration 48Q: 3 clusters Score -234783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -234784.140625 Penalty: 757.823120
	Iteration 49Q: 3 clusters Score -234784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -234784.140625 Penalty: 757.823120
	Iteration 50F: 3 clusters Score -234784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -83414.773438 Penalty: 336.225159
	Iteration 0F: 2 clusters Score -83414.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -82250.296875 Penalty: 672.450317
	Iteration 0F: 3 clusters Score -82250.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -82708.031250 Penalty: 672.450317
	Iteration 1F: 3 clusters Score -82708.03 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -82812.250000 Penalty: 672.450317
	Iteration 2F: 3 clusters Score -82812.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -82888.437500 Penalty: 672.450317
	Iteration 3F: 3 clusters Score -82888.44 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -82957.929688 Penalty: 672.450317
	Iteration 4F: 3 clusters Score -82957.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -83023.531250 Penalty: 672.450317
	Iteration 5Q: 3 clusters Score -83023.53 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -83109.101562 Penalty: 672.450317
	Iteration 6F: 3 clusters Score -83109.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -83179.109375 Penalty: 672.450317
	Iteration 7Q: 3 clusters Score -83179.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -83236.757812 Penalty: 672.450317
	Iteration 8Q: 3 clusters Score -83236.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -83275.312500 Penalty: 672.450317
	Iteration 9Q: 3 clusters Score -83275.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -83296.585938 Penalty: 672.450317
	Iteration 10Q: 3 clusters Score -83296.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -83307.367188 Penalty: 672.450317
	Iteration 11Q: 3 clusters Score -83307.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -83312.328125 Penalty: 672.450317
	Iteration 12Q: 3 clusters Score -83312.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -83316.132812 Penalty: 672.450317
	Iteration 13Q: 3 clusters Score -83316.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -83316.914062 Penalty: 672.450317
	Iteration 14Q: 3 clusters Score -83316.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -83317.632812 Penalty: 672.450317
	Iteration 15Q: 3 clusters Score -83317.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -83320.132812 Penalty: 672.450317
	Iteration 16Q: 3 clusters Score -83320.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -83321.601562 Penalty: 672.450317
	Iteration 17Q: 3 clusters Score -83321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -83323.695312 Penalty: 672.450317
	Iteration 18Q: 3 clusters Score -83323.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -83327.296875 Penalty: 672.450317
	Iteration 19Q: 3 clusters Score -83327.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -83335.914062 Penalty: 672.450317
	Iteration 20F: 3 clusters Score -83335.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -83353.015625 Penalty: 672.450317
	Iteration 21Q: 3 clusters Score -83353.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -83360.367188 Penalty: 672.450317
	Iteration 22Q: 3 clusters Score -83360.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -83362.367188 Penalty: 672.450317
	Iteration 23Q: 3 clusters Score -83362.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -83364.023438 Penalty: 672.450317
	Iteration 24Q: 3 clusters Score -83364.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -83364.921875 Penalty: 672.450317
	Iteration 25Q: 3 clusters Score -83364.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -83366.164062 Penalty: 672.450317
	Iteration 26Q: 3 clusters Score -83366.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -83367.171875 Penalty: 672.450317
	Iteration 27Q: 3 clusters Score -83367.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -83367.476562 Penalty: 672.450317
	Iteration 28Q: 3 clusters Score -83367.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -83367.476562 Penalty: 672.450317
	Iteration 29F: 3 clusters Score -83367.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -297822.781250 Penalty: 388.797638
	Iteration 0F: 2 clusters Score -297822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -294330.843750 Penalty: 777.595276
	Iteration 0F: 3 clusters Score -294330.8 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -295631.937500 Penalty: 777.595276
	Iteration 1F: 3 clusters Score -295631.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -295749.375000 Penalty: 777.595276
	Iteration 2F: 3 clusters Score -295749.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -295847.343750 Penalty: 777.595276
	Iteration 3Q: 3 clusters Score -295847.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -295921.250000 Penalty: 777.595276
	Iteration 4Q: 3 clusters Score -295921.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -295985.500000 Penalty: 777.595276
	Iteration 5Q: 3 clusters Score -295985.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -296052.718750 Penalty: 777.595276
	Iteration 6Q: 3 clusters Score -296052.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -296123.906250 Penalty: 777.595276
	Iteration 7Q: 3 clusters Score -296123.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -296225.000000 Penalty: 777.595276
	Iteration 8Q: 3 clusters Score -296225 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -296359.125000 Penalty: 777.595276
	Iteration 9Q: 3 clusters Score -296359.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -296521.312500 Penalty: 777.595276
	Iteration 10Q: 3 clusters Score -296521.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -296666.218750 Penalty: 777.595276
	Iteration 11Q: 3 clusters Score -296666.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -296745.375000 Penalty: 777.595276
	Iteration 12Q: 3 clusters Score -296745.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -296783.687500 Penalty: 777.595276
	Iteration 13Q: 3 clusters Score -296783.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -296805.000000 Penalty: 777.595276
	Iteration 14Q: 3 clusters Score -296805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -296825.843750 Penalty: 777.595276
	Iteration 15Q: 3 clusters Score -296825.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -296845.375000 Penalty: 777.595276
	Iteration 16Q: 3 clusters Score -296845.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -296856.656250 Penalty: 777.595276
	Iteration 17Q: 3 clusters Score -296856.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -296864.843750 Penalty: 777.595276
	Iteration 18Q: 3 clusters Score -296864.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -296867.562500 Penalty: 777.595276
	Iteration 19Q: 3 clusters Score -296867.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -296871.437500 Penalty: 777.595276
	Iteration 20F: 3 clusters Score -296871.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -296877.531250 Penalty: 777.595276
	Iteration 21Q: 3 clusters Score -296877.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -296884.093750 Penalty: 777.595276
	Iteration 22Q: 3 clusters Score -296884.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -296892.687500 Penalty: 777.595276
	Iteration 23Q: 3 clusters Score -296892.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -296900.406250 Penalty: 777.595276
	Iteration 24Q: 3 clusters Score -296900.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -296907.250000 Penalty: 777.595276
	Iteration 25Q: 3 clusters Score -296907.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -296910.156250 Penalty: 777.595276
	Iteration 26Q: 3 clusters Score -296910.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -296914.406250 Penalty: 777.595276
	Iteration 27Q: 3 clusters Score -296914.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -296917.906250 Penalty: 777.595276
	Iteration 28Q: 3 clusters Score -296917.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -296922.187500 Penalty: 777.595276
	Iteration 29Q: 3 clusters Score -296922.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -296926.093750 Penalty: 777.595276
	Iteration 30Q: 3 clusters Score -296926.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -296929.343750 Penalty: 777.595276
	Iteration 31Q: 3 clusters Score -296929.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -296931.000000 Penalty: 777.595276
	Iteration 32Q: 3 clusters Score -296931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -296936.062500 Penalty: 777.595276
	Iteration 33Q: 3 clusters Score -296936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -296940.937500 Penalty: 777.595276
	Iteration 34Q: 3 clusters Score -296940.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -296947.156250 Penalty: 777.595276
	Iteration 35Q: 3 clusters Score -296947.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -296951.031250 Penalty: 777.595276
	Iteration 36Q: 3 clusters Score -296951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -296954.187500 Penalty: 777.595276
	Iteration 37Q: 3 clusters Score -296954.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -296957.531250 Penalty: 777.595276
	Iteration 38Q: 3 clusters Score -296957.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -296960.562500 Penalty: 777.595276
	Iteration 39Q: 3 clusters Score -296960.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -296962.093750 Penalty: 777.595276
	Iteration 40F: 3 clusters Score -296962.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -296964.906250 Penalty: 777.595276
	Iteration 41Q: 3 clusters Score -296964.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -296967.906250 Penalty: 777.595276
	Iteration 42Q: 3 clusters Score -296967.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -296972.656250 Penalty: 777.595276
	Iteration 43Q: 3 clusters Score -296972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -296973.812500 Penalty: 777.595276
	Iteration 44Q: 3 clusters Score -296973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -296975.281250 Penalty: 777.595276
	Iteration 45Q: 3 clusters Score -296975.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -296977.687500 Penalty: 777.595276
	Iteration 46Q: 3 clusters Score -296977.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -296979.906250 Penalty: 777.595276
	Iteration 47Q: 3 clusters Score -296979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -296982.781250 Penalty: 777.595276
	Iteration 48Q: 3 clusters Score -296982.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -296986.125000 Penalty: 777.595276
	Iteration 49Q: 3 clusters Score -296986.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -296991.031250 Penalty: 777.595276
	Iteration 50Q: 3 clusters Score -296991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -296995.031250 Penalty: 777.595276
	Iteration 51Q: 3 clusters Score -296995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -296999.500000 Penalty: 777.595276
	Iteration 52Q: 3 clusters Score -296999.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -297004.156250 Penalty: 777.595276
	Iteration 53Q: 3 clusters Score -297004.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -297009.281250 Penalty: 777.595276
	Iteration 54Q: 3 clusters Score -297009.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -297013.750000 Penalty: 777.595276
	Iteration 55Q: 3 clusters Score -297013.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -297017.312500 Penalty: 777.595276
	Iteration 56Q: 3 clusters Score -297017.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -297022.125000 Penalty: 777.595276
	Iteration 57Q: 3 clusters Score -297022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -297025.031250 Penalty: 777.595276
	Iteration 58Q: 3 clusters Score -297025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -297027.562500 Penalty: 777.595276
	Iteration 59Q: 3 clusters Score -297027.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -297030.031250 Penalty: 777.595276
	Iteration 60F: 3 clusters Score -297030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -297035.937500 Penalty: 777.595276
	Iteration 61Q: 3 clusters Score -297035.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -297043.906250 Penalty: 777.595276
	Iteration 62Q: 3 clusters Score -297043.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -297055.875000 Penalty: 777.595276
	Iteration 63Q: 3 clusters Score -297055.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -297071.843750 Penalty: 777.595276
	Iteration 64Q: 3 clusters Score -297071.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -297092.093750 Penalty: 777.595276
	Iteration 65Q: 3 clusters Score -297092.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -297109.218750 Penalty: 777.595276
	Iteration 66Q: 3 clusters Score -297109.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -297121.281250 Penalty: 777.595276
	Iteration 67Q: 3 clusters Score -297121.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -297134.562500 Penalty: 777.595276
	Iteration 68Q: 3 clusters Score -297134.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -297150.468750 Penalty: 777.595276
	Iteration 69Q: 3 clusters Score -297150.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -297166.156250 Penalty: 777.595276
	Iteration 70Q: 3 clusters Score -297166.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -297187.656250 Penalty: 777.595276
	Iteration 71Q: 3 clusters Score -297187.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -297217.343750 Penalty: 777.595276
	Iteration 72Q: 3 clusters Score -297217.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -297251.625000 Penalty: 777.595276
	Iteration 73Q: 3 clusters Score -297251.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -297282.031250 Penalty: 777.595276
	Iteration 74Q: 3 clusters Score -297282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -297318.125000 Penalty: 777.595276
	Iteration 75Q: 3 clusters Score -297318.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -297348.312500 Penalty: 777.595276
	Iteration 76Q: 3 clusters Score -297348.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -297374.656250 Penalty: 777.595276
	Iteration 77Q: 3 clusters Score -297374.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -297404.062500 Penalty: 777.595276
	Iteration 78Q: 3 clusters Score -297404.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -297427.562500 Penalty: 777.595276
	Iteration 79Q: 3 clusters Score -297427.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -297449.406250 Penalty: 777.595276
	Iteration 80F: 3 clusters Score -297449.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -297468.968750 Penalty: 777.595276
	Iteration 81Q: 3 clusters Score -297469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -297485.000000 Penalty: 777.595276
	Iteration 82Q: 3 clusters Score -297485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -297504.218750 Penalty: 777.595276
	Iteration 83Q: 3 clusters Score -297504.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -297520.156250 Penalty: 777.595276
	Iteration 84Q: 3 clusters Score -297520.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -297534.250000 Penalty: 777.595276
	Iteration 85Q: 3 clusters Score -297534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -297544.781250 Penalty: 777.595276
	Iteration 86Q: 3 clusters Score -297544.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -297553.093750 Penalty: 777.595276
	Iteration 87Q: 3 clusters Score -297553.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -297560.062500 Penalty: 777.595276
	Iteration 88Q: 3 clusters Score -297560.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -297569.500000 Penalty: 777.595276
	Iteration 89Q: 3 clusters Score -297569.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -297577.687500 Penalty: 777.595276
	Iteration 90Q: 3 clusters Score -297577.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -297583.000000 Penalty: 777.595276
	Iteration 91Q: 3 clusters Score -297583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -297585.281250 Penalty: 777.595276
	Iteration 92Q: 3 clusters Score -297585.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -297588.437500 Penalty: 777.595276
	Iteration 93Q: 3 clusters Score -297588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -297589.406250 Penalty: 777.595276
	Iteration 94Q: 3 clusters Score -297589.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -297590.187500 Penalty: 777.595276
	Iteration 95Q: 3 clusters Score -297590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -297592.062500 Penalty: 777.595276
	Iteration 96Q: 3 clusters Score -297592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -297592.281250 Penalty: 777.595276
	Iteration 97Q: 3 clusters Score -297592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -297593.718750 Penalty: 777.595276
	Iteration 98Q: 3 clusters Score -297593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -297593.875000 Penalty: 777.595276
	Iteration 99Q: 3 clusters Score -297593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -297593.875000 Penalty: 777.595276
	Iteration 100F: 3 clusters Score -297593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -297593.937500 Penalty: 777.595276
	Iteration 101Q: 3 clusters Score -297593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -297593.937500 Penalty: 777.595276
	Iteration 102F: 3 clusters Score -297593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -167765.812500 Penalty: 366.783295
	Iteration 0F: 2 clusters Score -167765.8 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 1558 members 
Entering Unmasked Estep 
Score: -165546.593750 Penalty: 733.566589
	Iteration 0F: 3 clusters Score -165546.6 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -166393.281250 Penalty: 733.566589
	Iteration 1F: 3 clusters Score -166393.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -166527.078125 Penalty: 733.566589
	Iteration 2F: 3 clusters Score -166527.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -166669.921875 Penalty: 733.566589
	Iteration 3F: 3 clusters Score -166669.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -166795.703125 Penalty: 733.566589
	Iteration 4F: 3 clusters Score -166795.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -166916.140625 Penalty: 733.566589
	Iteration 5F: 3 clusters Score -166916.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -167054.562500 Penalty: 733.566589
	Iteration 6F: 3 clusters Score -167054.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -167180.500000 Penalty: 733.566589
	Iteration 7Q: 3 clusters Score -167180.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -167273.640625 Penalty: 733.566589
	Iteration 8Q: 3 clusters Score -167273.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -167351.343750 Penalty: 733.566589
	Iteration 9Q: 3 clusters Score -167351.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -167414.937500 Penalty: 733.566589
	Iteration 10Q: 3 clusters Score -167414.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -167466.000000 Penalty: 733.566589
	Iteration 11Q: 3 clusters Score -167466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -167490.656250 Penalty: 733.566589
	Iteration 12Q: 3 clusters Score -167490.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -167501.421875 Penalty: 733.566589
	Iteration 13Q: 3 clusters Score -167501.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -167516.234375 Penalty: 733.566589
	Iteration 14Q: 3 clusters Score -167516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -167529.593750 Penalty: 733.566589
	Iteration 15Q: 3 clusters Score -167529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -167535.296875 Penalty: 733.566589
	Iteration 16Q: 3 clusters Score -167535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -167542.312500 Penalty: 733.566589
	Iteration 17Q: 3 clusters Score -167542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -167546.687500 Penalty: 733.566589
	Iteration 18Q: 3 clusters Score -167546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -167550.375000 Penalty: 733.566589
	Iteration 19Q: 3 clusters Score -167550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -167552.468750 Penalty: 733.566589
	Iteration 20F: 3 clusters Score -167552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -167552.265625 Penalty: 733.566589
	Iteration 21Q: 3 clusters Score -167552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -167552.265625 Penalty: 733.566589
	Iteration 22F: 3 clusters Score -167552.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -97044.750000 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97044.75 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -97405.796875 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97405.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -97490.867188 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97490.87 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -97562.992188 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97562.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -97616.843750 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97616.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -97698.187500 Penalty: 680.307434
	Iteration 5F: 3 clusters Score -97698.19 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -97782.703125 Penalty: 680.307434
	Iteration 6F: 3 clusters Score -97782.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -97864.640625 Penalty: 680.307434
	Iteration 7F: 3 clusters Score -97864.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -97937.046875 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -97937.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -98012.703125 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -98012.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -98057.914062 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -98057.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -98097.257812 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98097.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -98111.976562 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98111.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -98119.156250 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98119.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -98120.726562 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98120.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -98120.726562 Penalty: 680.307434
	Iteration 15F: 3 clusters Score -98120.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -370909.125000 Penalty: 401.469269
	Iteration 0F: 2 clusters Score -370909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -366345.656250 Penalty: 802.938538
	Iteration 0F: 3 clusters Score -366345.7 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -368059.093750 Penalty: 802.938538
	Iteration 1F: 3 clusters Score -368059.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -368223.312500 Penalty: 802.938538
	Iteration 2F: 3 clusters Score -368223.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -368384.656250 Penalty: 802.938538
	Iteration 3F: 3 clusters Score -368384.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -368570.500000 Penalty: 802.938538
	Iteration 4F: 3 clusters Score -368570.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -368830.468750 Penalty: 802.938538
	Iteration 5F: 3 clusters Score -368830.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -369147.375000 Penalty: 802.938538
	Iteration 6F: 3 clusters Score -369147.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -369479.906250 Penalty: 802.938538
	Iteration 7F: 3 clusters Score -369479.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -369661.562500 Penalty: 802.938538
	Iteration 8Q: 3 clusters Score -369661.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -369742.125000 Penalty: 802.938538
	Iteration 9Q: 3 clusters Score -369742.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -369770.750000 Penalty: 802.938538
	Iteration 10Q: 3 clusters Score -369770.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -369784.468750 Penalty: 802.938538
	Iteration 11Q: 3 clusters Score -369784.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -369793.625000 Penalty: 802.938538
	Iteration 12Q: 3 clusters Score -369793.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -369802.093750 Penalty: 802.938538
	Iteration 13Q: 3 clusters Score -369802.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -369807.500000 Penalty: 802.938538
	Iteration 14Q: 3 clusters Score -369807.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -369811.937500 Penalty: 802.938538
	Iteration 15Q: 3 clusters Score -369811.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -369815.281250 Penalty: 802.938538
	Iteration 16Q: 3 clusters Score -369815.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -369817.437500 Penalty: 802.938538
	Iteration 17Q: 3 clusters Score -369817.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -369821.906250 Penalty: 802.938538
	Iteration 18Q: 3 clusters Score -369821.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -369827.406250 Penalty: 802.938538
	Iteration 19Q: 3 clusters Score -369827.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -369832.093750 Penalty: 802.938538
	Iteration 20F: 3 clusters Score -369832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -369836.437500 Penalty: 802.938538
	Iteration 21Q: 3 clusters Score -369836.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -369840.906250 Penalty: 802.938538
	Iteration 22Q: 3 clusters Score -369840.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -369847.218750 Penalty: 802.938538
	Iteration 23Q: 3 clusters Score -369847.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -369853.968750 Penalty: 802.938538
	Iteration 24Q: 3 clusters Score -369854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -369861.500000 Penalty: 802.938538
	Iteration 25Q: 3 clusters Score -369861.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -369870.937500 Penalty: 802.938538
	Iteration 26Q: 3 clusters Score -369870.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -369881.281250 Penalty: 802.938538
	Iteration 27Q: 3 clusters Score -369881.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -369895.125000 Penalty: 802.938538
	Iteration 28Q: 3 clusters Score -369895.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -369909.906250 Penalty: 802.938538
	Iteration 29Q: 3 clusters Score -369909.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -369921.843750 Penalty: 802.938538
	Iteration 30Q: 3 clusters Score -369921.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -369935.843750 Penalty: 802.938538
	Iteration 31Q: 3 clusters Score -369935.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -369948.593750 Penalty: 802.938538
	Iteration 32Q: 3 clusters Score -369948.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -369959.593750 Penalty: 802.938538
	Iteration 33Q: 3 clusters Score -369959.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -369975.625000 Penalty: 802.938538
	Iteration 34Q: 3 clusters Score -369975.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -369992.812500 Penalty: 802.938538
	Iteration 35Q: 3 clusters Score -369992.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -370022.531250 Penalty: 802.938538
	Iteration 36Q: 3 clusters Score -370022.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -370060.687500 Penalty: 802.938538
	Iteration 37Q: 3 clusters Score -370060.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -370088.125000 Penalty: 802.938538
	Iteration 38Q: 3 clusters Score -370088.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -370118.125000 Penalty: 802.938538
	Iteration 39Q: 3 clusters Score -370118.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -370150.687500 Penalty: 802.938538
	Iteration 40F: 3 clusters Score -370150.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -370182.937500 Penalty: 802.938538
	Iteration 41Q: 3 clusters Score -370182.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -370221.531250 Penalty: 802.938538
	Iteration 42Q: 3 clusters Score -370221.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -370261.406250 Penalty: 802.938538
	Iteration 43Q: 3 clusters Score -370261.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -370297.781250 Penalty: 802.938538
	Iteration 44Q: 3 clusters Score -370297.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -370341.156250 Penalty: 802.938538
	Iteration 45Q: 3 clusters Score -370341.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -370379.625000 Penalty: 802.938538
	Iteration 46Q: 3 clusters Score -370379.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -370416.031250 Penalty: 802.938538
	Iteration 47Q: 3 clusters Score -370416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -370453.625000 Penalty: 802.938538
	Iteration 48Q: 3 clusters Score -370453.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -370484.625000 Penalty: 802.938538
	Iteration 49Q: 3 clusters Score -370484.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -370508.750000 Penalty: 802.938538
	Iteration 50Q: 3 clusters Score -370508.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -370530.406250 Penalty: 802.938538
	Iteration 51Q: 3 clusters Score -370530.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -370550.531250 Penalty: 802.938538
	Iteration 52Q: 3 clusters Score -370550.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -370569.781250 Penalty: 802.938538
	Iteration 53Q: 3 clusters Score -370569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -370588.156250 Penalty: 802.938538
	Iteration 54Q: 3 clusters Score -370588.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -370608.656250 Penalty: 802.938538
	Iteration 55Q: 3 clusters Score -370608.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -370614.593750 Penalty: 802.938538
	Iteration 56Q: 3 clusters Score -370614.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -370620.437500 Penalty: 802.938538
	Iteration 57Q: 3 clusters Score -370620.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -370626.218750 Penalty: 802.938538
	Iteration 58Q: 3 clusters Score -370626.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -370628.093750 Penalty: 802.938538
	Iteration 59Q: 3 clusters Score -370628.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -370633.562500 Penalty: 802.938538
	Iteration 60F: 3 clusters Score -370633.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -370637.156250 Penalty: 802.938538
	Iteration 61Q: 3 clusters Score -370637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -370642.468750 Penalty: 802.938538
	Iteration 62Q: 3 clusters Score -370642.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -370646.812500 Penalty: 802.938538
	Iteration 63Q: 3 clusters Score -370646.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -370651.750000 Penalty: 802.938538
	Iteration 64Q: 3 clusters Score -370651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -370654.000000 Penalty: 802.938538
	Iteration 65Q: 3 clusters Score -370654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -370655.062500 Penalty: 802.938538
	Iteration 66Q: 3 clusters Score -370655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -370655.843750 Penalty: 802.938538
	Iteration 67Q: 3 clusters Score -370655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -370657.375000 Penalty: 802.938538
	Iteration 68Q: 3 clusters Score -370657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -370657.468750 Penalty: 802.938538
	Iteration 69Q: 3 clusters Score -370657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -370657.500000 Penalty: 802.938538
	Iteration 70Q: 3 clusters Score -370657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -370657.375000 Penalty: 802.938538
	Iteration 71Q: 3 clusters Score -370657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -370658.593750 Penalty: 802.938538
	Iteration 72Q: 3 clusters Score -370658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -370658.812500 Penalty: 802.938538
	Iteration 73Q: 3 clusters Score -370658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -370659.000000 Penalty: 802.938538
	Iteration 74Q: 3 clusters Score -370659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -370658.906250 Penalty: 802.938538
	Iteration 75Q: 3 clusters Score -370658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -370658.906250 Penalty: 802.938538
	Iteration 76F: 3 clusters Score -370658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -77577.984375 Penalty: 326.727814
	Iteration 0F: 2 clusters Score -77577.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -76604.281250 Penalty: 653.455627
	Iteration 0F: 3 clusters Score -76604.28 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -77045.390625 Penalty: 653.455627
	Iteration 1F: 3 clusters Score -77045.39 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -77206.046875 Penalty: 653.455627
	Iteration 2F: 3 clusters Score -77206.05 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -77289.523438 Penalty: 653.455627
	Iteration 3F: 3 clusters Score -77289.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77353.812500 Penalty: 653.455627
	Iteration 4Q: 3 clusters Score -77353.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -77408.765625 Penalty: 653.455627
	Iteration 5Q: 3 clusters Score -77408.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -77450.570312 Penalty: 653.455627
	Iteration 6Q: 3 clusters Score -77450.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -77472.867188 Penalty: 653.455627
	Iteration 7Q: 3 clusters Score -77472.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -77500.343750 Penalty: 653.455627
	Iteration 8Q: 3 clusters Score -77500.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -77509.031250 Penalty: 653.455627
	Iteration 9Q: 3 clusters Score -77509.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -77512.703125 Penalty: 653.455627
	Iteration 10Q: 3 clusters Score -77512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -77515.695312 Penalty: 653.455627
	Iteration 11Q: 3 clusters Score -77515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -77517.437500 Penalty: 653.455627
	Iteration 12Q: 3 clusters Score -77517.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -77519.601562 Penalty: 653.455627
	Iteration 13Q: 3 clusters Score -77519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -77520.578125 Penalty: 653.455627
	Iteration 14Q: 3 clusters Score -77520.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -77521.468750 Penalty: 653.455627
	Iteration 15Q: 3 clusters Score -77521.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -77524.015625 Penalty: 653.455627
	Iteration 16Q: 3 clusters Score -77524.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -77526.000000 Penalty: 653.455627
	Iteration 17Q: 3 clusters Score -77526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77526.531250 Penalty: 653.455627
	Iteration 18Q: 3 clusters Score -77526.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -77527.007812 Penalty: 653.455627
	Iteration 19Q: 3 clusters Score -77527.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -77527.359375 Penalty: 653.455627
	Iteration 20F: 3 clusters Score -77527.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -77527.421875 Penalty: 653.455627
	Iteration 21Q: 3 clusters Score -77527.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -77527.640625 Penalty: 653.455627
	Iteration 22Q: 3 clusters Score -77527.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -77528.328125 Penalty: 653.455627
	Iteration 23Q: 3 clusters Score -77528.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -77529.015625 Penalty: 653.455627
	Iteration 24Q: 3 clusters Score -77529.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -77529.445312 Penalty: 653.455627
	Iteration 25Q: 3 clusters Score -77529.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -77529.765625 Penalty: 653.455627
	Iteration 26Q: 3 clusters Score -77529.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -77530.000000 Penalty: 653.455627
	Iteration 27Q: 3 clusters Score -77530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -77530.000000 Penalty: 653.455627
	Iteration 28F: 3 clusters Score -77530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Entering Unmasked Estep 
Score: -1587400.125000 Penalty: 466.481781
	Iteration 0F: 2 clusters Score -1587400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1568333.125000 Penalty: 932.963562
	Iteration 0F: 3 clusters Score -1568333 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1576429.250000 Penalty: 932.963562
	Iteration 1F: 3 clusters Score -1576429 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1577006.875000 Penalty: 932.963562
	Iteration 2F: 3 clusters Score -1577007 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1577764.250000 Penalty: 932.963562
	Iteration 3F: 3 clusters Score -1577764 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1578764.000000 Penalty: 932.963562
	Iteration 4F: 3 clusters Score -1578764 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1580075.625000 Penalty: 932.963562
	Iteration 5F: 3 clusters Score -1580076 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1581607.625000 Penalty: 932.963562
	Iteration 6F: 3 clusters Score -1581608 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -1583003.750000 Penalty: 932.963562
	Iteration 7F: 3 clusters Score -1583004 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -1584050.375000 Penalty: 932.963562
	Iteration 8Q: 3 clusters Score -1584050 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -1584722.125000 Penalty: 932.963562
	Iteration 9Q: 3 clusters Score -1584722 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -1585235.500000 Penalty: 932.963562
	Iteration 10Q: 3 clusters Score -1585236 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -1585754.500000 Penalty: 932.963562
	Iteration 11Q: 3 clusters Score -1585754 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1586171.125000 Penalty: 932.963562
	Iteration 12Q: 3 clusters Score -1586171 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -1586487.750000 Penalty: 932.963562
	Iteration 13Q: 3 clusters Score -1586488 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -1586726.125000 Penalty: 932.963562
	Iteration 14Q: 3 clusters Score -1586726 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -1586880.750000 Penalty: 932.963562
	Iteration 15Q: 3 clusters Score -1586881 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -1586978.750000 Penalty: 932.963562
	Iteration 16Q: 3 clusters Score -1586979 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -1587049.750000 Penalty: 932.963562
	Iteration 17Q: 3 clusters Score -1587050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -1587096.500000 Penalty: 932.963562
	Iteration 18Q: 3 clusters Score -1587096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -1587126.750000 Penalty: 932.963562
	Iteration 19Q: 3 clusters Score -1587127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1587151.750000 Penalty: 932.963562
	Iteration 20F: 3 clusters Score -1587152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -1587166.875000 Penalty: 932.963562
	Iteration 21Q: 3 clusters Score -1587167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -1587172.000000 Penalty: 932.963562
	Iteration 22Q: 3 clusters Score -1587172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1587180.875000 Penalty: 932.963562
	Iteration 23Q: 3 clusters Score -1587181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1587191.125000 Penalty: 932.963562
	Iteration 24Q: 3 clusters Score -1587191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -1587197.250000 Penalty: 932.963562
	Iteration 25Q: 3 clusters Score -1587197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -1587204.375000 Penalty: 932.963562
	Iteration 26Q: 3 clusters Score -1587204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -1587208.375000 Penalty: 932.963562
	Iteration 27Q: 3 clusters Score -1587208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -1587215.250000 Penalty: 932.963562
	Iteration 28Q: 3 clusters Score -1587215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -1587221.500000 Penalty: 932.963562
	Iteration 29Q: 3 clusters Score -1587222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -1587223.750000 Penalty: 932.963562
	Iteration 30Q: 3 clusters Score -1587224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -1587223.000000 Penalty: 932.963562
	Iteration 31Q: 3 clusters Score -1587223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -1587223.750000 Penalty: 932.963562
	Iteration 32Q: 3 clusters Score -1587224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -1587223.250000 Penalty: 932.963562
	Iteration 33Q: 3 clusters Score -1587223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -1587224.625000 Penalty: 932.963562
	Iteration 34Q: 3 clusters Score -1587225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -1587227.250000 Penalty: 932.963562
	Iteration 35Q: 3 clusters Score -1587227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -1587227.875000 Penalty: 932.963562
	Iteration 36Q: 3 clusters Score -1587228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -1587232.500000 Penalty: 932.963562
	Iteration 37Q: 3 clusters Score -1587232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -1587241.125000 Penalty: 932.963562
	Iteration 38Q: 3 clusters Score -1587241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -1587246.250000 Penalty: 932.963562
	Iteration 39Q: 3 clusters Score -1587246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -1587247.500000 Penalty: 932.963562
	Iteration 40F: 3 clusters Score -1587248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -1587246.375000 Penalty: 932.963562
	Iteration 41Q: 3 clusters Score -1587246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -1587247.875000 Penalty: 932.963562
	Iteration 42Q: 3 clusters Score -1587248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -1587250.250000 Penalty: 932.963562
	Iteration 43Q: 3 clusters Score -1587250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -1587249.500000 Penalty: 932.963562
	Iteration 44Q: 3 clusters Score -1587250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -1587249.250000 Penalty: 932.963562
	Iteration 45Q: 3 clusters Score -1587249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -1587248.875000 Penalty: 932.963562
	Iteration 46Q: 3 clusters Score -1587249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -1587249.500000 Penalty: 932.963562
	Iteration 47Q: 3 clusters Score -1587250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -1587249.250000 Penalty: 932.963562
	Iteration 48Q: 3 clusters Score -1587249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -1587250.125000 Penalty: 932.963562
	Iteration 49Q: 3 clusters Score -1587250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -1587250.125000 Penalty: 932.963562
	Iteration 50F: 3 clusters Score -1587250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6141.048828 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6141.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5933.169922 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5933.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5999.562500 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -5999.562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6009.470215 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6009.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6011.978516 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6011.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6012.945312 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6012.945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6015.195312 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6015.195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6020.322754 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6020.323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6024.000977 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6024.001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6026.282227 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -6026.282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6044.848633 Penalty: 449.037140
	Iteration 9Q: 3 clusters Score -6044.849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6077.262207 Penalty: 449.037140
	Iteration 10Q: 3 clusters Score -6077.262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6101.276855 Penalty: 449.037140
	Iteration 11Q: 3 clusters Score -6101.277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6130.131348 Penalty: 449.037140
	Iteration 12Q: 3 clusters Score -6130.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6133.559570 Penalty: 449.037140
	Iteration 13Q: 3 clusters Score -6133.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6134.019043 Penalty: 449.037140
	Iteration 14F: 3 clusters Score -6134.019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6136.599121 Penalty: 449.037140
	Iteration 15Q: 3 clusters Score -6136.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6136.599121 Penalty: 449.037140
	Iteration 16F: 3 clusters Score -6136.599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -969322.625000 Penalty: 438.604187
	Iteration 0F: 2 clusters Score -969322.6 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 7688 members 
Entering Unmasked Estep 
Score: -959110.187500 Penalty: 877.208374
	Iteration 0F: 3 clusters Score -959110.2 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -963594.562500 Penalty: 877.208374
	Iteration 1F: 3 clusters Score -963594.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -964159.375000 Penalty: 877.208374
	Iteration 2F: 3 clusters Score -964159.4 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -965015.187500 Penalty: 877.208374
	Iteration 3F: 3 clusters Score -965015.2 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -966091.062500 Penalty: 877.208374
	Iteration 4F: 3 clusters Score -966091.1 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -967015.750000 Penalty: 877.208374
	Iteration 5F: 3 clusters Score -967015.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -967512.562500 Penalty: 877.208374
	Iteration 6F: 3 clusters Score -967512.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -967716.125000 Penalty: 877.208374
	Iteration 7Q: 3 clusters Score -967716.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -967807.625000 Penalty: 877.208374
	Iteration 8Q: 3 clusters Score -967807.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -967858.312500 Penalty: 877.208374
	Iteration 9Q: 3 clusters Score -967858.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -967894.437500 Penalty: 877.208374
	Iteration 10Q: 3 clusters Score -967894.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -967927.812500 Penalty: 877.208374
	Iteration 11Q: 3 clusters Score -967927.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -967951.625000 Penalty: 877.208374
	Iteration 12Q: 3 clusters Score -967951.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -967965.875000 Penalty: 877.208374
	Iteration 13Q: 3 clusters Score -967965.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -967989.437500 Penalty: 877.208374
	Iteration 14Q: 3 clusters Score -967989.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -968013.437500 Penalty: 877.208374
	Iteration 15Q: 3 clusters Score -968013.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -968033.250000 Penalty: 877.208374
	Iteration 16Q: 3 clusters Score -968033.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -968053.625000 Penalty: 877.208374
	Iteration 17Q: 3 clusters Score -968053.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -968071.000000 Penalty: 877.208374
	Iteration 18Q: 3 clusters Score -968071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -968095.000000 Penalty: 877.208374
	Iteration 19Q: 3 clusters Score -968095 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -968116.437500 Penalty: 877.208374
	Iteration 20F: 3 clusters Score -968116.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -968129.500000 Penalty: 877.208374
	Iteration 21Q: 3 clusters Score -968129.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -968149.312500 Penalty: 877.208374
	Iteration 22Q: 3 clusters Score -968149.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -968166.562500 Penalty: 877.208374
	Iteration 23Q: 3 clusters Score -968166.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -968188.125000 Penalty: 877.208374
	Iteration 24Q: 3 clusters Score -968188.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -968210.312500 Penalty: 877.208374
	Iteration 25Q: 3 clusters Score -968210.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -968236.625000 Penalty: 877.208374
	Iteration 26Q: 3 clusters Score -968236.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -968255.187500 Penalty: 877.208374
	Iteration 27Q: 3 clusters Score -968255.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -968274.937500 Penalty: 877.208374
	Iteration 28Q: 3 clusters Score -968274.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -968293.937500 Penalty: 877.208374
	Iteration 29Q: 3 clusters Score -968293.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -968309.375000 Penalty: 877.208374
	Iteration 30Q: 3 clusters Score -968309.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -968315.062500 Penalty: 877.208374
	Iteration 31Q: 3 clusters Score -968315.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -968320.125000 Penalty: 877.208374
	Iteration 32Q: 3 clusters Score -968320.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -968326.312500 Penalty: 877.208374
	Iteration 33Q: 3 clusters Score -968326.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -968331.562500 Penalty: 877.208374
	Iteration 34Q: 3 clusters Score -968331.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -968337.812500 Penalty: 877.208374
	Iteration 35Q: 3 clusters Score -968337.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -968349.000000 Penalty: 877.208374
	Iteration 36Q: 3 clusters Score -968349 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -968359.187500 Penalty: 877.208374
	Iteration 37Q: 3 clusters Score -968359.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -968372.812500 Penalty: 877.208374
	Iteration 38Q: 3 clusters Score -968372.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -968384.500000 Penalty: 877.208374
	Iteration 39Q: 3 clusters Score -968384.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -968396.750000 Penalty: 877.208374
	Iteration 40F: 3 clusters Score -968396.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -968402.812500 Penalty: 877.208374
	Iteration 41Q: 3 clusters Score -968402.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -968412.375000 Penalty: 877.208374
	Iteration 42Q: 3 clusters Score -968412.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -968417.437500 Penalty: 877.208374
	Iteration 43Q: 3 clusters Score -968417.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -968427.125000 Penalty: 877.208374
	Iteration 44Q: 3 clusters Score -968427.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -968440.500000 Penalty: 877.208374
	Iteration 45Q: 3 clusters Score -968440.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -968453.750000 Penalty: 877.208374
	Iteration 46Q: 3 clusters Score -968453.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -968465.312500 Penalty: 877.208374
	Iteration 47Q: 3 clusters Score -968465.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -968483.312500 Penalty: 877.208374
	Iteration 48Q: 3 clusters Score -968483.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -968502.187500 Penalty: 877.208374
	Iteration 49Q: 3 clusters Score -968502.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -968522.437500 Penalty: 877.208374
	Iteration 50Q: 3 clusters Score -968522.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -968541.937500 Penalty: 877.208374
	Iteration 51Q: 3 clusters Score -968541.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -968552.000000 Penalty: 877.208374
	Iteration 52Q: 3 clusters Score -968552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -968564.062500 Penalty: 877.208374
	Iteration 53Q: 3 clusters Score -968564.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -968578.000000 Penalty: 877.208374
	Iteration 54Q: 3 clusters Score -968578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -968594.750000 Penalty: 877.208374
	Iteration 55Q: 3 clusters Score -968594.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -968606.687500 Penalty: 877.208374
	Iteration 56Q: 3 clusters Score -968606.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -968622.500000 Penalty: 877.208374
	Iteration 57Q: 3 clusters Score -968622.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -968629.875000 Penalty: 877.208374
	Iteration 58Q: 3 clusters Score -968629.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -968641.937500 Penalty: 877.208374
	Iteration 59Q: 3 clusters Score -968641.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -968645.812500 Penalty: 877.208374
	Iteration 60F: 3 clusters Score -968645.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -968655.437500 Penalty: 877.208374
	Iteration 61Q: 3 clusters Score -968655.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -968663.687500 Penalty: 877.208374
	Iteration 62Q: 3 clusters Score -968663.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -968670.062500 Penalty: 877.208374
	Iteration 63Q: 3 clusters Score -968670.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -968671.500000 Penalty: 877.208374
	Iteration 64Q: 3 clusters Score -968671.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -968673.687500 Penalty: 877.208374
	Iteration 65Q: 3 clusters Score -968673.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -968674.812500 Penalty: 877.208374
	Iteration 66Q: 3 clusters Score -968674.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -968679.062500 Penalty: 877.208374
	Iteration 67Q: 3 clusters Score -968679.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -968682.250000 Penalty: 877.208374
	Iteration 68Q: 3 clusters Score -968682.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -968687.250000 Penalty: 877.208374
	Iteration 69Q: 3 clusters Score -968687.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -968691.125000 Penalty: 877.208374
	Iteration 70Q: 3 clusters Score -968691.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -968692.937500 Penalty: 877.208374
	Iteration 71Q: 3 clusters Score -968692.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -968700.250000 Penalty: 877.208374
	Iteration 72Q: 3 clusters Score -968700.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -968702.125000 Penalty: 877.208374
	Iteration 73Q: 3 clusters Score -968702.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -968706.062500 Penalty: 877.208374
	Iteration 74Q: 3 clusters Score -968706.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -968714.687500 Penalty: 877.208374
	Iteration 75Q: 3 clusters Score -968714.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -968729.312500 Penalty: 877.208374
	Iteration 76Q: 3 clusters Score -968729.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -968744.312500 Penalty: 877.208374
	Iteration 77Q: 3 clusters Score -968744.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -968753.750000 Penalty: 877.208374
	Iteration 78Q: 3 clusters Score -968753.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -968764.062500 Penalty: 877.208374
	Iteration 79Q: 3 clusters Score -968764.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -968779.062500 Penalty: 877.208374
	Iteration 80F: 3 clusters Score -968779.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -968793.000000 Penalty: 877.208374
	Iteration 81Q: 3 clusters Score -968793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -968801.125000 Penalty: 877.208374
	Iteration 82Q: 3 clusters Score -968801.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -968817.187500 Penalty: 877.208374
	Iteration 83Q: 3 clusters Score -968817.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -968827.875000 Penalty: 877.208374
	Iteration 84Q: 3 clusters Score -968827.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -968836.062500 Penalty: 877.208374
	Iteration 85Q: 3 clusters Score -968836.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -968857.187500 Penalty: 877.208374
	Iteration 86Q: 3 clusters Score -968857.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -968874.687500 Penalty: 877.208374
	Iteration 87Q: 3 clusters Score -968874.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -968886.625000 Penalty: 877.208374
	Iteration 88Q: 3 clusters Score -968886.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -968891.937500 Penalty: 877.208374
	Iteration 89Q: 3 clusters Score -968891.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -968899.312500 Penalty: 877.208374
	Iteration 90Q: 3 clusters Score -968899.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -968902.937500 Penalty: 877.208374
	Iteration 91Q: 3 clusters Score -968902.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -968909.250000 Penalty: 877.208374
	Iteration 92Q: 3 clusters Score -968909.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -968914.062500 Penalty: 877.208374
	Iteration 93Q: 3 clusters Score -968914.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -968918.875000 Penalty: 877.208374
	Iteration 94Q: 3 clusters Score -968918.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -968918.625000 Penalty: 877.208374
	Iteration 95Q: 3 clusters Score -968918.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -968922.000000 Penalty: 877.208374
	Iteration 96Q: 3 clusters Score -968922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -968924.062500 Penalty: 877.208374
	Iteration 97Q: 3 clusters Score -968924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -968929.062500 Penalty: 877.208374
	Iteration 98Q: 3 clusters Score -968929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -968933.250000 Penalty: 877.208374
	Iteration 99Q: 3 clusters Score -968933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -968934.750000 Penalty: 877.208374
	Iteration 100F: 3 clusters Score -968934.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -968937.312500 Penalty: 877.208374
	Iteration 101Q: 3 clusters Score -968937.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -968939.125000 Penalty: 877.208374
	Iteration 102Q: 3 clusters Score -968939.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -968942.125000 Penalty: 877.208374
	Iteration 103Q: 3 clusters Score -968942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -968944.437500 Penalty: 877.208374
	Iteration 104Q: 3 clusters Score -968944.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -968947.437500 Penalty: 877.208374
	Iteration 105Q: 3 clusters Score -968947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -968946.062500 Penalty: 877.208374
	Iteration 106Q: 3 clusters Score -968946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -968948.750000 Penalty: 877.208374
	Iteration 107Q: 3 clusters Score -968948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -968948.812500 Penalty: 877.208374
	Iteration 108Q: 3 clusters Score -968948.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -968952.937500 Penalty: 877.208374
	Iteration 109Q: 3 clusters Score -968952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -968955.000000 Penalty: 877.208374
	Iteration 110Q: 3 clusters Score -968955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -968958.000000 Penalty: 877.208374
	Iteration 111Q: 3 clusters Score -968958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -968959.312500 Penalty: 877.208374
	Iteration 112Q: 3 clusters Score -968959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -968962.500000 Penalty: 877.208374
	Iteration 113Q: 3 clusters Score -968962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -968962.625000 Penalty: 877.208374
	Iteration 114Q: 3 clusters Score -968962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -968964.437500 Penalty: 877.208374
	Iteration 115Q: 3 clusters Score -968964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -968966.250000 Penalty: 877.208374
	Iteration 116Q: 3 clusters Score -968966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -968969.500000 Penalty: 877.208374
	Iteration 117Q: 3 clusters Score -968969.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -968970.687500 Penalty: 877.208374
	Iteration 118Q: 3 clusters Score -968970.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -968973.562500 Penalty: 877.208374
	Iteration 119Q: 3 clusters Score -968973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -968973.750000 Penalty: 877.208374
	Iteration 120F: 3 clusters Score -968973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -968974.062500 Penalty: 877.208374
	Iteration 121Q: 3 clusters Score -968974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -968976.750000 Penalty: 877.208374
	Iteration 122Q: 3 clusters Score -968976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -968976.937500 Penalty: 877.208374
	Iteration 123Q: 3 clusters Score -968976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -968979.312500 Penalty: 877.208374
	Iteration 124Q: 3 clusters Score -968979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -968979.562500 Penalty: 877.208374
	Iteration 125Q: 3 clusters Score -968979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -968981.500000 Penalty: 877.208374
	Iteration 126Q: 3 clusters Score -968981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -968983.750000 Penalty: 877.208374
	Iteration 127Q: 3 clusters Score -968983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -968986.750000 Penalty: 877.208374
	Iteration 128Q: 3 clusters Score -968986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -968988.500000 Penalty: 877.208374
	Iteration 129Q: 3 clusters Score -968988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -968988.750000 Penalty: 877.208374
	Iteration 130Q: 3 clusters Score -968988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -968988.312500 Penalty: 877.208374
	Iteration 131Q: 3 clusters Score -968988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -968991.437500 Penalty: 877.208374
	Iteration 132Q: 3 clusters Score -968991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -968994.250000 Penalty: 877.208374
	Iteration 133Q: 3 clusters Score -968994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -968994.937500 Penalty: 877.208374
	Iteration 134Q: 3 clusters Score -968994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -969000.500000 Penalty: 877.208374
	Iteration 135Q: 3 clusters Score -969000.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -969004.687500 Penalty: 877.208374
	Iteration 136Q: 3 clusters Score -969004.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -969005.875000 Penalty: 877.208374
	Iteration 137Q: 3 clusters Score -969005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -969009.062500 Penalty: 877.208374
	Iteration 138Q: 3 clusters Score -969009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -969007.437500 Penalty: 877.208374
	Iteration 139Q: 3 clusters Score -969007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -969009.000000 Penalty: 877.208374
	Iteration 140F: 3 clusters Score -969009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -969010.125000 Penalty: 877.208374
	Iteration 141Q: 3 clusters Score -969010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -969009.562500 Penalty: 877.208374
	Iteration 142Q: 3 clusters Score -969009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -969010.312500 Penalty: 877.208374
	Iteration 143Q: 3 clusters Score -969010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -969011.625000 Penalty: 877.208374
	Iteration 144Q: 3 clusters Score -969011.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -969013.937500 Penalty: 877.208374
	Iteration 145Q: 3 clusters Score -969013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -969014.125000 Penalty: 877.208374
	Iteration 146Q: 3 clusters Score -969014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -969015.250000 Penalty: 877.208374
	Iteration 147Q: 3 clusters Score -969015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -969015.812500 Penalty: 877.208374
	Iteration 148Q: 3 clusters Score -969015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -969016.125000 Penalty: 877.208374
	Iteration 149Q: 3 clusters Score -969016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -969016.125000 Penalty: 877.208374
	Iteration 150F: 3 clusters Score -969016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -96045.242188 Penalty: 339.869263
	Iteration 0F: 2 clusters Score -96045.24 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 884 members 
Entering Unmasked Estep 
Score: -94783.101562 Penalty: 679.738525
	Iteration 0F: 3 clusters Score -94783.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -95242.609375 Penalty: 679.738525
	Iteration 1F: 3 clusters Score -95242.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -95317.648438 Penalty: 679.738525
	Iteration 2F: 3 clusters Score -95317.65 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -95401.023438 Penalty: 679.738525
	Iteration 3F: 3 clusters Score -95401.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -95459.945312 Penalty: 679.738525
	Iteration 4F: 3 clusters Score -95459.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -95507.742188 Penalty: 679.738525
	Iteration 5Q: 3 clusters Score -95507.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -95549.226562 Penalty: 679.738525
	Iteration 6Q: 3 clusters Score -95549.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -95580.125000 Penalty: 679.738525
	Iteration 7Q: 3 clusters Score -95580.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -95598.468750 Penalty: 679.738525
	Iteration 8Q: 3 clusters Score -95598.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -95612.835938 Penalty: 679.738525
	Iteration 9Q: 3 clusters Score -95612.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -95626.328125 Penalty: 679.738525
	Iteration 10Q: 3 clusters Score -95626.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -95635.375000 Penalty: 679.738525
	Iteration 11Q: 3 clusters Score -95635.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -95647.898438 Penalty: 679.738525
	Iteration 12Q: 3 clusters Score -95647.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -95656.007812 Penalty: 679.738525
	Iteration 13Q: 3 clusters Score -95656.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -95664.203125 Penalty: 679.738525
	Iteration 14Q: 3 clusters Score -95664.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -95674.921875 Penalty: 679.738525
	Iteration 15Q: 3 clusters Score -95674.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -95686.226562 Penalty: 679.738525
	Iteration 16Q: 3 clusters Score -95686.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -95695.976562 Penalty: 679.738525
	Iteration 17Q: 3 clusters Score -95695.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -95705.132812 Penalty: 679.738525
	Iteration 18Q: 3 clusters Score -95705.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -95710.367188 Penalty: 679.738525
	Iteration 19Q: 3 clusters Score -95710.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -95719.484375 Penalty: 679.738525
	Iteration 20F: 3 clusters Score -95719.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -95728.343750 Penalty: 679.738525
	Iteration 21Q: 3 clusters Score -95728.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -95738.257812 Penalty: 679.738525
	Iteration 22Q: 3 clusters Score -95738.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -95746.492188 Penalty: 679.738525
	Iteration 23Q: 3 clusters Score -95746.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -95752.070312 Penalty: 679.738525
	Iteration 24Q: 3 clusters Score -95752.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -95755.726562 Penalty: 679.738525
	Iteration 25Q: 3 clusters Score -95755.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -95761.257812 Penalty: 679.738525
	Iteration 26Q: 3 clusters Score -95761.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -95764.539062 Penalty: 679.738525
	Iteration 27Q: 3 clusters Score -95764.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -95771.843750 Penalty: 679.738525
	Iteration 28Q: 3 clusters Score -95771.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -95780.851562 Penalty: 679.738525
	Iteration 29Q: 3 clusters Score -95780.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -95788.250000 Penalty: 679.738525
	Iteration 30Q: 3 clusters Score -95788.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -95794.406250 Penalty: 679.738525
	Iteration 31Q: 3 clusters Score -95794.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -95796.093750 Penalty: 679.738525
	Iteration 32Q: 3 clusters Score -95796.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -95800.007812 Penalty: 679.738525
	Iteration 33Q: 3 clusters Score -95800.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -95803.054688 Penalty: 679.738525
	Iteration 34Q: 3 clusters Score -95803.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -95807.968750 Penalty: 679.738525
	Iteration 35Q: 3 clusters Score -95807.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -95811.000000 Penalty: 679.738525
	Iteration 36Q: 3 clusters Score -95811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -95816.203125 Penalty: 679.738525
	Iteration 37Q: 3 clusters Score -95816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -95820.031250 Penalty: 679.738525
	Iteration 38Q: 3 clusters Score -95820.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -95822.476562 Penalty: 679.738525
	Iteration 39Q: 3 clusters Score -95822.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -95823.921875 Penalty: 679.738525
	Iteration 40F: 3 clusters Score -95823.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60911.535156 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60911.54 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61191.097656 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61191.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61233.585938 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61233.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -61254.066406 Penalty: 637.113342
	Iteration 3Q: 3 clusters Score -61254.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -61266.859375 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61266.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -61279.617188 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61279.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61289.035156 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61289.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -61296.054688 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61296.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -61304.042969 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61304.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -61323.164062 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61323.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -61333.914062 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61333.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -61344.437500 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61344.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -61348.671875 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61348.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -61353.878906 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61353.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -61361.265625 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61361.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -61369.011719 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61369.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -61378.000000 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -61388.195312 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61388.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -61397.933594 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61397.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -61407.812500 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61407.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -61422.113281 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61422.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -61442.062500 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61442.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -61448.671875 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61448.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -61452.222656 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61452.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -61455.769531 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61455.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -61458.777344 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61458.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -61460.710938 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61460.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -61460.710938 Penalty: 637.113342
	Iteration 27F: 3 clusters Score -61460.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 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 237 members 
Entering Unmasked Estep 
Score: -27116.792969 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27116.79 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27258.669922 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27258.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27286.302734 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27286.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27304.601562 Penalty: 564.798401
	Iteration 3Q: 3 clusters Score -27304.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27321.246094 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27321.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27335.464844 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27335.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27350.638672 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27350.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27366.669922 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27366.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27379.839844 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27379.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27387.496094 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27395.046875 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27395.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27400.314453 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27400.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27404.320312 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -27404.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27410.787109 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -27410.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27417.007812 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -27417.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27419.783203 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -27419.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27421.787109 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -27421.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27427.560547 Penalty: 564.798401
	Iteration 17Q: 3 clusters Score -27427.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27430.410156 Penalty: 564.798401
	Iteration 18Q: 3 clusters Score -27430.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27433.457031 Penalty: 564.798401
	Iteration 19Q: 3 clusters Score -27433.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27435.562500 Penalty: 564.798401
	Iteration 20F: 3 clusters Score -27435.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27437.871094 Penalty: 564.798401
	Iteration 21Q: 3 clusters Score -27437.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27439.798828 Penalty: 564.798401
	Iteration 22Q: 3 clusters Score -27439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27441.908203 Penalty: 564.798401
	Iteration 23Q: 3 clusters Score -27441.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27443.138672 Penalty: 564.798401
	Iteration 24Q: 3 clusters Score -27443.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27443.138672 Penalty: 564.798401
	Iteration 25F: 3 clusters Score -27443.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5163.892578 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5163.893 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 45 members 
Entering Unmasked Estep 
Score: -4966.146973 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4966.147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5018.544434 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5018.544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5045.025879 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5045.026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5059.589355 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5059.589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5066.070801 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5066.071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5066.070801 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5066.071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4652.072754 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4652.073 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 43 members 
Entering Unmasked Estep 
Score: -4468.175781 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4468.176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4490.341797 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4490.342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4503.158203 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -4503.158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4509.722168 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4509.722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4509.722168 Penalty: 410.488220
	Iteration 4F: 3 clusters Score -4509.722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Entering Unmasked Estep 
Score: -9984831.000000 Penalty: 548.355652
	Iteration 0F: 2 clusters Score -9984831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -9874894.000000 Penalty: 1096.711304
	Iteration 0F: 3 clusters Score -9874894 nChanged 84241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -9927729.000000 Penalty: 1096.711304
	Iteration 1F: 3 clusters Score -9927729 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -9932085.000000 Penalty: 1096.711304
	Iteration 2Q: 3 clusters Score -9932085 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -9939194.000000 Penalty: 1096.711304
	Iteration 3F: 3 clusters Score -9939194 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -9949160.000000 Penalty: 1096.711304
	Iteration 4F: 3 clusters Score -9949160 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -9957090.000000 Penalty: 1096.711304
	Iteration 5F: 3 clusters Score -9957090 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -9960243.000000 Penalty: 1096.711304
	Iteration 6Q: 3 clusters Score -9960243 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -9961579.000000 Penalty: 1096.711304
	Iteration 7Q: 3 clusters Score -9961579 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -9962559.000000 Penalty: 1096.711304
	Iteration 8Q: 3 clusters Score -9962559 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -9963621.000000 Penalty: 1096.711304
	Iteration 9Q: 3 clusters Score -9963621 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125586 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -9964894.000000 Penalty: 1096.711304
	Iteration 10Q: 3 clusters Score -9964894 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130137 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -9966440.000000 Penalty: 1096.711304
	Iteration 11Q: 3 clusters Score -9966440 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -9968510.000000 Penalty: 1096.711304
	Iteration 12Q: 3 clusters Score -9968510 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -9970897.000000 Penalty: 1096.711304
	Iteration 13Q: 3 clusters Score -9970897 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -9973296.000000 Penalty: 1096.711304
	Iteration 14Q: 3 clusters Score -9973296 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -9976057.000000 Penalty: 1096.711304
	Iteration 15Q: 3 clusters Score -9976057 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159064 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -9978379.000000 Penalty: 1096.711304
	Iteration 16Q: 3 clusters Score -9978379 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -9980328.000000 Penalty: 1096.711304
	Iteration 17Q: 3 clusters Score -9980328 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166549 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -9981868.000000 Penalty: 1096.711304
	Iteration 18Q: 3 clusters Score -9981868 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -9983006.000000 Penalty: 1096.711304
	Iteration 19Q: 3 clusters Score -9983006 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169793 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9983886.000000 Penalty: 1096.711304
	Iteration 20F: 3 clusters Score -9983886 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9984300.000000 Penalty: 1096.711304
	Iteration 21Q: 3 clusters Score -9984300 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171045 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9984361.000000 Penalty: 1096.711304
	Iteration 22Q: 3 clusters Score -9984361 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9984396.000000 Penalty: 1096.711304
	Iteration 23Q: 3 clusters Score -9984396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9984384.000000 Penalty: 1096.711304
	Iteration 24Q: 3 clusters Score -9984384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171274 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9984395.000000 Penalty: 1096.711304
	Iteration 25Q: 3 clusters Score -9984395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9984418.000000 Penalty: 1096.711304
	Iteration 26Q: 3 clusters Score -9984418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9984430.000000 Penalty: 1096.711304
	Iteration 27Q: 3 clusters Score -9984430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9984419.000000 Penalty: 1096.711304
	Iteration 28Q: 3 clusters Score -9984419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171299 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9984416.000000 Penalty: 1096.711304
	Iteration 29Q: 3 clusters Score -9984416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171303 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9984416.000000 Penalty: 1096.711304
	Iteration 30Q: 3 clusters Score -9984416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171305 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9984422.000000 Penalty: 1096.711304
	Iteration 31Q: 3 clusters Score -9984422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9984421.000000 Penalty: 1096.711304
	Iteration 32Q: 3 clusters Score -9984421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9984421.000000 Penalty: 1096.711304
	Iteration 33F: 3 clusters Score -9984421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 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 98 members 
Entering Unmasked Estep 
Score: -9958.043945 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9958.044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10108.978516 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10108.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10169.116211 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10169.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10214.335938 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -10214.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10261.394531 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -10261.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10323.014648 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -10323.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10327.075195 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10327.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10331.186523 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10331.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10331.870117 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10331.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10331.870117 Penalty: 488.728058
	Iteration 9F: 3 clusters Score -10331.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28349 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171403 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22006 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124417 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Mstep: Class 30 contains 70 members 
Entering Unmasked Estep 
Score: -23056784.000000 Penalty: 17636.460938
Splitting cluster 20 changes total score from -23056980.000000 to -23056784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -52933.195312 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52933.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53173.300781 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53173.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53222.777344 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53222.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53259.738281 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -53259.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -53280.421875 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53280.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -53300.656250 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53300.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53323.117188 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53323.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53341.882812 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53341.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -53356.039062 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53356.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -53365.949219 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53365.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -53374.035156 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53374.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -53381.183594 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53381.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -53391.621094 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53391.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -53396.230469 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53396.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -53398.917969 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53398.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53404.539062 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53404.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -53408.746094 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53408.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -53411.777344 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53411.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -53414.785156 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53414.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -53416.457031 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53416.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -53417.664062 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53417.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Entering Unmasked Estep 
Score: -1365950.125000 Penalty: 454.957703
	Iteration 0F: 2 clusters Score -1365950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1351163.375000 Penalty: 909.915405
	Iteration 0F: 3 clusters Score -1351163 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1357652.125000 Penalty: 909.915405
	Iteration 1F: 3 clusters Score -1357652 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1358205.000000 Penalty: 909.915405
	Iteration 2F: 3 clusters Score -1358205 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1359084.125000 Penalty: 909.915405
	Iteration 3F: 3 clusters Score -1359084 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1360356.125000 Penalty: 909.915405
	Iteration 4F: 3 clusters Score -1360356 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1361910.000000 Penalty: 909.915405
	Iteration 5F: 3 clusters Score -1361910 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1362923.625000 Penalty: 909.915405
	Iteration 6F: 3 clusters Score -1362924 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1363267.125000 Penalty: 909.915405
	Iteration 7Q: 3 clusters Score -1363267 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1363428.375000 Penalty: 909.915405
	Iteration 8Q: 3 clusters Score -1363428 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1363575.750000 Penalty: 909.915405
	Iteration 9Q: 3 clusters Score -1363576 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1363716.250000 Penalty: 909.915405
	Iteration 10Q: 3 clusters Score -1363716 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1363835.000000 Penalty: 909.915405
	Iteration 11Q: 3 clusters Score -1363835 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1363931.375000 Penalty: 909.915405
	Iteration 12Q: 3 clusters Score -1363931 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1364003.875000 Penalty: 909.915405
	Iteration 13Q: 3 clusters Score -1364004 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1364068.500000 Penalty: 909.915405
	Iteration 14Q: 3 clusters Score -1364068 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1364115.625000 Penalty: 909.915405
	Iteration 15Q: 3 clusters Score -1364116 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1364157.875000 Penalty: 909.915405
	Iteration 16Q: 3 clusters Score -1364158 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1364198.625000 Penalty: 909.915405
	Iteration 17Q: 3 clusters Score -1364199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1364224.750000 Penalty: 909.915405
	Iteration 18Q: 3 clusters Score -1364225 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1364254.250000 Penalty: 909.915405
	Iteration 19Q: 3 clusters Score -1364254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1364286.500000 Penalty: 909.915405
	Iteration 20F: 3 clusters Score -1364286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1364312.000000 Penalty: 909.915405
	Iteration 21Q: 3 clusters Score -1364312 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1364341.750000 Penalty: 909.915405
	Iteration 22Q: 3 clusters Score -1364342 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1364356.500000 Penalty: 909.915405
	Iteration 23Q: 3 clusters Score -1364356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1364393.125000 Penalty: 909.915405
	Iteration 24Q: 3 clusters Score -1364393 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1364411.375000 Penalty: 909.915405
	Iteration 25Q: 3 clusters Score -1364411 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1364443.125000 Penalty: 909.915405
	Iteration 26Q: 3 clusters Score -1364443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1364460.000000 Penalty: 909.915405
	Iteration 27Q: 3 clusters Score -1364460 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1364478.875000 Penalty: 909.915405
	Iteration 28Q: 3 clusters Score -1364479 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1364514.250000 Penalty: 909.915405
	Iteration 29Q: 3 clusters Score -1364514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1364535.000000 Penalty: 909.915405
	Iteration 30Q: 3 clusters Score -1364535 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1364567.125000 Penalty: 909.915405
	Iteration 31Q: 3 clusters Score -1364567 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1364605.375000 Penalty: 909.915405
	Iteration 32Q: 3 clusters Score -1364605 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1364641.500000 Penalty: 909.915405
	Iteration 33Q: 3 clusters Score -1364642 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1364677.750000 Penalty: 909.915405
	Iteration 34Q: 3 clusters Score -1364678 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1364718.125000 Penalty: 909.915405
	Iteration 35Q: 3 clusters Score -1364718 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1364754.125000 Penalty: 909.915405
	Iteration 36Q: 3 clusters Score -1364754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1364797.000000 Penalty: 909.915405
	Iteration 37Q: 3 clusters Score -1364797 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1364838.000000 Penalty: 909.915405
	Iteration 38Q: 3 clusters Score -1364838 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1364882.875000 Penalty: 909.915405
	Iteration 39Q: 3 clusters Score -1364883 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1364925.625000 Penalty: 909.915405
	Iteration 40F: 3 clusters Score -1364926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1364961.375000 Penalty: 909.915405
	Iteration 41Q: 3 clusters Score -1364961 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1364995.625000 Penalty: 909.915405
	Iteration 42Q: 3 clusters Score -1364996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1365021.750000 Penalty: 909.915405
	Iteration 43Q: 3 clusters Score -1365022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1365041.875000 Penalty: 909.915405
	Iteration 44Q: 3 clusters Score -1365042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1365062.250000 Penalty: 909.915405
	Iteration 45Q: 3 clusters Score -1365062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1365085.500000 Penalty: 909.915405
	Iteration 46Q: 3 clusters Score -1365086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1365107.000000 Penalty: 909.915405
	Iteration 47Q: 3 clusters Score -1365107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1365122.500000 Penalty: 909.915405
	Iteration 48Q: 3 clusters Score -1365122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1365130.750000 Penalty: 909.915405
	Iteration 49Q: 3 clusters Score -1365131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1365142.625000 Penalty: 909.915405
	Iteration 50Q: 3 clusters Score -1365143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1365158.500000 Penalty: 909.915405
	Iteration 51Q: 3 clusters Score -1365158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1365168.375000 Penalty: 909.915405
	Iteration 52Q: 3 clusters Score -1365168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1365184.500000 Penalty: 909.915405
	Iteration 53Q: 3 clusters Score -1365184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1365214.250000 Penalty: 909.915405
	Iteration 54Q: 3 clusters Score -1365214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1365231.750000 Penalty: 909.915405
	Iteration 55Q: 3 clusters Score -1365232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1365249.250000 Penalty: 909.915405
	Iteration 56Q: 3 clusters Score -1365249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1365264.875000 Penalty: 909.915405
	Iteration 57Q: 3 clusters Score -1365265 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1365286.875000 Penalty: 909.915405
	Iteration 58Q: 3 clusters Score -1365287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1365306.500000 Penalty: 909.915405
	Iteration 59Q: 3 clusters Score -1365306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1365322.125000 Penalty: 909.915405
	Iteration 60F: 3 clusters Score -1365322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1365335.000000 Penalty: 909.915405
	Iteration 61Q: 3 clusters Score -1365335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1365345.875000 Penalty: 909.915405
	Iteration 62Q: 3 clusters Score -1365346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1365358.875000 Penalty: 909.915405
	Iteration 63Q: 3 clusters Score -1365359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1365370.875000 Penalty: 909.915405
	Iteration 64Q: 3 clusters Score -1365371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1365382.500000 Penalty: 909.915405
	Iteration 65Q: 3 clusters Score -1365382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1365397.125000 Penalty: 909.915405
	Iteration 66Q: 3 clusters Score -1365397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1365413.000000 Penalty: 909.915405
	Iteration 67Q: 3 clusters Score -1365413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1365425.250000 Penalty: 909.915405
	Iteration 68Q: 3 clusters Score -1365425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1365441.500000 Penalty: 909.915405
	Iteration 69Q: 3 clusters Score -1365442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1365456.625000 Penalty: 909.915405
	Iteration 70Q: 3 clusters Score -1365457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1365471.125000 Penalty: 909.915405
	Iteration 71Q: 3 clusters Score -1365471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1365482.625000 Penalty: 909.915405
	Iteration 72Q: 3 clusters Score -1365483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1365490.625000 Penalty: 909.915405
	Iteration 73Q: 3 clusters Score -1365491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1365495.750000 Penalty: 909.915405
	Iteration 74Q: 3 clusters Score -1365496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1365506.875000 Penalty: 909.915405
	Iteration 75Q: 3 clusters Score -1365507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1365515.250000 Penalty: 909.915405
	Iteration 76Q: 3 clusters Score -1365515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1365523.750000 Penalty: 909.915405
	Iteration 77Q: 3 clusters Score -1365524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1365529.375000 Penalty: 909.915405
	Iteration 78Q: 3 clusters Score -1365529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1365533.875000 Penalty: 909.915405
	Iteration 79Q: 3 clusters Score -1365534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1365536.625000 Penalty: 909.915405
	Iteration 80F: 3 clusters Score -1365537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1365536.250000 Penalty: 909.915405
	Iteration 81Q: 3 clusters Score -1365536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1365539.125000 Penalty: 909.915405
	Iteration 82Q: 3 clusters Score -1365539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1365542.375000 Penalty: 909.915405
	Iteration 83Q: 3 clusters Score -1365542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1365544.250000 Penalty: 909.915405
	Iteration 84Q: 3 clusters Score -1365544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1365545.875000 Penalty: 909.915405
	Iteration 85Q: 3 clusters Score -1365546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1365547.750000 Penalty: 909.915405
	Iteration 86Q: 3 clusters Score -1365548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1365548.250000 Penalty: 909.915405
	Iteration 87Q: 3 clusters Score -1365548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1365549.000000 Penalty: 909.915405
	Iteration 88Q: 3 clusters Score -1365549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1365550.250000 Penalty: 909.915405
	Iteration 89Q: 3 clusters Score -1365550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1365552.500000 Penalty: 909.915405
	Iteration 90Q: 3 clusters Score -1365552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1365556.000000 Penalty: 909.915405
	Iteration 91Q: 3 clusters Score -1365556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1365556.375000 Penalty: 909.915405
	Iteration 92Q: 3 clusters Score -1365556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1365558.000000 Penalty: 909.915405
	Iteration 93Q: 3 clusters Score -1365558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1365568.750000 Penalty: 909.915405
	Iteration 94Q: 3 clusters Score -1365569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1365572.875000 Penalty: 909.915405
	Iteration 95Q: 3 clusters Score -1365573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1365579.750000 Penalty: 909.915405
	Iteration 96Q: 3 clusters Score -1365580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1365583.250000 Penalty: 909.915405
	Iteration 97Q: 3 clusters Score -1365583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1365588.000000 Penalty: 909.915405
	Iteration 98Q: 3 clusters Score -1365588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1365584.125000 Penalty: 909.915405
	Iteration 99Q: 3 clusters Score -1365584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1365587.500000 Penalty: 909.915405
	Iteration 100F: 3 clusters Score -1365588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1365588.250000 Penalty: 909.915405
	Iteration 101Q: 3 clusters Score -1365588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1365588.250000 Penalty: 909.915405
	Iteration 102F: 3 clusters Score -1365588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1301.850098 Penalty: 315.381958
	Iteration 0F: 3 clusters Score -1301.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1304.807983 Penalty: 315.381958
	Iteration 1Q: 3 clusters Score -1304.808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1304.807983 Penalty: 315.381958
	Iteration 2F: 3 clusters Score -1304.808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -20923.417969 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -20923.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20516.527344 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -20516.53 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20628.708984 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -20628.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20655.781250 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -20655.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20675.613281 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -20675.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20693.550781 Penalty: 540.794739
	Iteration 4F: 3 clusters Score -20693.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20703.775391 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -20703.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20710.546875 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -20710.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20713.853516 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -20713.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20714.517578 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -20714.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20716.746094 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -20716.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20724.130859 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -20724.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20733.429688 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -20733.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20748.580078 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -20748.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20759.888672 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -20759.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20769.705078 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -20769.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20777.945312 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -20777.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20789.470703 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -20789.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20803.798828 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -20803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20817.429688 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -20817.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20836.126953 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -20836.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20841.820312 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -20841.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20847.500000 Penalty: 540.794739
	Iteration 21Q: 3 clusters Score -20847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20851.015625 Penalty: 540.794739
	Iteration 22Q: 3 clusters Score -20851.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20856.228516 Penalty: 540.794739
	Iteration 23Q: 3 clusters Score -20856.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20858.505859 Penalty: 540.794739
	Iteration 24Q: 3 clusters Score -20858.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20863.136719 Penalty: 540.794739
	Iteration 25Q: 3 clusters Score -20863.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20867.201172 Penalty: 540.794739
	Iteration 26Q: 3 clusters Score -20867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20877.455078 Penalty: 540.794739
	Iteration 27Q: 3 clusters Score -20877.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20888.951172 Penalty: 540.794739
	Iteration 28Q: 3 clusters Score -20888.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20892.761719 Penalty: 540.794739
	Iteration 29Q: 3 clusters Score -20892.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20892.761719 Penalty: 540.794739
	Iteration 30F: 3 clusters Score -20892.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -12139.088867 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -12139.09 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 111 members 
Entering Unmasked Estep 
Score: -11841.100586 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11841.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11924.020508 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11924.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11966.753906 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11966.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11988.051758 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11988.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11995.874023 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11995.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12002.521484 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -12002.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12008.751953 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -12008.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12010.722656 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -12010.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12010.722656 Penalty: 495.653107
	Iteration 8F: 3 clusters Score -12010.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8083.310547 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8083.311 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 82 members 
Entering Unmasked Estep 
Score: -7899.307129 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7899.307 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8080.646973 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -8080.647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8135.294434 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -8135.294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8160.275391 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -8160.275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8164.562988 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -8164.563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8164.562988 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -8164.563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28349 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171403 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22006 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 49 members 
Mstep: Class 27 contains 124417 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Mstep: Class 30 contains 127 members 
Entering Unmasked Estep 
Score: -23056744.000000 Penalty: 17636.460938
Splitting cluster 26 changes total score from -23056980.000000 to -23056744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (124417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Entering Unmasked Estep 
Score: -7410796.500000 Penalty: 533.778442
	Iteration 0F: 2 clusters Score -7410796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -7328844.500000 Penalty: 1067.556885
	Iteration 0F: 3 clusters Score -7328844 nChanged 61100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -7369218.500000 Penalty: 1067.556885
	Iteration 1F: 3 clusters Score -7369218 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -7372185.500000 Penalty: 1067.556885
	Iteration 2F: 3 clusters Score -7372186 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -7376686.500000 Penalty: 1067.556885
	Iteration 3F: 3 clusters Score -7376686 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -7383033.000000 Penalty: 1067.556885
	Iteration 4F: 3 clusters Score -7383033 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -7391410.000000 Penalty: 1067.556885
	Iteration 5F: 3 clusters Score -7391410 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -7399246.500000 Penalty: 1067.556885
	Iteration 6F: 3 clusters Score -7399246 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -7404509.000000 Penalty: 1067.556885
	Iteration 7Q: 3 clusters Score -7404509 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7407411.500000 Penalty: 1067.556885
	Iteration 8Q: 3 clusters Score -7407412 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122062 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7409033.000000 Penalty: 1067.556885
	Iteration 9Q: 3 clusters Score -7409033 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122979 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7409789.500000 Penalty: 1067.556885
	Iteration 10Q: 3 clusters Score -7409790 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123427 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7410147.000000 Penalty: 1067.556885
	Iteration 11Q: 3 clusters Score -7410147 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7410272.500000 Penalty: 1067.556885
	Iteration 12Q: 3 clusters Score -7410272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7410332.000000 Penalty: 1067.556885
	Iteration 13Q: 3 clusters Score -7410332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123844 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7410330.000000 Penalty: 1067.556885
	Iteration 14Q: 3 clusters Score -7410330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7410342.500000 Penalty: 1067.556885
	Iteration 15Q: 3 clusters Score -7410342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123931 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7410346.500000 Penalty: 1067.556885
	Iteration 16Q: 3 clusters Score -7410346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123948 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7410358.500000 Penalty: 1067.556885
	Iteration 17Q: 3 clusters Score -7410358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123960 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7410371.000000 Penalty: 1067.556885
	Iteration 18Q: 3 clusters Score -7410371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123979 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7410367.500000 Penalty: 1067.556885
	Iteration 19Q: 3 clusters Score -7410368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7410382.000000 Penalty: 1067.556885
	Iteration 20F: 3 clusters Score -7410382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124002 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7410387.500000 Penalty: 1067.556885
	Iteration 21Q: 3 clusters Score -7410388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124019 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7410391.000000 Penalty: 1067.556885
	Iteration 22Q: 3 clusters Score -7410391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7410394.000000 Penalty: 1067.556885
	Iteration 23Q: 3 clusters Score -7410394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7410400.000000 Penalty: 1067.556885
	Iteration 24Q: 3 clusters Score -7410400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7410395.000000 Penalty: 1067.556885
	Iteration 25Q: 3 clusters Score -7410395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124053 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7410396.000000 Penalty: 1067.556885
	Iteration 26Q: 3 clusters Score -7410396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7410408.000000 Penalty: 1067.556885
	Iteration 27Q: 3 clusters Score -7410408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124064 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7410417.000000 Penalty: 1067.556885
	Iteration 28Q: 3 clusters Score -7410417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124066 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7410409.500000 Penalty: 1067.556885
	Iteration 29Q: 3 clusters Score -7410410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7410413.500000 Penalty: 1067.556885
	Iteration 30Q: 3 clusters Score -7410414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7410413.500000 Penalty: 1067.556885
	Iteration 31F: 3 clusters Score -7410414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9128.640625 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9128.641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8877.917969 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -8877.918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8924.334961 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -8924.335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8935.592773 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -8935.593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8939.891602 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -8939.892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8946.312500 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -8946.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8947.849609 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -8947.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8950.413086 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -8950.413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8950.961914 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -8950.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8950.961914 Penalty: 467.891388
	Iteration 8F: 3 clusters Score -8950.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -41768.699219 Penalty: 296.955536
	Iteration 0F: 2 clusters Score -41768.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41164.914062 Penalty: 593.911072
	Iteration 0F: 3 clusters Score -41164.91 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41345.488281 Penalty: 593.911072
	Iteration 1F: 3 clusters Score -41345.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41386.589844 Penalty: 593.911072
	Iteration 2F: 3 clusters Score -41386.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41417.250000 Penalty: 593.911072
	Iteration 3F: 3 clusters Score -41417.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -41444.441406 Penalty: 593.911072
	Iteration 4Q: 3 clusters Score -41444.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -41460.917969 Penalty: 593.911072
	Iteration 5Q: 3 clusters Score -41460.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -41475.343750 Penalty: 593.911072
	Iteration 6Q: 3 clusters Score -41475.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -41486.519531 Penalty: 593.911072
	Iteration 7Q: 3 clusters Score -41486.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41498.636719 Penalty: 593.911072
	Iteration 8Q: 3 clusters Score -41498.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -41512.136719 Penalty: 593.911072
	Iteration 9Q: 3 clusters Score -41512.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -41524.128906 Penalty: 593.911072
	Iteration 10Q: 3 clusters Score -41524.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41532.160156 Penalty: 593.911072
	Iteration 11Q: 3 clusters Score -41532.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41541.800781 Penalty: 593.911072
	Iteration 12Q: 3 clusters Score -41541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -41553.882812 Penalty: 593.911072
	Iteration 13Q: 3 clusters Score -41553.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41559.953125 Penalty: 593.911072
	Iteration 14Q: 3 clusters Score -41559.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -41563.613281 Penalty: 593.911072
	Iteration 15Q: 3 clusters Score -41563.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41566.058594 Penalty: 593.911072
	Iteration 16Q: 3 clusters Score -41566.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41567.183594 Penalty: 593.911072
	Iteration 17Q: 3 clusters Score -41567.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41568.761719 Penalty: 593.911072
	Iteration 18Q: 3 clusters Score -41568.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41571.003906 Penalty: 593.911072
	Iteration 19Q: 3 clusters Score -41571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -41572.468750 Penalty: 593.911072
	Iteration 20F: 3 clusters Score -41572.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -41572.980469 Penalty: 593.911072
	Iteration 21Q: 3 clusters Score -41572.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -41572.980469 Penalty: 593.911072
	Iteration 22F: 3 clusters Score -41572.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28349 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171403 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22006 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124417 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057012.000000 Penalty: 17048.580078
Iteration 439Q: 30 clusters Score -2.305701e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28364 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171407 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124411 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057004.000000 Penalty: 17048.580078
Iteration 440F: 30 clusters Score -2.3057e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9331 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28378 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171405 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22023 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124403 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056996.000000 Penalty: 17048.580078
Iteration 441Q: 30 clusters Score -2.3057e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28398 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171403 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22022 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124415 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057004.000000 Penalty: 17048.580078
Iteration 442Q: 30 clusters Score -2.3057e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9322 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 5137 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6772 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28416 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171407 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22021 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124420 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057020.000000 Penalty: 17048.580078
Iteration 443Q: 30 clusters Score -2.305702e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9317 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6762 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28435 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171407 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22019 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124429 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057034.000000 Penalty: 17048.580078
Iteration 444Q: 30 clusters Score -2.305703e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9315 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28449 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171401 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22020 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124434 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057066.000000 Penalty: 17048.580078
Iteration 445Q: 30 clusters Score -2.305707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9314 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28471 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171396 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22020 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124441 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057052.000000 Penalty: 17048.580078
Iteration 446Q: 30 clusters Score -2.305705e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28487 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171395 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22021 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124446 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057044.000000 Penalty: 17048.580078
Iteration 447Q: 30 clusters Score -2.305704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9307 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6732 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28501 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171389 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22023 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124449 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057020.000000 Penalty: 17048.580078
Iteration 448Q: 30 clusters Score -2.305702e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28513 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171391 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22023 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124447 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057024.000000 Penalty: 17048.580078
Iteration 449Q: 30 clusters Score -2.305702e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9303 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28517 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171389 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124442 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057026.000000 Penalty: 17048.580078
Iteration 450Q: 30 clusters Score -2.305703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9301 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28517 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171393 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22030 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124440 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057028.000000 Penalty: 17048.580078
Iteration 451Q: 30 clusters Score -2.305703e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9299 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 5156 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28521 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171394 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22035 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124435 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057036.000000 Penalty: 17048.580078
Iteration 452Q: 30 clusters Score -2.305704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9294 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6720 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28530 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171398 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22038 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124433 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057020.000000 Penalty: 17048.580078
Iteration 453Q: 30 clusters Score -2.305702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28535 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171397 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22044 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124425 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057026.000000 Penalty: 17048.580078
Iteration 454Q: 30 clusters Score -2.305703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28543 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171398 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22048 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124422 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057028.000000 Penalty: 17048.580078
Iteration 455Q: 30 clusters Score -2.305703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9300 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6715 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28546 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171401 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22052 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124417 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057044.000000 Penalty: 17048.580078
Iteration 456Q: 30 clusters Score -2.305704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28552 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171406 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22053 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124415 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057048.000000 Penalty: 17048.580078
Iteration 457Q: 30 clusters Score -2.305705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9290 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28554 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171408 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22053 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124418 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057052.000000 Penalty: 17048.580078
Iteration 458Q: 30 clusters Score -2.305705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28558 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171410 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124417 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057048.000000 Penalty: 17048.580078
Iteration 459Q: 30 clusters Score -2.305705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28561 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15364 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171418 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22052 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124415 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057042.000000 Penalty: 17048.580078
Iteration 460F: 30 clusters Score -2.305704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9275 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28563 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171424 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22055 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124410 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057056.000000 Penalty: 17048.580078
Iteration 461Q: 30 clusters Score -2.305706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171431 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22056 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124407 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057066.000000 Penalty: 17048.580078
Iteration 462Q: 30 clusters Score -2.305707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28564 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171437 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22055 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124405 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057066.000000 Penalty: 17048.580078
Iteration 463Q: 30 clusters Score -2.305707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9262 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28563 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171444 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22056 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124401 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057074.000000 Penalty: 17048.580078
Iteration 464Q: 30 clusters Score -2.305707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171446 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22057 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124398 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057082.000000 Penalty: 17048.580078
Iteration 465Q: 30 clusters Score -2.305708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28563 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171452 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22058 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124391 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057088.000000 Penalty: 17048.580078
Iteration 466Q: 30 clusters Score -2.305709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28563 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171456 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22058 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124386 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057088.000000 Penalty: 17048.580078
Iteration 467Q: 30 clusters Score -2.305709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28563 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22058 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124384 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057076.000000 Penalty: 17048.580078
Iteration 468Q: 30 clusters Score -2.305708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9264 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28564 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22059 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124382 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057096.000000 Penalty: 17048.580078
Iteration 469Q: 30 clusters Score -2.30571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28564 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22060 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124379 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057094.000000 Penalty: 17048.580078
Iteration 470Q: 30 clusters Score -2.305709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28564 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22061 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124378 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057094.000000 Penalty: 17048.580078
Iteration 471Q: 30 clusters Score -2.305709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171457 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22062 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124377 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057108.000000 Penalty: 17048.580078
Iteration 472Q: 30 clusters Score -2.305711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22064 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124374 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057100.000000 Penalty: 17048.580078
Iteration 473Q: 30 clusters Score -2.30571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171457 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22066 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124373 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057088.000000 Penalty: 17048.580078
Iteration 474Q: 30 clusters Score -2.305709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22068 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124370 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057100.000000 Penalty: 17048.580078
Iteration 475Q: 30 clusters Score -2.30571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171460 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22069 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124367 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057098.000000 Penalty: 17048.580078
Iteration 476Q: 30 clusters Score -2.30571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171459 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22071 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124366 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057098.000000 Penalty: 17048.580078
Iteration 477Q: 30 clusters Score -2.30571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171460 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124363 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057106.000000 Penalty: 17048.580078
Iteration 478Q: 30 clusters Score -2.305711e+07 nChanged 2
Entering ConstructFrom: 
Score: -23057106.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 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 779 members 
Entering Unmasked Estep 
Score: -84640.679688 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84640.68 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85012.304688 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -85012.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -85081.710938 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85081.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -85134.171875 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85134.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -85170.929688 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85170.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -85202.203125 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85202.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -85235.101562 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85235.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -85271.843750 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85271.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -85309.500000 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85309.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -85347.218750 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85347.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -85378.343750 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85378.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -85414.359375 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85414.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -85452.125000 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85452.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -85475.632812 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85475.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -85492.570312 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85492.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -85510.750000 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85510.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -85521.835938 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85521.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -85529.320312 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85529.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -85532.437500 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85532.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -85532.437500 Penalty: 666.708374
	Iteration 19F: 3 clusters Score -85532.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -534886.125000 Penalty: 415.596954
	Iteration 0F: 2 clusters Score -534886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -528670.312500 Penalty: 831.193909
	Iteration 0F: 3 clusters Score -528670.3 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -531086.562500 Penalty: 831.193909
	Iteration 1F: 3 clusters Score -531086.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -531215.000000 Penalty: 831.193909
	Iteration 2Q: 3 clusters Score -531215 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -531340.375000 Penalty: 831.193909
	Iteration 3Q: 3 clusters Score -531340.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -531488.750000 Penalty: 831.193909
	Iteration 4Q: 3 clusters Score -531488.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -531672.187500 Penalty: 831.193909
	Iteration 5Q: 3 clusters Score -531672.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -531872.437500 Penalty: 831.193909
	Iteration 6Q: 3 clusters Score -531872.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -532114.437500 Penalty: 831.193909
	Iteration 7Q: 3 clusters Score -532114.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -532392.187500 Penalty: 831.193909
	Iteration 8F: 3 clusters Score -532392.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -532704.750000 Penalty: 831.193909
	Iteration 9F: 3 clusters Score -532704.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -532982.937500 Penalty: 831.193909
	Iteration 10F: 3 clusters Score -532982.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -533231.125000 Penalty: 831.193909
	Iteration 11Q: 3 clusters Score -533231.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -533458.750000 Penalty: 831.193909
	Iteration 12Q: 3 clusters Score -533458.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -533631.562500 Penalty: 831.193909
	Iteration 13Q: 3 clusters Score -533631.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -533784.562500 Penalty: 831.193909
	Iteration 14Q: 3 clusters Score -533784.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -533902.125000 Penalty: 831.193909
	Iteration 15Q: 3 clusters Score -533902.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -533990.500000 Penalty: 831.193909
	Iteration 16Q: 3 clusters Score -533990.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -534064.312500 Penalty: 831.193909
	Iteration 17Q: 3 clusters Score -534064.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -534144.500000 Penalty: 831.193909
	Iteration 18Q: 3 clusters Score -534144.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -534225.875000 Penalty: 831.193909
	Iteration 19Q: 3 clusters Score -534225.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -534314.750000 Penalty: 831.193909
	Iteration 20F: 3 clusters Score -534314.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -534396.562500 Penalty: 831.193909
	Iteration 21Q: 3 clusters Score -534396.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -534450.187500 Penalty: 831.193909
	Iteration 22Q: 3 clusters Score -534450.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -534483.687500 Penalty: 831.193909
	Iteration 23Q: 3 clusters Score -534483.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -534514.625000 Penalty: 831.193909
	Iteration 24Q: 3 clusters Score -534514.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -534541.312500 Penalty: 831.193909
	Iteration 25Q: 3 clusters Score -534541.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -534567.812500 Penalty: 831.193909
	Iteration 26Q: 3 clusters Score -534567.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -534585.437500 Penalty: 831.193909
	Iteration 27Q: 3 clusters Score -534585.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -534596.562500 Penalty: 831.193909
	Iteration 28Q: 3 clusters Score -534596.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -534606.812500 Penalty: 831.193909
	Iteration 29Q: 3 clusters Score -534606.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -534615.625000 Penalty: 831.193909
	Iteration 30Q: 3 clusters Score -534615.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -534625.750000 Penalty: 831.193909
	Iteration 31Q: 3 clusters Score -534625.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -534634.812500 Penalty: 831.193909
	Iteration 32Q: 3 clusters Score -534634.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -534642.750000 Penalty: 831.193909
	Iteration 33Q: 3 clusters Score -534642.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -534651.000000 Penalty: 831.193909
	Iteration 34Q: 3 clusters Score -534651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -534660.562500 Penalty: 831.193909
	Iteration 35Q: 3 clusters Score -534660.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -534666.937500 Penalty: 831.193909
	Iteration 36Q: 3 clusters Score -534666.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -534673.000000 Penalty: 831.193909
	Iteration 37Q: 3 clusters Score -534673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -534683.312500 Penalty: 831.193909
	Iteration 38Q: 3 clusters Score -534683.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -534693.062500 Penalty: 831.193909
	Iteration 39Q: 3 clusters Score -534693.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -534703.437500 Penalty: 831.193909
	Iteration 40F: 3 clusters Score -534703.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -534710.750000 Penalty: 831.193909
	Iteration 41Q: 3 clusters Score -534710.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -534713.687500 Penalty: 831.193909
	Iteration 42Q: 3 clusters Score -534713.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -534716.687500 Penalty: 831.193909
	Iteration 43Q: 3 clusters Score -534716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -534717.812500 Penalty: 831.193909
	Iteration 44Q: 3 clusters Score -534717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -534717.750000 Penalty: 831.193909
	Iteration 45Q: 3 clusters Score -534717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -534718.500000 Penalty: 831.193909
	Iteration 46Q: 3 clusters Score -534718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -534718.500000 Penalty: 831.193909
	Iteration 47F: 3 clusters Score -534718.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -136107.796875 Penalty: 352.984741
	Iteration 0F: 2 clusters Score -136107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -134430.156250 Penalty: 705.969482
	Iteration 0F: 3 clusters Score -134430.2 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -135006.593750 Penalty: 705.969482
	Iteration 1F: 3 clusters Score -135006.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -135093.078125 Penalty: 705.969482
	Iteration 2F: 3 clusters Score -135093.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135171.796875 Penalty: 705.969482
	Iteration 3F: 3 clusters Score -135171.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135263.296875 Penalty: 705.969482
	Iteration 4F: 3 clusters Score -135263.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135349.578125 Penalty: 705.969482
	Iteration 5Q: 3 clusters Score -135349.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -135449.890625 Penalty: 705.969482
	Iteration 6F: 3 clusters Score -135449.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -135546.328125 Penalty: 705.969482
	Iteration 7Q: 3 clusters Score -135546.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -135618.312500 Penalty: 705.969482
	Iteration 8Q: 3 clusters Score -135618.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -135662.718750 Penalty: 705.969482
	Iteration 9Q: 3 clusters Score -135662.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -135694.593750 Penalty: 705.969482
	Iteration 10Q: 3 clusters Score -135694.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -135723.546875 Penalty: 705.969482
	Iteration 11Q: 3 clusters Score -135723.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -135744.921875 Penalty: 705.969482
	Iteration 12Q: 3 clusters Score -135744.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -135758.140625 Penalty: 705.969482
	Iteration 13Q: 3 clusters Score -135758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -135766.015625 Penalty: 705.969482
	Iteration 14Q: 3 clusters Score -135766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -135770.187500 Penalty: 705.969482
	Iteration 15Q: 3 clusters Score -135770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -135773.328125 Penalty: 705.969482
	Iteration 16Q: 3 clusters Score -135773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -135781.390625 Penalty: 705.969482
	Iteration 17Q: 3 clusters Score -135781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -135785.734375 Penalty: 705.969482
	Iteration 18Q: 3 clusters Score -135785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -135786.937500 Penalty: 705.969482
	Iteration 19Q: 3 clusters Score -135786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -135786.937500 Penalty: 705.969482
	Iteration 20F: 3 clusters Score -135786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -236485.859375 Penalty: 379.174713
	Iteration 0F: 2 clusters Score -236485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -233675.875000 Penalty: 758.349426
	Iteration 0F: 3 clusters Score -233675.9 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -234639.828125 Penalty: 758.349426
	Iteration 1F: 3 clusters Score -234639.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -234777.578125 Penalty: 758.349426
	Iteration 2F: 3 clusters Score -234777.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -234897.500000 Penalty: 758.349426
	Iteration 3F: 3 clusters Score -234897.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -235007.593750 Penalty: 758.349426
	Iteration 4F: 3 clusters Score -235007.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -235096.640625 Penalty: 758.349426
	Iteration 5Q: 3 clusters Score -235096.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -235199.765625 Penalty: 758.349426
	Iteration 6Q: 3 clusters Score -235199.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -235325.515625 Penalty: 758.349426
	Iteration 7Q: 3 clusters Score -235325.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -235442.046875 Penalty: 758.349426
	Iteration 8Q: 3 clusters Score -235442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -235561.796875 Penalty: 758.349426
	Iteration 9Q: 3 clusters Score -235561.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -235633.562500 Penalty: 758.349426
	Iteration 10Q: 3 clusters Score -235633.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -235670.531250 Penalty: 758.349426
	Iteration 11Q: 3 clusters Score -235670.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -235685.015625 Penalty: 758.349426
	Iteration 12Q: 3 clusters Score -235685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -235693.859375 Penalty: 758.349426
	Iteration 13Q: 3 clusters Score -235693.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -235700.500000 Penalty: 758.349426
	Iteration 14Q: 3 clusters Score -235700.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -235708.140625 Penalty: 758.349426
	Iteration 15Q: 3 clusters Score -235708.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -235714.781250 Penalty: 758.349426
	Iteration 16Q: 3 clusters Score -235714.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -235721.281250 Penalty: 758.349426
	Iteration 17Q: 3 clusters Score -235721.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -235729.359375 Penalty: 758.349426
	Iteration 18Q: 3 clusters Score -235729.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -235740.156250 Penalty: 758.349426
	Iteration 19Q: 3 clusters Score -235740.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -235748.875000 Penalty: 758.349426
	Iteration 20F: 3 clusters Score -235748.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -235762.437500 Penalty: 758.349426
	Iteration 21Q: 3 clusters Score -235762.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -235775.062500 Penalty: 758.349426
	Iteration 22Q: 3 clusters Score -235775.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -235787.671875 Penalty: 758.349426
	Iteration 23Q: 3 clusters Score -235787.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -235803.468750 Penalty: 758.349426
	Iteration 24Q: 3 clusters Score -235803.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -235816.421875 Penalty: 758.349426
	Iteration 25Q: 3 clusters Score -235816.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -235822.281250 Penalty: 758.349426
	Iteration 26Q: 3 clusters Score -235822.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -235828.062500 Penalty: 758.349426
	Iteration 27Q: 3 clusters Score -235828.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -235834.156250 Penalty: 758.349426
	Iteration 28Q: 3 clusters Score -235834.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -235837.921875 Penalty: 758.349426
	Iteration 29Q: 3 clusters Score -235837.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -235844.281250 Penalty: 758.349426
	Iteration 30Q: 3 clusters Score -235844.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -235853.390625 Penalty: 758.349426
	Iteration 31Q: 3 clusters Score -235853.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -235860.921875 Penalty: 758.349426
	Iteration 32Q: 3 clusters Score -235860.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -235865.140625 Penalty: 758.349426
	Iteration 33Q: 3 clusters Score -235865.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -235870.187500 Penalty: 758.349426
	Iteration 34Q: 3 clusters Score -235870.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -235875.984375 Penalty: 758.349426
	Iteration 35Q: 3 clusters Score -235876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -235883.031250 Penalty: 758.349426
	Iteration 36Q: 3 clusters Score -235883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -235890.703125 Penalty: 758.349426
	Iteration 37Q: 3 clusters Score -235890.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -235897.000000 Penalty: 758.349426
	Iteration 38Q: 3 clusters Score -235897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -235904.093750 Penalty: 758.349426
	Iteration 39Q: 3 clusters Score -235904.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -235909.328125 Penalty: 758.349426
	Iteration 40F: 3 clusters Score -235909.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -235913.328125 Penalty: 758.349426
	Iteration 41Q: 3 clusters Score -235913.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -235917.593750 Penalty: 758.349426
	Iteration 42Q: 3 clusters Score -235917.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -235922.140625 Penalty: 758.349426
	Iteration 43Q: 3 clusters Score -235922.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -235924.750000 Penalty: 758.349426
	Iteration 44Q: 3 clusters Score -235924.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -235925.640625 Penalty: 758.349426
	Iteration 45Q: 3 clusters Score -235925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -235926.578125 Penalty: 758.349426
	Iteration 46Q: 3 clusters Score -235926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -235926.625000 Penalty: 758.349426
	Iteration 47Q: 3 clusters Score -235926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -235927.562500 Penalty: 758.349426
	Iteration 48Q: 3 clusters Score -235927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -235927.718750 Penalty: 758.349426
	Iteration 49Q: 3 clusters Score -235927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -235928.140625 Penalty: 758.349426
	Iteration 50Q: 3 clusters Score -235928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -235928.140625 Penalty: 758.349426
	Iteration 51F: 3 clusters Score -235928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -82499.859375 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -82499.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -81336.429688 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -81336.43 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -81770.148438 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -81770.15 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -81842.382812 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -81842.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -81887.726562 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -81887.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -81936.343750 Penalty: 671.489746
	Iteration 4Q: 3 clusters Score -81936.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -81994.398438 Penalty: 671.489746
	Iteration 5Q: 3 clusters Score -81994.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -82042.296875 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -82042.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -82077.531250 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -82077.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -82112.429688 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -82112.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -82134.093750 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -82134.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82156.046875 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -82156.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82169.359375 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -82169.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82177.265625 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -82177.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82185.859375 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -82185.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82197.234375 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -82197.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82205.593750 Penalty: 671.489746
	Iteration 15Q: 3 clusters Score -82205.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82213.289062 Penalty: 671.489746
	Iteration 16Q: 3 clusters Score -82213.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82224.265625 Penalty: 671.489746
	Iteration 17Q: 3 clusters Score -82224.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82236.390625 Penalty: 671.489746
	Iteration 18Q: 3 clusters Score -82236.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82250.359375 Penalty: 671.489746
	Iteration 19Q: 3 clusters Score -82250.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82262.937500 Penalty: 671.489746
	Iteration 20F: 3 clusters Score -82262.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82271.539062 Penalty: 671.489746
	Iteration 21Q: 3 clusters Score -82271.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82288.054688 Penalty: 671.489746
	Iteration 22Q: 3 clusters Score -82288.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82310.843750 Penalty: 671.489746
	Iteration 23Q: 3 clusters Score -82310.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82343.343750 Penalty: 671.489746
	Iteration 24Q: 3 clusters Score -82343.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82383.601562 Penalty: 671.489746
	Iteration 25Q: 3 clusters Score -82383.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82405.625000 Penalty: 671.489746
	Iteration 26Q: 3 clusters Score -82405.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -82417.750000 Penalty: 671.489746
	Iteration 27Q: 3 clusters Score -82417.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82424.695312 Penalty: 671.489746
	Iteration 28Q: 3 clusters Score -82424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -82425.492188 Penalty: 671.489746
	Iteration 29Q: 3 clusters Score -82425.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82426.679688 Penalty: 671.489746
	Iteration 30Q: 3 clusters Score -82426.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82427.507812 Penalty: 671.489746
	Iteration 31F: 3 clusters Score -82427.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -82437.046875 Penalty: 671.489746
	Iteration 32Q: 3 clusters Score -82437.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -82444.835938 Penalty: 671.489746
	Iteration 33Q: 3 clusters Score -82444.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -82447.078125 Penalty: 671.489746
	Iteration 34Q: 3 clusters Score -82447.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -82447.546875 Penalty: 671.489746
	Iteration 35Q: 3 clusters Score -82447.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82448.132812 Penalty: 671.489746
	Iteration 36Q: 3 clusters Score -82448.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -82449.109375 Penalty: 671.489746
	Iteration 37Q: 3 clusters Score -82449.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82450.078125 Penalty: 671.489746
	Iteration 38Q: 3 clusters Score -82450.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82450.078125 Penalty: 671.489746
	Iteration 39F: 3 clusters Score -82450.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Entering Unmasked Estep 
Score: -298274.781250 Penalty: 388.877228
	Iteration 0F: 2 clusters Score -298274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -294767.562500 Penalty: 777.754456
	Iteration 0F: 3 clusters Score -294767.6 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -296022.312500 Penalty: 777.754456
	Iteration 1F: 3 clusters Score -296022.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -296151.187500 Penalty: 777.754456
	Iteration 2F: 3 clusters Score -296151.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -296266.093750 Penalty: 777.754456
	Iteration 3F: 3 clusters Score -296266.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -296361.687500 Penalty: 777.754456
	Iteration 4Q: 3 clusters Score -296361.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -296472.750000 Penalty: 777.754456
	Iteration 5Q: 3 clusters Score -296472.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -296621.531250 Penalty: 777.754456
	Iteration 6F: 3 clusters Score -296621.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -296823.875000 Penalty: 777.754456
	Iteration 7F: 3 clusters Score -296823.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -297064.062500 Penalty: 777.754456
	Iteration 8F: 3 clusters Score -297064.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -297307.500000 Penalty: 777.754456
	Iteration 9F: 3 clusters Score -297307.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -297503.812500 Penalty: 777.754456
	Iteration 10Q: 3 clusters Score -297503.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -297634.593750 Penalty: 777.754456
	Iteration 11Q: 3 clusters Score -297634.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -297746.500000 Penalty: 777.754456
	Iteration 12Q: 3 clusters Score -297746.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -297830.093750 Penalty: 777.754456
	Iteration 13Q: 3 clusters Score -297830.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -297888.500000 Penalty: 777.754456
	Iteration 14Q: 3 clusters Score -297888.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -297929.187500 Penalty: 777.754456
	Iteration 15Q: 3 clusters Score -297929.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -297950.250000 Penalty: 777.754456
	Iteration 16Q: 3 clusters Score -297950.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -297976.000000 Penalty: 777.754456
	Iteration 17Q: 3 clusters Score -297976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -297997.500000 Penalty: 777.754456
	Iteration 18Q: 3 clusters Score -297997.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -298009.812500 Penalty: 777.754456
	Iteration 19Q: 3 clusters Score -298009.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -298017.093750 Penalty: 777.754456
	Iteration 20F: 3 clusters Score -298017.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -298025.062500 Penalty: 777.754456
	Iteration 21Q: 3 clusters Score -298025.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -298031.437500 Penalty: 777.754456
	Iteration 22Q: 3 clusters Score -298031.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -298038.875000 Penalty: 777.754456
	Iteration 23Q: 3 clusters Score -298038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -298045.375000 Penalty: 777.754456
	Iteration 24Q: 3 clusters Score -298045.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -298047.062500 Penalty: 777.754456
	Iteration 25Q: 3 clusters Score -298047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -298048.281250 Penalty: 777.754456
	Iteration 26Q: 3 clusters Score -298048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -298049.593750 Penalty: 777.754456
	Iteration 27Q: 3 clusters Score -298049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -298049.718750 Penalty: 777.754456
	Iteration 28Q: 3 clusters Score -298049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -298050.718750 Penalty: 777.754456
	Iteration 29Q: 3 clusters Score -298050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -298050.750000 Penalty: 777.754456
	Iteration 30Q: 3 clusters Score -298050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -298051.531250 Penalty: 777.754456
	Iteration 31Q: 3 clusters Score -298051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -298052.281250 Penalty: 777.754456
	Iteration 32Q: 3 clusters Score -298052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -298054.000000 Penalty: 777.754456
	Iteration 33Q: 3 clusters Score -298054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -298054.968750 Penalty: 777.754456
	Iteration 34Q: 3 clusters Score -298055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -298055.531250 Penalty: 777.754456
	Iteration 35Q: 3 clusters Score -298055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -298056.531250 Penalty: 777.754456
	Iteration 36Q: 3 clusters Score -298056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -298057.031250 Penalty: 777.754456
	Iteration 37Q: 3 clusters Score -298057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -298057.093750 Penalty: 777.754456
	Iteration 38Q: 3 clusters Score -298057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -298057.093750 Penalty: 777.754456
	Iteration 39F: 3 clusters Score -298057.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -168925.531250 Penalty: 367.098083
	Iteration 0F: 2 clusters Score -168925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -166776.515625 Penalty: 734.196167
	Iteration 0F: 3 clusters Score -166776.5 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -167715.171875 Penalty: 734.196167
	Iteration 1F: 3 clusters Score -167715.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -167920.343750 Penalty: 734.196167
	Iteration 2F: 3 clusters Score -167920.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -168133.453125 Penalty: 734.196167
	Iteration 3F: 3 clusters Score -168133.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -168290.921875 Penalty: 734.196167
	Iteration 4F: 3 clusters Score -168290.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -168416.906250 Penalty: 734.196167
	Iteration 5Q: 3 clusters Score -168416.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -168506.390625 Penalty: 734.196167
	Iteration 6Q: 3 clusters Score -168506.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -168560.265625 Penalty: 734.196167
	Iteration 7Q: 3 clusters Score -168560.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -168590.812500 Penalty: 734.196167
	Iteration 8Q: 3 clusters Score -168590.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -168614.890625 Penalty: 734.196167
	Iteration 9Q: 3 clusters Score -168614.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -168634.671875 Penalty: 734.196167
	Iteration 10Q: 3 clusters Score -168634.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -168648.062500 Penalty: 734.196167
	Iteration 11Q: 3 clusters Score -168648.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -168655.250000 Penalty: 734.196167
	Iteration 12Q: 3 clusters Score -168655.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -168665.312500 Penalty: 734.196167
	Iteration 13Q: 3 clusters Score -168665.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -168679.359375 Penalty: 734.196167
	Iteration 14Q: 3 clusters Score -168679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -168684.234375 Penalty: 734.196167
	Iteration 15Q: 3 clusters Score -168684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -168688.062500 Penalty: 734.196167
	Iteration 16Q: 3 clusters Score -168688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -168691.750000 Penalty: 734.196167
	Iteration 17Q: 3 clusters Score -168691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -168693.640625 Penalty: 734.196167
	Iteration 18Q: 3 clusters Score -168693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -168693.640625 Penalty: 734.196167
	Iteration 19F: 3 clusters Score -168693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 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 855 members 
Entering Unmasked Estep 
Score: -97044.515625 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97044.52 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -97386.609375 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97386.61 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97465.648438 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97465.65 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -97547.695312 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97547.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97648.656250 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97648.66 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97737.437500 Penalty: 680.307434
	Iteration 5F: 3 clusters Score -97737.44 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97831.625000 Penalty: 680.307434
	Iteration 6F: 3 clusters Score -97831.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97907.429688 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -97907.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -97975.257812 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -97975.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -98031.718750 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -98031.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -98052.546875 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -98052.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98065.843750 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -98065.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -98070.882812 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -98070.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -98074.164062 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -98074.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -98075.789062 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -98075.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -98077.937500 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -98077.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -98079.742188 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -98079.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -98080.835938 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -98080.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -98080.835938 Penalty: 680.307434
	Iteration 18F: 3 clusters Score -98080.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -366288.312500 Penalty: 400.903046
	Iteration 0F: 2 clusters Score -366288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -361809.812500 Penalty: 801.806091
	Iteration 0F: 3 clusters Score -361809.8 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -363685.281250 Penalty: 801.806091
	Iteration 1F: 3 clusters Score -363685.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -363995.625000 Penalty: 801.806091
	Iteration 2F: 3 clusters Score -363995.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -364324.281250 Penalty: 801.806091
	Iteration 3F: 3 clusters Score -364324.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -364684.218750 Penalty: 801.806091
	Iteration 4F: 3 clusters Score -364684.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364990.062500 Penalty: 801.806091
	Iteration 5F: 3 clusters Score -364990.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -365250.000000 Penalty: 801.806091
	Iteration 6Q: 3 clusters Score -365250 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -365432.406250 Penalty: 801.806091
	Iteration 7Q: 3 clusters Score -365432.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -365528.500000 Penalty: 801.806091
	Iteration 8Q: 3 clusters Score -365528.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -365595.812500 Penalty: 801.806091
	Iteration 9Q: 3 clusters Score -365595.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -365634.843750 Penalty: 801.806091
	Iteration 10Q: 3 clusters Score -365634.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -365665.031250 Penalty: 801.806091
	Iteration 11Q: 3 clusters Score -365665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -365695.625000 Penalty: 801.806091
	Iteration 12Q: 3 clusters Score -365695.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -365721.812500 Penalty: 801.806091
	Iteration 13Q: 3 clusters Score -365721.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -365747.625000 Penalty: 801.806091
	Iteration 14Q: 3 clusters Score -365747.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -365775.937500 Penalty: 801.806091
	Iteration 15Q: 3 clusters Score -365775.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -365795.718750 Penalty: 801.806091
	Iteration 16Q: 3 clusters Score -365795.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -365812.031250 Penalty: 801.806091
	Iteration 17Q: 3 clusters Score -365812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -365822.281250 Penalty: 801.806091
	Iteration 18Q: 3 clusters Score -365822.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -365837.687500 Penalty: 801.806091
	Iteration 19Q: 3 clusters Score -365837.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -365852.968750 Penalty: 801.806091
	Iteration 20F: 3 clusters Score -365853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -365866.875000 Penalty: 801.806091
	Iteration 21Q: 3 clusters Score -365866.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -365877.750000 Penalty: 801.806091
	Iteration 22Q: 3 clusters Score -365877.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -365886.031250 Penalty: 801.806091
	Iteration 23Q: 3 clusters Score -365886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -365891.218750 Penalty: 801.806091
	Iteration 24Q: 3 clusters Score -365891.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -365897.750000 Penalty: 801.806091
	Iteration 25Q: 3 clusters Score -365897.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -365907.531250 Penalty: 801.806091
	Iteration 26Q: 3 clusters Score -365907.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -365919.937500 Penalty: 801.806091
	Iteration 27Q: 3 clusters Score -365919.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -365927.250000 Penalty: 801.806091
	Iteration 28Q: 3 clusters Score -365927.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -365935.531250 Penalty: 801.806091
	Iteration 29Q: 3 clusters Score -365935.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -365946.718750 Penalty: 801.806091
	Iteration 30Q: 3 clusters Score -365946.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -365952.750000 Penalty: 801.806091
	Iteration 31Q: 3 clusters Score -365952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -365956.156250 Penalty: 801.806091
	Iteration 32Q: 3 clusters Score -365956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -365961.281250 Penalty: 801.806091
	Iteration 33Q: 3 clusters Score -365961.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -365963.156250 Penalty: 801.806091
	Iteration 34Q: 3 clusters Score -365963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -365965.750000 Penalty: 801.806091
	Iteration 35Q: 3 clusters Score -365965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -365967.843750 Penalty: 801.806091
	Iteration 36Q: 3 clusters Score -365967.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -365973.968750 Penalty: 801.806091
	Iteration 37Q: 3 clusters Score -365974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -365975.468750 Penalty: 801.806091
	Iteration 38Q: 3 clusters Score -365975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -365977.250000 Penalty: 801.806091
	Iteration 39Q: 3 clusters Score -365977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -365978.843750 Penalty: 801.806091
	Iteration 40F: 3 clusters Score -365978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -365979.562500 Penalty: 801.806091
	Iteration 41Q: 3 clusters Score -365979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -365980.281250 Penalty: 801.806091
	Iteration 42Q: 3 clusters Score -365980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -365982.125000 Penalty: 801.806091
	Iteration 43Q: 3 clusters Score -365982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -365982.125000 Penalty: 801.806091
	Iteration 44F: 3 clusters Score -365982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -77577.984375 Penalty: 326.727814
	Iteration 0F: 2 clusters Score -77577.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -76567.492188 Penalty: 653.455627
	Iteration 0F: 3 clusters Score -76567.49 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -76897.257812 Penalty: 653.455627
	Iteration 1F: 3 clusters Score -76897.26 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -76970.335938 Penalty: 653.455627
	Iteration 2F: 3 clusters Score -76970.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -77041.101562 Penalty: 653.455627
	Iteration 3F: 3 clusters Score -77041.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -77114.406250 Penalty: 653.455627
	Iteration 4F: 3 clusters Score -77114.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -77183.984375 Penalty: 653.455627
	Iteration 5F: 3 clusters Score -77183.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77248.679688 Penalty: 653.455627
	Iteration 6F: 3 clusters Score -77248.68 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -77302.695312 Penalty: 653.455627
	Iteration 7F: 3 clusters Score -77302.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -77351.710938 Penalty: 653.455627
	Iteration 8Q: 3 clusters Score -77351.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77415.281250 Penalty: 653.455627
	Iteration 9Q: 3 clusters Score -77415.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77480.515625 Penalty: 653.455627
	Iteration 10Q: 3 clusters Score -77480.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -77522.039062 Penalty: 653.455627
	Iteration 11Q: 3 clusters Score -77522.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -77538.085938 Penalty: 653.455627
	Iteration 12Q: 3 clusters Score -77538.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77541.906250 Penalty: 653.455627
	Iteration 13Q: 3 clusters Score -77541.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -77544.679688 Penalty: 653.455627
	Iteration 14Q: 3 clusters Score -77544.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77544.820312 Penalty: 653.455627
	Iteration 15Q: 3 clusters Score -77544.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -77545.046875 Penalty: 653.455627
	Iteration 16Q: 3 clusters Score -77545.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -77545.468750 Penalty: 653.455627
	Iteration 17Q: 3 clusters Score -77545.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77545.812500 Penalty: 653.455627
	Iteration 18Q: 3 clusters Score -77545.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77546.742188 Penalty: 653.455627
	Iteration 19Q: 3 clusters Score -77546.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -77547.046875 Penalty: 653.455627
	Iteration 20F: 3 clusters Score -77547.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77547.203125 Penalty: 653.455627
	Iteration 21Q: 3 clusters Score -77547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77547.203125 Penalty: 653.455627
	Iteration 22F: 3 clusters Score -77547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Entering Unmasked Estep 
Score: -1599163.250000 Penalty: 466.827148
	Iteration 0F: 2 clusters Score -1599163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1579953.625000 Penalty: 933.654297
	Iteration 0F: 3 clusters Score -1579954 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1588340.500000 Penalty: 933.654297
	Iteration 1F: 3 clusters Score -1588340 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1589012.250000 Penalty: 933.654297
	Iteration 2Q: 3 clusters Score -1589012 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1590178.500000 Penalty: 933.654297
	Iteration 3F: 3 clusters Score -1590178 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -1592030.000000 Penalty: 933.654297
	Iteration 4F: 3 clusters Score -1592030 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -1594351.875000 Penalty: 933.654297
	Iteration 5F: 3 clusters Score -1594352 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -1596597.250000 Penalty: 933.654297
	Iteration 6F: 3 clusters Score -1596597 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -1597958.625000 Penalty: 933.654297
	Iteration 7Q: 3 clusters Score -1597959 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -1598511.125000 Penalty: 933.654297
	Iteration 8Q: 3 clusters Score -1598511 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -1598685.125000 Penalty: 933.654297
	Iteration 9Q: 3 clusters Score -1598685 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -1598759.000000 Penalty: 933.654297
	Iteration 10Q: 3 clusters Score -1598759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -1598802.375000 Penalty: 933.654297
	Iteration 11Q: 3 clusters Score -1598802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1598826.000000 Penalty: 933.654297
	Iteration 12Q: 3 clusters Score -1598826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -1598831.250000 Penalty: 933.654297
	Iteration 13Q: 3 clusters Score -1598831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -1598835.250000 Penalty: 933.654297
	Iteration 14Q: 3 clusters Score -1598835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -1598836.500000 Penalty: 933.654297
	Iteration 15Q: 3 clusters Score -1598836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -1598840.750000 Penalty: 933.654297
	Iteration 16Q: 3 clusters Score -1598841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1598843.125000 Penalty: 933.654297
	Iteration 17Q: 3 clusters Score -1598843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -1598846.000000 Penalty: 933.654297
	Iteration 18Q: 3 clusters Score -1598846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -1598848.000000 Penalty: 933.654297
	Iteration 19Q: 3 clusters Score -1598848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1598854.375000 Penalty: 933.654297
	Iteration 20F: 3 clusters Score -1598854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1598866.500000 Penalty: 933.654297
	Iteration 21Q: 3 clusters Score -1598866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1598875.875000 Penalty: 933.654297
	Iteration 22Q: 3 clusters Score -1598876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1598884.250000 Penalty: 933.654297
	Iteration 23Q: 3 clusters Score -1598884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1598888.875000 Penalty: 933.654297
	Iteration 24Q: 3 clusters Score -1598889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -1598890.250000 Penalty: 933.654297
	Iteration 25Q: 3 clusters Score -1598890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -1598892.750000 Penalty: 933.654297
	Iteration 26Q: 3 clusters Score -1598893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -1598896.125000 Penalty: 933.654297
	Iteration 27Q: 3 clusters Score -1598896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -1598896.125000 Penalty: 933.654297
	Iteration 28Q: 3 clusters Score -1598896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -1598896.125000 Penalty: 933.654297
	Iteration 29F: 3 clusters Score -1598896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6141.048828 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6141.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5903.695801 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5903.696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6033.028809 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6033.029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6103.960938 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6103.961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6136.809082 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -6136.809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6157.206055 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6157.206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6164.936523 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6164.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6167.483398 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6167.483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6181.064453 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6181.064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6194.415527 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -6194.416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6218.080078 Penalty: 449.037140
	Iteration 9Q: 3 clusters Score -6218.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6220.531250 Penalty: 449.037140
	Iteration 10Q: 3 clusters Score -6220.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6220.531250 Penalty: 449.037140
	Iteration 11F: 3 clusters Score -6220.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 45 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171460 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124362 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 94 members 
Entering Unmasked Estep 
Score: -23056806.000000 Penalty: 17636.460938
Splitting cluster 12 changes total score from -23057106.000000 to -23056806.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -969391.312500 Penalty: 438.607117
	Iteration 0F: 2 clusters Score -969391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -959090.062500 Penalty: 877.214233
	Iteration 0F: 3 clusters Score -959090.1 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -963232.437500 Penalty: 877.214233
	Iteration 1F: 3 clusters Score -963232.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -963460.562500 Penalty: 877.214233
	Iteration 2Q: 3 clusters Score -963460.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -963793.437500 Penalty: 877.214233
	Iteration 3Q: 3 clusters Score -963793.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -964337.687500 Penalty: 877.214233
	Iteration 4F: 3 clusters Score -964337.7 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -965243.500000 Penalty: 877.214233
	Iteration 5F: 3 clusters Score -965243.5 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -966383.062500 Penalty: 877.214233
	Iteration 6F: 3 clusters Score -966383.1 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -967403.250000 Penalty: 877.214233
	Iteration 7F: 3 clusters Score -967403.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -968136.062500 Penalty: 877.214233
	Iteration 8F: 3 clusters Score -968136.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -968543.125000 Penalty: 877.214233
	Iteration 9Q: 3 clusters Score -968543.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -968746.937500 Penalty: 877.214233
	Iteration 10Q: 3 clusters Score -968746.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -968865.125000 Penalty: 877.214233
	Iteration 11Q: 3 clusters Score -968865.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -968940.062500 Penalty: 877.214233
	Iteration 12Q: 3 clusters Score -968940.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -968983.125000 Penalty: 877.214233
	Iteration 13Q: 3 clusters Score -968983.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -969006.312500 Penalty: 877.214233
	Iteration 14Q: 3 clusters Score -969006.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -969027.250000 Penalty: 877.214233
	Iteration 15Q: 3 clusters Score -969027.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -969051.125000 Penalty: 877.214233
	Iteration 16Q: 3 clusters Score -969051.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -969061.812500 Penalty: 877.214233
	Iteration 17Q: 3 clusters Score -969061.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -969067.437500 Penalty: 877.214233
	Iteration 18Q: 3 clusters Score -969067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -969070.312500 Penalty: 877.214233
	Iteration 19Q: 3 clusters Score -969070.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -969074.312500 Penalty: 877.214233
	Iteration 20F: 3 clusters Score -969074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -969074.250000 Penalty: 877.214233
	Iteration 21Q: 3 clusters Score -969074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -969074.437500 Penalty: 877.214233
	Iteration 22Q: 3 clusters Score -969074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -969075.625000 Penalty: 877.214233
	Iteration 23Q: 3 clusters Score -969075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -969076.625000 Penalty: 877.214233
	Iteration 24Q: 3 clusters Score -969076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -969076.125000 Penalty: 877.214233
	Iteration 25Q: 3 clusters Score -969076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -969076.687500 Penalty: 877.214233
	Iteration 26Q: 3 clusters Score -969076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -969076.687500 Penalty: 877.214233
	Iteration 27F: 3 clusters Score -969076.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -94086.265625 Penalty: 338.925690
	Iteration 0F: 2 clusters Score -94086.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92825.070312 Penalty: 677.851379
	Iteration 0F: 3 clusters Score -92825.07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -93339.132812 Penalty: 677.851379
	Iteration 1F: 3 clusters Score -93339.13 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -93465.179688 Penalty: 677.851379
	Iteration 2F: 3 clusters Score -93465.18 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -93552.531250 Penalty: 677.851379
	Iteration 3F: 3 clusters Score -93552.53 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -93640.195312 Penalty: 677.851379
	Iteration 4F: 3 clusters Score -93640.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93726.265625 Penalty: 677.851379
	Iteration 5F: 3 clusters Score -93726.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93799.343750 Penalty: 677.851379
	Iteration 6F: 3 clusters Score -93799.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93838.539062 Penalty: 677.851379
	Iteration 7Q: 3 clusters Score -93838.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93868.750000 Penalty: 677.851379
	Iteration 8Q: 3 clusters Score -93868.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93888.359375 Penalty: 677.851379
	Iteration 9Q: 3 clusters Score -93888.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93892.562500 Penalty: 677.851379
	Iteration 10Q: 3 clusters Score -93892.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93896.835938 Penalty: 677.851379
	Iteration 11Q: 3 clusters Score -93896.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93901.304688 Penalty: 677.851379
	Iteration 12Q: 3 clusters Score -93901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -93907.570312 Penalty: 677.851379
	Iteration 13Q: 3 clusters Score -93907.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93912.835938 Penalty: 677.851379
	Iteration 14Q: 3 clusters Score -93912.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93918.203125 Penalty: 677.851379
	Iteration 15Q: 3 clusters Score -93918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93924.859375 Penalty: 677.851379
	Iteration 16Q: 3 clusters Score -93924.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93933.453125 Penalty: 677.851379
	Iteration 17Q: 3 clusters Score -93933.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93952.015625 Penalty: 677.851379
	Iteration 18Q: 3 clusters Score -93952.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93968.554688 Penalty: 677.851379
	Iteration 19Q: 3 clusters Score -93968.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93977.117188 Penalty: 677.851379
	Iteration 20F: 3 clusters Score -93977.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93983.679688 Penalty: 677.851379
	Iteration 21Q: 3 clusters Score -93983.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93986.632812 Penalty: 677.851379
	Iteration 22Q: 3 clusters Score -93986.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93988.968750 Penalty: 677.851379
	Iteration 23Q: 3 clusters Score -93988.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93990.421875 Penalty: 677.851379
	Iteration 24Q: 3 clusters Score -93990.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93992.031250 Penalty: 677.851379
	Iteration 25Q: 3 clusters Score -93992.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -93993.437500 Penalty: 677.851379
	Iteration 26Q: 3 clusters Score -93993.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93994.421875 Penalty: 677.851379
	Iteration 27Q: 3 clusters Score -93994.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -93997.054688 Penalty: 677.851379
	Iteration 28Q: 3 clusters Score -93997.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -93997.054688 Penalty: 677.851379
	Iteration 29F: 3 clusters Score -93997.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60903.953125 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60903.95 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61168.722656 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61168.72 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61219.261719 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61219.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -61252.804688 Penalty: 637.113342
	Iteration 3Q: 3 clusters Score -61252.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -61278.851562 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61278.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -61294.554688 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61294.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -61308.867188 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61308.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -61322.386719 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61322.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -61337.988281 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61337.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -61351.886719 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61351.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -61365.457031 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61365.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -61378.890625 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61378.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -61385.546875 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61385.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -61393.480469 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61393.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -61401.527344 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61401.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -61407.515625 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61407.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -61413.484375 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61413.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -61419.031250 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61419.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -61426.246094 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61426.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -61432.886719 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61432.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -61437.042969 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61437.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61443.316406 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61443.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -61448.171875 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61448.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -61452.425781 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61452.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -61456.105469 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61456.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -61459.421875 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61459.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -61464.015625 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61464.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -61466.078125 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61466.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -61468.328125 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61468.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -61472.722656 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61472.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -61475.957031 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61475.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -61478.824219 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61478.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -61480.312500 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -61480.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -61481.117188 Penalty: 637.113342
	Iteration 33Q: 3 clusters Score -61481.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -61482.839844 Penalty: 637.113342
	Iteration 34Q: 3 clusters Score -61482.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -61484.183594 Penalty: 637.113342
	Iteration 35Q: 3 clusters Score -61484.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -61487.585938 Penalty: 637.113342
	Iteration 36Q: 3 clusters Score -61487.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -61489.839844 Penalty: 637.113342
	Iteration 37Q: 3 clusters Score -61489.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -61490.109375 Penalty: 637.113342
	Iteration 38Q: 3 clusters Score -61490.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -61491.496094 Penalty: 637.113342
	Iteration 39Q: 3 clusters Score -61491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -61493.339844 Penalty: 637.113342
	Iteration 40F: 3 clusters Score -61493.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -61493.882812 Penalty: 637.113342
	Iteration 41Q: 3 clusters Score -61493.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -61495.839844 Penalty: 637.113342
	Iteration 42Q: 3 clusters Score -61495.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -61496.980469 Penalty: 637.113342
	Iteration 43Q: 3 clusters Score -61496.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -61497.804688 Penalty: 637.113342
	Iteration 44Q: 3 clusters Score -61497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -61498.292969 Penalty: 637.113342
	Iteration 45Q: 3 clusters Score -61498.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -61498.835938 Penalty: 637.113342
	Iteration 46Q: 3 clusters Score -61498.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -61499.843750 Penalty: 637.113342
	Iteration 47Q: 3 clusters Score -61499.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -61500.777344 Penalty: 637.113342
	Iteration 48Q: 3 clusters Score -61500.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -61502.406250 Penalty: 637.113342
	Iteration 49Q: 3 clusters Score -61502.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -61505.488281 Penalty: 637.113342
	Iteration 50Q: 3 clusters Score -61505.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -61506.621094 Penalty: 637.113342
	Iteration 51Q: 3 clusters Score -61506.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -61508.335938 Penalty: 637.113342
	Iteration 52Q: 3 clusters Score -61508.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -61509.488281 Penalty: 637.113342
	Iteration 53Q: 3 clusters Score -61509.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -61510.617188 Penalty: 637.113342
	Iteration 54Q: 3 clusters Score -61510.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -61511.742188 Penalty: 637.113342
	Iteration 55Q: 3 clusters Score -61511.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -61512.574219 Penalty: 637.113342
	Iteration 56Q: 3 clusters Score -61512.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61512.906250 Penalty: 637.113342
	Iteration 57Q: 3 clusters Score -61512.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -61512.933594 Penalty: 637.113342
	Iteration 58Q: 3 clusters Score -61512.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61512.964844 Penalty: 637.113342
	Iteration 59Q: 3 clusters Score -61512.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61512.964844 Penalty: 637.113342
	Iteration 60F: 3 clusters Score -61512.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27140.392578 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27140.39 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27283.521484 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27283.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27344.921875 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27344.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27372.431641 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27372.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27384.675781 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27384.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -27398.009766 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27398.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27405.205078 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27405.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27407.140625 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27407.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27409.078125 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27409.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27409.710938 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27409.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27410.072266 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27410.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27410.072266 Penalty: 564.798401
	Iteration 11F: 3 clusters Score -27410.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5163.892578 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5163.893 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 56 members 
Entering Unmasked Estep 
Score: -4960.529785 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4960.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4984.121582 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4984.122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4995.239258 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -4995.239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5006.718262 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5006.718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5010.140137 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5010.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5010.140137 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5010.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4652.072754 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4652.073 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 43 members 
Entering Unmasked Estep 
Score: -4474.404297 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4474.404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4499.439453 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4499.439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4508.574707 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -4508.575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4508.574707 Penalty: 410.488220
	Iteration 3F: 3 clusters Score -4508.575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171460 members 
Entering Unmasked Estep 
Score: -9988094.000000 Penalty: 548.370789
	Iteration 0F: 2 clusters Score -9988094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -9877503.000000 Penalty: 1096.741577
	Iteration 0F: 3 clusters Score -9877503 nChanged 84555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -9930636.000000 Penalty: 1096.741577
	Iteration 1F: 3 clusters Score -9930636 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -9932883.000000 Penalty: 1096.741577
	Iteration 2Q: 3 clusters Score -9932883 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -9935569.000000 Penalty: 1096.741577
	Iteration 3Q: 3 clusters Score -9935569 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -9939256.000000 Penalty: 1096.741577
	Iteration 4F: 3 clusters Score -9939256 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -9943950.000000 Penalty: 1096.741577
	Iteration 5F: 3 clusters Score -9943950 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -9950637.000000 Penalty: 1096.741577
	Iteration 6F: 3 clusters Score -9950637 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123759 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -9958875.000000 Penalty: 1096.741577
	Iteration 7F: 3 clusters Score -9958875 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -9967478.000000 Penalty: 1096.741577
	Iteration 8F: 3 clusters Score -9967478 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -9974263.000000 Penalty: 1096.741577
	Iteration 9Q: 3 clusters Score -9974263 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145505 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -9978329.000000 Penalty: 1096.741577
	Iteration 10Q: 3 clusters Score -9978329 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -9980878.000000 Penalty: 1096.741577
	Iteration 11Q: 3 clusters Score -9980878 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156230 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -9982756.000000 Penalty: 1096.741577
	Iteration 12Q: 3 clusters Score -9982756 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160708 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -9984400.000000 Penalty: 1096.741577
	Iteration 13Q: 3 clusters Score -9984400 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -9985499.000000 Penalty: 1096.741577
	Iteration 14Q: 3 clusters Score -9985499 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166787 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -9986269.000000 Penalty: 1096.741577
	Iteration 15Q: 3 clusters Score -9986269 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168600 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9986864.000000 Penalty: 1096.741577
	Iteration 16Q: 3 clusters Score -9986864 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9987246.000000 Penalty: 1096.741577
	Iteration 17Q: 3 clusters Score -9987246 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9987476.000000 Penalty: 1096.741577
	Iteration 18Q: 3 clusters Score -9987476 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9987528.000000 Penalty: 1096.741577
	Iteration 19Q: 3 clusters Score -9987528 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171166 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9987561.000000 Penalty: 1096.741577
	Iteration 20F: 3 clusters Score -9987561 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9987591.000000 Penalty: 1096.741577
	Iteration 21Q: 3 clusters Score -9987591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171345 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9987632.000000 Penalty: 1096.741577
	Iteration 22Q: 3 clusters Score -9987632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9987621.000000 Penalty: 1096.741577
	Iteration 23Q: 3 clusters Score -9987621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9987641.000000 Penalty: 1096.741577
	Iteration 24Q: 3 clusters Score -9987641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9987658.000000 Penalty: 1096.741577
	Iteration 25Q: 3 clusters Score -9987658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9987659.000000 Penalty: 1096.741577
	Iteration 26Q: 3 clusters Score -9987659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9987664.000000 Penalty: 1096.741577
	Iteration 27Q: 3 clusters Score -9987664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9987656.000000 Penalty: 1096.741577
	Iteration 28Q: 3 clusters Score -9987656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9987656.000000 Penalty: 1096.741577
	Iteration 29F: 3 clusters Score -9987656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 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 110 members 
Entering Unmasked Estep 
Score: -9976.484375 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9976.484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10070.811523 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10070.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10118.876953 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10118.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10132.015625 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -10132.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10143.660156 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -10143.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10149.260742 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -10149.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10152.953125 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10152.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10158.545898 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10158.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10160.405273 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10160.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10169.212891 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10169.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10177.122070 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -10177.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10200.968750 Penalty: 488.728058
	Iteration 11Q: 3 clusters Score -10200.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10253.452148 Penalty: 488.728058
	Iteration 12Q: 3 clusters Score -10253.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10293.250000 Penalty: 488.728058
	Iteration 13Q: 3 clusters Score -10293.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10376.018555 Penalty: 488.728058
	Iteration 14Q: 3 clusters Score -10376.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10420.471680 Penalty: 488.728058
	Iteration 15Q: 3 clusters Score -10420.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10436.130859 Penalty: 488.728058
	Iteration 16Q: 3 clusters Score -10436.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10437.941406 Penalty: 488.728058
	Iteration 17Q: 3 clusters Score -10437.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10440.905273 Penalty: 488.728058
	Iteration 18Q: 3 clusters Score -10440.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10443.538086 Penalty: 488.728058
	Iteration 19Q: 3 clusters Score -10443.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10446.187500 Penalty: 488.728058
	Iteration 20F: 3 clusters Score -10446.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10453.887695 Penalty: 488.728058
	Iteration 21Q: 3 clusters Score -10453.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10454.249023 Penalty: 488.728058
	Iteration 22Q: 3 clusters Score -10454.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10454.249023 Penalty: 488.728058
	Iteration 23F: 3 clusters Score -10454.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171460 members 
Mstep: Class 20 contains 78 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124362 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 137 members 
Entering Unmasked Estep 
Score: -23056988.000000 Penalty: 17636.460938
Splitting cluster 20 changes total score from -23057106.000000 to -23056988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52942.921875 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52942.92 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -53187.710938 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53187.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -53242.332031 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53242.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -53276.386719 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -53276.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -53293.875000 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53293.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -53306.531250 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53306.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -53314.640625 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53314.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53319.781250 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53319.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53325.042969 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53325.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -53332.425781 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53332.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53342.863281 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53342.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53352.648438 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53352.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53359.378906 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53359.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53364.023438 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53364.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53369.453125 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53369.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53371.582031 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53371.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53375.210938 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53375.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53378.671875 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53378.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53382.753906 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53382.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53387.304688 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53387.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53390.753906 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53390.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53395.046875 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53395.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53398.664062 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53398.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53402.550781 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53402.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53407.097656 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53410.316406 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -53410.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53413.550781 Penalty: 624.606079
	Iteration 26Q: 3 clusters Score -53413.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53416.296875 Penalty: 624.606079
	Iteration 27Q: 3 clusters Score -53416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53416.945312 Penalty: 624.606079
	Iteration 28Q: 3 clusters Score -53416.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53417.468750 Penalty: 624.606079
	Iteration 29Q: 3 clusters Score -53417.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53418.519531 Penalty: 624.606079
	Iteration 30Q: 3 clusters Score -53418.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53418.777344 Penalty: 624.606079
	Iteration 31Q: 3 clusters Score -53418.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53419.949219 Penalty: 624.606079
	Iteration 32Q: 3 clusters Score -53419.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53420.117188 Penalty: 624.606079
	Iteration 33Q: 3 clusters Score -53420.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53420.117188 Penalty: 624.606079
	Iteration 34F: 3 clusters Score -53420.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Entering Unmasked Estep 
Score: -1370111.750000 Penalty: 455.098053
	Iteration 0F: 2 clusters Score -1370112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1355438.500000 Penalty: 910.196106
	Iteration 0F: 3 clusters Score -1355438 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1362231.000000 Penalty: 910.196106
	Iteration 1F: 3 clusters Score -1362231 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1363646.875000 Penalty: 910.196106
	Iteration 2F: 3 clusters Score -1363647 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1365570.875000 Penalty: 910.196106
	Iteration 3F: 3 clusters Score -1365571 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1367394.375000 Penalty: 910.196106
	Iteration 4F: 3 clusters Score -1367394 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1368524.250000 Penalty: 910.196106
	Iteration 5Q: 3 clusters Score -1368524 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -1369019.125000 Penalty: 910.196106
	Iteration 6Q: 3 clusters Score -1369019 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1369256.500000 Penalty: 910.196106
	Iteration 7Q: 3 clusters Score -1369256 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -1369383.875000 Penalty: 910.196106
	Iteration 8Q: 3 clusters Score -1369384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1369454.250000 Penalty: 910.196106
	Iteration 9Q: 3 clusters Score -1369454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -1369496.000000 Penalty: 910.196106
	Iteration 10Q: 3 clusters Score -1369496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -1369526.625000 Penalty: 910.196106
	Iteration 11Q: 3 clusters Score -1369527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -1369564.875000 Penalty: 910.196106
	Iteration 12Q: 3 clusters Score -1369565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -1369591.500000 Penalty: 910.196106
	Iteration 13Q: 3 clusters Score -1369592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1369621.000000 Penalty: 910.196106
	Iteration 14Q: 3 clusters Score -1369621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -1369643.750000 Penalty: 910.196106
	Iteration 15Q: 3 clusters Score -1369644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -1369659.500000 Penalty: 910.196106
	Iteration 16Q: 3 clusters Score -1369660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1369676.250000 Penalty: 910.196106
	Iteration 17Q: 3 clusters Score -1369676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1369684.375000 Penalty: 910.196106
	Iteration 18Q: 3 clusters Score -1369684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -1369687.625000 Penalty: 910.196106
	Iteration 19Q: 3 clusters Score -1369688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1369691.125000 Penalty: 910.196106
	Iteration 20F: 3 clusters Score -1369691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -1369700.875000 Penalty: 910.196106
	Iteration 21Q: 3 clusters Score -1369701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1369702.625000 Penalty: 910.196106
	Iteration 22Q: 3 clusters Score -1369703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -1369709.000000 Penalty: 910.196106
	Iteration 23Q: 3 clusters Score -1369709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -1369712.875000 Penalty: 910.196106
	Iteration 24Q: 3 clusters Score -1369713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -1369714.500000 Penalty: 910.196106
	Iteration 25Q: 3 clusters Score -1369714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -1369717.875000 Penalty: 910.196106
	Iteration 26Q: 3 clusters Score -1369718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -1369721.375000 Penalty: 910.196106
	Iteration 27Q: 3 clusters Score -1369721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -1369730.000000 Penalty: 910.196106
	Iteration 28Q: 3 clusters Score -1369730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -1369729.625000 Penalty: 910.196106
	Iteration 29Q: 3 clusters Score -1369730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -1369733.625000 Penalty: 910.196106
	Iteration 30Q: 3 clusters Score -1369734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -1369736.250000 Penalty: 910.196106
	Iteration 31Q: 3 clusters Score -1369736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -1369738.750000 Penalty: 910.196106
	Iteration 32Q: 3 clusters Score -1369739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -1369739.750000 Penalty: 910.196106
	Iteration 33Q: 3 clusters Score -1369740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -1369739.875000 Penalty: 910.196106
	Iteration 34Q: 3 clusters Score -1369740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -1369739.875000 Penalty: 910.196106
	Iteration 35F: 3 clusters Score -1369740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -1319.609497 Penalty: 315.381958
	Iteration 0F: 3 clusters Score -1319.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 12 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -1210.616577 Penalty: 157.690979
	Iteration 1Q: 2 clusters Score -1210.617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 2F: 2 clusters Score -1402.888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -20923.417969 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -20923.42 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 188 members 
Entering Unmasked Estep 
Score: -20509.931641 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -20509.93 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20609.515625 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -20609.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20634.667969 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -20634.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20639.916016 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -20639.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20645.949219 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -20645.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20654.156250 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -20654.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20661.701172 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -20661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20664.714844 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -20664.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20668.380859 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -20668.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20673.312500 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -20673.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20686.849609 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -20686.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20708.687500 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -20708.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20726.339844 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -20726.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20748.361328 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -20748.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20769.417969 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -20769.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20782.625000 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -20782.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20802.230469 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -20802.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20825.335938 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -20825.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20858.173828 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -20858.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20894.470703 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -20894.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20900.447266 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -20900.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20901.466797 Penalty: 540.794739
	Iteration 21Q: 3 clusters Score -20901.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20901.466797 Penalty: 540.794739
	Iteration 22F: 3 clusters Score -20901.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -12139.088867 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -12139.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11820.558594 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11820.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11893.713867 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11893.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11924.160156 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11924.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11942.798828 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11958.419922 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11958.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11988.710938 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11988.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12002.097656 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -12002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12006.736328 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -12006.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12010.775391 Penalty: 495.653107
	Iteration 8Q: 3 clusters Score -12010.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12011.413086 Penalty: 495.653107
	Iteration 9Q: 3 clusters Score -12011.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12011.413086 Penalty: 495.653107
	Iteration 10F: 3 clusters Score -12011.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8083.310547 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8083.311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7884.022461 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7884.022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7960.624023 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7960.624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7976.291016 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7976.291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7997.775879 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -7997.776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8022.533203 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -8022.533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8041.853027 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -8041.853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8068.614746 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -8068.615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8081.065918 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -8081.066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8094.807129 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -8094.807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8099.845703 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -8099.846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8107.421387 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -8107.421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8108.697266 Penalty: 470.514038
	Iteration 11Q: 3 clusters Score -8108.697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8110.434082 Penalty: 470.514038
	Iteration 12Q: 3 clusters Score -8110.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8112.510254 Penalty: 470.514038
	Iteration 13Q: 3 clusters Score -8112.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8113.787109 Penalty: 470.514038
	Iteration 14Q: 3 clusters Score -8113.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8113.787109 Penalty: 470.514038
	Iteration 15F: 3 clusters Score -8113.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171460 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 90 members 
Mstep: Class 27 contains 124362 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 86 members 
Entering Unmasked Estep 
Score: -23056772.000000 Penalty: 17636.460938
Splitting cluster 26 changes total score from -23057106.000000 to -23056772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (124362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124362 members 
Entering Unmasked Estep 
Score: -7407310.000000 Penalty: 533.758301
	Iteration 0F: 2 clusters Score -7407310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -7325547.500000 Penalty: 1067.516602
	Iteration 0F: 3 clusters Score -7325548 nChanged 60948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -7363359.500000 Penalty: 1067.516602
	Iteration 1F: 3 clusters Score -7363360 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -7365717.500000 Penalty: 1067.516602
	Iteration 2Q: 3 clusters Score -7365718 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -7368308.000000 Penalty: 1067.516602
	Iteration 3F: 3 clusters Score -7368308 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -7371268.000000 Penalty: 1067.516602
	Iteration 4F: 3 clusters Score -7371268 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7374184.500000 Penalty: 1067.516602
	Iteration 5F: 3 clusters Score -7374184 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -7376924.000000 Penalty: 1067.516602
	Iteration 6F: 3 clusters Score -7376924 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -7379648.000000 Penalty: 1067.516602
	Iteration 7Q: 3 clusters Score -7379648 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -7382530.500000 Penalty: 1067.516602
	Iteration 8Q: 3 clusters Score -7382530 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -7385110.000000 Penalty: 1067.516602
	Iteration 9Q: 3 clusters Score -7385110 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -7387344.000000 Penalty: 1067.516602
	Iteration 10Q: 3 clusters Score -7387344 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7389549.000000 Penalty: 1067.516602
	Iteration 11Q: 3 clusters Score -7389549 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7391567.000000 Penalty: 1067.516602
	Iteration 12Q: 3 clusters Score -7391567 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -7393535.000000 Penalty: 1067.516602
	Iteration 13Q: 3 clusters Score -7393535 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -7395566.000000 Penalty: 1067.516602
	Iteration 14Q: 3 clusters Score -7395566 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -7397643.000000 Penalty: 1067.516602
	Iteration 15Q: 3 clusters Score -7397643 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -7399582.500000 Penalty: 1067.516602
	Iteration 16Q: 3 clusters Score -7399582 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110567 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -7401448.000000 Penalty: 1067.516602
	Iteration 17Q: 3 clusters Score -7401448 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -7403084.500000 Penalty: 1067.516602
	Iteration 18Q: 3 clusters Score -7403084 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116639 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -7404332.500000 Penalty: 1067.516602
	Iteration 19Q: 3 clusters Score -7404332 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -7405266.500000 Penalty: 1067.516602
	Iteration 20F: 3 clusters Score -7405266 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120363 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7405924.500000 Penalty: 1067.516602
	Iteration 21Q: 3 clusters Score -7405924 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7406348.000000 Penalty: 1067.516602
	Iteration 22Q: 3 clusters Score -7406348 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7406650.500000 Penalty: 1067.516602
	Iteration 23Q: 3 clusters Score -7406650 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122726 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7406796.500000 Penalty: 1067.516602
	Iteration 24Q: 3 clusters Score -7406796 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123050 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7406876.000000 Penalty: 1067.516602
	Iteration 25Q: 3 clusters Score -7406876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7406942.500000 Penalty: 1067.516602
	Iteration 26Q: 3 clusters Score -7406942 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7406992.500000 Penalty: 1067.516602
	Iteration 27Q: 3 clusters Score -7406992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123572 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7407009.000000 Penalty: 1067.516602
	Iteration 28Q: 3 clusters Score -7407009 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123660 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7407043.000000 Penalty: 1067.516602
	Iteration 29Q: 3 clusters Score -7407043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7407039.000000 Penalty: 1067.516602
	Iteration 30Q: 3 clusters Score -7407039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123777 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7407036.500000 Penalty: 1067.516602
	Iteration 31Q: 3 clusters Score -7407036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123818 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7407027.500000 Penalty: 1067.516602
	Iteration 32Q: 3 clusters Score -7407028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123851 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7407033.500000 Penalty: 1067.516602
	Iteration 33Q: 3 clusters Score -7407034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123873 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7407042.000000 Penalty: 1067.516602
	Iteration 34Q: 3 clusters Score -7407042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7407044.000000 Penalty: 1067.516602
	Iteration 35Q: 3 clusters Score -7407044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123928 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7407043.500000 Penalty: 1067.516602
	Iteration 36Q: 3 clusters Score -7407044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123942 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7407031.000000 Penalty: 1067.516602
	Iteration 37Q: 3 clusters Score -7407031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7407036.500000 Penalty: 1067.516602
	Iteration 38Q: 3 clusters Score -7407036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123966 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7407041.000000 Penalty: 1067.516602
	Iteration 39Q: 3 clusters Score -7407041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7407044.500000 Penalty: 1067.516602
	Iteration 40F: 3 clusters Score -7407044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123978 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7407040.500000 Penalty: 1067.516602
	Iteration 41Q: 3 clusters Score -7407040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7407039.000000 Penalty: 1067.516602
	Iteration 42Q: 3 clusters Score -7407039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7407040.500000 Penalty: 1067.516602
	Iteration 43Q: 3 clusters Score -7407040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7407041.000000 Penalty: 1067.516602
	Iteration 44Q: 3 clusters Score -7407041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123990 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7407030.500000 Penalty: 1067.516602
	Iteration 45Q: 3 clusters Score -7407030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7407035.000000 Penalty: 1067.516602
	Iteration 46Q: 3 clusters Score -7407035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7407035.000000 Penalty: 1067.516602
	Iteration 47F: 3 clusters Score -7407035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9128.640625 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9128.641 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 82 members 
Entering Unmasked Estep 
Score: -8851.013672 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -8851.014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8909.787109 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -8909.787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8934.410156 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -8934.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8951.504883 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -8951.505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8959.260742 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -8959.261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8995.249023 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -8995.249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9003.826172 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -9003.826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9005.350586 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -9005.351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9005.813477 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -9005.813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9006.834961 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -9006.835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9006.834961 Penalty: 467.891388
	Iteration 10F: 3 clusters Score -9006.835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -40820.132812 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -40820.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40227.984375 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -40227.98 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40388.894531 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -40388.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40440.691406 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -40440.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40476.574219 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -40476.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40499.320312 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -40499.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40516.261719 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -40516.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -40530.972656 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -40530.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -40550.343750 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -40550.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -40559.871094 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -40559.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -40568.859375 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -40568.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -40579.683594 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -40579.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40587.636719 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -40587.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -40596.656250 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -40596.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -40603.234375 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -40603.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -40609.109375 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -40609.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -40615.097656 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -40615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -40620.324219 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -40620.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -40621.609375 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -40621.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -40623.875000 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -40623.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -40627.281250 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -40627.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40628.542969 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -40628.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40628.929688 Penalty: 591.753906
	Iteration 21Q: 3 clusters Score -40628.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40628.929688 Penalty: 591.753906
	Iteration 22F: 3 clusters Score -40628.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28565 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171460 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124362 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057090.000000 Penalty: 17048.580078
Iteration 479Q: 30 clusters Score -2.305709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28566 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171459 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124363 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057110.000000 Penalty: 17048.580078
Iteration 480F: 30 clusters Score -2.305711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28567 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171458 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124363 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057102.000000 Penalty: 17048.580078
Iteration 481Q: 30 clusters Score -2.30571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28567 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171457 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057100.000000 Penalty: 17048.580078
Iteration 482Q: 30 clusters Score -2.30571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28568 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171456 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057096.000000 Penalty: 17048.580078
Iteration 483Q: 30 clusters Score -2.30571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28569 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171455 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057098.000000 Penalty: 17048.580078
Iteration 484Q: 30 clusters Score -2.30571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28569 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171455 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057098.000000 Penalty: 17048.580078
Iteration 485F: 30 clusters Score -2.30571e+07 nChanged 0
Entering ConstructFrom: 
Score: -23057098.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -85753.093750 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -85753.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -84602.710938 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -84602.71 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -84996.492188 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -84996.49 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -85045.984375 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -85045.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -85094.179688 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -85094.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85132.320312 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -85132.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85171.453125 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -85171.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85207.296875 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -85207.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85241.078125 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -85241.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85266.648438 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -85266.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85293.320312 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -85293.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -85323.390625 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -85323.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -85341.210938 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -85341.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -85351.304688 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -85351.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -85364.093750 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -85364.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -85381.445312 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -85381.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -85401.773438 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -85401.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -85415.625000 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -85415.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -85422.718750 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -85422.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -85429.765625 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -85429.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -85438.632812 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -85438.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -85446.671875 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -85446.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -85448.281250 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -85448.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -85448.281250 Penalty: 666.708374
	Iteration 22F: 3 clusters Score -85448.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -534886.125000 Penalty: 415.596954
	Iteration 0F: 2 clusters Score -534886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -528687.062500 Penalty: 831.193909
	Iteration 0F: 3 clusters Score -528687.1 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -531152.500000 Penalty: 831.193909
	Iteration 1F: 3 clusters Score -531152.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -531636.062500 Penalty: 831.193909
	Iteration 2F: 3 clusters Score -531636.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -532300.625000 Penalty: 831.193909
	Iteration 3F: 3 clusters Score -532300.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -533012.125000 Penalty: 831.193909
	Iteration 4F: 3 clusters Score -533012.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -533634.625000 Penalty: 831.193909
	Iteration 5F: 3 clusters Score -533634.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -534083.000000 Penalty: 831.193909
	Iteration 6Q: 3 clusters Score -534083 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -534377.750000 Penalty: 831.193909
	Iteration 7Q: 3 clusters Score -534377.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -534533.937500 Penalty: 831.193909
	Iteration 8Q: 3 clusters Score -534533.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -534595.937500 Penalty: 831.193909
	Iteration 9Q: 3 clusters Score -534595.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -534634.875000 Penalty: 831.193909
	Iteration 10Q: 3 clusters Score -534634.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -534656.375000 Penalty: 831.193909
	Iteration 11Q: 3 clusters Score -534656.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -534669.312500 Penalty: 831.193909
	Iteration 12Q: 3 clusters Score -534669.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -534684.875000 Penalty: 831.193909
	Iteration 13Q: 3 clusters Score -534684.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -534697.062500 Penalty: 831.193909
	Iteration 14Q: 3 clusters Score -534697.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -534706.187500 Penalty: 831.193909
	Iteration 15Q: 3 clusters Score -534706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -534715.187500 Penalty: 831.193909
	Iteration 16Q: 3 clusters Score -534715.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -534722.625000 Penalty: 831.193909
	Iteration 17Q: 3 clusters Score -534722.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -534726.125000 Penalty: 831.193909
	Iteration 18Q: 3 clusters Score -534726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -534727.000000 Penalty: 831.193909
	Iteration 19Q: 3 clusters Score -534727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -534728.687500 Penalty: 831.193909
	Iteration 20F: 3 clusters Score -534728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -534730.062500 Penalty: 831.193909
	Iteration 21Q: 3 clusters Score -534730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -534730.500000 Penalty: 831.193909
	Iteration 22Q: 3 clusters Score -534730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -534729.187500 Penalty: 831.193909
	Iteration 23Q: 3 clusters Score -534729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -534730.875000 Penalty: 831.193909
	Iteration 24Q: 3 clusters Score -534730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -534730.437500 Penalty: 831.193909
	Iteration 25Q: 3 clusters Score -534730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -534731.000000 Penalty: 831.193909
	Iteration 26Q: 3 clusters Score -534731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -534731.562500 Penalty: 831.193909
	Iteration 27Q: 3 clusters Score -534731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -534731.937500 Penalty: 831.193909
	Iteration 28Q: 3 clusters Score -534731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -534731.562500 Penalty: 831.193909
	Iteration 29Q: 3 clusters Score -534731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -534731.562500 Penalty: 831.193909
	Iteration 30F: 3 clusters Score -534731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -136107.796875 Penalty: 352.984741
	Iteration 0F: 2 clusters Score -136107.8 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 1197 members 
Entering Unmasked Estep 
Score: -134475.218750 Penalty: 705.969482
	Iteration 0F: 3 clusters Score -134475.2 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -135045.609375 Penalty: 705.969482
	Iteration 1F: 3 clusters Score -135045.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -135115.375000 Penalty: 705.969482
	Iteration 2F: 3 clusters Score -135115.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -135164.140625 Penalty: 705.969482
	Iteration 3Q: 3 clusters Score -135164.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -135205.234375 Penalty: 705.969482
	Iteration 4Q: 3 clusters Score -135205.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -135257.656250 Penalty: 705.969482
	Iteration 5Q: 3 clusters Score -135257.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -135313.562500 Penalty: 705.969482
	Iteration 6Q: 3 clusters Score -135313.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -135379.281250 Penalty: 705.969482
	Iteration 7Q: 3 clusters Score -135379.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -135456.125000 Penalty: 705.969482
	Iteration 8Q: 3 clusters Score -135456.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -135509.078125 Penalty: 705.969482
	Iteration 9Q: 3 clusters Score -135509.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -135553.468750 Penalty: 705.969482
	Iteration 10Q: 3 clusters Score -135553.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -135579.750000 Penalty: 705.969482
	Iteration 11Q: 3 clusters Score -135579.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -135600.250000 Penalty: 705.969482
	Iteration 12Q: 3 clusters Score -135600.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -135616.078125 Penalty: 705.969482
	Iteration 13Q: 3 clusters Score -135616.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -135629.562500 Penalty: 705.969482
	Iteration 14Q: 3 clusters Score -135629.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -135641.500000 Penalty: 705.969482
	Iteration 15Q: 3 clusters Score -135641.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -135650.296875 Penalty: 705.969482
	Iteration 16Q: 3 clusters Score -135650.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -135656.031250 Penalty: 705.969482
	Iteration 17Q: 3 clusters Score -135656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -135660.046875 Penalty: 705.969482
	Iteration 18Q: 3 clusters Score -135660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -135664.593750 Penalty: 705.969482
	Iteration 19Q: 3 clusters Score -135664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -135668.687500 Penalty: 705.969482
	Iteration 20F: 3 clusters Score -135668.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -135671.203125 Penalty: 705.969482
	Iteration 21Q: 3 clusters Score -135671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -135671.890625 Penalty: 705.969482
	Iteration 22Q: 3 clusters Score -135671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -135672.812500 Penalty: 705.969482
	Iteration 23Q: 3 clusters Score -135672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -135673.812500 Penalty: 705.969482
	Iteration 24Q: 3 clusters Score -135673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -135675.453125 Penalty: 705.969482
	Iteration 25Q: 3 clusters Score -135675.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -135678.578125 Penalty: 705.969482
	Iteration 26Q: 3 clusters Score -135678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -135679.296875 Penalty: 705.969482
	Iteration 27Q: 3 clusters Score -135679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -135679.390625 Penalty: 705.969482
	Iteration 28Q: 3 clusters Score -135679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -135679.562500 Penalty: 705.969482
	Iteration 29Q: 3 clusters Score -135679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -135679.828125 Penalty: 705.969482
	Iteration 30Q: 3 clusters Score -135679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -135679.984375 Penalty: 705.969482
	Iteration 31Q: 3 clusters Score -135680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -135680.078125 Penalty: 705.969482
	Iteration 32Q: 3 clusters Score -135680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -135680.218750 Penalty: 705.969482
	Iteration 33Q: 3 clusters Score -135680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -135680.218750 Penalty: 705.969482
	Iteration 34F: 3 clusters Score -135680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -236485.859375 Penalty: 379.174713
	Iteration 0F: 2 clusters Score -236485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -233632.531250 Penalty: 758.349426
	Iteration 0F: 3 clusters Score -233632.5 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -234789.390625 Penalty: 758.349426
	Iteration 1F: 3 clusters Score -234789.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -235004.125000 Penalty: 758.349426
	Iteration 2F: 3 clusters Score -235004.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -235211.468750 Penalty: 758.349426
	Iteration 3F: 3 clusters Score -235211.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -235398.906250 Penalty: 758.349426
	Iteration 4F: 3 clusters Score -235398.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -235528.890625 Penalty: 758.349426
	Iteration 5F: 3 clusters Score -235528.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -235619.859375 Penalty: 758.349426
	Iteration 6Q: 3 clusters Score -235619.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -235663.609375 Penalty: 758.349426
	Iteration 7Q: 3 clusters Score -235663.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -235688.828125 Penalty: 758.349426
	Iteration 8Q: 3 clusters Score -235688.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -235717.046875 Penalty: 758.349426
	Iteration 9Q: 3 clusters Score -235717 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -235737.953125 Penalty: 758.349426
	Iteration 10Q: 3 clusters Score -235738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -235748.718750 Penalty: 758.349426
	Iteration 11Q: 3 clusters Score -235748.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -235758.843750 Penalty: 758.349426
	Iteration 12Q: 3 clusters Score -235758.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -235770.140625 Penalty: 758.349426
	Iteration 13Q: 3 clusters Score -235770.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -235791.937500 Penalty: 758.349426
	Iteration 14Q: 3 clusters Score -235791.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -235822.578125 Penalty: 758.349426
	Iteration 15Q: 3 clusters Score -235822.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -235853.703125 Penalty: 758.349426
	Iteration 16Q: 3 clusters Score -235853.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -235880.921875 Penalty: 758.349426
	Iteration 17Q: 3 clusters Score -235880.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -235900.125000 Penalty: 758.349426
	Iteration 18Q: 3 clusters Score -235900.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -235916.687500 Penalty: 758.349426
	Iteration 19Q: 3 clusters Score -235916.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -235927.406250 Penalty: 758.349426
	Iteration 20F: 3 clusters Score -235927.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -235936.109375 Penalty: 758.349426
	Iteration 21Q: 3 clusters Score -235936.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -235945.437500 Penalty: 758.349426
	Iteration 22Q: 3 clusters Score -235945.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -235955.843750 Penalty: 758.349426
	Iteration 23Q: 3 clusters Score -235955.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -235963.250000 Penalty: 758.349426
	Iteration 24Q: 3 clusters Score -235963.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -235968.515625 Penalty: 758.349426
	Iteration 25Q: 3 clusters Score -235968.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -235970.437500 Penalty: 758.349426
	Iteration 26Q: 3 clusters Score -235970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -235971.921875 Penalty: 758.349426
	Iteration 27Q: 3 clusters Score -235971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -235972.328125 Penalty: 758.349426
	Iteration 28Q: 3 clusters Score -235972.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -235973.015625 Penalty: 758.349426
	Iteration 29Q: 3 clusters Score -235973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -235974.125000 Penalty: 758.349426
	Iteration 30Q: 3 clusters Score -235974.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -235976.656250 Penalty: 758.349426
	Iteration 31Q: 3 clusters Score -235976.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -235984.734375 Penalty: 758.349426
	Iteration 32Q: 3 clusters Score -235984.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -235994.875000 Penalty: 758.349426
	Iteration 33Q: 3 clusters Score -235994.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -236000.937500 Penalty: 758.349426
	Iteration 34Q: 3 clusters Score -236000.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -236005.312500 Penalty: 758.349426
	Iteration 35Q: 3 clusters Score -236005.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -236008.000000 Penalty: 758.349426
	Iteration 36Q: 3 clusters Score -236008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -236011.968750 Penalty: 758.349426
	Iteration 37Q: 3 clusters Score -236012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -236015.265625 Penalty: 758.349426
	Iteration 38Q: 3 clusters Score -236015.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -236020.140625 Penalty: 758.349426
	Iteration 39Q: 3 clusters Score -236020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -236025.578125 Penalty: 758.349426
	Iteration 40F: 3 clusters Score -236025.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -236029.546875 Penalty: 758.349426
	Iteration 41Q: 3 clusters Score -236029.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -236033.671875 Penalty: 758.349426
	Iteration 42Q: 3 clusters Score -236033.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -236036.250000 Penalty: 758.349426
	Iteration 43Q: 3 clusters Score -236036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -236038.343750 Penalty: 758.349426
	Iteration 44Q: 3 clusters Score -236038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -236039.265625 Penalty: 758.349426
	Iteration 45Q: 3 clusters Score -236039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -236041.718750 Penalty: 758.349426
	Iteration 46Q: 3 clusters Score -236041.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -236043.625000 Penalty: 758.349426
	Iteration 47Q: 3 clusters Score -236043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -236044.312500 Penalty: 758.349426
	Iteration 48Q: 3 clusters Score -236044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -236044.687500 Penalty: 758.349426
	Iteration 49Q: 3 clusters Score -236044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -236044.953125 Penalty: 758.349426
	Iteration 50Q: 3 clusters Score -236045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -236045.281250 Penalty: 758.349426
	Iteration 51Q: 3 clusters Score -236045.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -236045.390625 Penalty: 758.349426
	Iteration 52Q: 3 clusters Score -236045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -236045.906250 Penalty: 758.349426
	Iteration 53Q: 3 clusters Score -236045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -236046.046875 Penalty: 758.349426
	Iteration 54Q: 3 clusters Score -236046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -236046.031250 Penalty: 758.349426
	Iteration 55Q: 3 clusters Score -236046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -236046.625000 Penalty: 758.349426
	Iteration 56Q: 3 clusters Score -236046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -236046.625000 Penalty: 758.349426
	Iteration 57F: 3 clusters Score -236046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -82499.859375 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -82499.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81326.093750 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -81326.09 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -81777.976562 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -81777.98 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -81972.062500 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -81972.06 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -82110.976562 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -82110.98 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82208.515625 Penalty: 671.489746
	Iteration 4F: 3 clusters Score -82208.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82257.625000 Penalty: 671.489746
	Iteration 5Q: 3 clusters Score -82257.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82312.039062 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -82312.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82355.007812 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -82355.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82380.429688 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -82380.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82394.601562 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -82394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82404.289062 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -82404.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82411.468750 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -82411.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82416.085938 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -82416.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82418.765625 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -82418.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82420.218750 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -82420.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82420.953125 Penalty: 671.489746
	Iteration 15Q: 3 clusters Score -82420.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82421.359375 Penalty: 671.489746
	Iteration 16Q: 3 clusters Score -82421.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82422.054688 Penalty: 671.489746
	Iteration 17Q: 3 clusters Score -82422.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82423.085938 Penalty: 671.489746
	Iteration 18Q: 3 clusters Score -82423.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82426.468750 Penalty: 671.489746
	Iteration 19Q: 3 clusters Score -82426.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82429.320312 Penalty: 671.489746
	Iteration 20F: 3 clusters Score -82429.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82439.343750 Penalty: 671.489746
	Iteration 21Q: 3 clusters Score -82439.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82442.953125 Penalty: 671.489746
	Iteration 22Q: 3 clusters Score -82442.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82444.156250 Penalty: 671.489746
	Iteration 23Q: 3 clusters Score -82444.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82444.156250 Penalty: 671.489746
	Iteration 24F: 3 clusters Score -82444.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Entering Unmasked Estep 
Score: -298274.781250 Penalty: 388.877228
	Iteration 0F: 2 clusters Score -298274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -294783.562500 Penalty: 777.754456
	Iteration 0F: 3 clusters Score -294783.6 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -296103.406250 Penalty: 777.754456
	Iteration 1F: 3 clusters Score -296103.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -296316.093750 Penalty: 777.754456
	Iteration 2F: 3 clusters Score -296316.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -296597.031250 Penalty: 777.754456
	Iteration 3F: 3 clusters Score -296597 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -296883.375000 Penalty: 777.754456
	Iteration 4F: 3 clusters Score -296883.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -297172.250000 Penalty: 777.754456
	Iteration 5F: 3 clusters Score -297172.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -297442.093750 Penalty: 777.754456
	Iteration 6F: 3 clusters Score -297442.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -297611.406250 Penalty: 777.754456
	Iteration 7Q: 3 clusters Score -297611.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -297696.031250 Penalty: 777.754456
	Iteration 8Q: 3 clusters Score -297696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -297755.281250 Penalty: 777.754456
	Iteration 9Q: 3 clusters Score -297755.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -297797.093750 Penalty: 777.754456
	Iteration 10Q: 3 clusters Score -297797.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -297839.843750 Penalty: 777.754456
	Iteration 11Q: 3 clusters Score -297839.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -297863.687500 Penalty: 777.754456
	Iteration 12Q: 3 clusters Score -297863.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -297883.625000 Penalty: 777.754456
	Iteration 13Q: 3 clusters Score -297883.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -297902.156250 Penalty: 777.754456
	Iteration 14Q: 3 clusters Score -297902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -297913.031250 Penalty: 777.754456
	Iteration 15Q: 3 clusters Score -297913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -297918.343750 Penalty: 777.754456
	Iteration 16Q: 3 clusters Score -297918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -297925.937500 Penalty: 777.754456
	Iteration 17Q: 3 clusters Score -297925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -297931.312500 Penalty: 777.754456
	Iteration 18Q: 3 clusters Score -297931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -297936.187500 Penalty: 777.754456
	Iteration 19Q: 3 clusters Score -297936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -297937.093750 Penalty: 777.754456
	Iteration 20F: 3 clusters Score -297937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -297937.843750 Penalty: 777.754456
	Iteration 21Q: 3 clusters Score -297937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -297937.843750 Penalty: 777.754456
	Iteration 22F: 3 clusters Score -297937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -168925.531250 Penalty: 367.098083
	Iteration 0F: 2 clusters Score -168925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -166718.812500 Penalty: 734.196167
	Iteration 0F: 3 clusters Score -166718.8 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -167531.250000 Penalty: 734.196167
	Iteration 1F: 3 clusters Score -167531.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -167632.343750 Penalty: 734.196167
	Iteration 2F: 3 clusters Score -167632.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -167732.515625 Penalty: 734.196167
	Iteration 3F: 3 clusters Score -167732.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -167830.593750 Penalty: 734.196167
	Iteration 4F: 3 clusters Score -167830.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167954.046875 Penalty: 734.196167
	Iteration 5F: 3 clusters Score -167954 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168082.546875 Penalty: 734.196167
	Iteration 6F: 3 clusters Score -168082.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -168228.546875 Penalty: 734.196167
	Iteration 7F: 3 clusters Score -168228.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -168364.609375 Penalty: 734.196167
	Iteration 8F: 3 clusters Score -168364.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -168460.796875 Penalty: 734.196167
	Iteration 9Q: 3 clusters Score -168460.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -168508.656250 Penalty: 734.196167
	Iteration 10Q: 3 clusters Score -168508.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -168549.250000 Penalty: 734.196167
	Iteration 11Q: 3 clusters Score -168549.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -168578.859375 Penalty: 734.196167
	Iteration 12Q: 3 clusters Score -168578.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -168601.406250 Penalty: 734.196167
	Iteration 13Q: 3 clusters Score -168601.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -168627.593750 Penalty: 734.196167
	Iteration 14Q: 3 clusters Score -168627.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -168651.625000 Penalty: 734.196167
	Iteration 15Q: 3 clusters Score -168651.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -168668.125000 Penalty: 734.196167
	Iteration 16Q: 3 clusters Score -168668.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -168680.390625 Penalty: 734.196167
	Iteration 17Q: 3 clusters Score -168680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -168691.421875 Penalty: 734.196167
	Iteration 18Q: 3 clusters Score -168691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -168697.609375 Penalty: 734.196167
	Iteration 19Q: 3 clusters Score -168697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -168700.406250 Penalty: 734.196167
	Iteration 20F: 3 clusters Score -168700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -98317.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -98317.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -97035.656250 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -97035.66 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -97426.632812 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -97426.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -97504.562500 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -97504.56 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -97582.546875 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -97582.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -97649.109375 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -97649.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97716.968750 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -97716.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -97777.500000 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -97777.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -97829.421875 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -97829.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -97872.750000 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -97872.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -97903.414062 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -97903.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -97918.914062 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -97918.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -97931.367188 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -97931.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -97941.992188 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -97941.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -97948.007812 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -97948.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -97955.289062 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -97955.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -97960.343750 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -97960.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -97962.429688 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -97962.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -97964.757812 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -97964.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -97968.734375 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -97968.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -97972.773438 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -97972.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -97975.570312 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -97975.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -97977.195312 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -97977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -97977.929688 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -97977.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -97978.203125 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -97978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -97978.203125 Penalty: 680.307434
	Iteration 24F: 3 clusters Score -97978.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -366288.312500 Penalty: 400.903046
	Iteration 0F: 2 clusters Score -366288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -361784.875000 Penalty: 801.806091
	Iteration 0F: 3 clusters Score -361784.9 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -363584.125000 Penalty: 801.806091
	Iteration 1F: 3 clusters Score -363584.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -363797.468750 Penalty: 801.806091
	Iteration 2F: 3 clusters Score -363797.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -364033.437500 Penalty: 801.806091
	Iteration 3F: 3 clusters Score -364033.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -364301.375000 Penalty: 801.806091
	Iteration 4F: 3 clusters Score -364301.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -364567.031250 Penalty: 801.806091
	Iteration 5F: 3 clusters Score -364567 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -364784.687500 Penalty: 801.806091
	Iteration 6F: 3 clusters Score -364784.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -364968.625000 Penalty: 801.806091
	Iteration 7Q: 3 clusters Score -364968.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -365138.906250 Penalty: 801.806091
	Iteration 8Q: 3 clusters Score -365138.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -365270.843750 Penalty: 801.806091
	Iteration 9Q: 3 clusters Score -365270.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -365364.906250 Penalty: 801.806091
	Iteration 10Q: 3 clusters Score -365364.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -365426.750000 Penalty: 801.806091
	Iteration 11Q: 3 clusters Score -365426.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -365472.562500 Penalty: 801.806091
	Iteration 12Q: 3 clusters Score -365472.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -365508.781250 Penalty: 801.806091
	Iteration 13Q: 3 clusters Score -365508.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -365547.343750 Penalty: 801.806091
	Iteration 14Q: 3 clusters Score -365547.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -365589.343750 Penalty: 801.806091
	Iteration 15Q: 3 clusters Score -365589.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -365620.406250 Penalty: 801.806091
	Iteration 16Q: 3 clusters Score -365620.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -365642.937500 Penalty: 801.806091
	Iteration 17Q: 3 clusters Score -365642.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -365664.656250 Penalty: 801.806091
	Iteration 18Q: 3 clusters Score -365664.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -365692.968750 Penalty: 801.806091
	Iteration 19Q: 3 clusters Score -365693 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -365730.437500 Penalty: 801.806091
	Iteration 20F: 3 clusters Score -365730.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -365782.593750 Penalty: 801.806091
	Iteration 21Q: 3 clusters Score -365782.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -365833.781250 Penalty: 801.806091
	Iteration 22Q: 3 clusters Score -365833.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -365869.687500 Penalty: 801.806091
	Iteration 23Q: 3 clusters Score -365869.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -365896.687500 Penalty: 801.806091
	Iteration 24Q: 3 clusters Score -365896.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -365925.250000 Penalty: 801.806091
	Iteration 25Q: 3 clusters Score -365925.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -365946.562500 Penalty: 801.806091
	Iteration 26Q: 3 clusters Score -365946.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -365965.125000 Penalty: 801.806091
	Iteration 27Q: 3 clusters Score -365965.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -365979.875000 Penalty: 801.806091
	Iteration 28Q: 3 clusters Score -365979.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -365991.812500 Penalty: 801.806091
	Iteration 29Q: 3 clusters Score -365991.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -366000.593750 Penalty: 801.806091
	Iteration 30Q: 3 clusters Score -366000.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -366009.562500 Penalty: 801.806091
	Iteration 31Q: 3 clusters Score -366009.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -366015.343750 Penalty: 801.806091
	Iteration 32Q: 3 clusters Score -366015.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -366020.187500 Penalty: 801.806091
	Iteration 33Q: 3 clusters Score -366020.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -366024.093750 Penalty: 801.806091
	Iteration 34Q: 3 clusters Score -366024.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -366027.843750 Penalty: 801.806091
	Iteration 35Q: 3 clusters Score -366027.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -366031.531250 Penalty: 801.806091
	Iteration 36Q: 3 clusters Score -366031.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -366034.718750 Penalty: 801.806091
	Iteration 37Q: 3 clusters Score -366034.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -366036.468750 Penalty: 801.806091
	Iteration 38Q: 3 clusters Score -366036.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -366038.062500 Penalty: 801.806091
	Iteration 39Q: 3 clusters Score -366038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -366040.500000 Penalty: 801.806091
	Iteration 40F: 3 clusters Score -366040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -366041.968750 Penalty: 801.806091
	Iteration 41Q: 3 clusters Score -366042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -366042.312500 Penalty: 801.806091
	Iteration 42Q: 3 clusters Score -366042.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -366043.281250 Penalty: 801.806091
	Iteration 43Q: 3 clusters Score -366043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -366043.187500 Penalty: 801.806091
	Iteration 44Q: 3 clusters Score -366043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -366044.062500 Penalty: 801.806091
	Iteration 45Q: 3 clusters Score -366044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -366043.593750 Penalty: 801.806091
	Iteration 46Q: 3 clusters Score -366043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -366044.062500 Penalty: 801.806091
	Iteration 47Q: 3 clusters Score -366044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -366044.250000 Penalty: 801.806091
	Iteration 48Q: 3 clusters Score -366044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -366044.531250 Penalty: 801.806091
	Iteration 49Q: 3 clusters Score -366044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -366044.500000 Penalty: 801.806091
	Iteration 50Q: 3 clusters Score -366044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -366044.468750 Penalty: 801.806091
	Iteration 51Q: 3 clusters Score -366044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -366044.468750 Penalty: 801.806091
	Iteration 52F: 3 clusters Score -366044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -77577.984375 Penalty: 326.727814
	Iteration 0F: 2 clusters Score -77577.98 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 608 members 
Entering Unmasked Estep 
Score: -76607.132812 Penalty: 653.455627
	Iteration 0F: 3 clusters Score -76607.13 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -76973.531250 Penalty: 653.455627
	Iteration 1F: 3 clusters Score -76973.53 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77088.859375 Penalty: 653.455627
	Iteration 2F: 3 clusters Score -77088.86 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77219.085938 Penalty: 653.455627
	Iteration 3F: 3 clusters Score -77219.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77322.453125 Penalty: 653.455627
	Iteration 4F: 3 clusters Score -77322.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77387.132812 Penalty: 653.455627
	Iteration 5F: 3 clusters Score -77387.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77424.406250 Penalty: 653.455627
	Iteration 6Q: 3 clusters Score -77424.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77448.632812 Penalty: 653.455627
	Iteration 7Q: 3 clusters Score -77448.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77464.257812 Penalty: 653.455627
	Iteration 8Q: 3 clusters Score -77464.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77480.242188 Penalty: 653.455627
	Iteration 9Q: 3 clusters Score -77480.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77492.906250 Penalty: 653.455627
	Iteration 10Q: 3 clusters Score -77492.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77509.273438 Penalty: 653.455627
	Iteration 11Q: 3 clusters Score -77509.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77521.937500 Penalty: 653.455627
	Iteration 12Q: 3 clusters Score -77521.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77528.726562 Penalty: 653.455627
	Iteration 13Q: 3 clusters Score -77528.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77532.742188 Penalty: 653.455627
	Iteration 14Q: 3 clusters Score -77532.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77535.273438 Penalty: 653.455627
	Iteration 15Q: 3 clusters Score -77535.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77538.867188 Penalty: 653.455627
	Iteration 16Q: 3 clusters Score -77538.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77541.789062 Penalty: 653.455627
	Iteration 17Q: 3 clusters Score -77541.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77543.070312 Penalty: 653.455627
	Iteration 18Q: 3 clusters Score -77543.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77544.187500 Penalty: 653.455627
	Iteration 19Q: 3 clusters Score -77544.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77544.515625 Penalty: 653.455627
	Iteration 20F: 3 clusters Score -77544.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Entering Unmasked Estep 
Score: -1599396.500000 Penalty: 466.833527
	Iteration 0F: 2 clusters Score -1599396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1580271.250000 Penalty: 933.667053
	Iteration 0F: 3 clusters Score -1580271 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1588240.375000 Penalty: 933.667053
	Iteration 1F: 3 clusters Score -1588240 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1588817.250000 Penalty: 933.667053
	Iteration 2Q: 3 clusters Score -1588817 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1589622.750000 Penalty: 933.667053
	Iteration 3F: 3 clusters Score -1589623 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -1590911.875000 Penalty: 933.667053
	Iteration 4F: 3 clusters Score -1590912 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1592607.250000 Penalty: 933.667053
	Iteration 5F: 3 clusters Score -1592607 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1594352.500000 Penalty: 933.667053
	Iteration 6F: 3 clusters Score -1594352 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -1595944.625000 Penalty: 933.667053
	Iteration 7F: 3 clusters Score -1595945 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -1597106.375000 Penalty: 933.667053
	Iteration 8Q: 3 clusters Score -1597106 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1597849.625000 Penalty: 933.667053
	Iteration 9Q: 3 clusters Score -1597850 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -1598303.625000 Penalty: 933.667053
	Iteration 10Q: 3 clusters Score -1598304 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -1598601.500000 Penalty: 933.667053
	Iteration 11Q: 3 clusters Score -1598602 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -1598788.375000 Penalty: 933.667053
	Iteration 12Q: 3 clusters Score -1598788 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -1598888.125000 Penalty: 933.667053
	Iteration 13Q: 3 clusters Score -1598888 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -1598955.125000 Penalty: 933.667053
	Iteration 14Q: 3 clusters Score -1598955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -1598997.250000 Penalty: 933.667053
	Iteration 15Q: 3 clusters Score -1598997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -1599048.375000 Penalty: 933.667053
	Iteration 16Q: 3 clusters Score -1599048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1599078.625000 Penalty: 933.667053
	Iteration 17Q: 3 clusters Score -1599079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1599093.375000 Penalty: 933.667053
	Iteration 18Q: 3 clusters Score -1599093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1599098.500000 Penalty: 933.667053
	Iteration 19Q: 3 clusters Score -1599098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1599109.500000 Penalty: 933.667053
	Iteration 20F: 3 clusters Score -1599110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1599112.375000 Penalty: 933.667053
	Iteration 21Q: 3 clusters Score -1599112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1599114.000000 Penalty: 933.667053
	Iteration 22Q: 3 clusters Score -1599114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -1599115.125000 Penalty: 933.667053
	Iteration 23Q: 3 clusters Score -1599115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1599117.125000 Penalty: 933.667053
	Iteration 24Q: 3 clusters Score -1599117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1599118.750000 Penalty: 933.667053
	Iteration 25Q: 3 clusters Score -1599119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -1599122.125000 Penalty: 933.667053
	Iteration 26Q: 3 clusters Score -1599122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -1599121.875000 Penalty: 933.667053
	Iteration 27Q: 3 clusters Score -1599122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1599125.500000 Penalty: 933.667053
	Iteration 28Q: 3 clusters Score -1599126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1599124.750000 Penalty: 933.667053
	Iteration 29Q: 3 clusters Score -1599125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1599124.750000 Penalty: 933.667053
	Iteration 30F: 3 clusters Score -1599125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6141.048828 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6141.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5932.128418 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5932.128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6016.398926 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6016.399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6035.769043 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6035.769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6053.628906 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6053.629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6076.499023 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6076.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6088.274414 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6088.274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6100.437500 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6100.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6121.967773 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6121.968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6160.267090 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -6160.267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6181.934570 Penalty: 449.037140
	Iteration 9Q: 3 clusters Score -6181.935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6208.962891 Penalty: 449.037140
	Iteration 10Q: 3 clusters Score -6208.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6213.583008 Penalty: 449.037140
	Iteration 11Q: 3 clusters Score -6213.583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6213.583008 Penalty: 449.037140
	Iteration 12F: 3 clusters Score -6213.583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28569 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171455 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 38 members 
Entering Unmasked Estep 
Score: -23056810.000000 Penalty: 17636.460938
Splitting cluster 12 changes total score from -23057098.000000 to -23056810.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -969391.312500 Penalty: 438.607117
	Iteration 0F: 2 clusters Score -969391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -959140.000000 Penalty: 877.214233
	Iteration 0F: 3 clusters Score -959140 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -963443.250000 Penalty: 877.214233
	Iteration 1F: 3 clusters Score -963443.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -963745.625000 Penalty: 877.214233
	Iteration 2Q: 3 clusters Score -963745.6 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -964183.437500 Penalty: 877.214233
	Iteration 3F: 3 clusters Score -964183.4 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -964865.062500 Penalty: 877.214233
	Iteration 4F: 3 clusters Score -964865.1 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -965877.625000 Penalty: 877.214233
	Iteration 5F: 3 clusters Score -965877.6 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -966892.937500 Penalty: 877.214233
	Iteration 6F: 3 clusters Score -966892.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -967500.062500 Penalty: 877.214233
	Iteration 7F: 3 clusters Score -967500.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -967768.062500 Penalty: 877.214233
	Iteration 8Q: 3 clusters Score -967768.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -967916.000000 Penalty: 877.214233
	Iteration 9Q: 3 clusters Score -967916 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -968008.500000 Penalty: 877.214233
	Iteration 10Q: 3 clusters Score -968008.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -968105.250000 Penalty: 877.214233
	Iteration 11Q: 3 clusters Score -968105.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -968199.687500 Penalty: 877.214233
	Iteration 12Q: 3 clusters Score -968199.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -968275.937500 Penalty: 877.214233
	Iteration 13Q: 3 clusters Score -968275.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -968335.000000 Penalty: 877.214233
	Iteration 14Q: 3 clusters Score -968335 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -968376.812500 Penalty: 877.214233
	Iteration 15Q: 3 clusters Score -968376.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -968419.625000 Penalty: 877.214233
	Iteration 16Q: 3 clusters Score -968419.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -968459.125000 Penalty: 877.214233
	Iteration 17Q: 3 clusters Score -968459.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -968494.500000 Penalty: 877.214233
	Iteration 18Q: 3 clusters Score -968494.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -968518.625000 Penalty: 877.214233
	Iteration 19Q: 3 clusters Score -968518.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -968540.625000 Penalty: 877.214233
	Iteration 20F: 3 clusters Score -968540.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -968554.625000 Penalty: 877.214233
	Iteration 21Q: 3 clusters Score -968554.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -968578.000000 Penalty: 877.214233
	Iteration 22Q: 3 clusters Score -968578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -968597.875000 Penalty: 877.214233
	Iteration 23Q: 3 clusters Score -968597.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -968613.187500 Penalty: 877.214233
	Iteration 24Q: 3 clusters Score -968613.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -968627.000000 Penalty: 877.214233
	Iteration 25Q: 3 clusters Score -968627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -968641.937500 Penalty: 877.214233
	Iteration 26Q: 3 clusters Score -968641.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -968650.000000 Penalty: 877.214233
	Iteration 27Q: 3 clusters Score -968650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -968663.750000 Penalty: 877.214233
	Iteration 28Q: 3 clusters Score -968663.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -968674.375000 Penalty: 877.214233
	Iteration 29Q: 3 clusters Score -968674.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -968687.500000 Penalty: 877.214233
	Iteration 30Q: 3 clusters Score -968687.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -968700.312500 Penalty: 877.214233
	Iteration 31Q: 3 clusters Score -968700.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -968708.437500 Penalty: 877.214233
	Iteration 32Q: 3 clusters Score -968708.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -968718.187500 Penalty: 877.214233
	Iteration 33Q: 3 clusters Score -968718.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -968726.562500 Penalty: 877.214233
	Iteration 34Q: 3 clusters Score -968726.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -968731.250000 Penalty: 877.214233
	Iteration 35Q: 3 clusters Score -968731.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -968735.250000 Penalty: 877.214233
	Iteration 36Q: 3 clusters Score -968735.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -968739.937500 Penalty: 877.214233
	Iteration 37Q: 3 clusters Score -968739.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -968744.812500 Penalty: 877.214233
	Iteration 38Q: 3 clusters Score -968744.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968744.437500 Penalty: 877.214233
	Iteration 39Q: 3 clusters Score -968744.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -968750.625000 Penalty: 877.214233
	Iteration 40F: 3 clusters Score -968750.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -968754.687500 Penalty: 877.214233
	Iteration 41Q: 3 clusters Score -968754.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -968759.687500 Penalty: 877.214233
	Iteration 42Q: 3 clusters Score -968759.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -968762.750000 Penalty: 877.214233
	Iteration 43Q: 3 clusters Score -968762.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -968765.625000 Penalty: 877.214233
	Iteration 44Q: 3 clusters Score -968765.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -968767.875000 Penalty: 877.214233
	Iteration 45Q: 3 clusters Score -968767.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -968770.125000 Penalty: 877.214233
	Iteration 46Q: 3 clusters Score -968770.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -968771.937500 Penalty: 877.214233
	Iteration 47Q: 3 clusters Score -968771.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -968780.812500 Penalty: 877.214233
	Iteration 48Q: 3 clusters Score -968780.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -968792.250000 Penalty: 877.214233
	Iteration 49Q: 3 clusters Score -968792.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -968806.562500 Penalty: 877.214233
	Iteration 50Q: 3 clusters Score -968806.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -968818.187500 Penalty: 877.214233
	Iteration 51Q: 3 clusters Score -968818.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -968829.875000 Penalty: 877.214233
	Iteration 52Q: 3 clusters Score -968829.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -968837.437500 Penalty: 877.214233
	Iteration 53Q: 3 clusters Score -968837.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -968852.625000 Penalty: 877.214233
	Iteration 54Q: 3 clusters Score -968852.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -968865.562500 Penalty: 877.214233
	Iteration 55Q: 3 clusters Score -968865.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -968877.437500 Penalty: 877.214233
	Iteration 56Q: 3 clusters Score -968877.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -968892.375000 Penalty: 877.214233
	Iteration 57Q: 3 clusters Score -968892.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -968903.187500 Penalty: 877.214233
	Iteration 58Q: 3 clusters Score -968903.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -968915.875000 Penalty: 877.214233
	Iteration 59Q: 3 clusters Score -968915.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -968938.312500 Penalty: 877.214233
	Iteration 60F: 3 clusters Score -968938.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -968957.062500 Penalty: 877.214233
	Iteration 61Q: 3 clusters Score -968957.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -968964.000000 Penalty: 877.214233
	Iteration 62Q: 3 clusters Score -968964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -968971.187500 Penalty: 877.214233
	Iteration 63Q: 3 clusters Score -968971.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -968975.062500 Penalty: 877.214233
	Iteration 64Q: 3 clusters Score -968975.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -968982.812500 Penalty: 877.214233
	Iteration 65Q: 3 clusters Score -968982.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -968984.750000 Penalty: 877.214233
	Iteration 66Q: 3 clusters Score -968984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -968990.687500 Penalty: 877.214233
	Iteration 67Q: 3 clusters Score -968990.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -968994.750000 Penalty: 877.214233
	Iteration 68Q: 3 clusters Score -968994.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -968999.312500 Penalty: 877.214233
	Iteration 69Q: 3 clusters Score -968999.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -969000.500000 Penalty: 877.214233
	Iteration 70Q: 3 clusters Score -969000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -969000.562500 Penalty: 877.214233
	Iteration 71Q: 3 clusters Score -969000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -969002.437500 Penalty: 877.214233
	Iteration 72Q: 3 clusters Score -969002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -969003.250000 Penalty: 877.214233
	Iteration 73Q: 3 clusters Score -969003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -969006.187500 Penalty: 877.214233
	Iteration 74Q: 3 clusters Score -969006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -969006.500000 Penalty: 877.214233
	Iteration 75Q: 3 clusters Score -969006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -969006.250000 Penalty: 877.214233
	Iteration 76Q: 3 clusters Score -969006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -969007.187500 Penalty: 877.214233
	Iteration 77Q: 3 clusters Score -969007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -969008.500000 Penalty: 877.214233
	Iteration 78Q: 3 clusters Score -969008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -969009.312500 Penalty: 877.214233
	Iteration 79Q: 3 clusters Score -969009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -969008.875000 Penalty: 877.214233
	Iteration 80F: 3 clusters Score -969008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -969010.000000 Penalty: 877.214233
	Iteration 81Q: 3 clusters Score -969010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -969008.312500 Penalty: 877.214233
	Iteration 82Q: 3 clusters Score -969008.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -969008.875000 Penalty: 877.214233
	Iteration 83Q: 3 clusters Score -969008.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -969011.312500 Penalty: 877.214233
	Iteration 84Q: 3 clusters Score -969011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -969012.062500 Penalty: 877.214233
	Iteration 85Q: 3 clusters Score -969012.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -969016.500000 Penalty: 877.214233
	Iteration 86Q: 3 clusters Score -969016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -969016.125000 Penalty: 877.214233
	Iteration 87Q: 3 clusters Score -969016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -969016.750000 Penalty: 877.214233
	Iteration 88Q: 3 clusters Score -969016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -969019.937500 Penalty: 877.214233
	Iteration 89Q: 3 clusters Score -969019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -969019.625000 Penalty: 877.214233
	Iteration 90Q: 3 clusters Score -969019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -969021.375000 Penalty: 877.214233
	Iteration 91Q: 3 clusters Score -969021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -969023.187500 Penalty: 877.214233
	Iteration 92Q: 3 clusters Score -969023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -969024.375000 Penalty: 877.214233
	Iteration 93Q: 3 clusters Score -969024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -969023.687500 Penalty: 877.214233
	Iteration 94Q: 3 clusters Score -969023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -969023.500000 Penalty: 877.214233
	Iteration 95Q: 3 clusters Score -969023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -969025.187500 Penalty: 877.214233
	Iteration 96Q: 3 clusters Score -969025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -969025.937500 Penalty: 877.214233
	Iteration 97Q: 3 clusters Score -969025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -969025.312500 Penalty: 877.214233
	Iteration 98Q: 3 clusters Score -969025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -969026.187500 Penalty: 877.214233
	Iteration 99Q: 3 clusters Score -969026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -969026.187500 Penalty: 877.214233
	Iteration 100F: 3 clusters Score -969026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -94086.265625 Penalty: 338.925690
	Iteration 0F: 2 clusters Score -94086.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -92844.546875 Penalty: 677.851379
	Iteration 0F: 3 clusters Score -92844.55 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -93376.750000 Penalty: 677.851379
	Iteration 1F: 3 clusters Score -93376.75 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -93525.570312 Penalty: 677.851379
	Iteration 2F: 3 clusters Score -93525.57 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -93662.257812 Penalty: 677.851379
	Iteration 3F: 3 clusters Score -93662.26 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -93768.484375 Penalty: 677.851379
	Iteration 4F: 3 clusters Score -93768.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -93838.945312 Penalty: 677.851379
	Iteration 5F: 3 clusters Score -93838.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -93883.828125 Penalty: 677.851379
	Iteration 6Q: 3 clusters Score -93883.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -93913.578125 Penalty: 677.851379
	Iteration 7Q: 3 clusters Score -93913.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -93928.859375 Penalty: 677.851379
	Iteration 8Q: 3 clusters Score -93928.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -93938.843750 Penalty: 677.851379
	Iteration 9Q: 3 clusters Score -93938.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93943.367188 Penalty: 677.851379
	Iteration 10Q: 3 clusters Score -93943.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -93946.546875 Penalty: 677.851379
	Iteration 11Q: 3 clusters Score -93946.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -93949.664062 Penalty: 677.851379
	Iteration 12Q: 3 clusters Score -93949.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -93950.703125 Penalty: 677.851379
	Iteration 13Q: 3 clusters Score -93950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -93951.203125 Penalty: 677.851379
	Iteration 14Q: 3 clusters Score -93951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -93952.921875 Penalty: 677.851379
	Iteration 15Q: 3 clusters Score -93952.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -93954.070312 Penalty: 677.851379
	Iteration 16Q: 3 clusters Score -93954.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -93956.132812 Penalty: 677.851379
	Iteration 17Q: 3 clusters Score -93956.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -93959.000000 Penalty: 677.851379
	Iteration 18Q: 3 clusters Score -93959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -93960.609375 Penalty: 677.851379
	Iteration 19Q: 3 clusters Score -93960.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -93962.414062 Penalty: 677.851379
	Iteration 20F: 3 clusters Score -93962.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -93963.765625 Penalty: 677.851379
	Iteration 21Q: 3 clusters Score -93963.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -93965.039062 Penalty: 677.851379
	Iteration 22Q: 3 clusters Score -93965.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -93965.953125 Penalty: 677.851379
	Iteration 23Q: 3 clusters Score -93965.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -93967.335938 Penalty: 677.851379
	Iteration 24Q: 3 clusters Score -93967.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -93968.367188 Penalty: 677.851379
	Iteration 25Q: 3 clusters Score -93968.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -93969.140625 Penalty: 677.851379
	Iteration 26Q: 3 clusters Score -93969.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -93969.757812 Penalty: 677.851379
	Iteration 27Q: 3 clusters Score -93969.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -93970.039062 Penalty: 677.851379
	Iteration 28Q: 3 clusters Score -93970.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -93970.070312 Penalty: 677.851379
	Iteration 29Q: 3 clusters Score -93970.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -93970.070312 Penalty: 677.851379
	Iteration 30F: 3 clusters Score -93970.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -61784.750000 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -61784.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60920.843750 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -60920.84 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -61172.753906 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -61172.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61219.187500 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -61219.19 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -61259.753906 Penalty: 637.113342
	Iteration 3F: 3 clusters Score -61259.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61292.554688 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -61292.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -61312.039062 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -61312.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61336.054688 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -61336.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -61362.804688 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -61362.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61388.324219 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -61388.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61410.191406 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -61410.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -61433.105469 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -61433.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -61440.402344 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -61440.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61443.839844 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -61443.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -61447.617188 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -61447.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61449.378906 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -61449.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -61450.289062 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -61450.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61450.730469 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -61450.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -61452.464844 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -61452.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -61455.015625 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -61455.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61455.703125 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -61455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -61456.050781 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -61456.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61456.574219 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -61456.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61456.937500 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -61456.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61457.367188 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -61457.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -61459.226562 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -61459.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61462.593750 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -61462.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61465.628906 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -61465.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61466.097656 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -61466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61466.429688 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -61466.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61466.898438 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -61466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -61467.238281 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -61467.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61467.300781 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -61467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61467.300781 Penalty: 637.113342
	Iteration 32F: 3 clusters Score -61467.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -27609.191406 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -27609.19 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 238 members 
Entering Unmasked Estep 
Score: -27102.267578 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -27102.27 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27253.984375 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -27253.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27293.003906 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -27293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27324.474609 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -27324.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27355.046875 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -27355.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27379.408203 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -27379.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27401.480469 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -27401.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27415.636719 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -27415.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27418.843750 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -27418.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27423.789062 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -27423.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27425.451172 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -27425.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27425.779297 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -27425.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27426.001953 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -27426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27426.001953 Penalty: 564.798401
	Iteration 13F: 3 clusters Score -27426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5163.892578 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5163.893 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 59 members 
Entering Unmasked Estep 
Score: -4948.333008 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4948.333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4986.085449 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4986.085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4997.826660 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -4997.827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5008.244141 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5008.244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5011.683594 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5011.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5011.683594 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5011.684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4652.072754 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4652.073 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 44 members 
Entering Unmasked Estep 
Score: -4460.497070 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4460.497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4486.052734 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4486.053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4490.220703 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -4490.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4492.261230 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4492.261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4499.084473 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -4499.084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4501.115234 Penalty: 410.488220
	Iteration 5Q: 3 clusters Score -4501.115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4501.115234 Penalty: 410.488220
	Iteration 6F: 3 clusters Score -4501.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Entering Unmasked Estep 
Score: -9987805.000000 Penalty: 548.369446
	Iteration 0F: 2 clusters Score -9987805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -9878432.000000 Penalty: 1096.738892
	Iteration 0F: 3 clusters Score -9878432 nChanged 84273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -9938758.000000 Penalty: 1096.738892
	Iteration 1F: 3 clusters Score -9938758 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -9947970.000000 Penalty: 1096.738892
	Iteration 2F: 3 clusters Score -9947970 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -9958114.000000 Penalty: 1096.738892
	Iteration 3F: 3 clusters Score -9958114 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -9965080.000000 Penalty: 1096.738892
	Iteration 4F: 3 clusters Score -9965080 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -9968215.000000 Penalty: 1096.738892
	Iteration 5Q: 3 clusters Score -9968215 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -9969612.000000 Penalty: 1096.738892
	Iteration 6Q: 3 clusters Score -9969612 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -9970580.000000 Penalty: 1096.738892
	Iteration 7Q: 3 clusters Score -9970580 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116500 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -9971763.000000 Penalty: 1096.738892
	Iteration 8Q: 3 clusters Score -9971763 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -9973038.000000 Penalty: 1096.738892
	Iteration 9Q: 3 clusters Score -9973038 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122445 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -9974421.000000 Penalty: 1096.738892
	Iteration 10Q: 3 clusters Score -9974421 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125356 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -9975771.000000 Penalty: 1096.738892
	Iteration 11Q: 3 clusters Score -9975771 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128261 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -9977116.000000 Penalty: 1096.738892
	Iteration 12Q: 3 clusters Score -9977116 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -9978486.000000 Penalty: 1096.738892
	Iteration 13Q: 3 clusters Score -9978486 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134566 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -9979719.000000 Penalty: 1096.738892
	Iteration 14Q: 3 clusters Score -9979719 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137900 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -9980867.000000 Penalty: 1096.738892
	Iteration 15Q: 3 clusters Score -9980867 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141202 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -9981837.000000 Penalty: 1096.738892
	Iteration 16Q: 3 clusters Score -9981837 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144429 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -9982694.000000 Penalty: 1096.738892
	Iteration 17Q: 3 clusters Score -9982694 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147520 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -9983295.000000 Penalty: 1096.738892
	Iteration 18Q: 3 clusters Score -9983295 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -9983705.000000 Penalty: 1096.738892
	Iteration 19Q: 3 clusters Score -9983705 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -9984073.000000 Penalty: 1096.738892
	Iteration 20F: 3 clusters Score -9984073 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155686 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -9984678.000000 Penalty: 1096.738892
	Iteration 21Q: 3 clusters Score -9984678 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -9985038.000000 Penalty: 1096.738892
	Iteration 22Q: 3 clusters Score -9985038 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -9985397.000000 Penalty: 1096.738892
	Iteration 23Q: 3 clusters Score -9985397 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -9985615.000000 Penalty: 1096.738892
	Iteration 24Q: 3 clusters Score -9985615 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -9985857.000000 Penalty: 1096.738892
	Iteration 25Q: 3 clusters Score -9985857 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -9986109.000000 Penalty: 1096.738892
	Iteration 26Q: 3 clusters Score -9986109 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -9986289.000000 Penalty: 1096.738892
	Iteration 27Q: 3 clusters Score -9986289 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -9986466.000000 Penalty: 1096.738892
	Iteration 28Q: 3 clusters Score -9986466 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -9986693.000000 Penalty: 1096.738892
	Iteration 29Q: 3 clusters Score -9986693 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9986858.000000 Penalty: 1096.738892
	Iteration 30Q: 3 clusters Score -9986858 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9987031.000000 Penalty: 1096.738892
	Iteration 31Q: 3 clusters Score -9987031 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9987122.000000 Penalty: 1096.738892
	Iteration 32Q: 3 clusters Score -9987122 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9987183.000000 Penalty: 1096.738892
	Iteration 33Q: 3 clusters Score -9987183 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9987301.000000 Penalty: 1096.738892
	Iteration 34Q: 3 clusters Score -9987301 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170421 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9987312.000000 Penalty: 1096.738892
	Iteration 35Q: 3 clusters Score -9987312 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170602 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9987310.000000 Penalty: 1096.738892
	Iteration 36Q: 3 clusters Score -9987310 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9987341.000000 Penalty: 1096.738892
	Iteration 37Q: 3 clusters Score -9987341 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9987343.000000 Penalty: 1096.738892
	Iteration 38Q: 3 clusters Score -9987343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170936 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9987345.000000 Penalty: 1096.738892
	Iteration 39Q: 3 clusters Score -9987345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9987345.000000 Penalty: 1096.738892
	Iteration 40F: 3 clusters Score -9987345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9987371.000000 Penalty: 1096.738892
	Iteration 41Q: 3 clusters Score -9987371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9987357.000000 Penalty: 1096.738892
	Iteration 42Q: 3 clusters Score -9987357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9987364.000000 Penalty: 1096.738892
	Iteration 43Q: 3 clusters Score -9987364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171111 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9987371.000000 Penalty: 1096.738892
	Iteration 44Q: 3 clusters Score -9987371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9987374.000000 Penalty: 1096.738892
	Iteration 45Q: 3 clusters Score -9987374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171151 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9987374.000000 Penalty: 1096.738892
	Iteration 46Q: 3 clusters Score -9987374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9987388.000000 Penalty: 1096.738892
	Iteration 47Q: 3 clusters Score -9987388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9987402.000000 Penalty: 1096.738892
	Iteration 48Q: 3 clusters Score -9987402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9987399.000000 Penalty: 1096.738892
	Iteration 49Q: 3 clusters Score -9987399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171187 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9987411.000000 Penalty: 1096.738892
	Iteration 50Q: 3 clusters Score -9987411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9987410.000000 Penalty: 1096.738892
	Iteration 51Q: 3 clusters Score -9987410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9987410.000000 Penalty: 1096.738892
	Iteration 52Q: 3 clusters Score -9987410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9987406.000000 Penalty: 1096.738892
	Iteration 53Q: 3 clusters Score -9987406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171212 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9987411.000000 Penalty: 1096.738892
	Iteration 54Q: 3 clusters Score -9987411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171212 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9987414.000000 Penalty: 1096.738892
	Iteration 55Q: 3 clusters Score -9987414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9987410.000000 Penalty: 1096.738892
	Iteration 56Q: 3 clusters Score -9987410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9987411.000000 Penalty: 1096.738892
	Iteration 57Q: 3 clusters Score -9987411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9987406.000000 Penalty: 1096.738892
	Iteration 58Q: 3 clusters Score -9987406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9987403.000000 Penalty: 1096.738892
	Iteration 59Q: 3 clusters Score -9987403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9987403.000000 Penalty: 1096.738892
	Iteration 60F: 3 clusters Score -9987403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9987401.000000 Penalty: 1096.738892
	Iteration 61Q: 3 clusters Score -9987401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9987403.000000 Penalty: 1096.738892
	Iteration 62Q: 3 clusters Score -9987403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9987404.000000 Penalty: 1096.738892
	Iteration 63Q: 3 clusters Score -9987404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9987399.000000 Penalty: 1096.738892
	Iteration 64Q: 3 clusters Score -9987399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9987410.000000 Penalty: 1096.738892
	Iteration 65Q: 3 clusters Score -9987410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9987419.000000 Penalty: 1096.738892
	Iteration 66Q: 3 clusters Score -9987419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9987406.000000 Penalty: 1096.738892
	Iteration 67Q: 3 clusters Score -9987406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9987422.000000 Penalty: 1096.738892
	Iteration 68Q: 3 clusters Score -9987422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9987422.000000 Penalty: 1096.738892
	Iteration 69Q: 3 clusters Score -9987422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9987419.000000 Penalty: 1096.738892
	Iteration 70Q: 3 clusters Score -9987419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9987423.000000 Penalty: 1096.738892
	Iteration 71Q: 3 clusters Score -9987423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9987429.000000 Penalty: 1096.738892
	Iteration 72Q: 3 clusters Score -9987429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9987429.000000 Penalty: 1096.738892
	Iteration 73F: 3 clusters Score -9987429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -10214.430664 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -10214.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9925.712891 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9925.713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10050.779297 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -10050.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10121.453125 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -10121.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10172.295898 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -10172.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10236.144531 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -10236.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10338.043945 Penalty: 488.728058
	Iteration 5F: 3 clusters Score -10338.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10397.476562 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -10397.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10420.694336 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -10420.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10432.567383 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -10432.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10433.602539 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -10433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10435.342773 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -10435.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10441.429688 Penalty: 488.728058
	Iteration 11Q: 3 clusters Score -10441.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10446.583984 Penalty: 488.728058
	Iteration 12Q: 3 clusters Score -10446.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10446.583984 Penalty: 488.728058
	Iteration 13F: 3 clusters Score -10446.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3273 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 28569 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 91 members 
Mstep: Class 19 contains 171455 members 
Mstep: Class 20 contains 110 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 32 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 176 members 
Mstep: Class 27 contains 124364 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 105 members 
Entering Unmasked Estep 
Score: -23056986.000000 Penalty: 17636.460938
Splitting cluster 20 changes total score from -23057098.000000 to -23056986.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -53729.984375 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -53729.98 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 474 members 
Entering Unmasked Estep 
Score: -52950.769531 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -52950.77 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -53165.843750 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -53165.84 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -53211.230469 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -53211.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -53229.171875 Penalty: 624.606079
	Iteration 3Q: 3 clusters Score -53229.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -53243.929688 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -53243.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -53252.187500 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -53252.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -53259.406250 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -53259.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -53263.695312 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -53263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -53269.054688 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -53269.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -53272.183594 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -53272.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -53276.164062 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -53276.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53284.457031 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -53284.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -53295.710938 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -53295.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53304.562500 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -53304.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -53314.804688 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -53314.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53326.011719 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -53326.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -53341.175781 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -53341.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -53356.890625 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -53356.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53370.175781 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -53370.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -53384.183594 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -53384.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53394.824219 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -53394.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53404.519531 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -53404.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53415.554688 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -53415.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53426.167969 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -53426.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -53435.175781 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -53435.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -53441.800781 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -53441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53456.628906 Penalty: 624.606079
	Iteration 26Q: 3 clusters Score -53456.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -53470.070312 Penalty: 624.606079
	Iteration 27Q: 3 clusters Score -53470.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53486.921875 Penalty: 624.606079
	Iteration 28Q: 3 clusters Score -53486.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -53499.609375 Penalty: 624.606079
	Iteration 29Q: 3 clusters Score -53499.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -53512.191406 Penalty: 624.606079
	Iteration 30Q: 3 clusters Score -53512.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -53516.167969 Penalty: 624.606079
	Iteration 31Q: 3 clusters Score -53516.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -53527.445312 Penalty: 624.606079
	Iteration 32Q: 3 clusters Score -53527.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -53541.375000 Penalty: 624.606079
	Iteration 33Q: 3 clusters Score -53541.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53564.546875 Penalty: 624.606079
	Iteration 34Q: 3 clusters Score -53564.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -53584.753906 Penalty: 624.606079
	Iteration 35Q: 3 clusters Score -53584.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -53597.667969 Penalty: 624.606079
	Iteration 36Q: 3 clusters Score -53597.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -53609.406250 Penalty: 624.606079
	Iteration 37Q: 3 clusters Score -53609.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -53618.421875 Penalty: 624.606079
	Iteration 38Q: 3 clusters Score -53618.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -53629.992188 Penalty: 624.606079
	Iteration 39Q: 3 clusters Score -53629.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53639.148438 Penalty: 624.606079
	Iteration 40F: 3 clusters Score -53639.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53641.519531 Penalty: 624.606079
	Iteration 41Q: 3 clusters Score -53641.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53641.914062 Penalty: 624.606079
	Iteration 42Q: 3 clusters Score -53641.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53641.914062 Penalty: 624.606079
	Iteration 43F: 3 clusters Score -53641.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Entering Unmasked Estep 
Score: -1370051.875000 Penalty: 455.096039
	Iteration 0F: 2 clusters Score -1370052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1355458.250000 Penalty: 910.192078
	Iteration 0F: 3 clusters Score -1355458 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1361383.875000 Penalty: 910.192078
	Iteration 1F: 3 clusters Score -1361384 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1361753.000000 Penalty: 910.192078
	Iteration 2Q: 3 clusters Score -1361753 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1362321.500000 Penalty: 910.192078
	Iteration 3Q: 3 clusters Score -1362322 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1363224.500000 Penalty: 910.192078
	Iteration 4F: 3 clusters Score -1363224 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1364441.875000 Penalty: 910.192078
	Iteration 5F: 3 clusters Score -1364442 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1365659.750000 Penalty: 910.192078
	Iteration 6F: 3 clusters Score -1365660 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1366436.250000 Penalty: 910.192078
	Iteration 7F: 3 clusters Score -1366436 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1366836.375000 Penalty: 910.192078
	Iteration 8Q: 3 clusters Score -1366836 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1367063.625000 Penalty: 910.192078
	Iteration 9Q: 3 clusters Score -1367064 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1367245.625000 Penalty: 910.192078
	Iteration 10Q: 3 clusters Score -1367246 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1367454.250000 Penalty: 910.192078
	Iteration 11Q: 3 clusters Score -1367454 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1367696.625000 Penalty: 910.192078
	Iteration 12Q: 3 clusters Score -1367697 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1367935.125000 Penalty: 910.192078
	Iteration 13Q: 3 clusters Score -1367935 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1368152.625000 Penalty: 910.192078
	Iteration 14Q: 3 clusters Score -1368153 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1368352.625000 Penalty: 910.192078
	Iteration 15Q: 3 clusters Score -1368353 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1368552.625000 Penalty: 910.192078
	Iteration 16Q: 3 clusters Score -1368553 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1368762.000000 Penalty: 910.192078
	Iteration 17Q: 3 clusters Score -1368762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -1368918.250000 Penalty: 910.192078
	Iteration 18Q: 3 clusters Score -1368918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1369046.000000 Penalty: 910.192078
	Iteration 19Q: 3 clusters Score -1369046 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1369140.625000 Penalty: 910.192078
	Iteration 20F: 3 clusters Score -1369141 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -1369234.875000 Penalty: 910.192078
	Iteration 21Q: 3 clusters Score -1369235 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -1369299.375000 Penalty: 910.192078
	Iteration 22Q: 3 clusters Score -1369299 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1369353.250000 Penalty: 910.192078
	Iteration 23Q: 3 clusters Score -1369353 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1369395.250000 Penalty: 910.192078
	Iteration 24Q: 3 clusters Score -1369395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1369438.750000 Penalty: 910.192078
	Iteration 25Q: 3 clusters Score -1369439 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1369473.375000 Penalty: 910.192078
	Iteration 26Q: 3 clusters Score -1369473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -1369503.375000 Penalty: 910.192078
	Iteration 27Q: 3 clusters Score -1369503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -1369536.375000 Penalty: 910.192078
	Iteration 28Q: 3 clusters Score -1369536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -1369565.875000 Penalty: 910.192078
	Iteration 29Q: 3 clusters Score -1369566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -1369587.375000 Penalty: 910.192078
	Iteration 30Q: 3 clusters Score -1369587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -1369602.875000 Penalty: 910.192078
	Iteration 31Q: 3 clusters Score -1369603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -1369617.000000 Penalty: 910.192078
	Iteration 32Q: 3 clusters Score -1369617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1369633.375000 Penalty: 910.192078
	Iteration 33Q: 3 clusters Score -1369633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -1369643.625000 Penalty: 910.192078
	Iteration 34Q: 3 clusters Score -1369644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -1369647.000000 Penalty: 910.192078
	Iteration 35Q: 3 clusters Score -1369647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1369652.750000 Penalty: 910.192078
	Iteration 36Q: 3 clusters Score -1369653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1369656.750000 Penalty: 910.192078
	Iteration 37Q: 3 clusters Score -1369657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -1369662.125000 Penalty: 910.192078
	Iteration 38Q: 3 clusters Score -1369662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1369663.000000 Penalty: 910.192078
	Iteration 39Q: 3 clusters Score -1369663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -1369669.750000 Penalty: 910.192078
	Iteration 40F: 3 clusters Score -1369670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -1369673.625000 Penalty: 910.192078
	Iteration 41Q: 3 clusters Score -1369674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1369675.750000 Penalty: 910.192078
	Iteration 42Q: 3 clusters Score -1369676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1369679.500000 Penalty: 910.192078
	Iteration 43Q: 3 clusters Score -1369680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -1369681.125000 Penalty: 910.192078
	Iteration 44Q: 3 clusters Score -1369681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -1369681.000000 Penalty: 910.192078
	Iteration 45Q: 3 clusters Score -1369681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -1369682.500000 Penalty: 910.192078
	Iteration 46Q: 3 clusters Score -1369682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1369689.875000 Penalty: 910.192078
	Iteration 47Q: 3 clusters Score -1369690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -1369692.875000 Penalty: 910.192078
	Iteration 48Q: 3 clusters Score -1369693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1369696.000000 Penalty: 910.192078
	Iteration 49Q: 3 clusters Score -1369696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1369698.625000 Penalty: 910.192078
	Iteration 50Q: 3 clusters Score -1369699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1369698.375000 Penalty: 910.192078
	Iteration 51Q: 3 clusters Score -1369698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1369703.500000 Penalty: 910.192078
	Iteration 52Q: 3 clusters Score -1369704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1369705.750000 Penalty: 910.192078
	Iteration 53Q: 3 clusters Score -1369706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -1369705.875000 Penalty: 910.192078
	Iteration 54Q: 3 clusters Score -1369706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1369704.625000 Penalty: 910.192078
	Iteration 55Q: 3 clusters Score -1369705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1369704.625000 Penalty: 910.192078
	Iteration 56F: 3 clusters Score -1369705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Entering Unmasked Estep 
Score: -1402.888062 Penalty: 157.690979
	Iteration 0F: 2 clusters Score -1402.888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1316.769897 Penalty: 315.381958
	Iteration 0F: 3 clusters Score -1316.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -20923.417969 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -20923.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20514.644531 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -20514.64 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20664.074219 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -20664.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20731.906250 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -20731.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20760.833984 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -20760.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20794.214844 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -20794.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20819.533203 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -20819.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20836.537109 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -20836.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20845.375000 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -20845.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20848.169922 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -20848.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20852.564453 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -20852.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20853.714844 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -20853.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20853.714844 Penalty: 540.794739
	Iteration 11F: 3 clusters Score -20853.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -12139.088867 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -12139.09 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 124 members 
Entering Unmasked Estep 
Score: -11840.243164 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11840.24 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11899.150391 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11899.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11916.715820 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11916.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11923.124023 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -11923.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11931.742188 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11931.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11935.277344 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11935.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11936.283203 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11936.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11936.283203 Penalty: 495.653107
	Iteration 7F: 3 clusters Score -11936.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8083.310547 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8083.311 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 86 members 
Entering Unmasked Estep 
Score: -7879.419922 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7879.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8031.051270 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -8031.051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8051.001465 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -8051.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8052.958984 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -8052.959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8060.567871 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -8060.568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8060.567871 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -8060.568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (124364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Entering Unmasked Estep 
Score: -7407430.000000 Penalty: 533.759094
	Iteration 0F: 2 clusters Score -7407430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -7325485.500000 Penalty: 1067.518188
	Iteration 0F: 3 clusters Score -7325486 nChanged 61350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -7362367.000000 Penalty: 1067.518188
	Iteration 1F: 3 clusters Score -7362367 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -7363480.000000 Penalty: 1067.518188
	Iteration 2Q: 3 clusters Score -7363480 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -7365014.500000 Penalty: 1067.518188
	Iteration 3Q: 3 clusters Score -7365014 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -7367267.000000 Penalty: 1067.518188
	Iteration 4Q: 3 clusters Score -7367267 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7370208.500000 Penalty: 1067.518188
	Iteration 5Q: 3 clusters Score -7370208 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7373792.000000 Penalty: 1067.518188
	Iteration 6F: 3 clusters Score -7373792 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -7377686.000000 Penalty: 1067.518188
	Iteration 7F: 3 clusters Score -7377686 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -7381686.000000 Penalty: 1067.518188
	Iteration 8F: 3 clusters Score -7381686 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -7385540.000000 Penalty: 1067.518188
	Iteration 9F: 3 clusters Score -7385540 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -7389335.000000 Penalty: 1067.518188
	Iteration 10F: 3 clusters Score -7389335 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -7392943.500000 Penalty: 1067.518188
	Iteration 11Q: 3 clusters Score -7392944 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -7396183.000000 Penalty: 1067.518188
	Iteration 12Q: 3 clusters Score -7396183 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -7398776.500000 Penalty: 1067.518188
	Iteration 13Q: 3 clusters Score -7398776 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -7400916.000000 Penalty: 1067.518188
	Iteration 14Q: 3 clusters Score -7400916 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -7402729.000000 Penalty: 1067.518188
	Iteration 15Q: 3 clusters Score -7402729 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -7404114.000000 Penalty: 1067.518188
	Iteration 16Q: 3 clusters Score -7404114 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -7405164.500000 Penalty: 1067.518188
	Iteration 17Q: 3 clusters Score -7405164 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -7405992.000000 Penalty: 1067.518188
	Iteration 18Q: 3 clusters Score -7405992 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -7406483.000000 Penalty: 1067.518188
	Iteration 19Q: 3 clusters Score -7406483 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121118 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7406798.000000 Penalty: 1067.518188
	Iteration 20F: 3 clusters Score -7406798 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121841 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7406986.500000 Penalty: 1067.518188
	Iteration 21Q: 3 clusters Score -7406986 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122370 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7407112.500000 Penalty: 1067.518188
	Iteration 22Q: 3 clusters Score -7407112 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7407214.000000 Penalty: 1067.518188
	Iteration 23Q: 3 clusters Score -7407214 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122992 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7407243.500000 Penalty: 1067.518188
	Iteration 24Q: 3 clusters Score -7407244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123183 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7407289.000000 Penalty: 1067.518188
	Iteration 25Q: 3 clusters Score -7407289 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123337 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7407303.500000 Penalty: 1067.518188
	Iteration 26Q: 3 clusters Score -7407304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7407318.500000 Penalty: 1067.518188
	Iteration 27Q: 3 clusters Score -7407318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7407327.500000 Penalty: 1067.518188
	Iteration 28Q: 3 clusters Score -7407328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123608 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7407344.000000 Penalty: 1067.518188
	Iteration 29Q: 3 clusters Score -7407344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123666 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7407330.500000 Penalty: 1067.518188
	Iteration 30Q: 3 clusters Score -7407330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123710 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7407314.500000 Penalty: 1067.518188
	Iteration 31Q: 3 clusters Score -7407314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7407314.000000 Penalty: 1067.518188
	Iteration 32Q: 3 clusters Score -7407314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123759 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7407316.000000 Penalty: 1067.518188
	Iteration 33Q: 3 clusters Score -7407316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7407317.000000 Penalty: 1067.518188
	Iteration 34Q: 3 clusters Score -7407317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123807 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7407307.000000 Penalty: 1067.518188
	Iteration 35Q: 3 clusters Score -7407307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7407300.000000 Penalty: 1067.518188
	Iteration 36Q: 3 clusters Score -7407300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7407303.500000 Penalty: 1067.518188
	Iteration 37Q: 3 clusters Score -7407304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7407306.000000 Penalty: 1067.518188
	Iteration 38Q: 3 clusters Score -7407306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7407308.500000 Penalty: 1067.518188
	Iteration 39Q: 3 clusters Score -7407308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7407309.000000 Penalty: 1067.518188
	Iteration 40F: 3 clusters Score -7407309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7407302.500000 Penalty: 1067.518188
	Iteration 41Q: 3 clusters Score -7407302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7407313.000000 Penalty: 1067.518188
	Iteration 42Q: 3 clusters Score -7407313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123853 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7407306.500000 Penalty: 1067.518188
	Iteration 43Q: 3 clusters Score -7407306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123859 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7407298.000000 Penalty: 1067.518188
	Iteration 44Q: 3 clusters Score -7407298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7407300.000000 Penalty: 1067.518188
	Iteration 45Q: 3 clusters Score -7407300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7407300.500000 Penalty: 1067.518188
	Iteration 46Q: 3 clusters Score -7407300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123865 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7407304.000000 Penalty: 1067.518188
	Iteration 47Q: 3 clusters Score -7407304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123865 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7407305.000000 Penalty: 1067.518188
	Iteration 48Q: 3 clusters Score -7407305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7407299.500000 Penalty: 1067.518188
	Iteration 49Q: 3 clusters Score -7407300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123864 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7407297.500000 Penalty: 1067.518188
	Iteration 50Q: 3 clusters Score -7407298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7407301.000000 Penalty: 1067.518188
	Iteration 51Q: 3 clusters Score -7407301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7407292.000000 Penalty: 1067.518188
	Iteration 52Q: 3 clusters Score -7407292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7407300.000000 Penalty: 1067.518188
	Iteration 53Q: 3 clusters Score -7407300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7407296.500000 Penalty: 1067.518188
	Iteration 54Q: 3 clusters Score -7407296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7407294.500000 Penalty: 1067.518188
	Iteration 55Q: 3 clusters Score -7407294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123892 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7407290.500000 Penalty: 1067.518188
	Iteration 56Q: 3 clusters Score -7407290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123897 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7407298.000000 Penalty: 1067.518188
	Iteration 57Q: 3 clusters Score -7407298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123898 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7407290.500000 Penalty: 1067.518188
	Iteration 58Q: 3 clusters Score -7407290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123899 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7407291.000000 Penalty: 1067.518188
	Iteration 59Q: 3 clusters Score -7407291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123899 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7407291.000000 Penalty: 1067.518188
	Iteration 60F: 3 clusters Score -7407291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9128.640625 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9128.641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8882.224609 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -8882.225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8924.367188 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -8924.367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8935.693359 Penalty: 467.891388
	Iteration 2Q: 3 clusters Score -8935.693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8945.015625 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -8945.016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8956.179688 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -8956.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8972.651367 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -8972.651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8976.249023 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -8976.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8978.509766 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -8978.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8979.317383 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -8979.317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8979.746094 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -8979.746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8979.746094 Penalty: 467.891388
	Iteration 10F: 3 clusters Score -8979.746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -40820.132812 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -40820.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40218.738281 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -40218.74 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40357.542969 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -40357.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40396.152344 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -40396.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40432.371094 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -40432.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40465.976562 Penalty: 591.753906
	Iteration 4F: 3 clusters Score -40465.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40488.468750 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -40488.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40500.273438 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -40500.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40517.234375 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -40517.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40533.058594 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -40533.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40551.363281 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -40551.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40564.136719 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -40564.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40574.390625 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -40574.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40588.660156 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -40588.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40600.593750 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -40600.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40610.355469 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -40610.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40611.800781 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -40611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40613.628906 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -40613.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40616.417969 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -40616.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40616.617188 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -40616.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40616.617188 Penalty: 591.753906
	Iteration 19F: 3 clusters Score -40616.62 nChanged 0
--- Evaluating fit on full set of 1225793 points ---
Entering Unmasked Estep 
Score: -69118152.000000 Penalty: 18498.199219
24->30 Clusters: Score -69118152.000000, best is -69226464.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 408597 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 16950 members 
Mstep: Class 3 contains 16909 members 
Mstep: Class 4 contains 17044 members 
Mstep: Class 5 contains 17101 members 
Mstep: Class 6 contains 16952 members 
Mstep: Class 7 contains 16984 members 
Mstep: Class 8 contains 16923 members 
Mstep: Class 9 contains 17017 members 
Mstep: Class 10 contains 17142 members 
Mstep: Class 11 contains 16861 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 17039 members 
Mstep: Class 14 contains 17227 members 
Mstep: Class 15 contains 16860 members 
Mstep: Class 16 contains 16697 members 
Mstep: Class 17 contains 17090 members 
Mstep: Class 18 contains 17064 members 
Mstep: Class 19 contains 17176 members 
Mstep: Class 20 contains 17059 members 
Mstep: Class 21 contains 17040 members 
Mstep: Class 22 contains 17025 members 
Mstep: Class 23 contains 17107 members 
Mstep: Class 24 contains 17083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1.290524 but Gain 587.881836
Score: -16491119.000000 Penalty: 13521.287109
Iteration 0F: 24 clusters Score -1.649112e+07 nChanged 391791
Entering Unmasked Mstep 
Mstep: Class 0 contains 4873 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 134 members 
Mstep: Class 6 contains 32 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 11324 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 2341 members 
Mstep: Class 11 contains 1952 members 
Mstep: Class 12 contains 67 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 59 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 242 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 22 contains 16169 members 
Mstep: Class 23 contains 349584 members 
Mstep: Class 24 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 65.220154 but Gain 587.881836
Score: -22659314.000000 Penalty: 12933.405273
Iteration 1F: 23 clusters Score -2.265931e+07 nChanged 48931
Entering Unmasked Mstep 
Mstep: Class 0 contains 3601 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 6 contains 73 members 
Mstep: Class 7 contains 915 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 177 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 572 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 4554 members 
Mstep: Class 23 contains 368885 members 
Mstep: Class 24 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 200.596161 but Gain 587.881836
Score: -22799346.000000 Penalty: 12345.523438
Iteration 2F: 22 clusters Score -2.279935e+07 nChanged 20351
Entering Unmasked Mstep 
Mstep: Class 0 contains 3489 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 1051 members 
Mstep: Class 4 contains 52 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 1018 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 12193 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 1222 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 16 contains 556 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 19 contains 5346 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 364679 members 
Mstep: Class 24 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 358.218414 but Gain 587.882812
Score: -22831314.000000 Penalty: 11757.640625
Iteration 3Q: 21 clusters Score -2.283131e+07 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 62 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 17424 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 16 contains 767 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 245 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 4098 members 
Mstep: Class 23 contains 356955 members 
Mstep: Class 24 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22849688.000000 Penalty: 11757.640625
Iteration 4Q: 21 clusters Score -2.284969e+07 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 3470 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 68 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 9 contains 1124 members 
Mstep: Class 10 contains 22289 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 16 contains 958 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 19 contains 5372 members 
Mstep: Class 20 contains 255 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 5648 members 
Mstep: Class 23 contains 348738 members 
Mstep: Class 24 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22865992.000000 Penalty: 11757.640625
Iteration 5Q: 21 clusters Score -2.286599e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 3471 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 77 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 26771 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 470 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 16 contains 1114 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 341348 members 
Mstep: Class 24 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22870696.000000 Penalty: 11757.640625
Iteration 6Q: 21 clusters Score -2.28707e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 3472 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 84 members 
Mstep: Class 6 contains 52 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 30713 members 
Mstep: Class 11 contains 4718 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 334714 members 
Mstep: Class 24 contains 5707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22880740.000000 Penalty: 11757.640625
Iteration 7Q: 21 clusters Score -2.288074e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 3471 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 991 members 
Mstep: Class 4 contains 93 members 
Mstep: Class 6 contains 57 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 9 contains 2179 members 
Mstep: Class 10 contains 34086 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 12845 members 
Mstep: Class 23 contains 328712 members 
Mstep: Class 24 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22890694.000000 Penalty: 11757.640625
Iteration 8Q: 21 clusters Score -2.289069e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 106 members 
Mstep: Class 6 contains 64 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 37080 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 1251 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 15596 members 
Mstep: Class 23 contains 323069 members 
Mstep: Class 24 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22899464.000000 Penalty: 11757.640625
Iteration 9Q: 21 clusters Score -2.289946e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 700 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 6 contains 69 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 39619 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 16 contains 1245 members 
Mstep: Class 17 contains 904 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 18176 members 
Mstep: Class 23 contains 317787 members 
Mstep: Class 24 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22910820.000000 Penalty: 11757.640625
Iteration 10Q: 21 clusters Score -2.291082e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 69 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 41555 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 897 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 16 contains 1241 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 20612 members 
Mstep: Class 23 contains 313050 members 
Mstep: Class 24 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22920408.000000 Penalty: 11757.640625
Iteration 11Q: 21 clusters Score -2.292041e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 72 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 16 contains 1245 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 22813 members 
Mstep: Class 23 contains 308793 members 
Mstep: Class 24 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 501.281952 but Gain 587.881836
Score: -22928640.000000 Penalty: 11169.758789
Iteration 12Q: 20 clusters Score -2.292864e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 74 members 
Mstep: Class 7 contains 702 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 7196 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 975 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 16 contains 1246 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 198 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 25051 members 
Mstep: Class 23 contains 304892 members 
Mstep: Class 24 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22936490.000000 Penalty: 11169.758789
Iteration 13Q: 20 clusters Score -2.293649e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 75 members 
Mstep: Class 7 contains 697 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 45291 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 16 contains 1243 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 191 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 27119 members 
Mstep: Class 23 contains 301341 members 
Mstep: Class 24 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22942632.000000 Penalty: 11169.758789
Iteration 14Q: 20 clusters Score -2.294263e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 3470 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 78 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 45864 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 16 contains 1246 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 29158 members 
Mstep: Class 23 contains 298055 members 
Mstep: Class 24 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22947546.000000 Penalty: 11169.758789
Iteration 15Q: 20 clusters Score -2.294755e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3400 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 81 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 9 contains 4697 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 7839 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 31047 members 
Mstep: Class 23 contains 295180 members 
Mstep: Class 24 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22953212.000000 Penalty: 11169.758789
Iteration 16Q: 20 clusters Score -2.295321e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 6 contains 84 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 9 contains 4812 members 
Mstep: Class 10 contains 46498 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1155 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 1052 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 32897 members 
Mstep: Class 23 contains 292547 members 
Mstep: Class 24 contains 3464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22957600.000000 Penalty: 11169.758789
Iteration 17Q: 20 clusters Score -2.29576e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 85 members 
Mstep: Class 7 contains 698 members 
Mstep: Class 9 contains 4899 members 
Mstep: Class 10 contains 46649 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 34761 members 
Mstep: Class 23 contains 290094 members 
Mstep: Class 24 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22961708.000000 Penalty: 11169.758789
Iteration 18Q: 20 clusters Score -2.296171e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 85 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 46764 members 
Mstep: Class 11 contains 7905 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 1412 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 1101 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 36539 members 
Mstep: Class 23 contains 287827 members 
Mstep: Class 24 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22965144.000000 Penalty: 11169.758789
Iteration 19Q: 20 clusters Score -2.296514e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 3469 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 6 contains 86 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 46803 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 38259 members 
Mstep: Class 23 contains 285713 members 
Mstep: Class 24 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22973356.000000 Penalty: 11169.758789
Iteration 20F: 20 clusters Score -2.297336e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3324 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3340 members 
Mstep: Class 4 contains 171 members 
Mstep: Class 6 contains 108 members 
Mstep: Class 7 contains 757 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 46621 members 
Mstep: Class 11 contains 8307 members 
Mstep: Class 12 contains 980 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 177 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 39986 members 
Mstep: Class 23 contains 282507 members 
Mstep: Class 24 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22982346.000000 Penalty: 11169.758789
Iteration 21Q: 20 clusters Score -2.298235e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3306 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3298 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 6 contains 135 members 
Mstep: Class 7 contains 760 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 46456 members 
Mstep: Class 11 contains 8650 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 176 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 41689 members 
Mstep: Class 23 contains 279621 members 
Mstep: Class 24 contains 3427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22987768.000000 Penalty: 11169.758789
Iteration 22Q: 20 clusters Score -2.298777e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 3306 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 6 contains 160 members 
Mstep: Class 7 contains 757 members 
Mstep: Class 9 contains 6264 members 
Mstep: Class 10 contains 46278 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 177 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 43368 members 
Mstep: Class 23 contains 276805 members 
Mstep: Class 24 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22993028.000000 Penalty: 11169.758789
Iteration 23Q: 20 clusters Score -2.299303e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 4 contains 165 members 
Mstep: Class 6 contains 193 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 9 contains 6598 members 
Mstep: Class 10 contains 46060 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 3439 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 176 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 44956 members 
Mstep: Class 23 contains 274104 members 
Mstep: Class 24 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22996888.000000 Penalty: 11169.758789
Iteration 24Q: 20 clusters Score -2.299689e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 757 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 10 contains 45843 members 
Mstep: Class 11 contains 9640 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 719 members 
Mstep: Class 22 contains 46615 members 
Mstep: Class 23 contains 271366 members 
Mstep: Class 24 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23001044.000000 Penalty: 11169.758789
Iteration 25Q: 20 clusters Score -2.300104e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 4 contains 164 members 
Mstep: Class 6 contains 257 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 9 contains 7147 members 
Mstep: Class 10 contains 45641 members 
Mstep: Class 11 contains 9920 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 14 contains 2495 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 165 members 
Mstep: Class 21 contains 726 members 
Mstep: Class 22 contains 48262 members 
Mstep: Class 23 contains 268695 members 
Mstep: Class 24 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23004776.000000 Penalty: 11169.758789
Iteration 26Q: 20 clusters Score -2.300478e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 45414 members 
Mstep: Class 11 contains 10216 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 19 contains 5368 members 
Mstep: Class 20 contains 165 members 
Mstep: Class 21 contains 733 members 
Mstep: Class 22 contains 49910 members 
Mstep: Class 23 contains 266092 members 
Mstep: Class 24 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23007816.000000 Penalty: 11169.758789
Iteration 27Q: 20 clusters Score -2.300782e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 747 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 45128 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 5066 members 
Mstep: Class 14 contains 2618 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 163 members 
Mstep: Class 21 contains 737 members 
Mstep: Class 22 contains 51493 members 
Mstep: Class 23 contains 263581 members 
Mstep: Class 24 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23010822.000000 Penalty: 11169.758789
Iteration 28Q: 20 clusters Score -2.301082e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 742 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 44850 members 
Mstep: Class 11 contains 10755 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 5458 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 162 members 
Mstep: Class 21 contains 740 members 
Mstep: Class 22 contains 53087 members 
Mstep: Class 23 contains 261169 members 
Mstep: Class 24 contains 3987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23013622.000000 Penalty: 11169.758789
Iteration 29Q: 20 clusters Score -2.301362e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 44595 members 
Mstep: Class 11 contains 11021 members 
Mstep: Class 12 contains 458 members 
Mstep: Class 13 contains 5808 members 
Mstep: Class 14 contains 2705 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 158 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 54736 members 
Mstep: Class 23 contains 258752 members 
Mstep: Class 24 contains 4061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23015876.000000 Penalty: 11169.758789
Iteration 30Q: 20 clusters Score -2.301588e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 44370 members 
Mstep: Class 11 contains 11268 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 56394 members 
Mstep: Class 23 contains 256381 members 
Mstep: Class 24 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23017522.000000 Penalty: 11169.758789
Iteration 31Q: 20 clusters Score -2.301752e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 44173 members 
Mstep: Class 11 contains 11477 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 2785 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 58083 members 
Mstep: Class 23 contains 254021 members 
Mstep: Class 24 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23018670.000000 Penalty: 11169.758789
Iteration 32Q: 20 clusters Score -2.301867e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 10 contains 43968 members 
Mstep: Class 11 contains 11700 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 19 contains 5368 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 59841 members 
Mstep: Class 23 contains 251709 members 
Mstep: Class 24 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23019824.000000 Penalty: 11169.758789
Iteration 33Q: 20 clusters Score -2.301982e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 43721 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 7108 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 61816 members 
Mstep: Class 23 contains 249330 members 
Mstep: Class 24 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23020682.000000 Penalty: 11169.758789
Iteration 34Q: 20 clusters Score -2.302068e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 352 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 43484 members 
Mstep: Class 11 contains 12057 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 7406 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 16 contains 3405 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 63791 members 
Mstep: Class 23 contains 246945 members 
Mstep: Class 24 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23021174.000000 Penalty: 11169.758789
Iteration 35Q: 20 clusters Score -2.302117e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 8082 members 
Mstep: Class 10 contains 43267 members 
Mstep: Class 11 contains 12228 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7638 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 19 contains 5368 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 65890 members 
Mstep: Class 23 contains 244508 members 
Mstep: Class 24 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23020022.000000 Penalty: 11169.758789
Iteration 36Q: 20 clusters Score -2.302002e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 372 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 11 contains 12385 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 19 contains 5368 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 758 members 
Mstep: Class 22 contains 68211 members 
Mstep: Class 23 contains 241848 members 
Mstep: Class 24 contains 4141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23018954.000000 Penalty: 11169.758789
Iteration 37Q: 20 clusters Score -2.301895e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 384 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 7938 members 
Mstep: Class 10 contains 42843 members 
Mstep: Class 11 contains 12546 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8071 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 16 contains 3901 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 19 contains 5368 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 70808 members 
Mstep: Class 23 contains 238952 members 
Mstep: Class 24 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23017762.000000 Penalty: 11169.758789
Iteration 38Q: 20 clusters Score -2.301776e+07 nChanged 4503
Entering ConstructFrom: 
Score: -23017762.000000 Penalty: 11169.758789
Entering ConstructFrom: 
Trying to split cluster 1 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -26198.232422 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -26198.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25717.613281 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -25717.61 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26370.332031 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -26370.33 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26931.490234 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -26931.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27092.416016 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -27092.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27193.615234 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -27193.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27244.003906 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -27244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27271.994141 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -27271.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27301.453125 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -27301.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27378.070312 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -27378.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27502.826172 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -27502.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27625.347656 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -27625.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27637.542969 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -27637.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27640.128906 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -27640.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27640.806641 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -27640.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27640.806641 Penalty: 578.878540
	Iteration 14F: 3 clusters Score -27640.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 73735 members 
Mstep: Class 23 contains 235768 members 
Mstep: Class 24 contains 4079 members 
Entering Unmasked Estep 
Score: -23017076.000000 Penalty: 11757.640625
Splitting cluster 1 changes total score from -23017762.000000 to -23017076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -151770.265625 Penalty: 362.872528
	Iteration 0F: 2 clusters Score -151770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -149686.875000 Penalty: 725.745056
	Iteration 0F: 3 clusters Score -149686.9 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -150459.453125 Penalty: 725.745056
	Iteration 1F: 3 clusters Score -150459.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -150579.750000 Penalty: 725.745056
	Iteration 2F: 3 clusters Score -150579.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -150689.343750 Penalty: 725.745056
	Iteration 3F: 3 clusters Score -150689.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -150812.328125 Penalty: 725.745056
	Iteration 4F: 3 clusters Score -150812.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -150939.484375 Penalty: 725.745056
	Iteration 5F: 3 clusters Score -150939.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -151061.656250 Penalty: 725.745056
	Iteration 6F: 3 clusters Score -151061.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151157.093750 Penalty: 725.745056
	Iteration 7Q: 3 clusters Score -151157.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -151211.375000 Penalty: 725.745056
	Iteration 8Q: 3 clusters Score -151211.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -151256.359375 Penalty: 725.745056
	Iteration 9Q: 3 clusters Score -151256.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -151290.281250 Penalty: 725.745056
	Iteration 10Q: 3 clusters Score -151290.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151311.312500 Penalty: 725.745056
	Iteration 11Q: 3 clusters Score -151311.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151333.234375 Penalty: 725.745056
	Iteration 12Q: 3 clusters Score -151333.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -151359.453125 Penalty: 725.745056
	Iteration 13Q: 3 clusters Score -151359.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151393.828125 Penalty: 725.745056
	Iteration 14Q: 3 clusters Score -151393.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -151430.984375 Penalty: 725.745056
	Iteration 15Q: 3 clusters Score -151431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -151460.062500 Penalty: 725.745056
	Iteration 16Q: 3 clusters Score -151460.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -151490.703125 Penalty: 725.745056
	Iteration 17Q: 3 clusters Score -151490.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -151513.015625 Penalty: 725.745056
	Iteration 18Q: 3 clusters Score -151513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -151531.968750 Penalty: 725.745056
	Iteration 19Q: 3 clusters Score -151532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -151544.156250 Penalty: 725.745056
	Iteration 20F: 3 clusters Score -151544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -151550.781250 Penalty: 725.745056
	Iteration 21Q: 3 clusters Score -151550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -151554.156250 Penalty: 725.745056
	Iteration 22Q: 3 clusters Score -151554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -151556.828125 Penalty: 725.745056
	Iteration 23Q: 3 clusters Score -151556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -151558.218750 Penalty: 725.745056
	Iteration 24Q: 3 clusters Score -151558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -151558.578125 Penalty: 725.745056
	Iteration 25Q: 3 clusters Score -151558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -151559.375000 Penalty: 725.745056
	Iteration 26Q: 3 clusters Score -151559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -151559.375000 Penalty: 725.745056
	Iteration 27F: 3 clusters Score -151559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -7536.345703 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -7536.346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7342.092773 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -7342.093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7410.534668 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -7410.535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7428.731445 Penalty: 462.971283
	Iteration 2F: 3 clusters Score -7428.731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7429.741211 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -7429.741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7435.764160 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -7435.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7435.764160 Penalty: 462.971283
	Iteration 5F: 3 clusters Score -7435.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -19533.222656 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -19533.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19146.214844 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -19146.21 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19355.156250 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -19355.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19442.513672 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -19442.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19468.607422 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -19468.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19493.089844 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -19493.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19515.769531 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -19515.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19525.238281 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -19525.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19529.498047 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -19529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19534.292969 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -19534.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19538.947266 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -19538.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19543.572266 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -19543.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19548.066406 Penalty: 543.152405
	Iteration 11Q: 3 clusters Score -19548.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19555.181641 Penalty: 543.152405
	Iteration 12Q: 3 clusters Score -19555.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19559.013672 Penalty: 543.152405
	Iteration 13Q: 3 clusters Score -19559.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19573.320312 Penalty: 543.152405
	Iteration 14Q: 3 clusters Score -19573.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19578.927734 Penalty: 543.152405
	Iteration 15Q: 3 clusters Score -19578.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19584.142578 Penalty: 543.152405
	Iteration 16Q: 3 clusters Score -19584.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19584.683594 Penalty: 543.152405
	Iteration 17Q: 3 clusters Score -19584.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19586.464844 Penalty: 543.152405
	Iteration 18F: 3 clusters Score -19586.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19606.603516 Penalty: 543.152405
	Iteration 19Q: 3 clusters Score -19606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19607.041016 Penalty: 543.152405
	Iteration 20F: 3 clusters Score -19607.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19612.578125 Penalty: 543.152405
	Iteration 21Q: 3 clusters Score -19612.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19618.265625 Penalty: 543.152405
	Iteration 22Q: 3 clusters Score -19618.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19620.289062 Penalty: 543.152405
	Iteration 23Q: 3 clusters Score -19620.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19620.833984 Penalty: 543.152405
	Iteration 24Q: 3 clusters Score -19620.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19621.093750 Penalty: 543.152405
	Iteration 25Q: 3 clusters Score -19621.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19621.093750 Penalty: 543.152405
	Iteration 26F: 3 clusters Score -19621.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 94 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 73735 members 
Mstep: Class 23 contains 235768 members 
Mstep: Class 24 contains 4079 members 
Entering Unmasked Estep 
Score: -23015690.000000 Penalty: 11757.640625
Splitting cluster 6 changes total score from -23017762.000000 to -23015690.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -40493.988281 Penalty: 298.268738
	Iteration 0F: 2 clusters Score -40493.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39859.574219 Penalty: 596.537476
	Iteration 0F: 3 clusters Score -39859.57 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40025.292969 Penalty: 596.537476
	Iteration 1F: 3 clusters Score -40025.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40060.398438 Penalty: 596.537476
	Iteration 2F: 3 clusters Score -40060.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40079.480469 Penalty: 596.537476
	Iteration 3Q: 3 clusters Score -40079.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40089.621094 Penalty: 596.537476
	Iteration 4Q: 3 clusters Score -40089.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40095.441406 Penalty: 596.537476
	Iteration 5Q: 3 clusters Score -40095.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40104.527344 Penalty: 596.537476
	Iteration 6Q: 3 clusters Score -40104.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40113.945312 Penalty: 596.537476
	Iteration 7Q: 3 clusters Score -40113.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40122.519531 Penalty: 596.537476
	Iteration 8Q: 3 clusters Score -40122.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40129.648438 Penalty: 596.537476
	Iteration 9Q: 3 clusters Score -40129.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40131.488281 Penalty: 596.537476
	Iteration 10Q: 3 clusters Score -40131.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40131.871094 Penalty: 596.537476
	Iteration 11Q: 3 clusters Score -40131.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40132.609375 Penalty: 596.537476
	Iteration 12Q: 3 clusters Score -40132.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40133.644531 Penalty: 596.537476
	Iteration 13Q: 3 clusters Score -40133.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40133.644531 Penalty: 596.537476
	Iteration 14F: 3 clusters Score -40133.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -455999.218750 Penalty: 408.079437
	Iteration 0F: 2 clusters Score -455999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -450731.062500 Penalty: 816.158875
	Iteration 0F: 3 clusters Score -450731.1 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -452799.000000 Penalty: 816.158875
	Iteration 1F: 3 clusters Score -452799 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -453048.312500 Penalty: 816.158875
	Iteration 2F: 3 clusters Score -453048.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -453357.875000 Penalty: 816.158875
	Iteration 3F: 3 clusters Score -453357.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -453810.312500 Penalty: 816.158875
	Iteration 4F: 3 clusters Score -453810.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -454297.968750 Penalty: 816.158875
	Iteration 5F: 3 clusters Score -454298 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -454727.125000 Penalty: 816.158875
	Iteration 6F: 3 clusters Score -454727.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -455088.656250 Penalty: 816.158875
	Iteration 7Q: 3 clusters Score -455088.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -455329.437500 Penalty: 816.158875
	Iteration 8Q: 3 clusters Score -455329.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -455469.312500 Penalty: 816.158875
	Iteration 9Q: 3 clusters Score -455469.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -455565.843750 Penalty: 816.158875
	Iteration 10Q: 3 clusters Score -455565.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -455613.906250 Penalty: 816.158875
	Iteration 11Q: 3 clusters Score -455613.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -455642.593750 Penalty: 816.158875
	Iteration 12Q: 3 clusters Score -455642.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -455656.500000 Penalty: 816.158875
	Iteration 13Q: 3 clusters Score -455656.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -455667.187500 Penalty: 816.158875
	Iteration 14Q: 3 clusters Score -455667.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -455674.281250 Penalty: 816.158875
	Iteration 15Q: 3 clusters Score -455674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -455677.437500 Penalty: 816.158875
	Iteration 16Q: 3 clusters Score -455677.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -455679.125000 Penalty: 816.158875
	Iteration 17Q: 3 clusters Score -455679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -455680.218750 Penalty: 816.158875
	Iteration 18Q: 3 clusters Score -455680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -455680.656250 Penalty: 816.158875
	Iteration 19Q: 3 clusters Score -455680.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -455681.687500 Penalty: 816.158875
	Iteration 20F: 3 clusters Score -455681.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -455682.250000 Penalty: 816.158875
	Iteration 21Q: 3 clusters Score -455682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -455683.250000 Penalty: 816.158875
	Iteration 22Q: 3 clusters Score -455683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -455683.468750 Penalty: 816.158875
	Iteration 23Q: 3 clusters Score -455683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -455683.468750 Penalty: 816.158875
	Iteration 24F: 3 clusters Score -455683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Entering Unmasked Estep 
Score: -2379750.750000 Penalty: 485.050659
	Iteration 0F: 2 clusters Score -2379751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2351160.000000 Penalty: 970.101318
	Iteration 0F: 3 clusters Score -2351160 nChanged 20644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2364359.750000 Penalty: 970.101318
	Iteration 1F: 3 clusters Score -2364360 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2365735.250000 Penalty: 970.101318
	Iteration 2F: 3 clusters Score -2365735 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2367658.500000 Penalty: 970.101318
	Iteration 3F: 3 clusters Score -2367658 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2370140.250000 Penalty: 970.101318
	Iteration 4F: 3 clusters Score -2370140 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2373102.000000 Penalty: 970.101318
	Iteration 5F: 3 clusters Score -2373102 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2375683.000000 Penalty: 970.101318
	Iteration 6F: 3 clusters Score -2375683 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2377508.250000 Penalty: 970.101318
	Iteration 7Q: 3 clusters Score -2377508 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2378551.750000 Penalty: 970.101318
	Iteration 8Q: 3 clusters Score -2378552 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2379029.250000 Penalty: 970.101318
	Iteration 9Q: 3 clusters Score -2379029 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2379203.250000 Penalty: 970.101318
	Iteration 10Q: 3 clusters Score -2379203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2379295.500000 Penalty: 970.101318
	Iteration 11Q: 3 clusters Score -2379296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2379329.000000 Penalty: 970.101318
	Iteration 12Q: 3 clusters Score -2379329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2379354.250000 Penalty: 970.101318
	Iteration 13Q: 3 clusters Score -2379354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2379361.000000 Penalty: 970.101318
	Iteration 14Q: 3 clusters Score -2379361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2379369.500000 Penalty: 970.101318
	Iteration 15Q: 3 clusters Score -2379370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2379372.750000 Penalty: 970.101318
	Iteration 16Q: 3 clusters Score -2379373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2379375.750000 Penalty: 970.101318
	Iteration 17Q: 3 clusters Score -2379376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2379375.500000 Penalty: 970.101318
	Iteration 18Q: 3 clusters Score -2379376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2379375.750000 Penalty: 970.101318
	Iteration 19Q: 3 clusters Score -2379376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2379377.000000 Penalty: 970.101318
	Iteration 20F: 3 clusters Score -2379377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2379380.250000 Penalty: 970.101318
	Iteration 21Q: 3 clusters Score -2379380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2379383.500000 Penalty: 970.101318
	Iteration 22Q: 3 clusters Score -2379384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2379385.750000 Penalty: 970.101318
	Iteration 23Q: 3 clusters Score -2379386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2379386.750000 Penalty: 970.101318
	Iteration 24Q: 3 clusters Score -2379387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2379386.000000 Penalty: 970.101318
	Iteration 25Q: 3 clusters Score -2379386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2379387.750000 Penalty: 970.101318
	Iteration 26Q: 3 clusters Score -2379388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2379389.250000 Penalty: 970.101318
	Iteration 27Q: 3 clusters Score -2379389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2379388.000000 Penalty: 970.101318
	Iteration 28Q: 3 clusters Score -2379388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2379388.000000 Penalty: 970.101318
	Iteration 29F: 3 clusters Score -2379388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -760836.625000 Penalty: 429.777069
	Iteration 0F: 2 clusters Score -760836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -752284.437500 Penalty: 859.554138
	Iteration 0F: 3 clusters Score -752284.4 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -755834.437500 Penalty: 859.554138
	Iteration 1F: 3 clusters Score -755834.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -756027.437500 Penalty: 859.554138
	Iteration 2Q: 3 clusters Score -756027.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -756232.250000 Penalty: 859.554138
	Iteration 3Q: 3 clusters Score -756232.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -756518.812500 Penalty: 859.554138
	Iteration 4Q: 3 clusters Score -756518.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -756884.625000 Penalty: 859.554138
	Iteration 5Q: 3 clusters Score -756884.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -757415.562500 Penalty: 859.554138
	Iteration 6F: 3 clusters Score -757415.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -758057.562500 Penalty: 859.554138
	Iteration 7F: 3 clusters Score -758057.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -758561.875000 Penalty: 859.554138
	Iteration 8F: 3 clusters Score -758561.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -758849.687500 Penalty: 859.554138
	Iteration 9Q: 3 clusters Score -758849.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -759003.750000 Penalty: 859.554138
	Iteration 10Q: 3 clusters Score -759003.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -759119.500000 Penalty: 859.554138
	Iteration 11Q: 3 clusters Score -759119.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -759215.562500 Penalty: 859.554138
	Iteration 12Q: 3 clusters Score -759215.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -759308.937500 Penalty: 859.554138
	Iteration 13Q: 3 clusters Score -759308.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -759409.062500 Penalty: 859.554138
	Iteration 14Q: 3 clusters Score -759409.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -759494.312500 Penalty: 859.554138
	Iteration 15Q: 3 clusters Score -759494.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -759586.125000 Penalty: 859.554138
	Iteration 16Q: 3 clusters Score -759586.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -759679.562500 Penalty: 859.554138
	Iteration 17Q: 3 clusters Score -759679.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -759770.062500 Penalty: 859.554138
	Iteration 18Q: 3 clusters Score -759770.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -759854.812500 Penalty: 859.554138
	Iteration 19Q: 3 clusters Score -759854.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -759929.250000 Penalty: 859.554138
	Iteration 20F: 3 clusters Score -759929.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -759991.750000 Penalty: 859.554138
	Iteration 21Q: 3 clusters Score -759991.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -760063.250000 Penalty: 859.554138
	Iteration 22Q: 3 clusters Score -760063.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -760121.562500 Penalty: 859.554138
	Iteration 23Q: 3 clusters Score -760121.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -760159.750000 Penalty: 859.554138
	Iteration 24Q: 3 clusters Score -760159.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -760186.312500 Penalty: 859.554138
	Iteration 25Q: 3 clusters Score -760186.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -760202.625000 Penalty: 859.554138
	Iteration 26Q: 3 clusters Score -760202.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -760212.125000 Penalty: 859.554138
	Iteration 27Q: 3 clusters Score -760212.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -760221.875000 Penalty: 859.554138
	Iteration 28Q: 3 clusters Score -760221.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -760226.562500 Penalty: 859.554138
	Iteration 29Q: 3 clusters Score -760226.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -760232.437500 Penalty: 859.554138
	Iteration 30Q: 3 clusters Score -760232.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -760234.625000 Penalty: 859.554138
	Iteration 31Q: 3 clusters Score -760234.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -760238.312500 Penalty: 859.554138
	Iteration 32Q: 3 clusters Score -760238.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -760243.625000 Penalty: 859.554138
	Iteration 33Q: 3 clusters Score -760243.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -760243.000000 Penalty: 859.554138
	Iteration 34Q: 3 clusters Score -760243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -760247.125000 Penalty: 859.554138
	Iteration 35Q: 3 clusters Score -760247.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -760246.500000 Penalty: 859.554138
	Iteration 36Q: 3 clusters Score -760246.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -760248.687500 Penalty: 859.554138
	Iteration 37Q: 3 clusters Score -760248.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -760248.937500 Penalty: 859.554138
	Iteration 38Q: 3 clusters Score -760248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -760252.187500 Penalty: 859.554138
	Iteration 39Q: 3 clusters Score -760252.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -760252.125000 Penalty: 859.554138
	Iteration 40F: 3 clusters Score -760252.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -760255.625000 Penalty: 859.554138
	Iteration 41Q: 3 clusters Score -760255.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -760255.750000 Penalty: 859.554138
	Iteration 42Q: 3 clusters Score -760255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -760258.562500 Penalty: 859.554138
	Iteration 43Q: 3 clusters Score -760258.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -760260.062500 Penalty: 859.554138
	Iteration 44Q: 3 clusters Score -760260.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -760260.562500 Penalty: 859.554138
	Iteration 45Q: 3 clusters Score -760260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -760259.687500 Penalty: 859.554138
	Iteration 46Q: 3 clusters Score -760259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -760259.250000 Penalty: 859.554138
	Iteration 47Q: 3 clusters Score -760259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -760259.812500 Penalty: 859.554138
	Iteration 48Q: 3 clusters Score -760259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -760260.937500 Penalty: 859.554138
	Iteration 49Q: 3 clusters Score -760260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -760258.750000 Penalty: 859.554138
	Iteration 50Q: 3 clusters Score -760258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -760257.375000 Penalty: 859.554138
	Iteration 51Q: 3 clusters Score -760257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -760260.187500 Penalty: 859.554138
	Iteration 52Q: 3 clusters Score -760260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -760259.687500 Penalty: 859.554138
	Iteration 53Q: 3 clusters Score -760259.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -760259.375000 Penalty: 859.554138
	Iteration 54Q: 3 clusters Score -760259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -760259.250000 Penalty: 859.554138
	Iteration 55Q: 3 clusters Score -760259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -760259.562500 Penalty: 859.554138
	Iteration 56Q: 3 clusters Score -760259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -760260.937500 Penalty: 859.554138
	Iteration 57Q: 3 clusters Score -760260.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -760260.937500 Penalty: 859.554138
	Iteration 58F: 3 clusters Score -760260.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -21154.095703 Penalty: 276.532745
	Iteration 0F: 2 clusters Score -21154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20745.492188 Penalty: 553.065491
	Iteration 0F: 3 clusters Score -20745.49 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20876.111328 Penalty: 553.065491
	Iteration 1F: 3 clusters Score -20876.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20911.281250 Penalty: 553.065491
	Iteration 2F: 3 clusters Score -20911.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20925.300781 Penalty: 553.065491
	Iteration 3Q: 3 clusters Score -20925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20940.119141 Penalty: 553.065491
	Iteration 4Q: 3 clusters Score -20940.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20953.240234 Penalty: 553.065491
	Iteration 5Q: 3 clusters Score -20953.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20961.058594 Penalty: 553.065491
	Iteration 6Q: 3 clusters Score -20961.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20976.888672 Penalty: 553.065491
	Iteration 7Q: 3 clusters Score -20976.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20985.968750 Penalty: 553.065491
	Iteration 8Q: 3 clusters Score -20985.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20995.703125 Penalty: 553.065491
	Iteration 9Q: 3 clusters Score -20995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21009.685547 Penalty: 553.065491
	Iteration 10Q: 3 clusters Score -21009.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21018.644531 Penalty: 553.065491
	Iteration 11Q: 3 clusters Score -21018.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21022.839844 Penalty: 553.065491
	Iteration 12Q: 3 clusters Score -21022.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21022.839844 Penalty: 553.065491
	Iteration 13F: 3 clusters Score -21022.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Entering Unmasked Estep 
Score: -469178.593750 Penalty: 410.356171
	Iteration 0F: 2 clusters Score -469178.6 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 4196 members 
Entering Unmasked Estep 
Score: -463715.406250 Penalty: 820.712341
	Iteration 0F: 3 clusters Score -463715.4 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -466098.562500 Penalty: 820.712341
	Iteration 1F: 3 clusters Score -466098.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -466413.812500 Penalty: 820.712341
	Iteration 2F: 3 clusters Score -466413.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -466830.937500 Penalty: 820.712341
	Iteration 3F: 3 clusters Score -466830.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -467322.031250 Penalty: 820.712341
	Iteration 4F: 3 clusters Score -467322 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -467823.250000 Penalty: 820.712341
	Iteration 5F: 3 clusters Score -467823.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -468263.156250 Penalty: 820.712341
	Iteration 6F: 3 clusters Score -468263.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -468578.312500 Penalty: 820.712341
	Iteration 7Q: 3 clusters Score -468578.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -468718.187500 Penalty: 820.712341
	Iteration 8Q: 3 clusters Score -468718.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -468791.718750 Penalty: 820.712341
	Iteration 9Q: 3 clusters Score -468791.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -468820.437500 Penalty: 820.712341
	Iteration 10Q: 3 clusters Score -468820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -468849.656250 Penalty: 820.712341
	Iteration 11Q: 3 clusters Score -468849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -468855.562500 Penalty: 820.712341
	Iteration 12Q: 3 clusters Score -468855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -468859.968750 Penalty: 820.712341
	Iteration 13Q: 3 clusters Score -468860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -468860.343750 Penalty: 820.712341
	Iteration 14Q: 3 clusters Score -468860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -468860.343750 Penalty: 820.712341
	Iteration 15F: 3 clusters Score -468860.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -172901.203125 Penalty: 364.772461
	Iteration 0F: 2 clusters Score -172901.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -170773.796875 Penalty: 729.544922
	Iteration 0F: 3 clusters Score -170773.8 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -171493.015625 Penalty: 729.544922
	Iteration 1F: 3 clusters Score -171493 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -171557.281250 Penalty: 729.544922
	Iteration 2F: 3 clusters Score -171557.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -171624.218750 Penalty: 729.544922
	Iteration 3Q: 3 clusters Score -171624.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -171698.750000 Penalty: 729.544922
	Iteration 4Q: 3 clusters Score -171698.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -171771.843750 Penalty: 729.544922
	Iteration 5Q: 3 clusters Score -171771.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -171876.343750 Penalty: 729.544922
	Iteration 6F: 3 clusters Score -171876.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -172010.109375 Penalty: 729.544922
	Iteration 7F: 3 clusters Score -172010.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -172133.625000 Penalty: 729.544922
	Iteration 8F: 3 clusters Score -172133.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -172236.421875 Penalty: 729.544922
	Iteration 9Q: 3 clusters Score -172236.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -172352.296875 Penalty: 729.544922
	Iteration 10Q: 3 clusters Score -172352.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -172447.109375 Penalty: 729.544922
	Iteration 11Q: 3 clusters Score -172447.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -172504.453125 Penalty: 729.544922
	Iteration 12Q: 3 clusters Score -172504.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -172533.609375 Penalty: 729.544922
	Iteration 13Q: 3 clusters Score -172533.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -172563.078125 Penalty: 729.544922
	Iteration 14Q: 3 clusters Score -172563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -172575.406250 Penalty: 729.544922
	Iteration 15Q: 3 clusters Score -172575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -172577.359375 Penalty: 729.544922
	Iteration 16Q: 3 clusters Score -172577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -172577.359375 Penalty: 729.544922
	Iteration 17F: 3 clusters Score -172577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -255892.828125 Penalty: 378.713165
	Iteration 0F: 2 clusters Score -255892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -253161.609375 Penalty: 757.426331
	Iteration 0F: 3 clusters Score -253161.6 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -254803.453125 Penalty: 757.426331
	Iteration 1F: 3 clusters Score -254803.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -255853.250000 Penalty: 757.426331
	Iteration 2F: 3 clusters Score -255853.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -256438.937500 Penalty: 757.426331
	Iteration 3F: 3 clusters Score -256438.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -256667.578125 Penalty: 757.426331
	Iteration 4F: 3 clusters Score -256667.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -256737.343750 Penalty: 757.426331
	Iteration 5Q: 3 clusters Score -256737.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -256756.234375 Penalty: 757.426331
	Iteration 6Q: 3 clusters Score -256756.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -256760.656250 Penalty: 757.426331
	Iteration 7Q: 3 clusters Score -256760.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -256762.109375 Penalty: 757.426331
	Iteration 8Q: 3 clusters Score -256762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -256762.734375 Penalty: 757.426331
	Iteration 9Q: 3 clusters Score -256762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -256763.312500 Penalty: 757.426331
	Iteration 10Q: 3 clusters Score -256763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -256764.437500 Penalty: 757.426331
	Iteration 11Q: 3 clusters Score -256764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -256765.265625 Penalty: 757.426331
	Iteration 12Q: 3 clusters Score -256765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -256765.312500 Penalty: 757.426331
	Iteration 13Q: 3 clusters Score -256765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -256765.359375 Penalty: 757.426331
	Iteration 14Q: 3 clusters Score -256765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -256765.718750 Penalty: 757.426331
	Iteration 15Q: 3 clusters Score -256765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -256765.718750 Penalty: 757.426331
	Iteration 16F: 3 clusters Score -256765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 73735 members 
Mstep: Class 23 contains 235768 members 
Mstep: Class 24 contains 4079 members 
Entering Unmasked Estep 
Score: -23016596.000000 Penalty: 11757.640625
Splitting cluster 16 changes total score from -23017762.000000 to -23016596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -92471.843750 Penalty: 338.473206
	Iteration 0F: 2 clusters Score -92471.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -91247.390625 Penalty: 676.946411
	Iteration 0F: 3 clusters Score -91247.39 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -91643.320312 Penalty: 676.946411
	Iteration 1F: 3 clusters Score -91643.32 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -91795.734375 Penalty: 676.946411
	Iteration 2F: 3 clusters Score -91795.73 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -91929.875000 Penalty: 676.946411
	Iteration 3F: 3 clusters Score -91929.88 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92032.039062 Penalty: 676.946411
	Iteration 4F: 3 clusters Score -92032.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92079.734375 Penalty: 676.946411
	Iteration 5Q: 3 clusters Score -92079.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -92113.437500 Penalty: 676.946411
	Iteration 6Q: 3 clusters Score -92113.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92136.382812 Penalty: 676.946411
	Iteration 7Q: 3 clusters Score -92136.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92145.648438 Penalty: 676.946411
	Iteration 8Q: 3 clusters Score -92145.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92156.453125 Penalty: 676.946411
	Iteration 9Q: 3 clusters Score -92156.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92167.500000 Penalty: 676.946411
	Iteration 10Q: 3 clusters Score -92167.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92174.843750 Penalty: 676.946411
	Iteration 11Q: 3 clusters Score -92174.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92177.968750 Penalty: 676.946411
	Iteration 12Q: 3 clusters Score -92177.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92180.476562 Penalty: 676.946411
	Iteration 13Q: 3 clusters Score -92180.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92182.875000 Penalty: 676.946411
	Iteration 14Q: 3 clusters Score -92182.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92190.312500 Penalty: 676.946411
	Iteration 15Q: 3 clusters Score -92190.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92208.039062 Penalty: 676.946411
	Iteration 16Q: 3 clusters Score -92208.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92235.039062 Penalty: 676.946411
	Iteration 17Q: 3 clusters Score -92235.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92248.406250 Penalty: 676.946411
	Iteration 18Q: 3 clusters Score -92248.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92258.562500 Penalty: 676.946411
	Iteration 19Q: 3 clusters Score -92258.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92266.617188 Penalty: 676.946411
	Iteration 20F: 3 clusters Score -92266.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92272.156250 Penalty: 676.946411
	Iteration 21Q: 3 clusters Score -92272.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92280.210938 Penalty: 676.946411
	Iteration 22Q: 3 clusters Score -92280.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92282.796875 Penalty: 676.946411
	Iteration 23Q: 3 clusters Score -92282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92283.570312 Penalty: 676.946411
	Iteration 24Q: 3 clusters Score -92283.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92283.890625 Penalty: 676.946411
	Iteration 25Q: 3 clusters Score -92283.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92283.890625 Penalty: 676.946411
	Iteration 26F: 3 clusters Score -92283.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Entering Unmasked Estep 
Score: -283296.281250 Penalty: 390.755096
	Iteration 0F: 2 clusters Score -283296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -279654.125000 Penalty: 781.510193
	Iteration 0F: 3 clusters Score -279654.1 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -282183.562500 Penalty: 781.510193
	Iteration 1F: 3 clusters Score -282183.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -284166.000000 Penalty: 781.510193
	Iteration 2F: 3 clusters Score -284166 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -285537.312500 Penalty: 781.510193
	Iteration 3F: 3 clusters Score -285537.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -285951.031250 Penalty: 781.510193
	Iteration 4F: 3 clusters Score -285951 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -286271.750000 Penalty: 781.510193
	Iteration 5Q: 3 clusters Score -286271.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -286645.406250 Penalty: 781.510193
	Iteration 6Q: 3 clusters Score -286645.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -287104.531250 Penalty: 781.510193
	Iteration 7Q: 3 clusters Score -287104.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -288058.562500 Penalty: 781.510193
	Iteration 8F: 3 clusters Score -288058.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -290017.312500 Penalty: 781.510193
	Iteration 9F: 3 clusters Score -290017.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -290295.906250 Penalty: 781.510193
	Iteration 10Q: 3 clusters Score -290295.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -290497.687500 Penalty: 781.510193
	Iteration 11Q: 3 clusters Score -290497.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -290748.656250 Penalty: 781.510193
	Iteration 12Q: 3 clusters Score -290748.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -290979.468750 Penalty: 781.510193
	Iteration 13Q: 3 clusters Score -290979.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -291105.906250 Penalty: 781.510193
	Iteration 14Q: 3 clusters Score -291105.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -291151.187500 Penalty: 781.510193
	Iteration 15Q: 3 clusters Score -291151.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -291166.500000 Penalty: 781.510193
	Iteration 16Q: 3 clusters Score -291166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -291183.093750 Penalty: 781.510193
	Iteration 17Q: 3 clusters Score -291183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -291185.625000 Penalty: 781.510193
	Iteration 18Q: 3 clusters Score -291185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -291189.875000 Penalty: 781.510193
	Iteration 19Q: 3 clusters Score -291189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -291230.656250 Penalty: 781.510193
	Iteration 20F: 3 clusters Score -291230.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -291254.312500 Penalty: 781.510193
	Iteration 21Q: 3 clusters Score -291254.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -291258.250000 Penalty: 781.510193
	Iteration 22Q: 3 clusters Score -291258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -291260.218750 Penalty: 781.510193
	Iteration 23Q: 3 clusters Score -291260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -291260.906250 Penalty: 781.510193
	Iteration 24Q: 3 clusters Score -291260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -291262.000000 Penalty: 781.510193
	Iteration 25Q: 3 clusters Score -291262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -291261.687500 Penalty: 781.510193
	Iteration 26Q: 3 clusters Score -291261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -291262.125000 Penalty: 781.510193
	Iteration 27Q: 3 clusters Score -291262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -291262.406250 Penalty: 781.510193
	Iteration 28Q: 3 clusters Score -291262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -291262.593750 Penalty: 781.510193
	Iteration 29Q: 3 clusters Score -291262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -291262.593750 Penalty: 781.510193
	Iteration 30F: 3 clusters Score -291262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 73735 members 
Mstep: Class 23 contains 235768 members 
Mstep: Class 24 contains 4079 members 
Entering Unmasked Estep 
Score: -23023708.000000 Penalty: 11757.640625
Splitting cluster 19 changes total score from -23017762.000000 to -23023708.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7202.134277 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7202.134 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 89 members 
Entering Unmasked Estep 
Score: -6983.704102 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6983.704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7037.764160 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7037.764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7064.199707 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -7064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7070.368652 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -7070.369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7076.073730 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7076.074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7076.382812 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7076.383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7076.382812 Penalty: 455.967834
	Iteration 6F: 3 clusters Score -7076.383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -41817.121094 Penalty: 301.815979
	Iteration 0F: 2 clusters Score -41817.12 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 373 members 
Entering Unmasked Estep 
Score: -41161.500000 Penalty: 603.631958
	Iteration 0F: 3 clusters Score -41161.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41429.257812 Penalty: 603.631958
	Iteration 1F: 3 clusters Score -41429.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -41574.019531 Penalty: 603.631958
	Iteration 2F: 3 clusters Score -41574.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41732.011719 Penalty: 603.631958
	Iteration 3F: 3 clusters Score -41732.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -41846.621094 Penalty: 603.631958
	Iteration 4F: 3 clusters Score -41846.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41933.757812 Penalty: 603.631958
	Iteration 5F: 3 clusters Score -41933.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41989.929688 Penalty: 603.631958
	Iteration 6Q: 3 clusters Score -41989.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42037.921875 Penalty: 603.631958
	Iteration 7Q: 3 clusters Score -42037.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42095.117188 Penalty: 603.631958
	Iteration 8Q: 3 clusters Score -42095.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42137.089844 Penalty: 603.631958
	Iteration 9Q: 3 clusters Score -42137.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42163.515625 Penalty: 603.631958
	Iteration 10Q: 3 clusters Score -42163.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42178.109375 Penalty: 603.631958
	Iteration 11Q: 3 clusters Score -42178.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42185.808594 Penalty: 603.631958
	Iteration 12Q: 3 clusters Score -42185.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42192.070312 Penalty: 603.631958
	Iteration 13Q: 3 clusters Score -42192.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42194.019531 Penalty: 603.631958
	Iteration 14Q: 3 clusters Score -42194.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42198.257812 Penalty: 603.631958
	Iteration 15Q: 3 clusters Score -42198.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42199.863281 Penalty: 603.631958
	Iteration 16Q: 3 clusters Score -42199.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42201.058594 Penalty: 603.631958
	Iteration 17Q: 3 clusters Score -42201.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42201.613281 Penalty: 603.631958
	Iteration 18Q: 3 clusters Score -42201.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42201.925781 Penalty: 603.631958
	Iteration 19Q: 3 clusters Score -42201.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42201.925781 Penalty: 603.631958
	Iteration 20F: 3 clusters Score -42201.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 73735 members 
Mstep: Class 23 contains 235768 members 
Mstep: Class 24 contains 4079 members 
Entering Unmasked Estep 
Score: -23023820.000000 Penalty: 12345.523438
Splitting cluster 21 changes total score from -23017762.000000 to -23023820.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 22 (73735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Entering Unmasked Estep 
Score: -4327716.000000 Penalty: 509.974609
	Iteration 0F: 2 clusters Score -4327716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4277868.500000 Penalty: 1019.949219
	Iteration 0F: 3 clusters Score -4277868 nChanged 36041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -4299526.000000 Penalty: 1019.949219
	Iteration 1F: 3 clusters Score -4299526 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4300607.000000 Penalty: 1019.949219
	Iteration 2Q: 3 clusters Score -4300607 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -4302794.000000 Penalty: 1019.949219
	Iteration 3F: 3 clusters Score -4302794 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -4306963.000000 Penalty: 1019.949219
	Iteration 4F: 3 clusters Score -4306963 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -4312569.000000 Penalty: 1019.949219
	Iteration 5F: 3 clusters Score -4312569 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -4317037.000000 Penalty: 1019.949219
	Iteration 6F: 3 clusters Score -4317037 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -4319121.000000 Penalty: 1019.949219
	Iteration 7Q: 3 clusters Score -4319121 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -4320116.500000 Penalty: 1019.949219
	Iteration 8Q: 3 clusters Score -4320116 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -4320742.000000 Penalty: 1019.949219
	Iteration 9Q: 3 clusters Score -4320742 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -4321240.000000 Penalty: 1019.949219
	Iteration 10Q: 3 clusters Score -4321240 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -4321652.500000 Penalty: 1019.949219
	Iteration 11Q: 3 clusters Score -4321652 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -4322068.500000 Penalty: 1019.949219
	Iteration 12Q: 3 clusters Score -4322068 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -4322432.000000 Penalty: 1019.949219
	Iteration 13Q: 3 clusters Score -4322432 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -4322803.000000 Penalty: 1019.949219
	Iteration 14Q: 3 clusters Score -4322803 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -4323207.000000 Penalty: 1019.949219
	Iteration 15Q: 3 clusters Score -4323207 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -4323585.000000 Penalty: 1019.949219
	Iteration 16Q: 3 clusters Score -4323585 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -4323952.000000 Penalty: 1019.949219
	Iteration 17Q: 3 clusters Score -4323952 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -4324320.000000 Penalty: 1019.949219
	Iteration 18Q: 3 clusters Score -4324320 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -4324714.500000 Penalty: 1019.949219
	Iteration 19Q: 3 clusters Score -4324714 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -4325130.500000 Penalty: 1019.949219
	Iteration 20F: 3 clusters Score -4325130 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -4325536.000000 Penalty: 1019.949219
	Iteration 21Q: 3 clusters Score -4325536 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -4325842.000000 Penalty: 1019.949219
	Iteration 22Q: 3 clusters Score -4325842 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -4326151.500000 Penalty: 1019.949219
	Iteration 23Q: 3 clusters Score -4326152 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -4326411.000000 Penalty: 1019.949219
	Iteration 24Q: 3 clusters Score -4326411 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -4326617.000000 Penalty: 1019.949219
	Iteration 25Q: 3 clusters Score -4326617 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -4326762.500000 Penalty: 1019.949219
	Iteration 26Q: 3 clusters Score -4326762 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -4326883.500000 Penalty: 1019.949219
	Iteration 27Q: 3 clusters Score -4326884 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -4326960.000000 Penalty: 1019.949219
	Iteration 28Q: 3 clusters Score -4326960 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -4327040.000000 Penalty: 1019.949219
	Iteration 29Q: 3 clusters Score -4327040 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -4327101.000000 Penalty: 1019.949219
	Iteration 30Q: 3 clusters Score -4327101 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -4327141.500000 Penalty: 1019.949219
	Iteration 31Q: 3 clusters Score -4327142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -4327172.000000 Penalty: 1019.949219
	Iteration 32Q: 3 clusters Score -4327172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -4327189.500000 Penalty: 1019.949219
	Iteration 33Q: 3 clusters Score -4327190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -4327203.500000 Penalty: 1019.949219
	Iteration 34Q: 3 clusters Score -4327204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -4327222.500000 Penalty: 1019.949219
	Iteration 35Q: 3 clusters Score -4327222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -4327245.500000 Penalty: 1019.949219
	Iteration 36Q: 3 clusters Score -4327246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -4327267.000000 Penalty: 1019.949219
	Iteration 37Q: 3 clusters Score -4327267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -4327283.500000 Penalty: 1019.949219
	Iteration 38Q: 3 clusters Score -4327284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -4327293.000000 Penalty: 1019.949219
	Iteration 39Q: 3 clusters Score -4327293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -4327304.500000 Penalty: 1019.949219
	Iteration 40F: 3 clusters Score -4327304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -4327313.000000 Penalty: 1019.949219
	Iteration 41Q: 3 clusters Score -4327313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -4327319.500000 Penalty: 1019.949219
	Iteration 42Q: 3 clusters Score -4327320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -4327321.000000 Penalty: 1019.949219
	Iteration 43Q: 3 clusters Score -4327321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -4327328.500000 Penalty: 1019.949219
	Iteration 44Q: 3 clusters Score -4327328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -4327333.500000 Penalty: 1019.949219
	Iteration 45Q: 3 clusters Score -4327334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -4327333.500000 Penalty: 1019.949219
	Iteration 46Q: 3 clusters Score -4327334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -4327334.500000 Penalty: 1019.949219
	Iteration 47Q: 3 clusters Score -4327334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -4327332.500000 Penalty: 1019.949219
	Iteration 48Q: 3 clusters Score -4327332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -4327332.500000 Penalty: 1019.949219
	Iteration 49F: 3 clusters Score -4327332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (235768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235768 members 
Entering Unmasked Estep 
Score: -13883100.000000 Penalty: 562.862488
	Iteration 0F: 2 clusters Score -1.38831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -13763686.000000 Penalty: 1125.724976
	Iteration 0F: 3 clusters Score -1.376369e+07 nChanged 115932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -13835272.000000 Penalty: 1125.724976
	Iteration 1F: 3 clusters Score -1.383527e+07 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 149045 members 
Entering Unmasked Estep 
Score: -13838436.000000 Penalty: 1125.724976
	Iteration 2F: 3 clusters Score -1.383844e+07 nChanged 16841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -13844633.000000 Penalty: 1125.724976
	Iteration 3F: 3 clusters Score -1.384463e+07 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 169053 members 
Entering Unmasked Estep 
Score: -13854523.000000 Penalty: 1125.724976
	Iteration 4F: 3 clusters Score -1.385452e+07 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -13864973.000000 Penalty: 1125.724976
	Iteration 5F: 3 clusters Score -1.386497e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 169580 members 
Entering Unmasked Estep 
Score: -13871402.000000 Penalty: 1125.724976
	Iteration 6F: 3 clusters Score -1.38714e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 165380 members 
Entering Unmasked Estep 
Score: -13873709.000000 Penalty: 1125.724976
	Iteration 7Q: 3 clusters Score -1.387371e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 160841 members 
Entering Unmasked Estep 
Score: -13874269.000000 Penalty: 1125.724976
	Iteration 8Q: 3 clusters Score -1.387427e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 155798 members 
Entering Unmasked Estep 
Score: -13874968.000000 Penalty: 1125.724976
	Iteration 9Q: 3 clusters Score -1.387497e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -13875783.000000 Penalty: 1125.724976
	Iteration 10Q: 3 clusters Score -1.387578e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 142944 members 
Entering Unmasked Estep 
Score: -13877457.000000 Penalty: 1125.724976
	Iteration 11Q: 3 clusters Score -1.387746e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 135041 members 
Entering Unmasked Estep 
Score: -13879604.000000 Penalty: 1125.724976
	Iteration 12Q: 3 clusters Score -1.38796e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108158 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -13880577.000000 Penalty: 1125.724976
	Iteration 13Q: 3 clusters Score -1.388058e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 120367 members 
Entering Unmasked Estep 
Score: -13881408.000000 Penalty: 1125.724976
	Iteration 14Q: 3 clusters Score -1.388141e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -13881733.000000 Penalty: 1125.724976
	Iteration 15Q: 3 clusters Score -1.388173e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130305 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -13881192.000000 Penalty: 1125.724976
	Iteration 16Q: 3 clusters Score -1.388119e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -13880136.000000 Penalty: 1125.724976
	Iteration 17Q: 3 clusters Score -1.388014e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -13878823.000000 Penalty: 1125.724976
	Iteration 18Q: 3 clusters Score -1.387882e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163244 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -13879468.000000 Penalty: 1125.724976
	Iteration 19F: 3 clusters Score -1.387947e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -13879218.000000 Penalty: 1125.724976
	Iteration 20F: 3 clusters Score -1.387922e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186104 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -13877804.000000 Penalty: 1125.724976
	Iteration 21Q: 3 clusters Score -1.38778e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195119 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -13876546.000000 Penalty: 1125.724976
	Iteration 22Q: 3 clusters Score -1.387655e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201927 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -13876312.000000 Penalty: 1125.724976
	Iteration 23Q: 3 clusters Score -1.387631e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206775 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -13876298.000000 Penalty: 1125.724976
	Iteration 24Q: 3 clusters Score -1.38763e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210239 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -13876108.000000 Penalty: 1125.724976
	Iteration 25Q: 3 clusters Score -1.387611e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212710 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -13876106.000000 Penalty: 1125.724976
	Iteration 26Q: 3 clusters Score -1.387611e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214431 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -13876165.000000 Penalty: 1125.724976
	Iteration 27Q: 3 clusters Score -1.387616e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215828 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -13875849.000000 Penalty: 1125.724976
	Iteration 28Q: 3 clusters Score -1.387585e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217011 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -13875832.000000 Penalty: 1125.724976
	Iteration 29Q: 3 clusters Score -1.387583e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218039 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -13875780.000000 Penalty: 1125.724976
	Iteration 30Q: 3 clusters Score -1.387578e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218941 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -13875691.000000 Penalty: 1125.724976
	Iteration 31Q: 3 clusters Score -1.387569e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219691 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -13875740.000000 Penalty: 1125.724976
	Iteration 32Q: 3 clusters Score -1.387574e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220366 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -13875606.000000 Penalty: 1125.724976
	Iteration 33Q: 3 clusters Score -1.387561e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221011 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -13875578.000000 Penalty: 1125.724976
	Iteration 34Q: 3 clusters Score -1.387558e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221591 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -13875467.000000 Penalty: 1125.724976
	Iteration 35Q: 3 clusters Score -1.387547e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222145 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -13875464.000000 Penalty: 1125.724976
	Iteration 36Q: 3 clusters Score -1.387546e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222644 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -13875510.000000 Penalty: 1125.724976
	Iteration 37Q: 3 clusters Score -1.387551e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223090 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -13875416.000000 Penalty: 1125.724976
	Iteration 38Q: 3 clusters Score -1.387542e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223520 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -13875441.000000 Penalty: 1125.724976
	Iteration 39Q: 3 clusters Score -1.387544e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223911 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -13875574.000000 Penalty: 1125.724976
	Iteration 40F: 3 clusters Score -1.387557e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224154 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -13875549.000000 Penalty: 1125.724976
	Iteration 41Q: 3 clusters Score -1.387555e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224397 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -13875454.000000 Penalty: 1125.724976
	Iteration 42Q: 3 clusters Score -1.387545e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224620 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -13875400.000000 Penalty: 1125.724976
	Iteration 43Q: 3 clusters Score -1.38754e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -13875273.000000 Penalty: 1125.724976
	Iteration 44Q: 3 clusters Score -1.387527e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224968 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -13875116.000000 Penalty: 1125.724976
	Iteration 45Q: 3 clusters Score -1.387512e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225145 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -13875055.000000 Penalty: 1125.724976
	Iteration 46Q: 3 clusters Score -1.387506e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225301 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -13875085.000000 Penalty: 1125.724976
	Iteration 47Q: 3 clusters Score -1.387508e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225440 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -13875027.000000 Penalty: 1125.724976
	Iteration 48Q: 3 clusters Score -1.387503e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225564 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -13874902.000000 Penalty: 1125.724976
	Iteration 49Q: 3 clusters Score -1.38749e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225654 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -13874833.000000 Penalty: 1125.724976
	Iteration 50Q: 3 clusters Score -1.387483e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225720 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -13874733.000000 Penalty: 1125.724976
	Iteration 51Q: 3 clusters Score -1.387473e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225782 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -13874739.000000 Penalty: 1125.724976
	Iteration 52Q: 3 clusters Score -1.387474e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225839 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -13874662.000000 Penalty: 1125.724976
	Iteration 53Q: 3 clusters Score -1.387466e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225908 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -13874586.000000 Penalty: 1125.724976
	Iteration 54Q: 3 clusters Score -1.387459e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225979 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -13874520.000000 Penalty: 1125.724976
	Iteration 55Q: 3 clusters Score -1.387452e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226003 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -13874451.000000 Penalty: 1125.724976
	Iteration 56Q: 3 clusters Score -1.387445e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226021 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -13874373.000000 Penalty: 1125.724976
	Iteration 57Q: 3 clusters Score -1.387437e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226025 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -13874282.000000 Penalty: 1125.724976
	Iteration 58Q: 3 clusters Score -1.387428e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226051 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -13874262.000000 Penalty: 1125.724976
	Iteration 59Q: 3 clusters Score -1.387426e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226058 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -13874138.000000 Penalty: 1125.724976
	Iteration 60F: 3 clusters Score -1.387414e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226054 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -13874108.000000 Penalty: 1125.724976
	Iteration 61Q: 3 clusters Score -1.387411e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226073 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.387408e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226091 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.387402e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226107 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.387397e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226128 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -13873926.000000 Penalty: 1125.724976
	Iteration 65Q: 3 clusters Score -1.387393e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226143 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -13873897.000000 Penalty: 1125.724976
	Iteration 66Q: 3 clusters Score -1.38739e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226140 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -13873899.000000 Penalty: 1125.724976
	Iteration 67Q: 3 clusters Score -1.38739e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226139 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.387386e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226144 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.387385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226140 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.387384e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226149 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.387384e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226143 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.387379e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226120 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.387375e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226097 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.38737e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226067 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.387365e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.387362e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226009 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -13873612.000000 Penalty: 1125.724976
	Iteration 77Q: 3 clusters Score -1.387361e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225980 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -13873589.000000 Penalty: 1125.724976
	Iteration 78Q: 3 clusters Score -1.387359e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225936 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.387356e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225891 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.387351e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225831 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.387348e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225774 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.38734e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225703 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.387338e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225644 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.38733e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225594 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.38732e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225543 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.387316e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225489 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.387308e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225428 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.387302e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225353 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.387292e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225300 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.387289e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225251 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.387284e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225199 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.387279e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225136 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.387273e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 225059 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.387268e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 225003 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.387265e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224927 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.387263e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224839 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.38725e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224751 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.387248e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224662 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.387244e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224555 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.387241e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224443 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.387235e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224318 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.387231e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224185 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.387222e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224065 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.387213e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223940 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.387201e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223802 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.387192e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223647 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.38719e+07 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 223500 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.387181e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223346 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.387172e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223193 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.387166e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223024 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.387154e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222861 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.387144e+07 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 222662 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.387132e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222465 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.387128e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222256 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.387125e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222027 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.387108e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221771 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.387095e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221475 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.387081e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221133 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.387065e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220777 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.387042e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220383 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.38702e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219940 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.386994e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219501 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.386968e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218980 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.386945e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218409 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.386911e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217804 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.386875e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217130 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.386844e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216404 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.386809e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215648 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.386778e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214865 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.386736e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214058 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.386705e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213173 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.386681e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212209 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.386639e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211166 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.386587e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210010 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.386552e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208791 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.386502e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207459 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.386455e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206018 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -13863988.000000 Penalty: 1125.724976
	Iteration 138Q: 3 clusters Score -1.386399e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204524 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.386357e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202921 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -13863126.000000 Penalty: 1125.724976
	Iteration 140F: 3 clusters Score -1.386313e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200936 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.386273e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198792 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -13862535.000000 Penalty: 1125.724976
	Iteration 142Q: 3 clusters Score -1.386254e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -13862505.000000 Penalty: 1125.724976
	Iteration 143Q: 3 clusters Score -1.38625e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193916 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -13862912.000000 Penalty: 1125.724976
	Iteration 144Q: 3 clusters Score -1.386291e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191304 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -13862965.000000 Penalty: 1125.724976
	Iteration 145Q: 3 clusters Score -1.386296e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188451 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -13863738.000000 Penalty: 1125.724976
	Iteration 146Q: 3 clusters Score -1.386374e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185372 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -13864741.000000 Penalty: 1125.724976
	Iteration 147Q: 3 clusters Score -1.386474e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182061 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -13866044.000000 Penalty: 1125.724976
	Iteration 148Q: 3 clusters Score -1.386604e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178652 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.386658e+07 nChanged 3585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175067 members 
Mstep: Class 2 contains 60701 members 
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	Iteration 150Q: 3 clusters Score -1.386813e+07 nChanged 3448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171619 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.386986e+07 nChanged 3472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.38711e+07 nChanged 3415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.3872e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161658 members 
Mstep: Class 2 contains 74110 members 
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	Iteration 154Q: 3 clusters Score -1.3874e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158991 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.387518e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 79004 members 
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	Iteration 156Q: 3 clusters Score -1.387563e+07 nChanged 1960
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 80964 members 
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	Iteration 157Q: 3 clusters Score -1.387595e+07 nChanged 1693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153111 members 
Mstep: Class 2 contains 82657 members 
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	Iteration 158Q: 3 clusters Score -1.387621e+07 nChanged 1357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 84014 members 
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	Iteration 159Q: 3 clusters Score -1.38768e+07 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.387842e+07 nChanged 4601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146139 members 
Mstep: Class 2 contains 89629 members 
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	Iteration 161Q: 3 clusters Score -1.387998e+07 nChanged 4165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142006 members 
Mstep: Class 2 contains 93762 members 
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	Iteration 162Q: 3 clusters Score -1.388117e+07 nChanged 3544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138658 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.388221e+07 nChanged 3111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.388292e+07 nChanged 2723
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.388358e+07 nChanged 2367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 104139 members 
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	Iteration 166Q: 3 clusters Score -1.388406e+07 nChanged 2158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129913 members 
Mstep: Class 2 contains 105855 members 
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	Iteration 167Q: 3 clusters Score -1.388444e+07 nChanged 1832
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 107241 members 
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	Iteration 168Q: 3 clusters Score -1.38847e+07 nChanged 1635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 108328 members 
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	Iteration 169Q: 3 clusters Score -1.388465e+07 nChanged 1439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 109181 members 
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	Iteration 170Q: 3 clusters Score -1.388478e+07 nChanged 1239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125810 members 
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	Iteration 171Q: 3 clusters Score -1.388487e+07 nChanged 1110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125038 members 
Mstep: Class 2 contains 110730 members 
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	Iteration 172Q: 3 clusters Score -1.388508e+07 nChanged 1028
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 111434 members 
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	Iteration 173Q: 3 clusters Score -1.388515e+07 nChanged 940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 112158 members 
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	Iteration 174Q: 3 clusters Score -1.388531e+07 nChanged 784
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Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 112808 members 
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	Iteration 175Q: 3 clusters Score -1.388523e+07 nChanged 735
Entering Unmasked Mstep 
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Mstep: Class 2 contains 113435 members 
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	Iteration 176Q: 3 clusters Score -1.388505e+07 nChanged 717
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	Iteration 177Q: 3 clusters Score -1.388497e+07 nChanged 726
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Mstep: Class 2 contains 114782 members 
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	Iteration 178Q: 3 clusters Score -1.388487e+07 nChanged 742
Entering Unmasked Mstep 
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Mstep: Class 2 contains 115494 members 
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	Iteration 179Q: 3 clusters Score -1.388474e+07 nChanged 710
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119580 members 
Mstep: Class 2 contains 116188 members 
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	Iteration 180F: 3 clusters Score -1.388466e+07 nChanged 804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118784 members 
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	Iteration 181Q: 3 clusters Score -1.388451e+07 nChanged 909
Entering Unmasked Mstep 
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	Iteration 182Q: 3 clusters Score -1.388442e+07 nChanged 986
Entering Unmasked Mstep 
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	Iteration 183Q: 3 clusters Score -1.388426e+07 nChanged 1121
Entering Unmasked Mstep 
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Mstep: Class 2 contains 119980 members 
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	Iteration 184Q: 3 clusters Score -1.388424e+07 nChanged 1226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114562 members 
Mstep: Class 2 contains 121206 members 
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	Iteration 185Q: 3 clusters Score -1.388417e+07 nChanged 1289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.38842e+07 nChanged 1477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 123970 members 
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	Iteration 187Q: 3 clusters Score -1.388409e+07 nChanged 1654
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 125624 members 
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	Iteration 188Q: 3 clusters Score -1.38846e+07 nChanged 2032
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 127656 members 
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	Iteration 189Q: 3 clusters Score -1.388507e+07 nChanged 2794
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105318 members 
Mstep: Class 2 contains 130450 members 
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	Iteration 190Q: 3 clusters Score -1.388579e+07 nChanged 3682
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.38863e+07 nChanged 4221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.388659e+07 nChanged 4892
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 143245 members 
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	Iteration 193Q: 3 clusters Score -1.388686e+07 nChanged 5997
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 149242 members 
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	Iteration 194Q: 3 clusters Score -1.38871e+07 nChanged 6880
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 156122 members 
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	Iteration 195Q: 3 clusters Score -1.388681e+07 nChanged 7370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 163484 members 
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	Iteration 196Q: 3 clusters Score -1.38856e+07 nChanged 7382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 170790 members 
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	Iteration 197Q: 3 clusters Score -1.388411e+07 nChanged 7146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 177688 members 
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	Iteration 198Q: 3 clusters Score -1.388233e+07 nChanged 6788
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 184150 members 
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	Iteration 199Q: 3 clusters Score -1.387913e+07 nChanged 6036
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1.387897e+07 nChanged 8707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 198587 members 
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	Iteration 201Q: 3 clusters Score -1.387721e+07 nChanged 7709
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 206008 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.387693e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 212097 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.387684e+07 nChanged 5285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 217076 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.387719e+07 nChanged 4113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 220999 members 
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	Iteration 205Q: 3 clusters Score -1.387761e+07 nChanged 3245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 224114 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.387822e+07 nChanged 2550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 226624 members 
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	Iteration 207Q: 3 clusters Score -1.38789e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 228678 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.387944e+07 nChanged 1711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 230387 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.388018e+07 nChanged 1311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 231698 members 
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	Iteration 210Q: 3 clusters Score -1.388075e+07 nChanged 988
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 232684 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.38812e+07 nChanged 768
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 233448 members 
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	Iteration 212Q: 3 clusters Score -1.388162e+07 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 233951 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.388201e+07 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 234309 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.388229e+07 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1248 members 
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	Iteration 215Q: 3 clusters Score -1.388245e+07 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 234626 members 
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	Iteration 216Q: 3 clusters Score -1.388252e+07 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 234689 members 
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	Iteration 217Q: 3 clusters Score -1.388263e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 2 contains 234696 members 
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	Iteration 218Q: 3 clusters Score -1.388268e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 234693 members 
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	Iteration 219Q: 3 clusters Score -1.388273e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 234682 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.38828e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 2 contains 234684 members 
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	Iteration 221Q: 3 clusters Score -1.388287e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 234679 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.388292e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 234655 members 
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	Iteration 223Q: 3 clusters Score -1.388296e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 234638 members 
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	Iteration 224Q: 3 clusters Score -1.388297e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1157 members 
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	Iteration 225Q: 3 clusters Score -1.388295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 234591 members 
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	Iteration 226Q: 3 clusters Score -1.388296e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1201 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.388297e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 234535 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.388299e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 234521 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.388299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 234507 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.388301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 234505 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.388301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 234501 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.388299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 234498 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.3883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 234492 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.3883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 234485 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.3883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 234472 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.388303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 234464 members 
Entering Unmasked Estep 
Score: -13883017.000000 Penalty: 1125.724976
	Iteration 237Q: 3 clusters Score -1.388302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 234460 members 
Entering Unmasked Estep 
Score: -13883018.000000 Penalty: 1125.724976
	Iteration 238Q: 3 clusters Score -1.388302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 234455 members 
Entering Unmasked Estep 
Score: -13883005.000000 Penalty: 1125.724976
	Iteration 239Q: 3 clusters Score -1.3883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 234446 members 
Entering Unmasked Estep 
Score: -13883009.000000 Penalty: 1125.724976
	Iteration 240F: 3 clusters Score -1.388301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 234433 members 
Entering Unmasked Estep 
Score: -13883014.000000 Penalty: 1125.724976
	Iteration 241Q: 3 clusters Score -1.388301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -13883001.000000 Penalty: 1125.724976
	Iteration 242Q: 3 clusters Score -1.3883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 234413 members 
Entering Unmasked Estep 
Score: -13883000.000000 Penalty: 1125.724976
	Iteration 243Q: 3 clusters Score -1.3883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 234403 members 
Entering Unmasked Estep 
Score: -13883009.000000 Penalty: 1125.724976
	Iteration 244Q: 3 clusters Score -1.388301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 234392 members 
Entering Unmasked Estep 
Score: -13882970.000000 Penalty: 1125.724976
	Iteration 245Q: 3 clusters Score -1.388297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 234384 members 
Entering Unmasked Estep 
Score: -13882970.000000 Penalty: 1125.724976
	Iteration 246Q: 3 clusters Score -1.388297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 234375 members 
Entering Unmasked Estep 
Score: -13882966.000000 Penalty: 1125.724976
	Iteration 247Q: 3 clusters Score -1.388297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 234372 members 
Entering Unmasked Estep 
Score: -13882963.000000 Penalty: 1125.724976
	Iteration 248Q: 3 clusters Score -1.388296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 234362 members 
Entering Unmasked Estep 
Score: -13882975.000000 Penalty: 1125.724976
	Iteration 249Q: 3 clusters Score -1.388298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 234350 members 
Entering Unmasked Estep 
Score: -13882963.000000 Penalty: 1125.724976
	Iteration 250Q: 3 clusters Score -1.388296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 234339 members 
Entering Unmasked Estep 
Score: -13882947.000000 Penalty: 1125.724976
	Iteration 251Q: 3 clusters Score -1.388295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 234325 members 
Entering Unmasked Estep 
Score: -13882943.000000 Penalty: 1125.724976
	Iteration 252Q: 3 clusters Score -1.388294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 234313 members 
Entering Unmasked Estep 
Score: -13882959.000000 Penalty: 1125.724976
	Iteration 253Q: 3 clusters Score -1.388296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 234307 members 
Entering Unmasked Estep 
Score: -13882951.000000 Penalty: 1125.724976
	Iteration 254Q: 3 clusters Score -1.388295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 234299 members 
Entering Unmasked Estep 
Score: -13882950.000000 Penalty: 1125.724976
	Iteration 255Q: 3 clusters Score -1.388295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 234294 members 
Entering Unmasked Estep 
Score: -13882954.000000 Penalty: 1125.724976
	Iteration 256Q: 3 clusters Score -1.388295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 234291 members 
Entering Unmasked Estep 
Score: -13882943.000000 Penalty: 1125.724976
	Iteration 257Q: 3 clusters Score -1.388294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 234290 members 
Entering Unmasked Estep 
Score: -13882935.000000 Penalty: 1125.724976
	Iteration 258Q: 3 clusters Score -1.388294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 234289 members 
Entering Unmasked Estep 
Score: -13882936.000000 Penalty: 1125.724976
	Iteration 259Q: 3 clusters Score -1.388294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 234288 members 
Entering Unmasked Estep 
Score: -13882931.000000 Penalty: 1125.724976
	Iteration 260F: 3 clusters Score -1.388293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -219376.640625 Penalty: 378.269135
	Iteration 0F: 2 clusters Score -219376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -216612.656250 Penalty: 756.538269
	Iteration 0F: 3 clusters Score -216612.7 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -217649.156250 Penalty: 756.538269
	Iteration 1F: 3 clusters Score -217649.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -217867.453125 Penalty: 756.538269
	Iteration 2F: 3 clusters Score -217867.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -218156.921875 Penalty: 756.538269
	Iteration 3F: 3 clusters Score -218156.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -218498.703125 Penalty: 756.538269
	Iteration 4F: 3 clusters Score -218498.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -218786.218750 Penalty: 756.538269
	Iteration 5F: 3 clusters Score -218786.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -218974.796875 Penalty: 756.538269
	Iteration 6Q: 3 clusters Score -218974.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -219069.781250 Penalty: 756.538269
	Iteration 7Q: 3 clusters Score -219069.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -219129.687500 Penalty: 756.538269
	Iteration 8Q: 3 clusters Score -219129.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -219177.609375 Penalty: 756.538269
	Iteration 9Q: 3 clusters Score -219177.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -219228.046875 Penalty: 756.538269
	Iteration 10Q: 3 clusters Score -219228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -219264.687500 Penalty: 756.538269
	Iteration 11Q: 3 clusters Score -219264.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -219300.250000 Penalty: 756.538269
	Iteration 12Q: 3 clusters Score -219300.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -219340.156250 Penalty: 756.538269
	Iteration 13Q: 3 clusters Score -219340.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -219371.031250 Penalty: 756.538269
	Iteration 14Q: 3 clusters Score -219371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -219394.781250 Penalty: 756.538269
	Iteration 15Q: 3 clusters Score -219394.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -219411.437500 Penalty: 756.538269
	Iteration 16Q: 3 clusters Score -219411.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -219427.234375 Penalty: 756.538269
	Iteration 17Q: 3 clusters Score -219427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -219435.390625 Penalty: 756.538269
	Iteration 18Q: 3 clusters Score -219435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -219439.703125 Penalty: 756.538269
	Iteration 19Q: 3 clusters Score -219439.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -219442.234375 Penalty: 756.538269
	Iteration 20F: 3 clusters Score -219442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -219443.687500 Penalty: 756.538269
	Iteration 21Q: 3 clusters Score -219443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -219445.187500 Penalty: 756.538269
	Iteration 22Q: 3 clusters Score -219445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -219448.234375 Penalty: 756.538269
	Iteration 23Q: 3 clusters Score -219448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -219448.359375 Penalty: 756.538269
	Iteration 24Q: 3 clusters Score -219448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -219449.765625 Penalty: 756.538269
	Iteration 25Q: 3 clusters Score -219449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -219450.968750 Penalty: 756.538269
	Iteration 26Q: 3 clusters Score -219451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -219451.437500 Penalty: 756.538269
	Iteration 27Q: 3 clusters Score -219451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -219453.015625 Penalty: 756.538269
	Iteration 28Q: 3 clusters Score -219453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -219452.906250 Penalty: 756.538269
	Iteration 29Q: 3 clusters Score -219452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -219452.906250 Penalty: 756.538269
	Iteration 30F: 3 clusters Score -219452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 3498 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 73735 members 
Mstep: Class 23 contains 235768 members 
Mstep: Class 24 contains 581 members 
Entering Unmasked Estep 
Score: -23023724.000000 Penalty: 12933.405273
Splitting cluster 24 changes total score from -23017762.000000 to -23023724.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 9 contains 7854 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 73735 members 
Mstep: Class 23 contains 235768 members 
Mstep: Class 24 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23024490.000000 Penalty: 12933.405273
Iteration 39Q: 23 clusters Score -2.302449e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 163 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 404 members 
Mstep: Class 7 contains 696 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 7776 members 
Mstep: Class 10 contains 42407 members 
Mstep: Class 11 contains 12780 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 3065 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 76983 members 
Mstep: Class 23 contains 232278 members 
Mstep: Class 24 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23025670.000000 Penalty: 12933.405273
Iteration 40F: 23 clusters Score -2.302567e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 3241 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 7667 members 
Mstep: Class 10 contains 41999 members 
Mstep: Class 11 contains 12909 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 16 contains 4606 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 19 contains 2788 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 80341 members 
Mstep: Class 23 contains 228482 members 
Mstep: Class 24 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23026550.000000 Penalty: 12933.405273
Iteration 41Q: 23 clusters Score -2.302655e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3236 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 41647 members 
Mstep: Class 11 contains 13000 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 16 contains 4962 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 19 contains 2788 members 
Mstep: Class 20 contains 142 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 84202 members 
Mstep: Class 23 contains 224123 members 
Mstep: Class 24 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23025098.000000 Penalty: 12933.405273
Iteration 42Q: 23 clusters Score -2.30251e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3236 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 673 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 7352 members 
Mstep: Class 10 contains 41334 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 9582 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 16 contains 5382 members 
Mstep: Class 17 contains 1739 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 88383 members 
Mstep: Class 23 contains 219435 members 
Mstep: Class 24 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23023748.000000 Penalty: 12933.405273
Iteration 43Q: 23 clusters Score -2.302375e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 3236 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2802 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 318 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 671 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 7152 members 
Mstep: Class 10 contains 41070 members 
Mstep: Class 11 contains 13016 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 10011 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 93176 members 
Mstep: Class 23 contains 214106 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23022578.000000 Penalty: 12933.405273
Iteration 44Q: 23 clusters Score -2.302258e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 3236 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 669 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 6962 members 
Mstep: Class 10 contains 40829 members 
Mstep: Class 11 contains 12880 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 1740 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 98731 members 
Mstep: Class 23 contains 207996 members 
Mstep: Class 24 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23021730.000000 Penalty: 12933.405273
Iteration 45Q: 23 clusters Score -2.302173e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 665 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 6764 members 
Mstep: Class 10 contains 40665 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 10940 members 
Mstep: Class 14 contains 3239 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 734 members 
Mstep: Class 22 contains 104875 members 
Mstep: Class 23 contains 201341 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23021828.000000 Penalty: 12933.405273
Iteration 46Q: 23 clusters Score -2.302183e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3236 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 664 members 
Mstep: Class 8 contains 3765 members 
Mstep: Class 9 contains 6553 members 
Mstep: Class 10 contains 40543 members 
Mstep: Class 11 contains 12310 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 11372 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 735 members 
Mstep: Class 22 contains 111498 members 
Mstep: Class 23 contains 194229 members 
Mstep: Class 24 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23023336.000000 Penalty: 12933.405273
Iteration 47Q: 23 clusters Score -2.302334e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3236 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 7 contains 664 members 
Mstep: Class 8 contains 3786 members 
Mstep: Class 9 contains 6387 members 
Mstep: Class 10 contains 40373 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 11808 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 737 members 
Mstep: Class 22 contains 118488 members 
Mstep: Class 23 contains 186777 members 
Mstep: Class 24 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23025784.000000 Penalty: 12933.405273
Iteration 48Q: 23 clusters Score -2.302578e+07 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3236 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 178 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 664 members 
Mstep: Class 8 contains 3790 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 40188 members 
Mstep: Class 11 contains 11396 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 12219 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 16 contains 8904 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 125896 members 
Mstep: Class 23 contains 179002 members 
Mstep: Class 24 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23029840.000000 Penalty: 12933.405273
Iteration 49Q: 23 clusters Score -2.302984e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2796 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 3795 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 39929 members 
Mstep: Class 11 contains 10768 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 12547 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 16 contains 9603 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 133240 members 
Mstep: Class 23 contains 171500 members 
Mstep: Class 24 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 23 clusters Score -2.303384e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 809 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 6272 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 12682 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 141 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 139747 members 
Mstep: Class 23 contains 165089 members 
Mstep: Class 24 contains 891 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -2.303595e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 3785 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 10 contains 38882 members 
Mstep: Class 11 contains 9477 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 12692 members 
Mstep: Class 14 contains 3633 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 142 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 145461 members 
Mstep: Class 23 contains 159486 members 
Mstep: Class 24 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 23 clusters Score -2.303857e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 709 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 38402 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 12629 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 16 contains 11691 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 141 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 150232 members 
Mstep: Class 23 contains 154842 members 
Mstep: Class 24 contains 909 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -2.30384e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 38003 members 
Mstep: Class 11 contains 8275 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 16 contains 12383 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 154264 members 
Mstep: Class 23 contains 150786 members 
Mstep: Class 24 contains 917 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -2.303925e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 749 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 37723 members 
Mstep: Class 11 contains 7821 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 12357 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 16 contains 13017 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 157464 members 
Mstep: Class 23 contains 147392 members 
Mstep: Class 24 contains 926 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -2.304023e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 2575 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 7546 members 
Mstep: Class 10 contains 37516 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 12235 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 141 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 159895 members 
Mstep: Class 23 contains 144638 members 
Mstep: Class 24 contains 940 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -2.304121e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 7833 members 
Mstep: Class 10 contains 37370 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 12106 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 16 contains 14123 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 143 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 161647 members 
Mstep: Class 23 contains 142514 members 
Mstep: Class 24 contains 956 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -2.304205e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3238 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 937 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 8101 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 6905 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 16 contains 14560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 162833 members 
Mstep: Class 23 contains 140975 members 
Mstep: Class 24 contains 971 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -2.304272e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 3237 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 2565 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 37147 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 11879 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 16 contains 14966 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 163700 members 
Mstep: Class 23 contains 139744 members 
Mstep: Class 24 contains 988 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -2.304314e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3238 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 175 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 3717 members 
Mstep: Class 9 contains 8605 members 
Mstep: Class 10 contains 37062 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 16 contains 15280 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 164320 members 
Mstep: Class 23 contains 138831 members 
Mstep: Class 24 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 23 clusters Score -2.304464e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 939 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 3716 members 
Mstep: Class 9 contains 8810 members 
Mstep: Class 10 contains 36504 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 16 contains 15574 members 
Mstep: Class 17 contains 1731 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 166151 members 
Mstep: Class 23 contains 137321 members 
Mstep: Class 24 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 23 clusters Score -2.30457e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 36018 members 
Mstep: Class 11 contains 5900 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 167914 members 
Mstep: Class 23 contains 136066 members 
Mstep: Class 24 contains 1007 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -2.30469e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 331 members 
Mstep: Class 6 contains 939 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 9225 members 
Mstep: Class 10 contains 35483 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 11230 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 16 contains 15896 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 169454 members 
Mstep: Class 23 contains 135064 members 
Mstep: Class 24 contains 1023 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -2.304773e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 9429 members 
Mstep: Class 10 contains 34955 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 381 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 17 contains 1755 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 170924 members 
Mstep: Class 23 contains 134226 members 
Mstep: Class 24 contains 1025 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -2.304867e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 9619 members 
Mstep: Class 10 contains 34418 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 10732 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 16 contains 15942 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 172277 members 
Mstep: Class 23 contains 133554 members 
Mstep: Class 24 contains 1029 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -2.304951e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 9798 members 
Mstep: Class 10 contains 33936 members 
Mstep: Class 11 contains 4953 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 16 contains 15925 members 
Mstep: Class 17 contains 1785 members 
Mstep: Class 19 contains 2850 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 173396 members 
Mstep: Class 23 contains 133058 members 
Mstep: Class 24 contains 1050 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -2.305007e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 9993 members 
Mstep: Class 10 contains 33521 members 
Mstep: Class 11 contains 4782 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 10216 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 174392 members 
Mstep: Class 23 contains 132656 members 
Mstep: Class 24 contains 1057 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -2.305055e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 7 contains 1168 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 10182 members 
Mstep: Class 10 contains 33206 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 9970 members 
Mstep: Class 14 contains 4925 members 
Mstep: Class 16 contains 15811 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 175256 members 
Mstep: Class 23 contains 132317 members 
Mstep: Class 24 contains 1063 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -2.305095e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 10357 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 4469 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 9735 members 
Mstep: Class 14 contains 4976 members 
Mstep: Class 16 contains 15730 members 
Mstep: Class 17 contains 1834 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 176081 members 
Mstep: Class 23 contains 132007 members 
Mstep: Class 24 contains 1077 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -2.305142e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 10510 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 9505 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 16 contains 15658 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 176816 members 
Mstep: Class 23 contains 131753 members 
Mstep: Class 24 contains 1089 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -2.30518e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 2499 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 334 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 32412 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 9268 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 16 contains 15576 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177368 members 
Mstep: Class 23 contains 131633 members 
Mstep: Class 24 contains 1105 members 
Entering Unmasked Estep 
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Iteration 71Q: 23 clusters Score -2.305195e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 334 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 1187 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 10817 members 
Mstep: Class 10 contains 32228 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 16 contains 15502 members 
Mstep: Class 17 contains 1863 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177856 members 
Mstep: Class 23 contains 131505 members 
Mstep: Class 24 contains 1127 members 
Entering Unmasked Estep 
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Iteration 72Q: 23 clusters Score -2.305219e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 1186 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 10959 members 
Mstep: Class 10 contains 32112 members 
Mstep: Class 11 contains 4057 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 8852 members 
Mstep: Class 14 contains 5038 members 
Mstep: Class 16 contains 15425 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178228 members 
Mstep: Class 23 contains 131462 members 
Mstep: Class 24 contains 1151 members 
Entering Unmasked Estep 
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Iteration 73Q: 23 clusters Score -2.305231e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2290 members 
Mstep: Class 3 contains 2485 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 1186 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 11080 members 
Mstep: Class 10 contains 32010 members 
Mstep: Class 11 contains 3989 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 8642 members 
Mstep: Class 14 contains 5037 members 
Mstep: Class 16 contains 15343 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178597 members 
Mstep: Class 23 contains 131418 members 
Mstep: Class 24 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052546.000000 Penalty: 12933.405273
Iteration 74Q: 23 clusters Score -2.305255e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 11183 members 
Mstep: Class 10 contains 31898 members 
Mstep: Class 11 contains 3939 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 16 contains 15269 members 
Mstep: Class 17 contains 1890 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178966 members 
Mstep: Class 23 contains 131356 members 
Mstep: Class 24 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052780.000000 Penalty: 12933.405273
Iteration 75Q: 23 clusters Score -2.305278e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 11273 members 
Mstep: Class 10 contains 31787 members 
Mstep: Class 11 contains 3907 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 8277 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179289 members 
Mstep: Class 23 contains 131332 members 
Mstep: Class 24 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052942.000000 Penalty: 12933.405273
Iteration 76Q: 23 clusters Score -2.305294e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 31685 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 16 contains 15127 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179532 members 
Mstep: Class 23 contains 131340 members 
Mstep: Class 24 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052924.000000 Penalty: 12933.405273
Iteration 77Q: 23 clusters Score -2.305292e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 1168 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 11435 members 
Mstep: Class 10 contains 31626 members 
Mstep: Class 11 contains 3866 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179722 members 
Mstep: Class 23 contains 131364 members 
Mstep: Class 24 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23052890.000000 Penalty: 12933.405273
Iteration 78Q: 23 clusters Score -2.305289e+07 nChanged 760
Entering ConstructFrom: 
Score: -23052890.000000 Penalty: 12933.405273
Entering ConstructFrom: 
Trying to split cluster 1 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -18553.484375 Penalty: 276.007935
	Iteration 0F: 2 clusters Score -18553.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18127.412109 Penalty: 552.015869
	Iteration 0F: 3 clusters Score -18127.41 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18330.255859 Penalty: 552.015869
	Iteration 1F: 3 clusters Score -18330.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18527.937500 Penalty: 552.015869
	Iteration 2F: 3 clusters Score -18527.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18686.271484 Penalty: 552.015869
	Iteration 3F: 3 clusters Score -18686.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18876.931641 Penalty: 552.015869
	Iteration 4F: 3 clusters Score -18876.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19010.712891 Penalty: 552.015869
	Iteration 5F: 3 clusters Score -19010.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19042.437500 Penalty: 552.015869
	Iteration 6Q: 3 clusters Score -19042.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19084.511719 Penalty: 552.015869
	Iteration 7Q: 3 clusters Score -19084.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19106.623047 Penalty: 552.015869
	Iteration 8Q: 3 clusters Score -19106.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19144.369141 Penalty: 552.015869
	Iteration 9Q: 3 clusters Score -19144.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19165.453125 Penalty: 552.015869
	Iteration 10Q: 3 clusters Score -19165.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19203.283203 Penalty: 552.015869
	Iteration 11Q: 3 clusters Score -19203.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19226.468750 Penalty: 552.015869
	Iteration 12F: 3 clusters Score -19226.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19244.589844 Penalty: 552.015869
	Iteration 13Q: 3 clusters Score -19244.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19252.724609 Penalty: 552.015869
	Iteration 14Q: 3 clusters Score -19252.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19252.724609 Penalty: 552.015869
	Iteration 15F: 3 clusters Score -19252.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 31591 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179827 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1247 members 
Entering Unmasked Estep 
Score: -23053258.000000 Penalty: 13521.287109
Splitting cluster 1 changes total score from -23052890.000000 to -23053258.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -113031.476562 Penalty: 349.594849
	Iteration 0F: 2 clusters Score -113031.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -111531.546875 Penalty: 699.189697
	Iteration 0F: 3 clusters Score -111531.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -112048.265625 Penalty: 699.189697
	Iteration 1F: 3 clusters Score -112048.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -112136.703125 Penalty: 699.189697
	Iteration 2F: 3 clusters Score -112136.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -112225.343750 Penalty: 699.189697
	Iteration 3F: 3 clusters Score -112225.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -112297.375000 Penalty: 699.189697
	Iteration 4F: 3 clusters Score -112297.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -112382.390625 Penalty: 699.189697
	Iteration 5F: 3 clusters Score -112382.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -112466.804688 Penalty: 699.189697
	Iteration 6Q: 3 clusters Score -112466.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -112564.132812 Penalty: 699.189697
	Iteration 7Q: 3 clusters Score -112564.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -112644.398438 Penalty: 699.189697
	Iteration 8Q: 3 clusters Score -112644.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -112684.656250 Penalty: 699.189697
	Iteration 9Q: 3 clusters Score -112684.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -112705.414062 Penalty: 699.189697
	Iteration 10Q: 3 clusters Score -112705.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112714.960938 Penalty: 699.189697
	Iteration 11Q: 3 clusters Score -112715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112718.921875 Penalty: 699.189697
	Iteration 12Q: 3 clusters Score -112718.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112724.492188 Penalty: 699.189697
	Iteration 13Q: 3 clusters Score -112724.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -112731.539062 Penalty: 699.189697
	Iteration 14Q: 3 clusters Score -112731.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112746.460938 Penalty: 699.189697
	Iteration 15Q: 3 clusters Score -112746.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112761.835938 Penalty: 699.189697
	Iteration 16Q: 3 clusters Score -112761.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -112779.398438 Penalty: 699.189697
	Iteration 17Q: 3 clusters Score -112779.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -112794.429688 Penalty: 699.189697
	Iteration 18Q: 3 clusters Score -112794.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -112801.789062 Penalty: 699.189697
	Iteration 19Q: 3 clusters Score -112801.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112807.117188 Penalty: 699.189697
	Iteration 20F: 3 clusters Score -112807.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112814.101562 Penalty: 699.189697
	Iteration 21Q: 3 clusters Score -112814.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112820.617188 Penalty: 699.189697
	Iteration 22Q: 3 clusters Score -112820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112824.882812 Penalty: 699.189697
	Iteration 23Q: 3 clusters Score -112824.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112828.906250 Penalty: 699.189697
	Iteration 24Q: 3 clusters Score -112828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112833.031250 Penalty: 699.189697
	Iteration 25Q: 3 clusters Score -112833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -112834.804688 Penalty: 699.189697
	Iteration 26Q: 3 clusters Score -112834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112835.632812 Penalty: 699.189697
	Iteration 27Q: 3 clusters Score -112835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112836.093750 Penalty: 699.189697
	Iteration 28Q: 3 clusters Score -112836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112836.765625 Penalty: 699.189697
	Iteration 29Q: 3 clusters Score -112836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112836.687500 Penalty: 699.189697
	Iteration 30Q: 3 clusters Score -112836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112836.976562 Penalty: 699.189697
	Iteration 31Q: 3 clusters Score -112837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112837.070312 Penalty: 699.189697
	Iteration 32Q: 3 clusters Score -112837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112837.609375 Penalty: 699.189697
	Iteration 33Q: 3 clusters Score -112837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112838.335938 Penalty: 699.189697
	Iteration 34Q: 3 clusters Score -112838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112841.109375 Penalty: 699.189697
	Iteration 35Q: 3 clusters Score -112841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112844.156250 Penalty: 699.189697
	Iteration 36Q: 3 clusters Score -112844.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112845.445312 Penalty: 699.189697
	Iteration 37Q: 3 clusters Score -112845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112845.617188 Penalty: 699.189697
	Iteration 38Q: 3 clusters Score -112845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112845.812500 Penalty: 699.189697
	Iteration 39Q: 3 clusters Score -112845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112846.414062 Penalty: 699.189697
	Iteration 40F: 3 clusters Score -112846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112846.304688 Penalty: 699.189697
	Iteration 41Q: 3 clusters Score -112846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112846.304688 Penalty: 699.189697
	Iteration 42F: 3 clusters Score -112846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -135913.578125 Penalty: 355.481628
	Iteration 0F: 2 clusters Score -135913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -134183.640625 Penalty: 710.963257
	Iteration 0F: 3 clusters Score -134183.6 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -134913.250000 Penalty: 710.963257
	Iteration 1F: 3 clusters Score -134913.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -135177.921875 Penalty: 710.963257
	Iteration 2F: 3 clusters Score -135177.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -135512.593750 Penalty: 710.963257
	Iteration 3F: 3 clusters Score -135512.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -135813.562500 Penalty: 710.963257
	Iteration 4F: 3 clusters Score -135813.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135955.000000 Penalty: 710.963257
	Iteration 5F: 3 clusters Score -135955 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -136046.921875 Penalty: 710.963257
	Iteration 6Q: 3 clusters Score -136046.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -136137.453125 Penalty: 710.963257
	Iteration 7Q: 3 clusters Score -136137.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -136219.453125 Penalty: 710.963257
	Iteration 8Q: 3 clusters Score -136219.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136319.859375 Penalty: 710.963257
	Iteration 9Q: 3 clusters Score -136319.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136552.875000 Penalty: 710.963257
	Iteration 10Q: 3 clusters Score -136552.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -136788.234375 Penalty: 710.963257
	Iteration 11Q: 3 clusters Score -136788.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136826.890625 Penalty: 710.963257
	Iteration 12Q: 3 clusters Score -136826.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -136839.781250 Penalty: 710.963257
	Iteration 13Q: 3 clusters Score -136839.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -136847.843750 Penalty: 710.963257
	Iteration 14Q: 3 clusters Score -136847.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -136854.968750 Penalty: 710.963257
	Iteration 15Q: 3 clusters Score -136855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -136857.437500 Penalty: 710.963257
	Iteration 16Q: 3 clusters Score -136857.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -136859.281250 Penalty: 710.963257
	Iteration 17Q: 3 clusters Score -136859.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136861.593750 Penalty: 710.963257
	Iteration 18Q: 3 clusters Score -136861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -136865.578125 Penalty: 710.963257
	Iteration 19Q: 3 clusters Score -136865.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -136867.796875 Penalty: 710.963257
	Iteration 20F: 3 clusters Score -136867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136869.000000 Penalty: 710.963257
	Iteration 21Q: 3 clusters Score -136869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -136869.812500 Penalty: 710.963257
	Iteration 22Q: 3 clusters Score -136869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -136870.593750 Penalty: 710.963257
	Iteration 23Q: 3 clusters Score -136870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -136871.156250 Penalty: 710.963257
	Iteration 24Q: 3 clusters Score -136871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -136871.531250 Penalty: 710.963257
	Iteration 25Q: 3 clusters Score -136871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -136871.562500 Penalty: 710.963257
	Iteration 26Q: 3 clusters Score -136871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -136871.734375 Penalty: 710.963257
	Iteration 27Q: 3 clusters Score -136871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -136871.640625 Penalty: 710.963257
	Iteration 28Q: 3 clusters Score -136871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136871.781250 Penalty: 710.963257
	Iteration 29Q: 3 clusters Score -136871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -136872.203125 Penalty: 710.963257
	Iteration 30Q: 3 clusters Score -136872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -136872.203125 Penalty: 710.963257
	Iteration 31F: 3 clusters Score -136872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 177 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 31591 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179827 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1247 members 
Entering Unmasked Estep 
Score: -23054014.000000 Penalty: 14109.168945
Splitting cluster 3 changes total score from -23052890.000000 to -23054014.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -8009.225098 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8009.225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7800.883789 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7800.884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7956.742676 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -7956.743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8036.632812 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8036.633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8066.098145 Penalty: 471.029633
	Iteration 3F: 3 clusters Score -8066.098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8088.898438 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -8088.898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8114.768555 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -8114.769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8122.176270 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -8122.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8122.176270 Penalty: 471.029633
	Iteration 7F: 3 clusters Score -8122.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 127 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 31591 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179827 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 50 members 
Entering Unmasked Estep 
Score: -23053780.000000 Penalty: 14697.050781
Splitting cluster 4 changes total score from -23052890.000000 to -23053780.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -20191.652344 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -20191.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19813.212891 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -19813.21 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19899.710938 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -19899.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19916.519531 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -19916.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19926.416016 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -19926.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19932.644531 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -19932.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19934.171875 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -19934.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19935.945312 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -19935.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19937.548828 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -19937.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19938.449219 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -19938.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19938.449219 Penalty: 529.357117
	Iteration 9F: 3 clusters Score -19938.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -52851.289062 Penalty: 311.825104
	Iteration 0F: 2 clusters Score -52851.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52145.046875 Penalty: 623.650208
	Iteration 0F: 3 clusters Score -52145.05 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -52687.195312 Penalty: 623.650208
	Iteration 1F: 3 clusters Score -52687.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52834.347656 Penalty: 623.650208
	Iteration 2F: 3 clusters Score -52834.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -52939.800781 Penalty: 623.650208
	Iteration 3F: 3 clusters Score -52939.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -53006.679688 Penalty: 623.650208
	Iteration 4F: 3 clusters Score -53006.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53062.898438 Penalty: 623.650208
	Iteration 5Q: 3 clusters Score -53062.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53106.777344 Penalty: 623.650208
	Iteration 6Q: 3 clusters Score -53106.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53122.703125 Penalty: 623.650208
	Iteration 7Q: 3 clusters Score -53122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -53129.769531 Penalty: 623.650208
	Iteration 8Q: 3 clusters Score -53129.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53134.167969 Penalty: 623.650208
	Iteration 9Q: 3 clusters Score -53134.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -53137.566406 Penalty: 623.650208
	Iteration 10Q: 3 clusters Score -53137.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -53140.027344 Penalty: 623.650208
	Iteration 11Q: 3 clusters Score -53140.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53140.175781 Penalty: 623.650208
	Iteration 12Q: 3 clusters Score -53140.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -53140.351562 Penalty: 623.650208
	Iteration 13Q: 3 clusters Score -53140.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53140.750000 Penalty: 623.650208
	Iteration 14Q: 3 clusters Score -53140.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53140.906250 Penalty: 623.650208
	Iteration 15Q: 3 clusters Score -53140.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53140.906250 Penalty: 623.650208
	Iteration 16F: 3 clusters Score -53140.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 127 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 31591 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179827 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 764 members 
Entering Unmasked Estep 
Score: -23053804.000000 Penalty: 15284.933594
Splitting cluster 6 changes total score from -23052890.000000 to -23053804.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -67976.054688 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -67976.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -67057.906250 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -67057.91 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -67329.242188 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -67329.24 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67386.765625 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -67386.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -67433.437500 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -67433.44 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -67472.273438 Penalty: 643.126099
	Iteration 4F: 3 clusters Score -67472.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -67497.570312 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -67497.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67517.890625 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -67517.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -67532.585938 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -67532.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -67545.375000 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -67545.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -67558.351562 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -67558.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -67568.843750 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -67568.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -67574.304688 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -67574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -67580.343750 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -67580.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67584.000000 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -67584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -67585.203125 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -67585.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -67586.687500 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -67586.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -67587.882812 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -67587.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -67590.578125 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -67590.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -67593.343750 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -67593.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -67597.078125 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -67597.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -67602.187500 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -67602.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -67605.312500 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -67605.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -67608.937500 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -67608.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -67611.765625 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -67611.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -67615.609375 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -67615.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -67620.070312 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -67620.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -67624.570312 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -67624.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -67626.687500 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -67626.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -67629.164062 Penalty: 643.126099
	Iteration 28Q: 3 clusters Score -67629.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -67631.453125 Penalty: 643.126099
	Iteration 29Q: 3 clusters Score -67631.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -67633.867188 Penalty: 643.126099
	Iteration 30Q: 3 clusters Score -67633.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -67636.531250 Penalty: 643.126099
	Iteration 31Q: 3 clusters Score -67636.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -67638.421875 Penalty: 643.126099
	Iteration 32Q: 3 clusters Score -67638.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -67640.078125 Penalty: 643.126099
	Iteration 33Q: 3 clusters Score -67640.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -67641.085938 Penalty: 643.126099
	Iteration 34Q: 3 clusters Score -67641.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -67642.398438 Penalty: 643.126099
	Iteration 35Q: 3 clusters Score -67642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -67645.085938 Penalty: 643.126099
	Iteration 36Q: 3 clusters Score -67645.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -67651.085938 Penalty: 643.126099
	Iteration 37Q: 3 clusters Score -67651.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -67656.414062 Penalty: 643.126099
	Iteration 38Q: 3 clusters Score -67656.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -67662.078125 Penalty: 643.126099
	Iteration 39Q: 3 clusters Score -67662.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -67666.773438 Penalty: 643.126099
	Iteration 40F: 3 clusters Score -67666.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -67672.710938 Penalty: 643.126099
	Iteration 41Q: 3 clusters Score -67672.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -67678.289062 Penalty: 643.126099
	Iteration 42Q: 3 clusters Score -67678.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -67681.632812 Penalty: 643.126099
	Iteration 43Q: 3 clusters Score -67681.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -67684.117188 Penalty: 643.126099
	Iteration 44Q: 3 clusters Score -67684.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -67686.132812 Penalty: 643.126099
	Iteration 45Q: 3 clusters Score -67686.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -67688.164062 Penalty: 643.126099
	Iteration 46Q: 3 clusters Score -67688.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -67688.500000 Penalty: 643.126099
	Iteration 47Q: 3 clusters Score -67688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -67688.937500 Penalty: 643.126099
	Iteration 48Q: 3 clusters Score -67688.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -67688.937500 Penalty: 643.126099
	Iteration 49F: 3 clusters Score -67688.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -231430.218750 Penalty: 380.372620
	Iteration 0F: 2 clusters Score -231430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -228519.812500 Penalty: 760.745239
	Iteration 0F: 3 clusters Score -228519.8 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -229617.046875 Penalty: 760.745239
	Iteration 1F: 3 clusters Score -229617 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -229682.515625 Penalty: 760.745239
	Iteration 2Q: 3 clusters Score -229682.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -229763.250000 Penalty: 760.745239
	Iteration 3Q: 3 clusters Score -229763.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -229892.968750 Penalty: 760.745239
	Iteration 4Q: 3 clusters Score -229893 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -230081.609375 Penalty: 760.745239
	Iteration 5F: 3 clusters Score -230081.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -230292.343750 Penalty: 760.745239
	Iteration 6F: 3 clusters Score -230292.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -230509.562500 Penalty: 760.745239
	Iteration 7F: 3 clusters Score -230509.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -230713.890625 Penalty: 760.745239
	Iteration 8F: 3 clusters Score -230713.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -230878.703125 Penalty: 760.745239
	Iteration 9F: 3 clusters Score -230878.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -230982.328125 Penalty: 760.745239
	Iteration 10Q: 3 clusters Score -230982.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -231046.250000 Penalty: 760.745239
	Iteration 11Q: 3 clusters Score -231046.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -231095.703125 Penalty: 760.745239
	Iteration 12Q: 3 clusters Score -231095.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -231142.718750 Penalty: 760.745239
	Iteration 13Q: 3 clusters Score -231142.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -231195.250000 Penalty: 760.745239
	Iteration 14Q: 3 clusters Score -231195.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -231252.937500 Penalty: 760.745239
	Iteration 15Q: 3 clusters Score -231252.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -231307.359375 Penalty: 760.745239
	Iteration 16Q: 3 clusters Score -231307.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -231346.593750 Penalty: 760.745239
	Iteration 17Q: 3 clusters Score -231346.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -231369.328125 Penalty: 760.745239
	Iteration 18Q: 3 clusters Score -231369.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -231383.406250 Penalty: 760.745239
	Iteration 19Q: 3 clusters Score -231383.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -231400.015625 Penalty: 760.745239
	Iteration 20F: 3 clusters Score -231400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -231413.843750 Penalty: 760.745239
	Iteration 21Q: 3 clusters Score -231413.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -231423.468750 Penalty: 760.745239
	Iteration 22Q: 3 clusters Score -231423.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -231435.546875 Penalty: 760.745239
	Iteration 23Q: 3 clusters Score -231435.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -231444.890625 Penalty: 760.745239
	Iteration 24Q: 3 clusters Score -231444.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -231450.921875 Penalty: 760.745239
	Iteration 25Q: 3 clusters Score -231450.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -231455.406250 Penalty: 760.745239
	Iteration 26Q: 3 clusters Score -231455.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -231459.093750 Penalty: 760.745239
	Iteration 27Q: 3 clusters Score -231459.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231462.640625 Penalty: 760.745239
	Iteration 28Q: 3 clusters Score -231462.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -231467.109375 Penalty: 760.745239
	Iteration 29Q: 3 clusters Score -231467.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -231471.875000 Penalty: 760.745239
	Iteration 30Q: 3 clusters Score -231471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -231475.562500 Penalty: 760.745239
	Iteration 31Q: 3 clusters Score -231475.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -231477.234375 Penalty: 760.745239
	Iteration 32Q: 3 clusters Score -231477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -231478.218750 Penalty: 760.745239
	Iteration 33Q: 3 clusters Score -231478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -231479.578125 Penalty: 760.745239
	Iteration 34Q: 3 clusters Score -231479.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -231480.906250 Penalty: 760.745239
	Iteration 35Q: 3 clusters Score -231480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -231482.359375 Penalty: 760.745239
	Iteration 36Q: 3 clusters Score -231482.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -231483.859375 Penalty: 760.745239
	Iteration 37Q: 3 clusters Score -231483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -231484.515625 Penalty: 760.745239
	Iteration 38Q: 3 clusters Score -231484.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -231485.578125 Penalty: 760.745239
	Iteration 39Q: 3 clusters Score -231485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -231485.578125 Penalty: 760.745239
	Iteration 40F: 3 clusters Score -231485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 127 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 31591 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179827 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 764 members 
Mstep: Class 27 contains 884 members 
Entering Unmasked Estep 
Score: -23053668.000000 Penalty: 15872.815430
Splitting cluster 8 changes total score from -23052890.000000 to -23053668.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (11510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Entering Unmasked Estep 
Score: -667601.812500 Penalty: 425.469177
	Iteration 0F: 2 clusters Score -667601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -659935.437500 Penalty: 850.938354
	Iteration 0F: 3 clusters Score -659935.4 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -662834.062500 Penalty: 850.938354
	Iteration 1F: 3 clusters Score -662834.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -663070.187500 Penalty: 850.938354
	Iteration 2Q: 3 clusters Score -663070.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -663438.437500 Penalty: 850.938354
	Iteration 3F: 3 clusters Score -663438.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -663973.312500 Penalty: 850.938354
	Iteration 4F: 3 clusters Score -663973.3 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -664773.812500 Penalty: 850.938354
	Iteration 5F: 3 clusters Score -664773.8 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -665789.000000 Penalty: 850.938354
	Iteration 6F: 3 clusters Score -665789 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -666574.312500 Penalty: 850.938354
	Iteration 7F: 3 clusters Score -666574.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -666979.812500 Penalty: 850.938354
	Iteration 8Q: 3 clusters Score -666979.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -667121.500000 Penalty: 850.938354
	Iteration 9Q: 3 clusters Score -667121.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -667178.562500 Penalty: 850.938354
	Iteration 10Q: 3 clusters Score -667178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -667194.250000 Penalty: 850.938354
	Iteration 11Q: 3 clusters Score -667194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -667199.250000 Penalty: 850.938354
	Iteration 12Q: 3 clusters Score -667199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -667205.562500 Penalty: 850.938354
	Iteration 13Q: 3 clusters Score -667205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -667211.812500 Penalty: 850.938354
	Iteration 14Q: 3 clusters Score -667211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -667224.875000 Penalty: 850.938354
	Iteration 15Q: 3 clusters Score -667224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -667224.750000 Penalty: 850.938354
	Iteration 16Q: 3 clusters Score -667224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -667224.750000 Penalty: 850.938354
	Iteration 17F: 3 clusters Score -667224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Entering Unmasked Estep 
Score: -1764330.250000 Penalty: 471.408539
	Iteration 0F: 2 clusters Score -1764330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1743140.500000 Penalty: 942.817078
	Iteration 0F: 3 clusters Score -1743140 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1752058.500000 Penalty: 942.817078
	Iteration 1F: 3 clusters Score -1752058 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1752809.625000 Penalty: 942.817078
	Iteration 2F: 3 clusters Score -1752810 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1754069.375000 Penalty: 942.817078
	Iteration 3F: 3 clusters Score -1754069 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1755985.125000 Penalty: 942.817078
	Iteration 4F: 3 clusters Score -1755985 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1758434.875000 Penalty: 942.817078
	Iteration 5F: 3 clusters Score -1758435 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1760897.375000 Penalty: 942.817078
	Iteration 6F: 3 clusters Score -1760897 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1762690.125000 Penalty: 942.817078
	Iteration 7F: 3 clusters Score -1762690 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1763522.125000 Penalty: 942.817078
	Iteration 8Q: 3 clusters Score -1763522 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1763770.250000 Penalty: 942.817078
	Iteration 9Q: 3 clusters Score -1763770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1763848.500000 Penalty: 942.817078
	Iteration 10Q: 3 clusters Score -1763848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1763886.625000 Penalty: 942.817078
	Iteration 11Q: 3 clusters Score -1763887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1763906.875000 Penalty: 942.817078
	Iteration 12Q: 3 clusters Score -1763907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1763909.125000 Penalty: 942.817078
	Iteration 13Q: 3 clusters Score -1763909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1763913.250000 Penalty: 942.817078
	Iteration 14Q: 3 clusters Score -1763913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1763916.000000 Penalty: 942.817078
	Iteration 15Q: 3 clusters Score -1763916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1763920.375000 Penalty: 942.817078
	Iteration 16Q: 3 clusters Score -1763920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1763920.625000 Penalty: 942.817078
	Iteration 17Q: 3 clusters Score -1763921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1763921.250000 Penalty: 942.817078
	Iteration 18Q: 3 clusters Score -1763921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1763922.875000 Penalty: 942.817078
	Iteration 19Q: 3 clusters Score -1763923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1763922.875000 Penalty: 942.817078
	Iteration 20F: 3 clusters Score -1763923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -234050.015625 Penalty: 375.474457
	Iteration 0F: 2 clusters Score -234050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -231393.531250 Penalty: 750.948914
	Iteration 0F: 3 clusters Score -231393.5 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -232404.625000 Penalty: 750.948914
	Iteration 1F: 3 clusters Score -232404.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -232479.625000 Penalty: 750.948914
	Iteration 2Q: 3 clusters Score -232479.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -232569.718750 Penalty: 750.948914
	Iteration 3Q: 3 clusters Score -232569.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -232687.281250 Penalty: 750.948914
	Iteration 4Q: 3 clusters Score -232687.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -232849.968750 Penalty: 750.948914
	Iteration 5Q: 3 clusters Score -232850 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -233011.890625 Penalty: 750.948914
	Iteration 6Q: 3 clusters Score -233011.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -233146.390625 Penalty: 750.948914
	Iteration 7Q: 3 clusters Score -233146.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -233251.125000 Penalty: 750.948914
	Iteration 8Q: 3 clusters Score -233251.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -233328.390625 Penalty: 750.948914
	Iteration 9Q: 3 clusters Score -233328.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -233371.203125 Penalty: 750.948914
	Iteration 10Q: 3 clusters Score -233371.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -233398.015625 Penalty: 750.948914
	Iteration 11Q: 3 clusters Score -233398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -233418.609375 Penalty: 750.948914
	Iteration 12Q: 3 clusters Score -233418.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -233435.765625 Penalty: 750.948914
	Iteration 13Q: 3 clusters Score -233435.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -233449.500000 Penalty: 750.948914
	Iteration 14Q: 3 clusters Score -233449.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -233455.281250 Penalty: 750.948914
	Iteration 15Q: 3 clusters Score -233455.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -233460.390625 Penalty: 750.948914
	Iteration 16Q: 3 clusters Score -233460.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -233465.343750 Penalty: 750.948914
	Iteration 17Q: 3 clusters Score -233465.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -233471.625000 Penalty: 750.948914
	Iteration 18Q: 3 clusters Score -233471.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -233477.578125 Penalty: 750.948914
	Iteration 19Q: 3 clusters Score -233477.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -233480.500000 Penalty: 750.948914
	Iteration 20F: 3 clusters Score -233480.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -233484.234375 Penalty: 750.948914
	Iteration 21Q: 3 clusters Score -233484.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -233488.593750 Penalty: 750.948914
	Iteration 22Q: 3 clusters Score -233488.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -233491.062500 Penalty: 750.948914
	Iteration 23Q: 3 clusters Score -233491.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -233492.078125 Penalty: 750.948914
	Iteration 24Q: 3 clusters Score -233492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -233497.359375 Penalty: 750.948914
	Iteration 25Q: 3 clusters Score -233497.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -233504.250000 Penalty: 750.948914
	Iteration 26Q: 3 clusters Score -233504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -233511.062500 Penalty: 750.948914
	Iteration 27Q: 3 clusters Score -233511.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -233515.953125 Penalty: 750.948914
	Iteration 28Q: 3 clusters Score -233516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -233522.125000 Penalty: 750.948914
	Iteration 29Q: 3 clusters Score -233522.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -233528.531250 Penalty: 750.948914
	Iteration 30Q: 3 clusters Score -233528.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -233534.203125 Penalty: 750.948914
	Iteration 31Q: 3 clusters Score -233534.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -233539.953125 Penalty: 750.948914
	Iteration 32Q: 3 clusters Score -233540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -233548.437500 Penalty: 750.948914
	Iteration 33Q: 3 clusters Score -233548.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -233558.687500 Penalty: 750.948914
	Iteration 34Q: 3 clusters Score -233558.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -233566.171875 Penalty: 750.948914
	Iteration 35Q: 3 clusters Score -233566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -233568.875000 Penalty: 750.948914
	Iteration 36Q: 3 clusters Score -233568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -233569.828125 Penalty: 750.948914
	Iteration 37Q: 3 clusters Score -233569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -233570.296875 Penalty: 750.948914
	Iteration 38Q: 3 clusters Score -233570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -233570.656250 Penalty: 750.948914
	Iteration 39Q: 3 clusters Score -233570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -233572.171875 Penalty: 750.948914
	Iteration 40F: 3 clusters Score -233572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -233573.718750 Penalty: 750.948914
	Iteration 41Q: 3 clusters Score -233573.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -233575.453125 Penalty: 750.948914
	Iteration 42Q: 3 clusters Score -233575.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -233576.500000 Penalty: 750.948914
	Iteration 43Q: 3 clusters Score -233576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -233577.562500 Penalty: 750.948914
	Iteration 44Q: 3 clusters Score -233577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -233579.171875 Penalty: 750.948914
	Iteration 45Q: 3 clusters Score -233579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -233580.843750 Penalty: 750.948914
	Iteration 46Q: 3 clusters Score -233580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -233582.234375 Penalty: 750.948914
	Iteration 47Q: 3 clusters Score -233582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -233583.484375 Penalty: 750.948914
	Iteration 48Q: 3 clusters Score -233583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -233583.750000 Penalty: 750.948914
	Iteration 49Q: 3 clusters Score -233583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -233584.421875 Penalty: 750.948914
	Iteration 50Q: 3 clusters Score -233584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -233584.093750 Penalty: 750.948914
	Iteration 51Q: 3 clusters Score -233584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -233585.015625 Penalty: 750.948914
	Iteration 52Q: 3 clusters Score -233585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -233585.453125 Penalty: 750.948914
	Iteration 53Q: 3 clusters Score -233585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -233586.000000 Penalty: 750.948914
	Iteration 54Q: 3 clusters Score -233586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -233586.875000 Penalty: 750.948914
	Iteration 55Q: 3 clusters Score -233586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -233587.421875 Penalty: 750.948914
	Iteration 56Q: 3 clusters Score -233587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -233587.953125 Penalty: 750.948914
	Iteration 57Q: 3 clusters Score -233588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -233588.328125 Penalty: 750.948914
	Iteration 58Q: 3 clusters Score -233588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -233588.171875 Penalty: 750.948914
	Iteration 59Q: 3 clusters Score -233588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -233588.171875 Penalty: 750.948914
	Iteration 60F: 3 clusters Score -233588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -19308.375000 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -19308.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18879.128906 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -18879.13 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19040.746094 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -19040.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19099.748047 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -19099.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19115.953125 Penalty: 547.025330
	Iteration 3Q: 3 clusters Score -19115.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19134.605469 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -19134.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19155.945312 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -19155.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19175.761719 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -19175.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19198.443359 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -19198.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19214.859375 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -19214.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19226.279297 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -19226.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19236.425781 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -19236.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19239.607422 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -19239.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19243.929688 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -19243.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19246.994141 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -19246.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19247.212891 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -19247.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19247.212891 Penalty: 547.025330
	Iteration 15F: 3 clusters Score -19247.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -443742.718750 Penalty: 407.800507
	Iteration 0F: 2 clusters Score -443742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -438514.437500 Penalty: 815.601013
	Iteration 0F: 3 clusters Score -438514.4 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -440610.343750 Penalty: 815.601013
	Iteration 1F: 3 clusters Score -440610.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -440786.625000 Penalty: 815.601013
	Iteration 2F: 3 clusters Score -440786.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -440992.656250 Penalty: 815.601013
	Iteration 3F: 3 clusters Score -440992.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -441258.125000 Penalty: 815.601013
	Iteration 4F: 3 clusters Score -441258.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -441588.093750 Penalty: 815.601013
	Iteration 5F: 3 clusters Score -441588.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -441928.875000 Penalty: 815.601013
	Iteration 6F: 3 clusters Score -441928.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -442196.562500 Penalty: 815.601013
	Iteration 7F: 3 clusters Score -442196.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -442356.750000 Penalty: 815.601013
	Iteration 8Q: 3 clusters Score -442356.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -442428.343750 Penalty: 815.601013
	Iteration 9Q: 3 clusters Score -442428.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -442467.937500 Penalty: 815.601013
	Iteration 10Q: 3 clusters Score -442467.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -442499.531250 Penalty: 815.601013
	Iteration 11Q: 3 clusters Score -442499.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -442532.968750 Penalty: 815.601013
	Iteration 12Q: 3 clusters Score -442533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -442568.562500 Penalty: 815.601013
	Iteration 13Q: 3 clusters Score -442568.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -442603.093750 Penalty: 815.601013
	Iteration 14Q: 3 clusters Score -442603.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -442645.468750 Penalty: 815.601013
	Iteration 15Q: 3 clusters Score -442645.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -442699.812500 Penalty: 815.601013
	Iteration 16Q: 3 clusters Score -442699.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -442760.625000 Penalty: 815.601013
	Iteration 17Q: 3 clusters Score -442760.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -442846.125000 Penalty: 815.601013
	Iteration 18Q: 3 clusters Score -442846.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -442934.343750 Penalty: 815.601013
	Iteration 19Q: 3 clusters Score -442934.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -443020.343750 Penalty: 815.601013
	Iteration 20F: 3 clusters Score -443020.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -443126.187500 Penalty: 815.601013
	Iteration 21Q: 3 clusters Score -443126.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443209.437500 Penalty: 815.601013
	Iteration 22Q: 3 clusters Score -443209.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -443271.312500 Penalty: 815.601013
	Iteration 23Q: 3 clusters Score -443271.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -443316.125000 Penalty: 815.601013
	Iteration 24Q: 3 clusters Score -443316.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -443351.093750 Penalty: 815.601013
	Iteration 25Q: 3 clusters Score -443351.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -443375.156250 Penalty: 815.601013
	Iteration 26Q: 3 clusters Score -443375.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -443391.750000 Penalty: 815.601013
	Iteration 27Q: 3 clusters Score -443391.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -443404.593750 Penalty: 815.601013
	Iteration 28Q: 3 clusters Score -443404.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -443418.250000 Penalty: 815.601013
	Iteration 29Q: 3 clusters Score -443418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -443428.781250 Penalty: 815.601013
	Iteration 30Q: 3 clusters Score -443428.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -443435.656250 Penalty: 815.601013
	Iteration 31Q: 3 clusters Score -443435.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443440.343750 Penalty: 815.601013
	Iteration 32Q: 3 clusters Score -443440.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -443443.781250 Penalty: 815.601013
	Iteration 33Q: 3 clusters Score -443443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -443447.593750 Penalty: 815.601013
	Iteration 34Q: 3 clusters Score -443447.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -443449.218750 Penalty: 815.601013
	Iteration 35Q: 3 clusters Score -443449.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -443450.187500 Penalty: 815.601013
	Iteration 36Q: 3 clusters Score -443450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -443452.343750 Penalty: 815.601013
	Iteration 37Q: 3 clusters Score -443452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -443453.937500 Penalty: 815.601013
	Iteration 38Q: 3 clusters Score -443453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -443455.312500 Penalty: 815.601013
	Iteration 39Q: 3 clusters Score -443455.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -443456.781250 Penalty: 815.601013
	Iteration 40F: 3 clusters Score -443456.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -443460.625000 Penalty: 815.601013
	Iteration 41Q: 3 clusters Score -443460.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -443464.906250 Penalty: 815.601013
	Iteration 42Q: 3 clusters Score -443464.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -443468.937500 Penalty: 815.601013
	Iteration 43Q: 3 clusters Score -443468.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -443471.125000 Penalty: 815.601013
	Iteration 44Q: 3 clusters Score -443471.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -443474.437500 Penalty: 815.601013
	Iteration 45Q: 3 clusters Score -443474.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -443479.125000 Penalty: 815.601013
	Iteration 46Q: 3 clusters Score -443479.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -443484.843750 Penalty: 815.601013
	Iteration 47Q: 3 clusters Score -443484.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -443490.812500 Penalty: 815.601013
	Iteration 48Q: 3 clusters Score -443490.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -443497.156250 Penalty: 815.601013
	Iteration 49Q: 3 clusters Score -443497.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -443499.531250 Penalty: 815.601013
	Iteration 50Q: 3 clusters Score -443499.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -443502.250000 Penalty: 815.601013
	Iteration 51Q: 3 clusters Score -443502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -443504.562500 Penalty: 815.601013
	Iteration 52Q: 3 clusters Score -443504.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -443508.375000 Penalty: 815.601013
	Iteration 53Q: 3 clusters Score -443508.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -443512.031250 Penalty: 815.601013
	Iteration 54Q: 3 clusters Score -443512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -443514.968750 Penalty: 815.601013
	Iteration 55Q: 3 clusters Score -443515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -443516.500000 Penalty: 815.601013
	Iteration 56Q: 3 clusters Score -443516.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -443519.062500 Penalty: 815.601013
	Iteration 57Q: 3 clusters Score -443519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -443522.937500 Penalty: 815.601013
	Iteration 58Q: 3 clusters Score -443522.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -443525.500000 Penalty: 815.601013
	Iteration 59Q: 3 clusters Score -443525.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -443527.875000 Penalty: 815.601013
	Iteration 60F: 3 clusters Score -443527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -443528.781250 Penalty: 815.601013
	Iteration 61Q: 3 clusters Score -443528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -443529.281250 Penalty: 815.601013
	Iteration 62Q: 3 clusters Score -443529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -443530.218750 Penalty: 815.601013
	Iteration 63Q: 3 clusters Score -443530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -443530.843750 Penalty: 815.601013
	Iteration 64Q: 3 clusters Score -443530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -443531.281250 Penalty: 815.601013
	Iteration 65Q: 3 clusters Score -443531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -443532.343750 Penalty: 815.601013
	Iteration 66Q: 3 clusters Score -443532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -443533.500000 Penalty: 815.601013
	Iteration 67Q: 3 clusters Score -443533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -443533.468750 Penalty: 815.601013
	Iteration 68Q: 3 clusters Score -443533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -443534.562500 Penalty: 815.601013
	Iteration 69Q: 3 clusters Score -443534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -443534.562500 Penalty: 815.601013
	Iteration 70F: 3 clusters Score -443534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -282962.687500 Penalty: 387.568695
	Iteration 0F: 2 clusters Score -282962.7 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 2505 members 
Entering Unmasked Estep 
Score: -279535.968750 Penalty: 775.137390
	Iteration 0F: 3 clusters Score -279536 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -280832.468750 Penalty: 775.137390
	Iteration 1F: 3 clusters Score -280832.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -280980.250000 Penalty: 775.137390
	Iteration 2F: 3 clusters Score -280980.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -281125.656250 Penalty: 775.137390
	Iteration 3F: 3 clusters Score -281125.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -281275.312500 Penalty: 775.137390
	Iteration 4F: 3 clusters Score -281275.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -281435.062500 Penalty: 775.137390
	Iteration 5F: 3 clusters Score -281435.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -281605.750000 Penalty: 775.137390
	Iteration 6Q: 3 clusters Score -281605.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -281789.406250 Penalty: 775.137390
	Iteration 7Q: 3 clusters Score -281789.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -281944.812500 Penalty: 775.137390
	Iteration 8Q: 3 clusters Score -281944.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -282039.250000 Penalty: 775.137390
	Iteration 9Q: 3 clusters Score -282039.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -282123.500000 Penalty: 775.137390
	Iteration 10Q: 3 clusters Score -282123.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -282182.437500 Penalty: 775.137390
	Iteration 11Q: 3 clusters Score -282182.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -282240.750000 Penalty: 775.137390
	Iteration 12Q: 3 clusters Score -282240.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -282291.593750 Penalty: 775.137390
	Iteration 13Q: 3 clusters Score -282291.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -282351.968750 Penalty: 775.137390
	Iteration 14Q: 3 clusters Score -282352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -282411.093750 Penalty: 775.137390
	Iteration 15Q: 3 clusters Score -282411.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -282472.250000 Penalty: 775.137390
	Iteration 16Q: 3 clusters Score -282472.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -282504.531250 Penalty: 775.137390
	Iteration 17Q: 3 clusters Score -282504.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -282521.093750 Penalty: 775.137390
	Iteration 18Q: 3 clusters Score -282521.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -282529.968750 Penalty: 775.137390
	Iteration 19Q: 3 clusters Score -282530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -282543.437500 Penalty: 775.137390
	Iteration 20F: 3 clusters Score -282543.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -282555.250000 Penalty: 775.137390
	Iteration 21Q: 3 clusters Score -282555.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -282568.062500 Penalty: 775.137390
	Iteration 22Q: 3 clusters Score -282568.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -282578.343750 Penalty: 775.137390
	Iteration 23Q: 3 clusters Score -282578.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -282595.875000 Penalty: 775.137390
	Iteration 24Q: 3 clusters Score -282595.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -282606.906250 Penalty: 775.137390
	Iteration 25Q: 3 clusters Score -282606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -282611.406250 Penalty: 775.137390
	Iteration 26Q: 3 clusters Score -282611.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -282616.406250 Penalty: 775.137390
	Iteration 27Q: 3 clusters Score -282616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -282620.125000 Penalty: 775.137390
	Iteration 28Q: 3 clusters Score -282620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -282622.031250 Penalty: 775.137390
	Iteration 29Q: 3 clusters Score -282622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -282623.875000 Penalty: 775.137390
	Iteration 30Q: 3 clusters Score -282623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -282626.750000 Penalty: 775.137390
	Iteration 31Q: 3 clusters Score -282626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -282631.125000 Penalty: 775.137390
	Iteration 32Q: 3 clusters Score -282631.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -282638.406250 Penalty: 775.137390
	Iteration 33Q: 3 clusters Score -282638.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -282658.500000 Penalty: 775.137390
	Iteration 34Q: 3 clusters Score -282658.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -282669.187500 Penalty: 775.137390
	Iteration 35Q: 3 clusters Score -282669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -282680.250000 Penalty: 775.137390
	Iteration 36Q: 3 clusters Score -282680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -282693.187500 Penalty: 775.137390
	Iteration 37Q: 3 clusters Score -282693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -282705.375000 Penalty: 775.137390
	Iteration 38Q: 3 clusters Score -282705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -282713.343750 Penalty: 775.137390
	Iteration 39Q: 3 clusters Score -282713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -282717.312500 Penalty: 775.137390
	Iteration 40F: 3 clusters Score -282717.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -282722.406250 Penalty: 775.137390
	Iteration 41Q: 3 clusters Score -282722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -282726.625000 Penalty: 775.137390
	Iteration 42Q: 3 clusters Score -282726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -282728.781250 Penalty: 775.137390
	Iteration 43Q: 3 clusters Score -282728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -282730.750000 Penalty: 775.137390
	Iteration 44Q: 3 clusters Score -282730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -282730.750000 Penalty: 775.137390
	Iteration 45F: 3 clusters Score -282730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Entering Unmasked Estep 
Score: -944025.812500 Penalty: 437.564636
	Iteration 0F: 2 clusters Score -944025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -934170.375000 Penalty: 875.129272
	Iteration 0F: 3 clusters Score -934170.4 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -938692.750000 Penalty: 875.129272
	Iteration 1F: 3 clusters Score -938692.8 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -939580.000000 Penalty: 875.129272
	Iteration 2F: 3 clusters Score -939580 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -940704.500000 Penalty: 875.129272
	Iteration 3F: 3 clusters Score -940704.5 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -941823.937500 Penalty: 875.129272
	Iteration 4F: 3 clusters Score -941823.9 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -942508.375000 Penalty: 875.129272
	Iteration 5F: 3 clusters Score -942508.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -942811.125000 Penalty: 875.129272
	Iteration 6Q: 3 clusters Score -942811.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -942949.750000 Penalty: 875.129272
	Iteration 7Q: 3 clusters Score -942949.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -943016.187500 Penalty: 875.129272
	Iteration 8Q: 3 clusters Score -943016.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -943056.000000 Penalty: 875.129272
	Iteration 9Q: 3 clusters Score -943056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -943084.125000 Penalty: 875.129272
	Iteration 10Q: 3 clusters Score -943084.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -943110.937500 Penalty: 875.129272
	Iteration 11Q: 3 clusters Score -943110.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -943146.437500 Penalty: 875.129272
	Iteration 12Q: 3 clusters Score -943146.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -943177.312500 Penalty: 875.129272
	Iteration 13Q: 3 clusters Score -943177.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -943204.000000 Penalty: 875.129272
	Iteration 14Q: 3 clusters Score -943204 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -943227.250000 Penalty: 875.129272
	Iteration 15Q: 3 clusters Score -943227.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -943249.625000 Penalty: 875.129272
	Iteration 16Q: 3 clusters Score -943249.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -943278.750000 Penalty: 875.129272
	Iteration 17Q: 3 clusters Score -943278.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -943317.875000 Penalty: 875.129272
	Iteration 18Q: 3 clusters Score -943317.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -943356.062500 Penalty: 875.129272
	Iteration 19Q: 3 clusters Score -943356.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -943390.937500 Penalty: 875.129272
	Iteration 20F: 3 clusters Score -943390.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -943428.125000 Penalty: 875.129272
	Iteration 21Q: 3 clusters Score -943428.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -943470.937500 Penalty: 875.129272
	Iteration 22Q: 3 clusters Score -943470.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -943520.437500 Penalty: 875.129272
	Iteration 23Q: 3 clusters Score -943520.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -943561.187500 Penalty: 875.129272
	Iteration 24Q: 3 clusters Score -943561.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -943597.687500 Penalty: 875.129272
	Iteration 25Q: 3 clusters Score -943597.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -943623.687500 Penalty: 875.129272
	Iteration 26Q: 3 clusters Score -943623.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -943650.000000 Penalty: 875.129272
	Iteration 27Q: 3 clusters Score -943650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -943675.562500 Penalty: 875.129272
	Iteration 28Q: 3 clusters Score -943675.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -943698.625000 Penalty: 875.129272
	Iteration 29Q: 3 clusters Score -943698.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -943713.375000 Penalty: 875.129272
	Iteration 30Q: 3 clusters Score -943713.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -943729.250000 Penalty: 875.129272
	Iteration 31Q: 3 clusters Score -943729.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -943738.125000 Penalty: 875.129272
	Iteration 32Q: 3 clusters Score -943738.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -943746.437500 Penalty: 875.129272
	Iteration 33Q: 3 clusters Score -943746.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -943753.625000 Penalty: 875.129272
	Iteration 34Q: 3 clusters Score -943753.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -943755.375000 Penalty: 875.129272
	Iteration 35Q: 3 clusters Score -943755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -943760.000000 Penalty: 875.129272
	Iteration 36Q: 3 clusters Score -943760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -943759.687500 Penalty: 875.129272
	Iteration 37Q: 3 clusters Score -943759.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -943762.562500 Penalty: 875.129272
	Iteration 38Q: 3 clusters Score -943762.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -943763.375000 Penalty: 875.129272
	Iteration 39Q: 3 clusters Score -943763.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -943767.625000 Penalty: 875.129272
	Iteration 40F: 3 clusters Score -943767.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -943771.062500 Penalty: 875.129272
	Iteration 41Q: 3 clusters Score -943771.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -943775.000000 Penalty: 875.129272
	Iteration 42Q: 3 clusters Score -943775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -943778.312500 Penalty: 875.129272
	Iteration 43Q: 3 clusters Score -943778.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -943778.062500 Penalty: 875.129272
	Iteration 44Q: 3 clusters Score -943778.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -943778.812500 Penalty: 875.129272
	Iteration 45Q: 3 clusters Score -943778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -943779.375000 Penalty: 875.129272
	Iteration 46Q: 3 clusters Score -943779.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -943779.750000 Penalty: 875.129272
	Iteration 47Q: 3 clusters Score -943779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -943782.000000 Penalty: 875.129272
	Iteration 48Q: 3 clusters Score -943782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -943781.625000 Penalty: 875.129272
	Iteration 49Q: 3 clusters Score -943781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -943781.125000 Penalty: 875.129272
	Iteration 50Q: 3 clusters Score -943781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -943780.250000 Penalty: 875.129272
	Iteration 51Q: 3 clusters Score -943780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -943781.750000 Penalty: 875.129272
	Iteration 52Q: 3 clusters Score -943781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -943784.187500 Penalty: 875.129272
	Iteration 53Q: 3 clusters Score -943784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -943783.125000 Penalty: 875.129272
	Iteration 54Q: 3 clusters Score -943783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -943784.812500 Penalty: 875.129272
	Iteration 55Q: 3 clusters Score -943784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -943782.875000 Penalty: 875.129272
	Iteration 56Q: 3 clusters Score -943782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -943782.562500 Penalty: 875.129272
	Iteration 57Q: 3 clusters Score -943782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -943783.750000 Penalty: 875.129272
	Iteration 58Q: 3 clusters Score -943783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -943783.312500 Penalty: 875.129272
	Iteration 59Q: 3 clusters Score -943783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -943784.000000 Penalty: 875.129272
	Iteration 60F: 3 clusters Score -943784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -943782.312500 Penalty: 875.129272
	Iteration 61Q: 3 clusters Score -943782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -943782.750000 Penalty: 875.129272
	Iteration 62Q: 3 clusters Score -943782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -943782.750000 Penalty: 875.129272
	Iteration 63F: 3 clusters Score -943782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -104332.609375 Penalty: 344.172852
	Iteration 0F: 2 clusters Score -104332.6 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 960 members 
Entering Unmasked Estep 
Score: -102895.109375 Penalty: 688.345703
	Iteration 0F: 3 clusters Score -102895.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -103337.210938 Penalty: 688.345703
	Iteration 1F: 3 clusters Score -103337.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -103388.976562 Penalty: 688.345703
	Iteration 2F: 3 clusters Score -103389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -103423.125000 Penalty: 688.345703
	Iteration 3Q: 3 clusters Score -103423.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -103452.992188 Penalty: 688.345703
	Iteration 4Q: 3 clusters Score -103453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -103492.398438 Penalty: 688.345703
	Iteration 5Q: 3 clusters Score -103492.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -103550.375000 Penalty: 688.345703
	Iteration 6Q: 3 clusters Score -103550.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -103609.679688 Penalty: 688.345703
	Iteration 7Q: 3 clusters Score -103609.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -103668.843750 Penalty: 688.345703
	Iteration 8Q: 3 clusters Score -103668.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -103708.507812 Penalty: 688.345703
	Iteration 9Q: 3 clusters Score -103708.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -103740.882812 Penalty: 688.345703
	Iteration 10Q: 3 clusters Score -103740.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -103763.117188 Penalty: 688.345703
	Iteration 11Q: 3 clusters Score -103763.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -103775.742188 Penalty: 688.345703
	Iteration 12Q: 3 clusters Score -103775.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -103784.039062 Penalty: 688.345703
	Iteration 13Q: 3 clusters Score -103784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -103788.132812 Penalty: 688.345703
	Iteration 14Q: 3 clusters Score -103788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -103790.257812 Penalty: 688.345703
	Iteration 15Q: 3 clusters Score -103790.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -103791.328125 Penalty: 688.345703
	Iteration 16Q: 3 clusters Score -103791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -103792.796875 Penalty: 688.345703
	Iteration 17Q: 3 clusters Score -103792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -103792.945312 Penalty: 688.345703
	Iteration 18Q: 3 clusters Score -103792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -103794.398438 Penalty: 688.345703
	Iteration 19Q: 3 clusters Score -103794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -103797.070312 Penalty: 688.345703
	Iteration 20F: 3 clusters Score -103797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -103797.765625 Penalty: 688.345703
	Iteration 21Q: 3 clusters Score -103797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -103798.882812 Penalty: 688.345703
	Iteration 22Q: 3 clusters Score -103798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -103800.421875 Penalty: 688.345703
	Iteration 23Q: 3 clusters Score -103800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -103801.718750 Penalty: 688.345703
	Iteration 24Q: 3 clusters Score -103801.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -103802.921875 Penalty: 688.345703
	Iteration 25Q: 3 clusters Score -103802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -103804.664062 Penalty: 688.345703
	Iteration 26Q: 3 clusters Score -103804.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -103809.203125 Penalty: 688.345703
	Iteration 27Q: 3 clusters Score -103809.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -103812.617188 Penalty: 688.345703
	Iteration 28Q: 3 clusters Score -103812.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -103816.125000 Penalty: 688.345703
	Iteration 29Q: 3 clusters Score -103816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -103822.523438 Penalty: 688.345703
	Iteration 30Q: 3 clusters Score -103822.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -103836.656250 Penalty: 688.345703
	Iteration 31Q: 3 clusters Score -103836.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -103852.859375 Penalty: 688.345703
	Iteration 32Q: 3 clusters Score -103852.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -103871.382812 Penalty: 688.345703
	Iteration 33Q: 3 clusters Score -103871.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -103888.914062 Penalty: 688.345703
	Iteration 34Q: 3 clusters Score -103888.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -103913.148438 Penalty: 688.345703
	Iteration 35Q: 3 clusters Score -103913.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -103944.750000 Penalty: 688.345703
	Iteration 36Q: 3 clusters Score -103944.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -103972.226562 Penalty: 688.345703
	Iteration 37Q: 3 clusters Score -103972.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -103987.984375 Penalty: 688.345703
	Iteration 38Q: 3 clusters Score -103988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -104003.890625 Penalty: 688.345703
	Iteration 39Q: 3 clusters Score -104003.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -104027.882812 Penalty: 688.345703
	Iteration 40F: 3 clusters Score -104027.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -104048.703125 Penalty: 688.345703
	Iteration 41Q: 3 clusters Score -104048.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -104064.460938 Penalty: 688.345703
	Iteration 42Q: 3 clusters Score -104064.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -104076.664062 Penalty: 688.345703
	Iteration 43Q: 3 clusters Score -104076.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -104088.960938 Penalty: 688.345703
	Iteration 44Q: 3 clusters Score -104089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -104103.882812 Penalty: 688.345703
	Iteration 45Q: 3 clusters Score -104103.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -104107.039062 Penalty: 688.345703
	Iteration 46Q: 3 clusters Score -104107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -104110.265625 Penalty: 688.345703
	Iteration 47Q: 3 clusters Score -104110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -104112.750000 Penalty: 688.345703
	Iteration 48Q: 3 clusters Score -104112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -104114.648438 Penalty: 688.345703
	Iteration 49Q: 3 clusters Score -104114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -104117.242188 Penalty: 688.345703
	Iteration 50Q: 3 clusters Score -104117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -104119.695312 Penalty: 688.345703
	Iteration 51Q: 3 clusters Score -104119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -104120.765625 Penalty: 688.345703
	Iteration 52Q: 3 clusters Score -104120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -104120.984375 Penalty: 688.345703
	Iteration 53Q: 3 clusters Score -104121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -104120.984375 Penalty: 688.345703
	Iteration 54F: 3 clusters Score -104121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -159553.750000 Penalty: 362.825592
	Iteration 0F: 2 clusters Score -159553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -157561.062500 Penalty: 725.651184
	Iteration 0F: 3 clusters Score -157561.1 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -158401.671875 Penalty: 725.651184
	Iteration 1F: 3 clusters Score -158401.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -158571.437500 Penalty: 725.651184
	Iteration 2F: 3 clusters Score -158571.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -158697.500000 Penalty: 725.651184
	Iteration 3F: 3 clusters Score -158697.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -158824.765625 Penalty: 725.651184
	Iteration 4F: 3 clusters Score -158824.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -158964.062500 Penalty: 725.651184
	Iteration 5F: 3 clusters Score -158964.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -159106.531250 Penalty: 725.651184
	Iteration 6F: 3 clusters Score -159106.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -159228.265625 Penalty: 725.651184
	Iteration 7F: 3 clusters Score -159228.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -159288.265625 Penalty: 725.651184
	Iteration 8Q: 3 clusters Score -159288.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -159325.359375 Penalty: 725.651184
	Iteration 9Q: 3 clusters Score -159325.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -159355.671875 Penalty: 725.651184
	Iteration 10Q: 3 clusters Score -159355.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -159370.984375 Penalty: 725.651184
	Iteration 11Q: 3 clusters Score -159371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -159379.390625 Penalty: 725.651184
	Iteration 12Q: 3 clusters Score -159379.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -159384.828125 Penalty: 725.651184
	Iteration 13Q: 3 clusters Score -159384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -159387.890625 Penalty: 725.651184
	Iteration 14Q: 3 clusters Score -159387.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -159391.218750 Penalty: 725.651184
	Iteration 15Q: 3 clusters Score -159391.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -159393.328125 Penalty: 725.651184
	Iteration 16Q: 3 clusters Score -159393.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -159395.171875 Penalty: 725.651184
	Iteration 17Q: 3 clusters Score -159395.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -159396.359375 Penalty: 725.651184
	Iteration 18Q: 3 clusters Score -159396.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -159397.656250 Penalty: 725.651184
	Iteration 19Q: 3 clusters Score -159397.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -159399.375000 Penalty: 725.651184
	Iteration 20F: 3 clusters Score -159399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -159400.578125 Penalty: 725.651184
	Iteration 21Q: 3 clusters Score -159400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -159402.609375 Penalty: 725.651184
	Iteration 22Q: 3 clusters Score -159402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -159404.500000 Penalty: 725.651184
	Iteration 23Q: 3 clusters Score -159404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -159406.359375 Penalty: 725.651184
	Iteration 24Q: 3 clusters Score -159406.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -159408.390625 Penalty: 725.651184
	Iteration 25Q: 3 clusters Score -159408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -159409.578125 Penalty: 725.651184
	Iteration 26Q: 3 clusters Score -159409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -159410.703125 Penalty: 725.651184
	Iteration 27Q: 3 clusters Score -159410.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -159412.406250 Penalty: 725.651184
	Iteration 28Q: 3 clusters Score -159412.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -159415.312500 Penalty: 725.651184
	Iteration 29Q: 3 clusters Score -159415.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -159417.703125 Penalty: 725.651184
	Iteration 30Q: 3 clusters Score -159417.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -159419.390625 Penalty: 725.651184
	Iteration 31Q: 3 clusters Score -159419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -159420.890625 Penalty: 725.651184
	Iteration 32Q: 3 clusters Score -159420.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -159422.437500 Penalty: 725.651184
	Iteration 33Q: 3 clusters Score -159422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -159423.109375 Penalty: 725.651184
	Iteration 34Q: 3 clusters Score -159423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -159423.343750 Penalty: 725.651184
	Iteration 35Q: 3 clusters Score -159423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -159423.250000 Penalty: 725.651184
	Iteration 36Q: 3 clusters Score -159423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -159424.062500 Penalty: 725.651184
	Iteration 37Q: 3 clusters Score -159424.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -159424.671875 Penalty: 725.651184
	Iteration 38Q: 3 clusters Score -159424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -159425.218750 Penalty: 725.651184
	Iteration 39Q: 3 clusters Score -159425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -159425.421875 Penalty: 725.651184
	Iteration 40F: 3 clusters Score -159425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -159426.171875 Penalty: 725.651184
	Iteration 41Q: 3 clusters Score -159426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -159426.515625 Penalty: 725.651184
	Iteration 42Q: 3 clusters Score -159426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -159427.109375 Penalty: 725.651184
	Iteration 43Q: 3 clusters Score -159427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -159427.109375 Penalty: 725.651184
	Iteration 44F: 3 clusters Score -159427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7241.765137 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7241.765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7028.324219 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7028.324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7099.371582 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7099.372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7110.452637 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7110.453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7121.943359 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -7121.943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7134.383789 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -7134.384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7143.307129 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7143.307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7143.307129 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -7143.307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40015.484375 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -40015.48 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40239.589844 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40239.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40316.406250 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40316.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40387.414062 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40387.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40440.765625 Penalty: 601.573303
	Iteration 4F: 3 clusters Score -40440.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40467.300781 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40467.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40477.597656 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40478.796875 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40480.218750 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40480.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40481.742188 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40481.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40482.746094 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40482.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40483.945312 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40483.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40486.503906 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40486.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40490.035156 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40490.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40490.105469 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40490.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40490.105469 Penalty: 601.573303
	Iteration 15F: 3 clusters Score -40490.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (179827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179827 members 
Entering Unmasked Estep 
Score: -10488219.000000 Penalty: 550.538635
	Iteration 0F: 2 clusters Score -1.048822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -10374550.000000 Penalty: 1101.077271
	Iteration 0F: 3 clusters Score -1.037455e+07 nChanged 88775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -10429284.000000 Penalty: 1101.077271
	Iteration 1F: 3 clusters Score -1.042928e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -10433993.000000 Penalty: 1101.077271
	Iteration 2Q: 3 clusters Score -1.043399e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -10441954.000000 Penalty: 1101.077271
	Iteration 3F: 3 clusters Score -1.044195e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 132234 members 
Entering Unmasked Estep 
Score: -10452705.000000 Penalty: 1101.077271
	Iteration 4F: 3 clusters Score -1.04527e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 143453 members 
Entering Unmasked Estep 
Score: -10463544.000000 Penalty: 1101.077271
	Iteration 5F: 3 clusters Score -1.046354e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -10471542.000000 Penalty: 1101.077271
	Iteration 6F: 3 clusters Score -1.047154e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -10476644.000000 Penalty: 1101.077271
	Iteration 7Q: 3 clusters Score -1.047664e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -10479527.000000 Penalty: 1101.077271
	Iteration 8Q: 3 clusters Score -1.047953e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -10481396.000000 Penalty: 1101.077271
	Iteration 9Q: 3 clusters Score -1.04814e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 167346 members 
Entering Unmasked Estep 
Score: -10482685.000000 Penalty: 1101.077271
	Iteration 10Q: 3 clusters Score -1.048268e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 169324 members 
Entering Unmasked Estep 
Score: -10483682.000000 Penalty: 1101.077271
	Iteration 11Q: 3 clusters Score -1.048368e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 171034 members 
Entering Unmasked Estep 
Score: -10484495.000000 Penalty: 1101.077271
	Iteration 12Q: 3 clusters Score -1.04845e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -10485171.000000 Penalty: 1101.077271
	Iteration 13Q: 3 clusters Score -1.048517e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -10485767.000000 Penalty: 1101.077271
	Iteration 14Q: 3 clusters Score -1.048577e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -10486163.000000 Penalty: 1101.077271
	Iteration 15Q: 3 clusters Score -1.048616e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -10486418.000000 Penalty: 1101.077271
	Iteration 16Q: 3 clusters Score -1.048642e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 176240 members 
Entering Unmasked Estep 
Score: -10486698.000000 Penalty: 1101.077271
	Iteration 17Q: 3 clusters Score -1.04867e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 176793 members 
Entering Unmasked Estep 
Score: -10486938.000000 Penalty: 1101.077271
	Iteration 18Q: 3 clusters Score -1.048694e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 177228 members 
Entering Unmasked Estep 
Score: -10487049.000000 Penalty: 1101.077271
	Iteration 19Q: 3 clusters Score -1.048705e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 177584 members 
Entering Unmasked Estep 
Score: -10487187.000000 Penalty: 1101.077271
	Iteration 20F: 3 clusters Score -1.048719e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 177858 members 
Entering Unmasked Estep 
Score: -10487305.000000 Penalty: 1101.077271
	Iteration 21Q: 3 clusters Score -1.04873e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -10487312.000000 Penalty: 1101.077271
	Iteration 22Q: 3 clusters Score -1.048731e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 178250 members 
Entering Unmasked Estep 
Score: -10487414.000000 Penalty: 1101.077271
	Iteration 23Q: 3 clusters Score -1.048741e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 178385 members 
Entering Unmasked Estep 
Score: -10487471.000000 Penalty: 1101.077271
	Iteration 24Q: 3 clusters Score -1.048747e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -10487546.000000 Penalty: 1101.077271
	Iteration 25Q: 3 clusters Score -1.048755e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 178592 members 
Entering Unmasked Estep 
Score: -10487615.000000 Penalty: 1101.077271
	Iteration 26Q: 3 clusters Score -1.048762e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 178679 members 
Entering Unmasked Estep 
Score: -10487676.000000 Penalty: 1101.077271
	Iteration 27Q: 3 clusters Score -1.048768e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 178744 members 
Entering Unmasked Estep 
Score: -10487721.000000 Penalty: 1101.077271
	Iteration 28Q: 3 clusters Score -1.048772e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 178792 members 
Entering Unmasked Estep 
Score: -10487722.000000 Penalty: 1101.077271
	Iteration 29Q: 3 clusters Score -1.048772e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 178841 members 
Entering Unmasked Estep 
Score: -10487758.000000 Penalty: 1101.077271
	Iteration 30Q: 3 clusters Score -1.048776e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -10487767.000000 Penalty: 1101.077271
	Iteration 31Q: 3 clusters Score -1.048777e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -10487822.000000 Penalty: 1101.077271
	Iteration 32Q: 3 clusters Score -1.048782e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 178945 members 
Entering Unmasked Estep 
Score: -10487822.000000 Penalty: 1101.077271
	Iteration 33Q: 3 clusters Score -1.048782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 178973 members 
Entering Unmasked Estep 
Score: -10487841.000000 Penalty: 1101.077271
	Iteration 34Q: 3 clusters Score -1.048784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -10487831.000000 Penalty: 1101.077271
	Iteration 35Q: 3 clusters Score -1.048783e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179017 members 
Entering Unmasked Estep 
Score: -10487842.000000 Penalty: 1101.077271
	Iteration 36Q: 3 clusters Score -1.048784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 179023 members 
Entering Unmasked Estep 
Score: -10487840.000000 Penalty: 1101.077271
	Iteration 37Q: 3 clusters Score -1.048784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 179024 members 
Entering Unmasked Estep 
Score: -10487848.000000 Penalty: 1101.077271
	Iteration 38Q: 3 clusters Score -1.048785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -10487849.000000 Penalty: 1101.077271
	Iteration 39Q: 3 clusters Score -1.048785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -10487847.000000 Penalty: 1101.077271
	Iteration 40F: 3 clusters Score -1.048785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 179052 members 
Entering Unmasked Estep 
Score: -10487857.000000 Penalty: 1101.077271
	Iteration 41Q: 3 clusters Score -1.048786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 179060 members 
Entering Unmasked Estep 
Score: -10487874.000000 Penalty: 1101.077271
	Iteration 42Q: 3 clusters Score -1.048787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 179066 members 
Entering Unmasked Estep 
Score: -10487884.000000 Penalty: 1101.077271
	Iteration 43Q: 3 clusters Score -1.048788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 179075 members 
Entering Unmasked Estep 
Score: -10487891.000000 Penalty: 1101.077271
	Iteration 44Q: 3 clusters Score -1.048789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 179081 members 
Entering Unmasked Estep 
Score: -10487889.000000 Penalty: 1101.077271
	Iteration 45Q: 3 clusters Score -1.048789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -10487903.000000 Penalty: 1101.077271
	Iteration 46Q: 3 clusters Score -1.04879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 179086 members 
Entering Unmasked Estep 
Score: -10487902.000000 Penalty: 1101.077271
	Iteration 47Q: 3 clusters Score -1.04879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 179086 members 
Entering Unmasked Estep 
Score: -10487904.000000 Penalty: 1101.077271
	Iteration 48Q: 3 clusters Score -1.04879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 179088 members 
Entering Unmasked Estep 
Score: -10487901.000000 Penalty: 1101.077271
	Iteration 49Q: 3 clusters Score -1.04879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 179092 members 
Entering Unmasked Estep 
Score: -10487908.000000 Penalty: 1101.077271
	Iteration 50Q: 3 clusters Score -1.048791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 179093 members 
Entering Unmasked Estep 
Score: -10487908.000000 Penalty: 1101.077271
	Iteration 51Q: 3 clusters Score -1.048791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 179092 members 
Entering Unmasked Estep 
Score: -10487912.000000 Penalty: 1101.077271
	Iteration 52Q: 3 clusters Score -1.048791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 179092 members 
Entering Unmasked Estep 
Score: -10487912.000000 Penalty: 1101.077271
	Iteration 53F: 3 clusters Score -1.048791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (131419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Entering Unmasked Estep 
Score: -7842997.500000 Penalty: 536.269653
	Iteration 0F: 2 clusters Score -7842998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -7760436.000000 Penalty: 1072.539307
	Iteration 0F: 3 clusters Score -7760436 nChanged 64243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -7798280.500000 Penalty: 1072.539307
	Iteration 1F: 3 clusters Score -7798280 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -7799873.000000 Penalty: 1072.539307
	Iteration 2Q: 3 clusters Score -7799873 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -7801551.500000 Penalty: 1072.539307
	Iteration 3Q: 3 clusters Score -7801552 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -7803789.500000 Penalty: 1072.539307
	Iteration 4Q: 3 clusters Score -7803790 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -7807029.500000 Penalty: 1072.539307
	Iteration 5F: 3 clusters Score -7807030 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -7812279.500000 Penalty: 1072.539307
	Iteration 6F: 3 clusters Score -7812280 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -7819294.000000 Penalty: 1072.539307
	Iteration 7F: 3 clusters Score -7819294 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -7827389.500000 Penalty: 1072.539307
	Iteration 8F: 3 clusters Score -7827390 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -7833448.500000 Penalty: 1072.539307
	Iteration 9F: 3 clusters Score -7833448 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -7836483.000000 Penalty: 1072.539307
	Iteration 10Q: 3 clusters Score -7836483 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -7838006.500000 Penalty: 1072.539307
	Iteration 11Q: 3 clusters Score -7838006 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -7839146.000000 Penalty: 1072.539307
	Iteration 12Q: 3 clusters Score -7839146 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -7840115.000000 Penalty: 1072.539307
	Iteration 13Q: 3 clusters Score -7840115 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -7841058.000000 Penalty: 1072.539307
	Iteration 14Q: 3 clusters Score -7841058 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 117822 members 
Entering Unmasked Estep 
Score: -7841744.500000 Penalty: 1072.539307
	Iteration 15Q: 3 clusters Score -7841744 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 119662 members 
Entering Unmasked Estep 
Score: -7842458.500000 Penalty: 1072.539307
	Iteration 16Q: 3 clusters Score -7842458 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 121256 members 
Entering Unmasked Estep 
Score: -7843003.000000 Penalty: 1072.539307
	Iteration 17Q: 3 clusters Score -7843003 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -7843467.000000 Penalty: 1072.539307
	Iteration 18Q: 3 clusters Score -7843467 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 123811 members 
Entering Unmasked Estep 
Score: -7843770.000000 Penalty: 1072.539307
	Iteration 19Q: 3 clusters Score -7843770 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -7843855.000000 Penalty: 1072.539307
	Iteration 20F: 3 clusters Score -7843855 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -7843777.000000 Penalty: 1072.539307
	Iteration 21Q: 3 clusters Score -7843777 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 126708 members 
Entering Unmasked Estep 
Score: -7843742.500000 Penalty: 1072.539307
	Iteration 22Q: 3 clusters Score -7843742 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -7843690.500000 Penalty: 1072.539307
	Iteration 23Q: 3 clusters Score -7843690 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 128210 members 
Entering Unmasked Estep 
Score: -7843742.000000 Penalty: 1072.539307
	Iteration 24Q: 3 clusters Score -7843742 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -7843757.500000 Penalty: 1072.539307
	Iteration 25Q: 3 clusters Score -7843758 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -7843711.000000 Penalty: 1072.539307
	Iteration 26Q: 3 clusters Score -7843711 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 129605 members 
Entering Unmasked Estep 
Score: -7843654.500000 Penalty: 1072.539307
	Iteration 27Q: 3 clusters Score -7843654 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -7843516.000000 Penalty: 1072.539307
	Iteration 28Q: 3 clusters Score -7843516 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 130057 members 
Entering Unmasked Estep 
Score: -7843444.500000 Penalty: 1072.539307
	Iteration 29Q: 3 clusters Score -7843444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 130224 members 
Entering Unmasked Estep 
Score: -7843331.500000 Penalty: 1072.539307
	Iteration 30Q: 3 clusters Score -7843332 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 130347 members 
Entering Unmasked Estep 
Score: -7843259.500000 Penalty: 1072.539307
	Iteration 31Q: 3 clusters Score -7843260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 130459 members 
Entering Unmasked Estep 
Score: -7843222.500000 Penalty: 1072.539307
	Iteration 32Q: 3 clusters Score -7843222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 130548 members 
Entering Unmasked Estep 
Score: -7843187.500000 Penalty: 1072.539307
	Iteration 33Q: 3 clusters Score -7843188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -7843128.500000 Penalty: 1072.539307
	Iteration 34Q: 3 clusters Score -7843128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -7843065.500000 Penalty: 1072.539307
	Iteration 35Q: 3 clusters Score -7843066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 130753 members 
Entering Unmasked Estep 
Score: -7843046.500000 Penalty: 1072.539307
	Iteration 36Q: 3 clusters Score -7843046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 130796 members 
Entering Unmasked Estep 
Score: -7843021.500000 Penalty: 1072.539307
	Iteration 37Q: 3 clusters Score -7843022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 130832 members 
Entering Unmasked Estep 
Score: -7842995.500000 Penalty: 1072.539307
	Iteration 38Q: 3 clusters Score -7842996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 130859 members 
Entering Unmasked Estep 
Score: -7842979.500000 Penalty: 1072.539307
	Iteration 39Q: 3 clusters Score -7842980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 130886 members 
Entering Unmasked Estep 
Score: -7842981.000000 Penalty: 1072.539307
	Iteration 40F: 3 clusters Score -7842981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 130909 members 
Entering Unmasked Estep 
Score: -7842969.000000 Penalty: 1072.539307
	Iteration 41Q: 3 clusters Score -7842969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -7842962.000000 Penalty: 1072.539307
	Iteration 42Q: 3 clusters Score -7842962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 130932 members 
Entering Unmasked Estep 
Score: -7842963.000000 Penalty: 1072.539307
	Iteration 43Q: 3 clusters Score -7842963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 130942 members 
Entering Unmasked Estep 
Score: -7842974.000000 Penalty: 1072.539307
	Iteration 44Q: 3 clusters Score -7842974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130950 members 
Entering Unmasked Estep 
Score: -7842954.000000 Penalty: 1072.539307
	Iteration 45Q: 3 clusters Score -7842954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 130956 members 
Entering Unmasked Estep 
Score: -7842951.000000 Penalty: 1072.539307
	Iteration 46Q: 3 clusters Score -7842951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 130962 members 
Entering Unmasked Estep 
Score: -7842955.500000 Penalty: 1072.539307
	Iteration 47Q: 3 clusters Score -7842956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 130968 members 
Entering Unmasked Estep 
Score: -7842957.000000 Penalty: 1072.539307
	Iteration 48Q: 3 clusters Score -7842957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -7842958.500000 Penalty: 1072.539307
	Iteration 49Q: 3 clusters Score -7842958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -7842951.000000 Penalty: 1072.539307
	Iteration 50Q: 3 clusters Score -7842951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 130992 members 
Entering Unmasked Estep 
Score: -7842960.000000 Penalty: 1072.539307
	Iteration 51Q: 3 clusters Score -7842960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 130993 members 
Entering Unmasked Estep 
Score: -7842960.500000 Penalty: 1072.539307
	Iteration 52Q: 3 clusters Score -7842960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -7842961.500000 Penalty: 1072.539307
	Iteration 53Q: 3 clusters Score -7842962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -7842951.000000 Penalty: 1072.539307
	Iteration 54Q: 3 clusters Score -7842951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -7842960.500000 Penalty: 1072.539307
	Iteration 55Q: 3 clusters Score -7842960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -7842957.000000 Penalty: 1072.539307
	Iteration 56Q: 3 clusters Score -7842957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -7842956.000000 Penalty: 1072.539307
	Iteration 57Q: 3 clusters Score -7842956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -7842959.500000 Penalty: 1072.539307
	Iteration 58Q: 3 clusters Score -7842960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -7842963.000000 Penalty: 1072.539307
	Iteration 59Q: 3 clusters Score -7842963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -7842956.500000 Penalty: 1072.539307
	Iteration 60F: 3 clusters Score -7842956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -68662.351562 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -68662.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -67710.031250 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -67710.03 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -68004.132812 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -68004.13 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68068.101562 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -68068.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68112.750000 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -68112.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -68140.867188 Penalty: 648.693176
	Iteration 4Q: 3 clusters Score -68140.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -68167.882812 Penalty: 648.693176
	Iteration 5Q: 3 clusters Score -68167.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -68190.750000 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -68190.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -68206.070312 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -68206.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68222.781250 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -68222.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -68237.351562 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -68237.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68248.632812 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -68248.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68255.882812 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -68255.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68260.585938 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -68260.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68264.460938 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -68264.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68268.078125 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -68268.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -68269.523438 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -68269.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -68270.750000 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -68270.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -68271.554688 Penalty: 648.693176
	Iteration 17Q: 3 clusters Score -68271.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68272.109375 Penalty: 648.693176
	Iteration 18Q: 3 clusters Score -68272.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -68272.992188 Penalty: 648.693176
	Iteration 19Q: 3 clusters Score -68272.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -68274.218750 Penalty: 648.693176
	Iteration 20F: 3 clusters Score -68274.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -68275.281250 Penalty: 648.693176
	Iteration 21Q: 3 clusters Score -68275.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -68275.703125 Penalty: 648.693176
	Iteration 22Q: 3 clusters Score -68275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68276.328125 Penalty: 648.693176
	Iteration 23Q: 3 clusters Score -68276.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -68276.578125 Penalty: 648.693176
	Iteration 24Q: 3 clusters Score -68276.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68277.273438 Penalty: 648.693176
	Iteration 25Q: 3 clusters Score -68277.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68277.539062 Penalty: 648.693176
	Iteration 26Q: 3 clusters Score -68277.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68277.812500 Penalty: 648.693176
	Iteration 27Q: 3 clusters Score -68277.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68278.218750 Penalty: 648.693176
	Iteration 28Q: 3 clusters Score -68278.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68278.429688 Penalty: 648.693176
	Iteration 29Q: 3 clusters Score -68278.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68278.507812 Penalty: 648.693176
	Iteration 30Q: 3 clusters Score -68278.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68278.507812 Penalty: 648.693176
	Iteration 31F: 3 clusters Score -68278.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3230 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 127 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 31591 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179827 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23053828.000000 Penalty: 15872.815430
Iteration 79Q: 28 clusters Score -2.305383e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 3229 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 192 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 3505 members 
Mstep: Class 9 contains 11595 members 
Mstep: Class 10 contains 31453 members 
Mstep: Class 11 contains 3811 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 7678 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14968 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 845 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 142 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179987 members 
Mstep: Class 23 contains 131434 members 
Mstep: Class 24 contains 1254 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 745 members 
Mstep: Class 27 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054054.000000 Penalty: 15872.815430
Iteration 80F: 28 clusters Score -2.305405e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 11662 members 
Mstep: Class 10 contains 31340 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 393 members 
Mstep: Class 13 contains 7573 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 14898 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 2844 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180138 members 
Mstep: Class 23 contains 131439 members 
Mstep: Class 24 contains 1254 members 
Mstep: Class 25 contains 51 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054334.000000 Penalty: 15872.815430
Iteration 81Q: 28 clusters Score -2.305433e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 1184 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 11718 members 
Mstep: Class 10 contains 31259 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180250 members 
Mstep: Class 23 contains 131453 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 51 members 
Mstep: Class 26 contains 817 members 
Mstep: Class 27 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054520.000000 Penalty: 15872.815430
Iteration 82Q: 28 clusters Score -2.305452e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 1180 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 11768 members 
Mstep: Class 10 contains 31174 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 14814 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180383 members 
Mstep: Class 23 contains 131444 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 51 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054596.000000 Penalty: 15872.815430
Iteration 83Q: 28 clusters Score -2.30546e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 3785 members 
Mstep: Class 9 contains 11809 members 
Mstep: Class 10 contains 31110 members 
Mstep: Class 11 contains 3748 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 14786 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180499 members 
Mstep: Class 23 contains 131423 members 
Mstep: Class 24 contains 1257 members 
Mstep: Class 25 contains 51 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054762.000000 Penalty: 15872.815430
Iteration 84Q: 28 clusters Score -2.305476e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1167 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 11874 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 345 members 
Mstep: Class 13 contains 7183 members 
Mstep: Class 14 contains 4925 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 14758 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180581 members 
Mstep: Class 23 contains 131423 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054786.000000 Penalty: 15872.815430
Iteration 85Q: 28 clusters Score -2.305479e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 11931 members 
Mstep: Class 10 contains 31021 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 13 contains 7101 members 
Mstep: Class 14 contains 4914 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 1991 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180639 members 
Mstep: Class 23 contains 131443 members 
Mstep: Class 24 contains 1263 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054902.000000 Penalty: 15872.815430
Iteration 86Q: 28 clusters Score -2.30549e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 30979 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 329 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 4896 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14708 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180701 members 
Mstep: Class 23 contains 131439 members 
Mstep: Class 24 contains 1267 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 841 members 
Mstep: Class 27 contains 964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054866.000000 Penalty: 15872.815430
Iteration 87Q: 28 clusters Score -2.305487e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 12037 members 
Mstep: Class 10 contains 30937 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 323 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 1007 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180770 members 
Mstep: Class 23 contains 131425 members 
Mstep: Class 24 contains 1276 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054940.000000 Penalty: 15872.815430
Iteration 88Q: 28 clusters Score -2.305494e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1942 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 12053 members 
Mstep: Class 10 contains 30883 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 13 contains 6909 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14665 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 1005 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180822 members 
Mstep: Class 23 contains 131449 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23054964.000000 Penalty: 15872.815430
Iteration 89Q: 28 clusters Score -2.305496e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14646 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180898 members 
Mstep: Class 23 contains 131450 members 
Mstep: Class 24 contains 1284 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055000.000000 Penalty: 15872.815430
Iteration 90Q: 28 clusters Score -2.3055e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 30798 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 318 members 
Mstep: Class 13 contains 6808 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14622 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180946 members 
Mstep: Class 23 contains 131466 members 
Mstep: Class 24 contains 1287 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 849 members 
Mstep: Class 27 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055060.000000 Penalty: 15872.815430
Iteration 91Q: 28 clusters Score -2.305506e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1184 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 30773 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14609 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180989 members 
Mstep: Class 23 contains 131468 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 849 members 
Mstep: Class 27 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055160.000000 Penalty: 15872.815430
Iteration 92Q: 28 clusters Score -2.305516e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1184 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 12112 members 
Mstep: Class 10 contains 30752 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 315 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14589 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 995 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181026 members 
Mstep: Class 23 contains 131483 members 
Mstep: Class 24 contains 1285 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055132.000000 Penalty: 15872.815430
Iteration 93Q: 28 clusters Score -2.305513e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 12110 members 
Mstep: Class 10 contains 30724 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 315 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14572 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181096 members 
Mstep: Class 23 contains 131484 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055180.000000 Penalty: 15872.815430
Iteration 94Q: 28 clusters Score -2.305518e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 12124 members 
Mstep: Class 10 contains 30707 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 314 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14554 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181137 members 
Mstep: Class 23 contains 131479 members 
Mstep: Class 24 contains 1295 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055166.000000 Penalty: 15872.815430
Iteration 95Q: 28 clusters Score -2.305517e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 12129 members 
Mstep: Class 10 contains 30701 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 987 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181178 members 
Mstep: Class 23 contains 131464 members 
Mstep: Class 24 contains 1300 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055210.000000 Penalty: 15872.815430
Iteration 96Q: 28 clusters Score -2.305521e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 12136 members 
Mstep: Class 10 contains 30707 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181226 members 
Mstep: Class 23 contains 131455 members 
Mstep: Class 24 contains 1306 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055228.000000 Penalty: 15872.815430
Iteration 97Q: 28 clusters Score -2.305523e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1805 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1170 members 
Mstep: Class 8 contains 4415 members 
Mstep: Class 9 contains 12144 members 
Mstep: Class 10 contains 30710 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 982 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181272 members 
Mstep: Class 23 contains 131442 members 
Mstep: Class 24 contains 1312 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055196.000000 Penalty: 15872.815430
Iteration 98Q: 28 clusters Score -2.30552e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1798 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 12150 members 
Mstep: Class 10 contains 30715 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 308 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14507 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 145 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181292 members 
Mstep: Class 23 contains 131434 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055188.000000 Penalty: 15872.815430
Iteration 99Q: 28 clusters Score -2.305519e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 12136 members 
Mstep: Class 10 contains 30731 members 
Mstep: Class 11 contains 3731 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 6369 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14496 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181325 members 
Mstep: Class 23 contains 131413 members 
Mstep: Class 24 contains 1324 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055200.000000 Penalty: 15872.815430
Iteration 100F: 28 clusters Score -2.30552e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 12125 members 
Mstep: Class 10 contains 30753 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 301 members 
Mstep: Class 13 contains 6342 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14483 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181352 members 
Mstep: Class 23 contains 131401 members 
Mstep: Class 24 contains 1328 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055216.000000 Penalty: 15872.815430
Iteration 101Q: 28 clusters Score -2.305522e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1782 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 12123 members 
Mstep: Class 10 contains 30766 members 
Mstep: Class 11 contains 3747 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 6311 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181347 members 
Mstep: Class 23 contains 131407 members 
Mstep: Class 24 contains 1333 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055194.000000 Penalty: 15872.815430
Iteration 102Q: 28 clusters Score -2.305519e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1774 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 12123 members 
Mstep: Class 10 contains 30776 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181341 members 
Mstep: Class 23 contains 131421 members 
Mstep: Class 24 contains 1336 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055180.000000 Penalty: 15872.815430
Iteration 103Q: 28 clusters Score -2.305518e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1768 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 12116 members 
Mstep: Class 10 contains 30788 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181364 members 
Mstep: Class 23 contains 131420 members 
Mstep: Class 24 contains 1340 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055226.000000 Penalty: 15872.815430
Iteration 104Q: 28 clusters Score -2.305523e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1762 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 4542 members 
Mstep: Class 9 contains 12116 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14446 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181382 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1348 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055218.000000 Penalty: 15872.815430
Iteration 105Q: 28 clusters Score -2.305522e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1763 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 4561 members 
Mstep: Class 9 contains 12113 members 
Mstep: Class 10 contains 30805 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 6205 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181400 members 
Mstep: Class 23 contains 131415 members 
Mstep: Class 24 contains 1353 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055212.000000 Penalty: 15872.815430
Iteration 106Q: 28 clusters Score -2.305521e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1763 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 4579 members 
Mstep: Class 9 contains 12111 members 
Mstep: Class 10 contains 30805 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 6178 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14430 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181409 members 
Mstep: Class 23 contains 131422 members 
Mstep: Class 24 contains 1357 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055266.000000 Penalty: 15872.815430
Iteration 107Q: 28 clusters Score -2.305527e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1762 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1180 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 12103 members 
Mstep: Class 10 contains 30808 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14422 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181430 members 
Mstep: Class 23 contains 131419 members 
Mstep: Class 24 contains 1361 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055214.000000 Penalty: 15872.815430
Iteration 108Q: 28 clusters Score -2.305521e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 4607 members 
Mstep: Class 9 contains 12096 members 
Mstep: Class 10 contains 30823 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 297 members 
Mstep: Class 13 contains 6133 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14416 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181445 members 
Mstep: Class 23 contains 131405 members 
Mstep: Class 24 contains 1363 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055248.000000 Penalty: 15872.815430
Iteration 109Q: 28 clusters Score -2.305525e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 4625 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 30834 members 
Mstep: Class 11 contains 3747 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14404 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181470 members 
Mstep: Class 23 contains 131384 members 
Mstep: Class 24 contains 1362 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 841 members 
Mstep: Class 27 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055228.000000 Penalty: 15872.815430
Iteration 110Q: 28 clusters Score -2.305523e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1757 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 30843 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 6084 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181482 members 
Mstep: Class 23 contains 131376 members 
Mstep: Class 24 contains 1363 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 841 members 
Mstep: Class 27 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055252.000000 Penalty: 15872.815430
Iteration 111Q: 28 clusters Score -2.305525e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1758 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 12048 members 
Mstep: Class 10 contains 30843 members 
Mstep: Class 11 contains 3782 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14390 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181485 members 
Mstep: Class 23 contains 131384 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 842 members 
Mstep: Class 27 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055260.000000 Penalty: 15872.815430
Iteration 112Q: 28 clusters Score -2.305526e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1756 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 12033 members 
Mstep: Class 10 contains 30835 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14383 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181480 members 
Mstep: Class 23 contains 131391 members 
Mstep: Class 24 contains 1371 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055256.000000 Penalty: 15872.815430
Iteration 113Q: 28 clusters Score -2.305526e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1750 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1180 members 
Mstep: Class 8 contains 4701 members 
Mstep: Class 9 contains 12022 members 
Mstep: Class 10 contains 30822 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14371 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181484 members 
Mstep: Class 23 contains 131404 members 
Mstep: Class 24 contains 1377 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055320.000000 Penalty: 15872.815430
Iteration 114Q: 28 clusters Score -2.305532e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1746 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1180 members 
Mstep: Class 8 contains 4731 members 
Mstep: Class 9 contains 12018 members 
Mstep: Class 10 contains 30804 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 295 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14367 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181491 members 
Mstep: Class 23 contains 131397 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055314.000000 Penalty: 15872.815430
Iteration 115Q: 28 clusters Score -2.305531e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1742 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 12018 members 
Mstep: Class 10 contains 30782 members 
Mstep: Class 11 contains 3826 members 
Mstep: Class 12 contains 294 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14360 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181483 members 
Mstep: Class 23 contains 131407 members 
Mstep: Class 24 contains 1384 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055344.000000 Penalty: 15872.815430
Iteration 116Q: 28 clusters Score -2.305534e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1738 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 12028 members 
Mstep: Class 10 contains 30762 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 293 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181476 members 
Mstep: Class 23 contains 131414 members 
Mstep: Class 24 contains 1389 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055270.000000 Penalty: 15872.815430
Iteration 117Q: 28 clusters Score -2.305527e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 12035 members 
Mstep: Class 10 contains 30755 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14354 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181482 members 
Mstep: Class 23 contains 131409 members 
Mstep: Class 24 contains 1394 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055314.000000 Penalty: 15872.815430
Iteration 118Q: 28 clusters Score -2.305531e+07 nChanged 157
Entering ConstructFrom: 
Score: -23055314.000000 Penalty: 15872.815430
Entering ConstructFrom: 
Trying to split cluster 1 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -7484.495605 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -7484.496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7228.967285 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -7228.967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7301.579590 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -7301.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7342.498047 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -7342.498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7407.468262 Penalty: 469.995514
	Iteration 3F: 3 clusters Score -7407.468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7415.952148 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -7415.952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7423.352539 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -7423.353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7425.333008 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -7425.333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7436.916016 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -7436.916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7451.843750 Penalty: 469.995514
	Iteration 8Q: 3 clusters Score -7451.844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7460.772949 Penalty: 469.995514
	Iteration 9Q: 3 clusters Score -7460.773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7462.488770 Penalty: 469.995514
	Iteration 10Q: 3 clusters Score -7462.489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7463.328613 Penalty: 469.995514
	Iteration 11Q: 3 clusters Score -7463.329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7469.141113 Penalty: 469.995514
	Iteration 12Q: 3 clusters Score -7469.141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7471.799805 Penalty: 469.995514
	Iteration 13Q: 3 clusters Score -7471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7472.369141 Penalty: 469.995514
	Iteration 14Q: 3 clusters Score -7472.369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7472.640625 Penalty: 469.995514
	Iteration 15Q: 3 clusters Score -7472.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7472.640625 Penalty: 469.995514
	Iteration 16F: 3 clusters Score -7472.641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -89911.335938 Penalty: 339.242401
	Iteration 0F: 2 clusters Score -89911.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -88632.882812 Penalty: 678.484802
	Iteration 0F: 3 clusters Score -88632.88 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -89151.062500 Penalty: 678.484802
	Iteration 1F: 3 clusters Score -89151.06 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -89258.703125 Penalty: 678.484802
	Iteration 2F: 3 clusters Score -89258.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -89331.773438 Penalty: 678.484802
	Iteration 3F: 3 clusters Score -89331.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -89379.890625 Penalty: 678.484802
	Iteration 4F: 3 clusters Score -89379.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -89423.203125 Penalty: 678.484802
	Iteration 5Q: 3 clusters Score -89423.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -89473.234375 Penalty: 678.484802
	Iteration 6Q: 3 clusters Score -89473.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -89505.750000 Penalty: 678.484802
	Iteration 7Q: 3 clusters Score -89505.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -89529.546875 Penalty: 678.484802
	Iteration 8Q: 3 clusters Score -89529.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -89554.843750 Penalty: 678.484802
	Iteration 9Q: 3 clusters Score -89554.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -89568.976562 Penalty: 678.484802
	Iteration 10Q: 3 clusters Score -89568.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -89578.609375 Penalty: 678.484802
	Iteration 11Q: 3 clusters Score -89578.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -89586.468750 Penalty: 678.484802
	Iteration 12Q: 3 clusters Score -89586.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -89592.757812 Penalty: 678.484802
	Iteration 13Q: 3 clusters Score -89592.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89600.531250 Penalty: 678.484802
	Iteration 14Q: 3 clusters Score -89600.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -89609.132812 Penalty: 678.484802
	Iteration 15Q: 3 clusters Score -89609.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -89620.867188 Penalty: 678.484802
	Iteration 16Q: 3 clusters Score -89620.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -89632.390625 Penalty: 678.484802
	Iteration 17Q: 3 clusters Score -89632.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -89646.437500 Penalty: 678.484802
	Iteration 18Q: 3 clusters Score -89646.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -89655.367188 Penalty: 678.484802
	Iteration 19Q: 3 clusters Score -89655.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -89660.273438 Penalty: 678.484802
	Iteration 20F: 3 clusters Score -89660.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -89663.179688 Penalty: 678.484802
	Iteration 21Q: 3 clusters Score -89663.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -89665.578125 Penalty: 678.484802
	Iteration 22Q: 3 clusters Score -89665.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -89667.773438 Penalty: 678.484802
	Iteration 23Q: 3 clusters Score -89667.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -89669.742188 Penalty: 678.484802
	Iteration 24Q: 3 clusters Score -89669.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -89670.437500 Penalty: 678.484802
	Iteration 25Q: 3 clusters Score -89670.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89671.414062 Penalty: 678.484802
	Iteration 26Q: 3 clusters Score -89671.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89671.656250 Penalty: 678.484802
	Iteration 27Q: 3 clusters Score -89671.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89671.656250 Penalty: 678.484802
	Iteration 28F: 3 clusters Score -89671.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -93359.945312 Penalty: 337.718018
	Iteration 0F: 2 clusters Score -93359.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -92103.851562 Penalty: 675.436035
	Iteration 0F: 3 clusters Score -92103.85 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -92486.593750 Penalty: 675.436035
	Iteration 1F: 3 clusters Score -92486.59 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -92542.695312 Penalty: 675.436035
	Iteration 2F: 3 clusters Score -92542.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -92583.140625 Penalty: 675.436035
	Iteration 3F: 3 clusters Score -92583.14 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -92617.031250 Penalty: 675.436035
	Iteration 4Q: 3 clusters Score -92617.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -92645.273438 Penalty: 675.436035
	Iteration 5Q: 3 clusters Score -92645.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -92681.835938 Penalty: 675.436035
	Iteration 6Q: 3 clusters Score -92681.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -92730.968750 Penalty: 675.436035
	Iteration 7Q: 3 clusters Score -92730.97 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -92790.320312 Penalty: 675.436035
	Iteration 8Q: 3 clusters Score -92790.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92843.765625 Penalty: 675.436035
	Iteration 9Q: 3 clusters Score -92843.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -92896.875000 Penalty: 675.436035
	Iteration 10Q: 3 clusters Score -92896.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -92953.554688 Penalty: 675.436035
	Iteration 11Q: 3 clusters Score -92953.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93007.625000 Penalty: 675.436035
	Iteration 12Q: 3 clusters Score -93007.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93046.539062 Penalty: 675.436035
	Iteration 13Q: 3 clusters Score -93046.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 675.436035
	Iteration 14Q: 3 clusters Score -93069.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -93082.546875 Penalty: 675.436035
	Iteration 15Q: 3 clusters Score -93082.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -93091.468750 Penalty: 675.436035
	Iteration 16Q: 3 clusters Score -93091.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -93104.328125 Penalty: 675.436035
	Iteration 17Q: 3 clusters Score -93104.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93114.968750 Penalty: 675.436035
	Iteration 18Q: 3 clusters Score -93114.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -93121.101562 Penalty: 675.436035
	Iteration 19Q: 3 clusters Score -93121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -93128.007812 Penalty: 675.436035
	Iteration 20F: 3 clusters Score -93128.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93138.960938 Penalty: 675.436035
	Iteration 21Q: 3 clusters Score -93138.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93149.804688 Penalty: 675.436035
	Iteration 22Q: 3 clusters Score -93149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93154.414062 Penalty: 675.436035
	Iteration 23Q: 3 clusters Score -93154.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93157.593750 Penalty: 675.436035
	Iteration 24Q: 3 clusters Score -93157.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93159.656250 Penalty: 675.436035
	Iteration 25Q: 3 clusters Score -93159.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93160.351562 Penalty: 675.436035
	Iteration 26Q: 3 clusters Score -93160.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93162.218750 Penalty: 675.436035
	Iteration 27Q: 3 clusters Score -93162.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93164.976562 Penalty: 675.436035
	Iteration 28Q: 3 clusters Score -93164.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93166.414062 Penalty: 675.436035
	Iteration 29Q: 3 clusters Score -93166.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93166.992188 Penalty: 675.436035
	Iteration 30Q: 3 clusters Score -93166.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93168.273438 Penalty: 675.436035
	Iteration 31Q: 3 clusters Score -93168.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93170.421875 Penalty: 675.436035
	Iteration 32Q: 3 clusters Score -93170.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93172.375000 Penalty: 675.436035
	Iteration 33Q: 3 clusters Score -93172.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93172.375000 Penalty: 675.436035
	Iteration 34F: 3 clusters Score -93172.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6471.870605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6471.871 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 66 members 
Entering Unmasked Estep 
Score: -6251.434082 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6251.434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6303.739746 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6303.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6315.891113 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6315.891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6326.753418 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6326.753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6332.149902 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6332.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6332.773926 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6332.774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6332.773926 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -6332.774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -20266.640625 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -20266.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19883.136719 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -19883.14 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19971.185547 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -19971.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19996.580078 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -19996.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20009.644531 Penalty: 529.627563
	Iteration 3Q: 3 clusters Score -20009.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20019.837891 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -20019.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20022.947266 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -20022.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20023.769531 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -20023.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20023.769531 Penalty: 529.627563
	Iteration 7F: 3 clusters Score -20023.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -11401.443359 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -11401.44 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 105 members 
Entering Unmasked Estep 
Score: -11111.357422 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -11111.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11172.124023 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -11172.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11196.386719 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -11196.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11217.855469 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -11217.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11232.127930 Penalty: 488.303802
	Iteration 4F: 3 clusters Score -11232.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -67715.570312 Penalty: 321.485413
	Iteration 0F: 2 clusters Score -67715.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66833.882812 Penalty: 642.970825
	Iteration 0F: 3 clusters Score -66833.88 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67117.945312 Penalty: 642.970825
	Iteration 1F: 3 clusters Score -67117.95 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67206.953125 Penalty: 642.970825
	Iteration 2F: 3 clusters Score -67206.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67259.195312 Penalty: 642.970825
	Iteration 3F: 3 clusters Score -67259.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67294.585938 Penalty: 642.970825
	Iteration 4Q: 3 clusters Score -67294.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67312.031250 Penalty: 642.970825
	Iteration 5Q: 3 clusters Score -67312.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67333.015625 Penalty: 642.970825
	Iteration 6Q: 3 clusters Score -67333.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67346.921875 Penalty: 642.970825
	Iteration 7Q: 3 clusters Score -67346.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67354.585938 Penalty: 642.970825
	Iteration 8Q: 3 clusters Score -67354.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67361.125000 Penalty: 642.970825
	Iteration 9Q: 3 clusters Score -67361.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67367.031250 Penalty: 642.970825
	Iteration 10Q: 3 clusters Score -67367.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67374.632812 Penalty: 642.970825
	Iteration 11Q: 3 clusters Score -67374.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67382.437500 Penalty: 642.970825
	Iteration 12Q: 3 clusters Score -67382.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67388.671875 Penalty: 642.970825
	Iteration 13Q: 3 clusters Score -67388.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67390.757812 Penalty: 642.970825
	Iteration 14Q: 3 clusters Score -67390.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67391.640625 Penalty: 642.970825
	Iteration 15Q: 3 clusters Score -67391.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67391.726562 Penalty: 642.970825
	Iteration 16Q: 3 clusters Score -67391.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67391.726562 Penalty: 642.970825
	Iteration 17F: 3 clusters Score -67391.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -263844.062500 Penalty: 385.665405
	Iteration 0F: 2 clusters Score -263844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -260572.437500 Penalty: 771.330811
	Iteration 0F: 3 clusters Score -260572.4 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -261701.062500 Penalty: 771.330811
	Iteration 1F: 3 clusters Score -261701.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -261817.531250 Penalty: 771.330811
	Iteration 2F: 3 clusters Score -261817.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -261899.765625 Penalty: 771.330811
	Iteration 3Q: 3 clusters Score -261899.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -261975.953125 Penalty: 771.330811
	Iteration 4Q: 3 clusters Score -261976 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -262060.750000 Penalty: 771.330811
	Iteration 5Q: 3 clusters Score -262060.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -262157.468750 Penalty: 771.330811
	Iteration 6Q: 3 clusters Score -262157.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -262273.062500 Penalty: 771.330811
	Iteration 7Q: 3 clusters Score -262273.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -262435.687500 Penalty: 771.330811
	Iteration 8Q: 3 clusters Score -262435.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -262625.718750 Penalty: 771.330811
	Iteration 9Q: 3 clusters Score -262625.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -262814.843750 Penalty: 771.330811
	Iteration 10F: 3 clusters Score -262814.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -262959.500000 Penalty: 771.330811
	Iteration 11Q: 3 clusters Score -262959.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -263040.156250 Penalty: 771.330811
	Iteration 12Q: 3 clusters Score -263040.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263081.343750 Penalty: 771.330811
	Iteration 13Q: 3 clusters Score -263081.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -263099.343750 Penalty: 771.330811
	Iteration 14Q: 3 clusters Score -263099.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -263111.937500 Penalty: 771.330811
	Iteration 15Q: 3 clusters Score -263111.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -263122.937500 Penalty: 771.330811
	Iteration 16Q: 3 clusters Score -263122.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -263131.500000 Penalty: 771.330811
	Iteration 17Q: 3 clusters Score -263131.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263139.000000 Penalty: 771.330811
	Iteration 18Q: 3 clusters Score -263139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -263143.406250 Penalty: 771.330811
	Iteration 19Q: 3 clusters Score -263143.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -263149.531250 Penalty: 771.330811
	Iteration 20F: 3 clusters Score -263149.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -263154.312500 Penalty: 771.330811
	Iteration 21Q: 3 clusters Score -263154.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263157.968750 Penalty: 771.330811
	Iteration 22Q: 3 clusters Score -263158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -263160.531250 Penalty: 771.330811
	Iteration 23Q: 3 clusters Score -263160.5 nChanged 17
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: -263163.468750 Penalty: 771.330811
	Iteration 24Q: 3 clusters Score -263163.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -263165.812500 Penalty: 771.330811
	Iteration 25Q: 3 clusters Score -263165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -263167.375000 Penalty: 771.330811
	Iteration 26Q: 3 clusters Score -263167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263169.375000 Penalty: 771.330811
	Iteration 27Q: 3 clusters Score -263169.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -263171.125000 Penalty: 771.330811
	Iteration 28Q: 3 clusters Score -263171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263171.468750 Penalty: 771.330811
	Iteration 29Q: 3 clusters Score -263171.5 nChanged 6
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: -263172.156250 Penalty: 771.330811
	Iteration 30Q: 3 clusters Score -263172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -263173.000000 Penalty: 771.330811
	Iteration 31Q: 3 clusters Score -263173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263173.750000 Penalty: 771.330811
	Iteration 32Q: 3 clusters Score -263173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -263174.937500 Penalty: 771.330811
	Iteration 33Q: 3 clusters Score -263174.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263177.500000 Penalty: 771.330811
	Iteration 34Q: 3 clusters Score -263177.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -263180.125000 Penalty: 771.330811
	Iteration 35Q: 3 clusters Score -263180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -263181.781250 Penalty: 771.330811
	Iteration 36Q: 3 clusters Score -263181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -263184.187500 Penalty: 771.330811
	Iteration 37Q: 3 clusters Score -263184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263185.531250 Penalty: 771.330811
	Iteration 38Q: 3 clusters Score -263185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263187.375000 Penalty: 771.330811
	Iteration 39Q: 3 clusters Score -263187.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -263189.187500 Penalty: 771.330811
	Iteration 40F: 3 clusters Score -263189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -263193.000000 Penalty: 771.330811
	Iteration 41Q: 3 clusters Score -263193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263200.468750 Penalty: 771.330811
	Iteration 42Q: 3 clusters Score -263200.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -263208.062500 Penalty: 771.330811
	Iteration 43Q: 3 clusters Score -263208.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -263217.000000 Penalty: 771.330811
	Iteration 44Q: 3 clusters Score -263217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -263225.250000 Penalty: 771.330811
	Iteration 45Q: 3 clusters Score -263225.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263231.125000 Penalty: 771.330811
	Iteration 46Q: 3 clusters Score -263231.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -263237.187500 Penalty: 771.330811
	Iteration 47Q: 3 clusters Score -263237.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -263243.375000 Penalty: 771.330811
	Iteration 48Q: 3 clusters Score -263243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -263246.937500 Penalty: 771.330811
	Iteration 49Q: 3 clusters Score -263246.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -263250.656250 Penalty: 771.330811
	Iteration 50Q: 3 clusters Score -263250.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -263253.625000 Penalty: 771.330811
	Iteration 51Q: 3 clusters Score -263253.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -263258.343750 Penalty: 771.330811
	Iteration 52Q: 3 clusters Score -263258.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -263263.000000 Penalty: 771.330811
	Iteration 53Q: 3 clusters Score -263263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -263266.562500 Penalty: 771.330811
	Iteration 54Q: 3 clusters Score -263266.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -263270.781250 Penalty: 771.330811
	Iteration 55Q: 3 clusters Score -263270.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -263276.250000 Penalty: 771.330811
	Iteration 56Q: 3 clusters Score -263276.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -263285.593750 Penalty: 771.330811
	Iteration 57Q: 3 clusters Score -263285.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -263297.125000 Penalty: 771.330811
	Iteration 58Q: 3 clusters Score -263297.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -263307.000000 Penalty: 771.330811
	Iteration 59Q: 3 clusters Score -263307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -263312.906250 Penalty: 771.330811
	Iteration 60F: 3 clusters Score -263312.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -263322.125000 Penalty: 771.330811
	Iteration 61Q: 3 clusters Score -263322.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -263334.625000 Penalty: 771.330811
	Iteration 62Q: 3 clusters Score -263334.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -263350.031250 Penalty: 771.330811
	Iteration 63Q: 3 clusters Score -263350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -263360.656250 Penalty: 771.330811
	Iteration 64Q: 3 clusters Score -263360.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -263369.531250 Penalty: 771.330811
	Iteration 65Q: 3 clusters Score -263369.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -263380.281250 Penalty: 771.330811
	Iteration 66Q: 3 clusters Score -263380.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -263392.812500 Penalty: 771.330811
	Iteration 67Q: 3 clusters Score -263392.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -263398.156250 Penalty: 771.330811
	Iteration 68Q: 3 clusters Score -263398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -263404.437500 Penalty: 771.330811
	Iteration 69Q: 3 clusters Score -263404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -263409.062500 Penalty: 771.330811
	Iteration 70Q: 3 clusters Score -263409.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -263412.125000 Penalty: 771.330811
	Iteration 71Q: 3 clusters Score -263412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -263415.843750 Penalty: 771.330811
	Iteration 72Q: 3 clusters Score -263415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -263418.531250 Penalty: 771.330811
	Iteration 73Q: 3 clusters Score -263418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -263421.968750 Penalty: 771.330811
	Iteration 74Q: 3 clusters Score -263422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -263427.718750 Penalty: 771.330811
	Iteration 75Q: 3 clusters Score -263427.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -263432.031250 Penalty: 771.330811
	Iteration 76Q: 3 clusters Score -263432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -263433.906250 Penalty: 771.330811
	Iteration 77Q: 3 clusters Score -263433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -263435.500000 Penalty: 771.330811
	Iteration 78Q: 3 clusters Score -263435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -263439.968750 Penalty: 771.330811
	Iteration 79Q: 3 clusters Score -263440 nChanged 10
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: -263445.687500 Penalty: 771.330811
	Iteration 80F: 3 clusters Score -263445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -263453.000000 Penalty: 771.330811
	Iteration 81Q: 3 clusters Score -263453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -263459.375000 Penalty: 771.330811
	Iteration 82Q: 3 clusters Score -263459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -263465.656250 Penalty: 771.330811
	Iteration 83Q: 3 clusters Score -263465.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -263469.000000 Penalty: 771.330811
	Iteration 84Q: 3 clusters Score -263469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -263470.031250 Penalty: 771.330811
	Iteration 85Q: 3 clusters Score -263470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -263470.031250 Penalty: 771.330811
	Iteration 86F: 3 clusters Score -263470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Entering Unmasked Estep 
Score: -699415.562500 Penalty: 427.540222
	Iteration 0F: 2 clusters Score -699415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -691412.812500 Penalty: 855.080444
	Iteration 0F: 3 clusters Score -691412.8 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -694958.500000 Penalty: 855.080444
	Iteration 1F: 3 clusters Score -694958.5 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -695640.812500 Penalty: 855.080444
	Iteration 2F: 3 clusters Score -695640.8 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -696470.312500 Penalty: 855.080444
	Iteration 3F: 3 clusters Score -696470.3 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -697238.687500 Penalty: 855.080444
	Iteration 4F: 3 clusters Score -697238.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -697833.312500 Penalty: 855.080444
	Iteration 5F: 3 clusters Score -697833.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -698330.312500 Penalty: 855.080444
	Iteration 6Q: 3 clusters Score -698330.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -698661.312500 Penalty: 855.080444
	Iteration 7Q: 3 clusters Score -698661.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -698784.937500 Penalty: 855.080444
	Iteration 8Q: 3 clusters Score -698784.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -698866.750000 Penalty: 855.080444
	Iteration 9Q: 3 clusters Score -698866.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -698927.750000 Penalty: 855.080444
	Iteration 10Q: 3 clusters Score -698927.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -698972.250000 Penalty: 855.080444
	Iteration 11Q: 3 clusters Score -698972.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -699003.000000 Penalty: 855.080444
	Iteration 12Q: 3 clusters Score -699003 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -699022.125000 Penalty: 855.080444
	Iteration 13Q: 3 clusters Score -699022.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -699039.187500 Penalty: 855.080444
	Iteration 14Q: 3 clusters Score -699039.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -699050.187500 Penalty: 855.080444
	Iteration 15Q: 3 clusters Score -699050.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -699055.437500 Penalty: 855.080444
	Iteration 16Q: 3 clusters Score -699055.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -699063.625000 Penalty: 855.080444
	Iteration 17Q: 3 clusters Score -699063.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -699072.937500 Penalty: 855.080444
	Iteration 18Q: 3 clusters Score -699072.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -699084.250000 Penalty: 855.080444
	Iteration 19Q: 3 clusters Score -699084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -699091.812500 Penalty: 855.080444
	Iteration 20F: 3 clusters Score -699091.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -699096.625000 Penalty: 855.080444
	Iteration 21Q: 3 clusters Score -699096.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -699103.187500 Penalty: 855.080444
	Iteration 22Q: 3 clusters Score -699103.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -699106.750000 Penalty: 855.080444
	Iteration 23Q: 3 clusters Score -699106.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -699112.250000 Penalty: 855.080444
	Iteration 24Q: 3 clusters Score -699112.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -699115.375000 Penalty: 855.080444
	Iteration 25Q: 3 clusters Score -699115.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -699120.437500 Penalty: 855.080444
	Iteration 26Q: 3 clusters Score -699120.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -699123.812500 Penalty: 855.080444
	Iteration 27Q: 3 clusters Score -699123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -699125.250000 Penalty: 855.080444
	Iteration 28Q: 3 clusters Score -699125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -699125.562500 Penalty: 855.080444
	Iteration 29Q: 3 clusters Score -699125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -699126.625000 Penalty: 855.080444
	Iteration 30Q: 3 clusters Score -699126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -699126.187500 Penalty: 855.080444
	Iteration 31Q: 3 clusters Score -699126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -699126.312500 Penalty: 855.080444
	Iteration 32Q: 3 clusters Score -699126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -699126.187500 Penalty: 855.080444
	Iteration 33Q: 3 clusters Score -699126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -699127.312500 Penalty: 855.080444
	Iteration 34Q: 3 clusters Score -699127.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -699126.250000 Penalty: 855.080444
	Iteration 35Q: 3 clusters Score -699126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -699126.750000 Penalty: 855.080444
	Iteration 36Q: 3 clusters Score -699126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -699126.687500 Penalty: 855.080444
	Iteration 37Q: 3 clusters Score -699126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -699127.187500 Penalty: 855.080444
	Iteration 38Q: 3 clusters Score -699127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -699128.062500 Penalty: 855.080444
	Iteration 39Q: 3 clusters Score -699128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -699127.875000 Penalty: 855.080444
	Iteration 40F: 3 clusters Score -699127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -699128.312500 Penalty: 855.080444
	Iteration 41Q: 3 clusters Score -699128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -699129.625000 Penalty: 855.080444
	Iteration 42Q: 3 clusters Score -699129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -699132.312500 Penalty: 855.080444
	Iteration 43Q: 3 clusters Score -699132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -699132.812500 Penalty: 855.080444
	Iteration 44Q: 3 clusters Score -699132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -699133.187500 Penalty: 855.080444
	Iteration 45Q: 3 clusters Score -699133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -699135.125000 Penalty: 855.080444
	Iteration 46Q: 3 clusters Score -699135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -699136.437500 Penalty: 855.080444
	Iteration 47Q: 3 clusters Score -699136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -699136.875000 Penalty: 855.080444
	Iteration 48Q: 3 clusters Score -699136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -699136.875000 Penalty: 855.080444
	Iteration 49F: 3 clusters Score -699136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Entering Unmasked Estep 
Score: -1719849.375000 Penalty: 470.169037
	Iteration 0F: 2 clusters Score -1719849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1699264.750000 Penalty: 940.338074
	Iteration 0F: 3 clusters Score -1699265 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1708104.500000 Penalty: 940.338074
	Iteration 1F: 3 clusters Score -1708104 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1708714.625000 Penalty: 940.338074
	Iteration 2Q: 3 clusters Score -1708715 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1709569.125000 Penalty: 940.338074
	Iteration 3F: 3 clusters Score -1709569 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1710698.750000 Penalty: 940.338074
	Iteration 4F: 3 clusters Score -1710699 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1712197.250000 Penalty: 940.338074
	Iteration 5F: 3 clusters Score -1712197 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -1713849.500000 Penalty: 940.338074
	Iteration 6F: 3 clusters Score -1713850 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -1715270.000000 Penalty: 940.338074
	Iteration 7F: 3 clusters Score -1715270 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -1716247.500000 Penalty: 940.338074
	Iteration 8Q: 3 clusters Score -1716248 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -1716847.000000 Penalty: 940.338074
	Iteration 9Q: 3 clusters Score -1716847 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -1717279.375000 Penalty: 940.338074
	Iteration 10Q: 3 clusters Score -1717279 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -1717672.125000 Penalty: 940.338074
	Iteration 11Q: 3 clusters Score -1717672 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -1718025.750000 Penalty: 940.338074
	Iteration 12Q: 3 clusters Score -1718026 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -1718341.750000 Penalty: 940.338074
	Iteration 13Q: 3 clusters Score -1718342 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -1718612.625000 Penalty: 940.338074
	Iteration 14Q: 3 clusters Score -1718613 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -1718814.000000 Penalty: 940.338074
	Iteration 15Q: 3 clusters Score -1718814 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -1718952.625000 Penalty: 940.338074
	Iteration 16Q: 3 clusters Score -1718953 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -1719065.250000 Penalty: 940.338074
	Iteration 17Q: 3 clusters Score -1719065 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -1719159.750000 Penalty: 940.338074
	Iteration 18Q: 3 clusters Score -1719160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -1719230.750000 Penalty: 940.338074
	Iteration 19Q: 3 clusters Score -1719231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -1719292.625000 Penalty: 940.338074
	Iteration 20F: 3 clusters Score -1719293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -1719327.750000 Penalty: 940.338074
	Iteration 21Q: 3 clusters Score -1719328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -1719353.875000 Penalty: 940.338074
	Iteration 22Q: 3 clusters Score -1719354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -1719364.125000 Penalty: 940.338074
	Iteration 23Q: 3 clusters Score -1719364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -1719373.125000 Penalty: 940.338074
	Iteration 24Q: 3 clusters Score -1719373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -1719380.375000 Penalty: 940.338074
	Iteration 25Q: 3 clusters Score -1719380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -1719388.500000 Penalty: 940.338074
	Iteration 26Q: 3 clusters Score -1719388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -1719392.125000 Penalty: 940.338074
	Iteration 27Q: 3 clusters Score -1719392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -1719397.750000 Penalty: 940.338074
	Iteration 28Q: 3 clusters Score -1719398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -1719401.000000 Penalty: 940.338074
	Iteration 29Q: 3 clusters Score -1719401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -1719401.500000 Penalty: 940.338074
	Iteration 30Q: 3 clusters Score -1719402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -1719403.250000 Penalty: 940.338074
	Iteration 31Q: 3 clusters Score -1719403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -1719401.125000 Penalty: 940.338074
	Iteration 32Q: 3 clusters Score -1719401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -1719401.125000 Penalty: 940.338074
	Iteration 33F: 3 clusters Score -1719401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -233937.250000 Penalty: 375.391327
	Iteration 0F: 2 clusters Score -233937.2 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 1948 members 
Entering Unmasked Estep 
Score: -231368.968750 Penalty: 750.782654
	Iteration 0F: 3 clusters Score -231369 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -232329.828125 Penalty: 750.782654
	Iteration 1F: 3 clusters Score -232329.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -232444.171875 Penalty: 750.782654
	Iteration 2F: 3 clusters Score -232444.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -232552.140625 Penalty: 750.782654
	Iteration 3F: 3 clusters Score -232552.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -232691.062500 Penalty: 750.782654
	Iteration 4F: 3 clusters Score -232691.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -232817.890625 Penalty: 750.782654
	Iteration 5F: 3 clusters Score -232817.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -232940.281250 Penalty: 750.782654
	Iteration 6Q: 3 clusters Score -232940.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -233059.312500 Penalty: 750.782654
	Iteration 7Q: 3 clusters Score -233059.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -233157.937500 Penalty: 750.782654
	Iteration 8Q: 3 clusters Score -233157.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -233242.140625 Penalty: 750.782654
	Iteration 9Q: 3 clusters Score -233242.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -233313.156250 Penalty: 750.782654
	Iteration 10Q: 3 clusters Score -233313.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -233368.109375 Penalty: 750.782654
	Iteration 11Q: 3 clusters Score -233368.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -233421.109375 Penalty: 750.782654
	Iteration 12Q: 3 clusters Score -233421.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -233462.765625 Penalty: 750.782654
	Iteration 13Q: 3 clusters Score -233462.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -233486.234375 Penalty: 750.782654
	Iteration 14Q: 3 clusters Score -233486.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -233501.140625 Penalty: 750.782654
	Iteration 15Q: 3 clusters Score -233501.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -233513.796875 Penalty: 750.782654
	Iteration 16Q: 3 clusters Score -233513.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -233528.625000 Penalty: 750.782654
	Iteration 17Q: 3 clusters Score -233528.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -233537.609375 Penalty: 750.782654
	Iteration 18Q: 3 clusters Score -233537.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -233545.046875 Penalty: 750.782654
	Iteration 19Q: 3 clusters Score -233545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -233550.312500 Penalty: 750.782654
	Iteration 20F: 3 clusters Score -233550.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -233558.265625 Penalty: 750.782654
	Iteration 21Q: 3 clusters Score -233558.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -233564.796875 Penalty: 750.782654
	Iteration 22Q: 3 clusters Score -233564.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -233571.906250 Penalty: 750.782654
	Iteration 23Q: 3 clusters Score -233571.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -233580.093750 Penalty: 750.782654
	Iteration 24Q: 3 clusters Score -233580.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -233586.093750 Penalty: 750.782654
	Iteration 25Q: 3 clusters Score -233586.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -233587.937500 Penalty: 750.782654
	Iteration 26Q: 3 clusters Score -233587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -233588.953125 Penalty: 750.782654
	Iteration 27Q: 3 clusters Score -233589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -233589.671875 Penalty: 750.782654
	Iteration 28Q: 3 clusters Score -233589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -233591.281250 Penalty: 750.782654
	Iteration 29Q: 3 clusters Score -233591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -233592.500000 Penalty: 750.782654
	Iteration 30Q: 3 clusters Score -233592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -233594.578125 Penalty: 750.782654
	Iteration 31Q: 3 clusters Score -233594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -233596.062500 Penalty: 750.782654
	Iteration 32Q: 3 clusters Score -233596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -233596.109375 Penalty: 750.782654
	Iteration 33Q: 3 clusters Score -233596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -233596.281250 Penalty: 750.782654
	Iteration 34Q: 3 clusters Score -233596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -233597.671875 Penalty: 750.782654
	Iteration 35Q: 3 clusters Score -233597.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -233599.140625 Penalty: 750.782654
	Iteration 36Q: 3 clusters Score -233599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -233600.093750 Penalty: 750.782654
	Iteration 37Q: 3 clusters Score -233600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -233600.828125 Penalty: 750.782654
	Iteration 38Q: 3 clusters Score -233600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -233602.140625 Penalty: 750.782654
	Iteration 39Q: 3 clusters Score -233602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -233604.390625 Penalty: 750.782654
	Iteration 40F: 3 clusters Score -233604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -233608.671875 Penalty: 750.782654
	Iteration 41Q: 3 clusters Score -233608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -233609.312500 Penalty: 750.782654
	Iteration 42Q: 3 clusters Score -233609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -233610.593750 Penalty: 750.782654
	Iteration 43Q: 3 clusters Score -233610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -233611.093750 Penalty: 750.782654
	Iteration 44Q: 3 clusters Score -233611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -233611.750000 Penalty: 750.782654
	Iteration 45Q: 3 clusters Score -233611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -233612.000000 Penalty: 750.782654
	Iteration 46Q: 3 clusters Score -233612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -233613.031250 Penalty: 750.782654
	Iteration 47Q: 3 clusters Score -233613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -233613.250000 Penalty: 750.782654
	Iteration 48Q: 3 clusters Score -233613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -233614.343750 Penalty: 750.782654
	Iteration 49Q: 3 clusters Score -233614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -233615.234375 Penalty: 750.782654
	Iteration 50Q: 3 clusters Score -233615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -233615.906250 Penalty: 750.782654
	Iteration 51Q: 3 clusters Score -233615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -233616.781250 Penalty: 750.782654
	Iteration 52Q: 3 clusters Score -233616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -233617.750000 Penalty: 750.782654
	Iteration 53Q: 3 clusters Score -233617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -233618.843750 Penalty: 750.782654
	Iteration 54Q: 3 clusters Score -233618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -233619.296875 Penalty: 750.782654
	Iteration 55Q: 3 clusters Score -233619.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -233619.296875 Penalty: 750.782654
	Iteration 56F: 3 clusters Score -233619.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -13691.060547 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -13691.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13361.467773 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -13361.47 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13461.042969 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -13461.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13500.507812 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -13500.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13523.494141 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -13523.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13530.000977 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -13530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13544.000000 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -13544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13550.827148 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -13550.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13554.729492 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -13554.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13556.494141 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -13556.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13557.606445 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -13557.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13557.840820 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -13557.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13557.840820 Penalty: 516.584595
	Iteration 11F: 3 clusters Score -13557.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -342135.656250 Penalty: 395.918823
	Iteration 0F: 2 clusters Score -342135.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -338112.281250 Penalty: 791.837646
	Iteration 0F: 3 clusters Score -338112.3 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -339663.843750 Penalty: 791.837646
	Iteration 1F: 3 clusters Score -339663.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -339817.093750 Penalty: 791.837646
	Iteration 2F: 3 clusters Score -339817.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -339943.250000 Penalty: 791.837646
	Iteration 3Q: 3 clusters Score -339943.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -340095.218750 Penalty: 791.837646
	Iteration 4Q: 3 clusters Score -340095.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -340275.218750 Penalty: 791.837646
	Iteration 5F: 3 clusters Score -340275.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -340475.000000 Penalty: 791.837646
	Iteration 6F: 3 clusters Score -340475 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -340675.250000 Penalty: 791.837646
	Iteration 7F: 3 clusters Score -340675.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -340867.468750 Penalty: 791.837646
	Iteration 8Q: 3 clusters Score -340867.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -341026.718750 Penalty: 791.837646
	Iteration 9Q: 3 clusters Score -341026.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -341124.593750 Penalty: 791.837646
	Iteration 10Q: 3 clusters Score -341124.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -341172.062500 Penalty: 791.837646
	Iteration 11Q: 3 clusters Score -341172.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -341204.375000 Penalty: 791.837646
	Iteration 12Q: 3 clusters Score -341204.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -341226.656250 Penalty: 791.837646
	Iteration 13Q: 3 clusters Score -341226.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -341255.125000 Penalty: 791.837646
	Iteration 14Q: 3 clusters Score -341255.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -341294.812500 Penalty: 791.837646
	Iteration 15Q: 3 clusters Score -341294.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -341331.687500 Penalty: 791.837646
	Iteration 16Q: 3 clusters Score -341331.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -341377.906250 Penalty: 791.837646
	Iteration 17Q: 3 clusters Score -341377.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -341443.968750 Penalty: 791.837646
	Iteration 18Q: 3 clusters Score -341444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -341522.062500 Penalty: 791.837646
	Iteration 19Q: 3 clusters Score -341522.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -341589.437500 Penalty: 791.837646
	Iteration 20F: 3 clusters Score -341589.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -341639.093750 Penalty: 791.837646
	Iteration 21Q: 3 clusters Score -341639.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -341670.937500 Penalty: 791.837646
	Iteration 22Q: 3 clusters Score -341670.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -341693.718750 Penalty: 791.837646
	Iteration 23Q: 3 clusters Score -341693.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -341710.375000 Penalty: 791.837646
	Iteration 24Q: 3 clusters Score -341710.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -341729.562500 Penalty: 791.837646
	Iteration 25Q: 3 clusters Score -341729.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -341742.437500 Penalty: 791.837646
	Iteration 26Q: 3 clusters Score -341742.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -341752.000000 Penalty: 791.837646
	Iteration 27Q: 3 clusters Score -341752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -341759.125000 Penalty: 791.837646
	Iteration 28Q: 3 clusters Score -341759.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -341769.531250 Penalty: 791.837646
	Iteration 29Q: 3 clusters Score -341769.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -341779.656250 Penalty: 791.837646
	Iteration 30Q: 3 clusters Score -341779.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -341790.250000 Penalty: 791.837646
	Iteration 31Q: 3 clusters Score -341790.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341802.718750 Penalty: 791.837646
	Iteration 32Q: 3 clusters Score -341802.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -341812.562500 Penalty: 791.837646
	Iteration 33Q: 3 clusters Score -341812.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -341819.750000 Penalty: 791.837646
	Iteration 34Q: 3 clusters Score -341819.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -341827.718750 Penalty: 791.837646
	Iteration 35Q: 3 clusters Score -341827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -341833.187500 Penalty: 791.837646
	Iteration 36Q: 3 clusters Score -341833.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -341838.218750 Penalty: 791.837646
	Iteration 37Q: 3 clusters Score -341838.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -341844.187500 Penalty: 791.837646
	Iteration 38Q: 3 clusters Score -341844.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -341849.156250 Penalty: 791.837646
	Iteration 39Q: 3 clusters Score -341849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -341855.343750 Penalty: 791.837646
	Iteration 40F: 3 clusters Score -341855.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -341860.906250 Penalty: 791.837646
	Iteration 41Q: 3 clusters Score -341860.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -341868.718750 Penalty: 791.837646
	Iteration 42Q: 3 clusters Score -341868.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -341873.062500 Penalty: 791.837646
	Iteration 43Q: 3 clusters Score -341873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -341875.250000 Penalty: 791.837646
	Iteration 44Q: 3 clusters Score -341875.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -341878.781250 Penalty: 791.837646
	Iteration 45Q: 3 clusters Score -341878.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -341880.968750 Penalty: 791.837646
	Iteration 46Q: 3 clusters Score -341881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -341885.000000 Penalty: 791.837646
	Iteration 47Q: 3 clusters Score -341885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -341889.843750 Penalty: 791.837646
	Iteration 48Q: 3 clusters Score -341889.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -341896.375000 Penalty: 791.837646
	Iteration 49Q: 3 clusters Score -341896.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -341901.562500 Penalty: 791.837646
	Iteration 50Q: 3 clusters Score -341901.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -341905.718750 Penalty: 791.837646
	Iteration 51Q: 3 clusters Score -341905.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -341910.406250 Penalty: 791.837646
	Iteration 52Q: 3 clusters Score -341910.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -341913.718750 Penalty: 791.837646
	Iteration 53Q: 3 clusters Score -341913.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -341916.781250 Penalty: 791.837646
	Iteration 54Q: 3 clusters Score -341916.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -341919.906250 Penalty: 791.837646
	Iteration 55Q: 3 clusters Score -341919.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -341923.437500 Penalty: 791.837646
	Iteration 56Q: 3 clusters Score -341923.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -341926.000000 Penalty: 791.837646
	Iteration 57Q: 3 clusters Score -341926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -341927.781250 Penalty: 791.837646
	Iteration 58Q: 3 clusters Score -341927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -341930.500000 Penalty: 791.837646
	Iteration 59Q: 3 clusters Score -341930.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -341931.187500 Penalty: 791.837646
	Iteration 60F: 3 clusters Score -341931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -341932.312500 Penalty: 791.837646
	Iteration 61Q: 3 clusters Score -341932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -341934.187500 Penalty: 791.837646
	Iteration 62Q: 3 clusters Score -341934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -341935.437500 Penalty: 791.837646
	Iteration 63Q: 3 clusters Score -341935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -341935.250000 Penalty: 791.837646
	Iteration 64Q: 3 clusters Score -341935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -341935.437500 Penalty: 791.837646
	Iteration 65Q: 3 clusters Score -341935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -341936.093750 Penalty: 791.837646
	Iteration 66Q: 3 clusters Score -341936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -341936.500000 Penalty: 791.837646
	Iteration 67Q: 3 clusters Score -341936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -341936.875000 Penalty: 791.837646
	Iteration 68Q: 3 clusters Score -341936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -341936.781250 Penalty: 791.837646
	Iteration 69Q: 3 clusters Score -341936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -341937.531250 Penalty: 791.837646
	Iteration 70Q: 3 clusters Score -341937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -341937.500000 Penalty: 791.837646
	Iteration 71Q: 3 clusters Score -341937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -341937.500000 Penalty: 791.837646
	Iteration 72F: 3 clusters Score -341937.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -267083.500000 Penalty: 385.016083
	Iteration 0F: 2 clusters Score -267083.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -263839.687500 Penalty: 770.032166
	Iteration 0F: 3 clusters Score -263839.7 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -265119.781250 Penalty: 770.032166
	Iteration 1F: 3 clusters Score -265119.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -265272.593750 Penalty: 770.032166
	Iteration 2F: 3 clusters Score -265272.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -265382.281250 Penalty: 770.032166
	Iteration 3F: 3 clusters Score -265382.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -265465.718750 Penalty: 770.032166
	Iteration 4Q: 3 clusters Score -265465.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -265539.218750 Penalty: 770.032166
	Iteration 5Q: 3 clusters Score -265539.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -265601.437500 Penalty: 770.032166
	Iteration 6Q: 3 clusters Score -265601.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -265655.843750 Penalty: 770.032166
	Iteration 7Q: 3 clusters Score -265655.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -265731.125000 Penalty: 770.032166
	Iteration 8Q: 3 clusters Score -265731.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -265801.781250 Penalty: 770.032166
	Iteration 9Q: 3 clusters Score -265801.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -265879.906250 Penalty: 770.032166
	Iteration 10Q: 3 clusters Score -265879.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -265957.250000 Penalty: 770.032166
	Iteration 11Q: 3 clusters Score -265957.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -266038.875000 Penalty: 770.032166
	Iteration 12Q: 3 clusters Score -266038.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -266114.937500 Penalty: 770.032166
	Iteration 13Q: 3 clusters Score -266114.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -266174.343750 Penalty: 770.032166
	Iteration 14Q: 3 clusters Score -266174.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -266229.750000 Penalty: 770.032166
	Iteration 15Q: 3 clusters Score -266229.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -266292.562500 Penalty: 770.032166
	Iteration 16Q: 3 clusters Score -266292.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -266357.812500 Penalty: 770.032166
	Iteration 17Q: 3 clusters Score -266357.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -266414.125000 Penalty: 770.032166
	Iteration 18Q: 3 clusters Score -266414.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -266485.000000 Penalty: 770.032166
	Iteration 19Q: 3 clusters Score -266485 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -266537.468750 Penalty: 770.032166
	Iteration 20F: 3 clusters Score -266537.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -266591.187500 Penalty: 770.032166
	Iteration 21Q: 3 clusters Score -266591.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -266625.125000 Penalty: 770.032166
	Iteration 22Q: 3 clusters Score -266625.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -266645.875000 Penalty: 770.032166
	Iteration 23Q: 3 clusters Score -266645.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -266664.406250 Penalty: 770.032166
	Iteration 24Q: 3 clusters Score -266664.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -266680.656250 Penalty: 770.032166
	Iteration 25Q: 3 clusters Score -266680.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -266702.031250 Penalty: 770.032166
	Iteration 26Q: 3 clusters Score -266702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -266720.875000 Penalty: 770.032166
	Iteration 27Q: 3 clusters Score -266720.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -266734.562500 Penalty: 770.032166
	Iteration 28Q: 3 clusters Score -266734.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -266746.687500 Penalty: 770.032166
	Iteration 29Q: 3 clusters Score -266746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -266752.718750 Penalty: 770.032166
	Iteration 30Q: 3 clusters Score -266752.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -266755.812500 Penalty: 770.032166
	Iteration 31Q: 3 clusters Score -266755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -266756.656250 Penalty: 770.032166
	Iteration 32Q: 3 clusters Score -266756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -266756.875000 Penalty: 770.032166
	Iteration 33Q: 3 clusters Score -266756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -266757.218750 Penalty: 770.032166
	Iteration 34Q: 3 clusters Score -266757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -266757.656250 Penalty: 770.032166
	Iteration 35Q: 3 clusters Score -266757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -266758.875000 Penalty: 770.032166
	Iteration 36Q: 3 clusters Score -266758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -266759.250000 Penalty: 770.032166
	Iteration 37Q: 3 clusters Score -266759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -266760.468750 Penalty: 770.032166
	Iteration 38Q: 3 clusters Score -266760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -266761.312500 Penalty: 770.032166
	Iteration 39Q: 3 clusters Score -266761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -266761.875000 Penalty: 770.032166
	Iteration 40F: 3 clusters Score -266761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -266764.093750 Penalty: 770.032166
	Iteration 41Q: 3 clusters Score -266764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -266764.625000 Penalty: 770.032166
	Iteration 42Q: 3 clusters Score -266764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -266766.031250 Penalty: 770.032166
	Iteration 43Q: 3 clusters Score -266766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -266767.562500 Penalty: 770.032166
	Iteration 44Q: 3 clusters Score -266767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -266769.281250 Penalty: 770.032166
	Iteration 45Q: 3 clusters Score -266769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -266770.562500 Penalty: 770.032166
	Iteration 46Q: 3 clusters Score -266770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -266772.062500 Penalty: 770.032166
	Iteration 47Q: 3 clusters Score -266772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -266774.156250 Penalty: 770.032166
	Iteration 48Q: 3 clusters Score -266774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -266775.312500 Penalty: 770.032166
	Iteration 49Q: 3 clusters Score -266775.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -266775.312500 Penalty: 770.032166
	Iteration 50F: 3 clusters Score -266775.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -12183.247070 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -12183.25 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 128 members 
Entering Unmasked Estep 
Score: -11884.066406 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -11884.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11997.165039 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -11997.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12039.063477 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -12039.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12081.208008 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -12081.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12099.436523 Penalty: 504.965912
	Iteration 4F: 3 clusters Score -12099.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12108.563477 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -12108.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12110.675781 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -12110.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12110.675781 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -12110.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Entering Unmasked Estep 
Score: -903572.625000 Penalty: 435.497131
	Iteration 0F: 2 clusters Score -903572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -894045.062500 Penalty: 870.994263
	Iteration 0F: 3 clusters Score -894045.1 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -898056.000000 Penalty: 870.994263
	Iteration 1F: 3 clusters Score -898056 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -898451.187500 Penalty: 870.994263
	Iteration 2F: 3 clusters Score -898451.2 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -898945.375000 Penalty: 870.994263
	Iteration 3F: 3 clusters Score -898945.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -899563.687500 Penalty: 870.994263
	Iteration 4F: 3 clusters Score -899563.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -900343.562500 Penalty: 870.994263
	Iteration 5F: 3 clusters Score -900343.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -901127.625000 Penalty: 870.994263
	Iteration 6F: 3 clusters Score -901127.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -901816.750000 Penalty: 870.994263
	Iteration 7F: 3 clusters Score -901816.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -902247.937500 Penalty: 870.994263
	Iteration 8Q: 3 clusters Score -902247.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -902469.875000 Penalty: 870.994263
	Iteration 9Q: 3 clusters Score -902469.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -902606.500000 Penalty: 870.994263
	Iteration 10Q: 3 clusters Score -902606.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -902708.437500 Penalty: 870.994263
	Iteration 11Q: 3 clusters Score -902708.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -902789.625000 Penalty: 870.994263
	Iteration 12Q: 3 clusters Score -902789.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -902850.812500 Penalty: 870.994263
	Iteration 13Q: 3 clusters Score -902850.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -902911.250000 Penalty: 870.994263
	Iteration 14Q: 3 clusters Score -902911.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -902970.500000 Penalty: 870.994263
	Iteration 15Q: 3 clusters Score -902970.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -903018.125000 Penalty: 870.994263
	Iteration 16Q: 3 clusters Score -903018.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -903068.125000 Penalty: 870.994263
	Iteration 17Q: 3 clusters Score -903068.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -903102.125000 Penalty: 870.994263
	Iteration 18Q: 3 clusters Score -903102.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -903132.625000 Penalty: 870.994263
	Iteration 19Q: 3 clusters Score -903132.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -903155.875000 Penalty: 870.994263
	Iteration 20F: 3 clusters Score -903155.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -903178.687500 Penalty: 870.994263
	Iteration 21Q: 3 clusters Score -903178.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -903194.812500 Penalty: 870.994263
	Iteration 22Q: 3 clusters Score -903194.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -903207.625000 Penalty: 870.994263
	Iteration 23Q: 3 clusters Score -903207.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -903221.875000 Penalty: 870.994263
	Iteration 24Q: 3 clusters Score -903221.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -903238.875000 Penalty: 870.994263
	Iteration 25Q: 3 clusters Score -903238.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -903243.000000 Penalty: 870.994263
	Iteration 26Q: 3 clusters Score -903243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -903249.250000 Penalty: 870.994263
	Iteration 27Q: 3 clusters Score -903249.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -903256.312500 Penalty: 870.994263
	Iteration 28Q: 3 clusters Score -903256.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -903263.062500 Penalty: 870.994263
	Iteration 29Q: 3 clusters Score -903263.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -903265.375000 Penalty: 870.994263
	Iteration 30Q: 3 clusters Score -903265.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -903266.375000 Penalty: 870.994263
	Iteration 31Q: 3 clusters Score -903266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -903267.687500 Penalty: 870.994263
	Iteration 32Q: 3 clusters Score -903267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -903269.625000 Penalty: 870.994263
	Iteration 33Q: 3 clusters Score -903269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -903271.500000 Penalty: 870.994263
	Iteration 34Q: 3 clusters Score -903271.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -903270.500000 Penalty: 870.994263
	Iteration 35Q: 3 clusters Score -903270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -903273.812500 Penalty: 870.994263
	Iteration 36Q: 3 clusters Score -903273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -903277.312500 Penalty: 870.994263
	Iteration 37Q: 3 clusters Score -903277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -903279.937500 Penalty: 870.994263
	Iteration 38Q: 3 clusters Score -903279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -903282.500000 Penalty: 870.994263
	Iteration 39Q: 3 clusters Score -903282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -903287.562500 Penalty: 870.994263
	Iteration 40F: 3 clusters Score -903287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -903288.875000 Penalty: 870.994263
	Iteration 41Q: 3 clusters Score -903288.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -903290.750000 Penalty: 870.994263
	Iteration 42Q: 3 clusters Score -903290.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -903294.562500 Penalty: 870.994263
	Iteration 43Q: 3 clusters Score -903294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -903296.062500 Penalty: 870.994263
	Iteration 44Q: 3 clusters Score -903296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -903295.750000 Penalty: 870.994263
	Iteration 45Q: 3 clusters Score -903295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -903297.125000 Penalty: 870.994263
	Iteration 46Q: 3 clusters Score -903297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -903299.937500 Penalty: 870.994263
	Iteration 47Q: 3 clusters Score -903299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -903302.250000 Penalty: 870.994263
	Iteration 48Q: 3 clusters Score -903302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -903303.125000 Penalty: 870.994263
	Iteration 49Q: 3 clusters Score -903303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -903306.312500 Penalty: 870.994263
	Iteration 50Q: 3 clusters Score -903306.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -903307.312500 Penalty: 870.994263
	Iteration 51Q: 3 clusters Score -903307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -903309.375000 Penalty: 870.994263
	Iteration 52Q: 3 clusters Score -903309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -903309.875000 Penalty: 870.994263
	Iteration 53Q: 3 clusters Score -903309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -903309.875000 Penalty: 870.994263
	Iteration 54Q: 3 clusters Score -903309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -903310.625000 Penalty: 870.994263
	Iteration 55Q: 3 clusters Score -903310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -903310.000000 Penalty: 870.994263
	Iteration 56Q: 3 clusters Score -903310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -903310.437500 Penalty: 870.994263
	Iteration 57Q: 3 clusters Score -903310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -903310.625000 Penalty: 870.994263
	Iteration 58Q: 3 clusters Score -903310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -903311.875000 Penalty: 870.994263
	Iteration 59Q: 3 clusters Score -903311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -903312.312500 Penalty: 870.994263
	Iteration 60F: 3 clusters Score -903312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -903312.375000 Penalty: 870.994263
	Iteration 61Q: 3 clusters Score -903312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -903315.000000 Penalty: 870.994263
	Iteration 62Q: 3 clusters Score -903315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -903316.062500 Penalty: 870.994263
	Iteration 63Q: 3 clusters Score -903316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -903314.125000 Penalty: 870.994263
	Iteration 64Q: 3 clusters Score -903314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -903315.250000 Penalty: 870.994263
	Iteration 65Q: 3 clusters Score -903315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -903315.250000 Penalty: 870.994263
	Iteration 66F: 3 clusters Score -903315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -114615.781250 Penalty: 348.535187
	Iteration 0F: 2 clusters Score -114615.8 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 1029 members 
Entering Unmasked Estep 
Score: -113103.273438 Penalty: 697.070374
	Iteration 0F: 3 clusters Score -113103.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -113683.273438 Penalty: 697.070374
	Iteration 1F: 3 clusters Score -113683.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -113781.507812 Penalty: 697.070374
	Iteration 2F: 3 clusters Score -113781.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -113855.523438 Penalty: 697.070374
	Iteration 3F: 3 clusters Score -113855.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -113912.953125 Penalty: 697.070374
	Iteration 4Q: 3 clusters Score -113913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -113976.218750 Penalty: 697.070374
	Iteration 5Q: 3 clusters Score -113976.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -114043.656250 Penalty: 697.070374
	Iteration 6Q: 3 clusters Score -114043.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114089.414062 Penalty: 697.070374
	Iteration 7Q: 3 clusters Score -114089.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -114116.500000 Penalty: 697.070374
	Iteration 8Q: 3 clusters Score -114116.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -114132.703125 Penalty: 697.070374
	Iteration 9Q: 3 clusters Score -114132.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -114147.906250 Penalty: 697.070374
	Iteration 10Q: 3 clusters Score -114147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -114160.070312 Penalty: 697.070374
	Iteration 11Q: 3 clusters Score -114160.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -114180.406250 Penalty: 697.070374
	Iteration 12Q: 3 clusters Score -114180.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -114193.718750 Penalty: 697.070374
	Iteration 13Q: 3 clusters Score -114193.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114203.109375 Penalty: 697.070374
	Iteration 14Q: 3 clusters Score -114203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -114210.679688 Penalty: 697.070374
	Iteration 15Q: 3 clusters Score -114210.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114222.179688 Penalty: 697.070374
	Iteration 16Q: 3 clusters Score -114222.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -114230.859375 Penalty: 697.070374
	Iteration 17Q: 3 clusters Score -114230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114236.304688 Penalty: 697.070374
	Iteration 18Q: 3 clusters Score -114236.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114240.007812 Penalty: 697.070374
	Iteration 19Q: 3 clusters Score -114240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114242.242188 Penalty: 697.070374
	Iteration 20F: 3 clusters Score -114242.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114245.320312 Penalty: 697.070374
	Iteration 21Q: 3 clusters Score -114245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114247.539062 Penalty: 697.070374
	Iteration 22Q: 3 clusters Score -114247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114249.187500 Penalty: 697.070374
	Iteration 23Q: 3 clusters Score -114249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114250.546875 Penalty: 697.070374
	Iteration 24Q: 3 clusters Score -114250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114251.085938 Penalty: 697.070374
	Iteration 25Q: 3 clusters Score -114251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114251.296875 Penalty: 697.070374
	Iteration 26Q: 3 clusters Score -114251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114251.976562 Penalty: 697.070374
	Iteration 27Q: 3 clusters Score -114252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114253.789062 Penalty: 697.070374
	Iteration 28Q: 3 clusters Score -114253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114255.281250 Penalty: 697.070374
	Iteration 29Q: 3 clusters Score -114255.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114255.953125 Penalty: 697.070374
	Iteration 30Q: 3 clusters Score -114256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -114256.437500 Penalty: 697.070374
	Iteration 31Q: 3 clusters Score -114256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -114256.507812 Penalty: 697.070374
	Iteration 32Q: 3 clusters Score -114256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -114256.507812 Penalty: 697.070374
	Iteration 33F: 3 clusters Score -114256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -54905.679688 Penalty: 313.290680
	Iteration 0F: 2 clusters Score -54905.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -54120.484375 Penalty: 626.581360
	Iteration 0F: 3 clusters Score -54120.48 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -54328.246094 Penalty: 626.581360
	Iteration 1F: 3 clusters Score -54328.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -54373.117188 Penalty: 626.581360
	Iteration 2F: 3 clusters Score -54373.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -54407.582031 Penalty: 626.581360
	Iteration 3F: 3 clusters Score -54407.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -54434.046875 Penalty: 626.581360
	Iteration 4Q: 3 clusters Score -54434.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -54452.218750 Penalty: 626.581360
	Iteration 5Q: 3 clusters Score -54452.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -54471.988281 Penalty: 626.581360
	Iteration 6Q: 3 clusters Score -54471.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -54488.199219 Penalty: 626.581360
	Iteration 7Q: 3 clusters Score -54488.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -54503.355469 Penalty: 626.581360
	Iteration 8Q: 3 clusters Score -54503.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54517.914062 Penalty: 626.581360
	Iteration 9Q: 3 clusters Score -54517.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -54537.589844 Penalty: 626.581360
	Iteration 10Q: 3 clusters Score -54537.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54563.402344 Penalty: 626.581360
	Iteration 11Q: 3 clusters Score -54563.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -54596.113281 Penalty: 626.581360
	Iteration 12Q: 3 clusters Score -54596.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -54654.574219 Penalty: 626.581360
	Iteration 13Q: 3 clusters Score -54654.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -54710.078125 Penalty: 626.581360
	Iteration 14Q: 3 clusters Score -54710.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -54765.414062 Penalty: 626.581360
	Iteration 15Q: 3 clusters Score -54765.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -54793.613281 Penalty: 626.581360
	Iteration 16Q: 3 clusters Score -54793.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -54822.007812 Penalty: 626.581360
	Iteration 17Q: 3 clusters Score -54822.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -54833.113281 Penalty: 626.581360
	Iteration 18Q: 3 clusters Score -54833.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54838.824219 Penalty: 626.581360
	Iteration 19Q: 3 clusters Score -54838.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54840.843750 Penalty: 626.581360
	Iteration 20F: 3 clusters Score -54840.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -54842.199219 Penalty: 626.581360
	Iteration 21Q: 3 clusters Score -54842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -54842.890625 Penalty: 626.581360
	Iteration 22Q: 3 clusters Score -54842.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -54842.890625 Penalty: 626.581360
	Iteration 23F: 3 clusters Score -54842.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -150013.781250 Penalty: 359.781403
	Iteration 0F: 2 clusters Score -150013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -148118.312500 Penalty: 719.562805
	Iteration 0F: 3 clusters Score -148118.3 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -148836.718750 Penalty: 719.562805
	Iteration 1F: 3 clusters Score -148836.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -149081.359375 Penalty: 719.562805
	Iteration 2F: 3 clusters Score -149081.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -149482.156250 Penalty: 719.562805
	Iteration 3F: 3 clusters Score -149482.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -149935.218750 Penalty: 719.562805
	Iteration 4F: 3 clusters Score -149935.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -150421.109375 Penalty: 719.562805
	Iteration 5F: 3 clusters Score -150421.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -150733.234375 Penalty: 719.562805
	Iteration 6F: 3 clusters Score -150733.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -150817.187500 Penalty: 719.562805
	Iteration 7Q: 3 clusters Score -150817.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -150835.140625 Penalty: 719.562805
	Iteration 8Q: 3 clusters Score -150835.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -150845.421875 Penalty: 719.562805
	Iteration 9Q: 3 clusters Score -150845.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -150851.093750 Penalty: 719.562805
	Iteration 10Q: 3 clusters Score -150851.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -150853.843750 Penalty: 719.562805
	Iteration 11Q: 3 clusters Score -150853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -150855.765625 Penalty: 719.562805
	Iteration 12Q: 3 clusters Score -150855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -150856.546875 Penalty: 719.562805
	Iteration 13Q: 3 clusters Score -150856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -150857.062500 Penalty: 719.562805
	Iteration 14Q: 3 clusters Score -150857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -150857.156250 Penalty: 719.562805
	Iteration 15Q: 3 clusters Score -150857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -150857.187500 Penalty: 719.562805
	Iteration 16Q: 3 clusters Score -150857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -150857.281250 Penalty: 719.562805
	Iteration 17Q: 3 clusters Score -150857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -150857.281250 Penalty: 719.562805
	Iteration 18F: 3 clusters Score -150857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 12046 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14348 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181476 members 
Mstep: Class 23 contains 131402 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 1007 members 
Mstep: Class 28 contains 1351 members 
Entering Unmasked Estep 
Score: -23055952.000000 Penalty: 16460.697266
Splitting cluster 19 changes total score from -23055314.000000 to -23055952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7304.405762 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7304.406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7066.643066 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7066.643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7120.459473 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7120.459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7140.203125 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7140.203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7152.014160 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7152.014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7166.479980 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7166.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7181.070801 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7181.071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7190.033203 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7190.033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7195.035645 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7195.036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7196.643066 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -7196.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7199.981445 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -7199.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7204.833008 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -7204.833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7205.047852 Penalty: 454.129395
	Iteration 11Q: 3 clusters Score -7205.048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7205.047852 Penalty: 454.129395
	Iteration 12F: 3 clusters Score -7205.048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40027.953125 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -40027.95 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40329.726562 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40329.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -40382.757812 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40382.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -40417.023438 Penalty: 601.573303
	Iteration 3Q: 3 clusters Score -40417.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -40432.773438 Penalty: 601.573303
	Iteration 4Q: 3 clusters Score -40432.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -40444.878906 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40444.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -40462.531250 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40462.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -40486.667969 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40486.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -40502.332031 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40502.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -40510.183594 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40510.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40517.406250 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40517.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -40520.394531 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40520.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -40524.824219 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40524.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -40528.128906 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40528.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -40530.382812 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40530.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -40530.382812 Penalty: 601.573303
	Iteration 15F: 3 clusters Score -40530.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (181476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181476 members 
Entering Unmasked Estep 
Score: -10575436.000000 Penalty: 550.953979
	Iteration 0F: 2 clusters Score -1.057544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -10460295.000000 Penalty: 1101.907959
	Iteration 0F: 3 clusters Score -1.04603e+07 nChanged 89259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -10516225.000000 Penalty: 1101.907959
	Iteration 1F: 3 clusters Score -1.051622e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -10519797.000000 Penalty: 1101.907959
	Iteration 2Q: 3 clusters Score -1.05198e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -10525633.000000 Penalty: 1101.907959
	Iteration 3F: 3 clusters Score -1.052563e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129265 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -10535031.000000 Penalty: 1101.907959
	Iteration 4F: 3 clusters Score -1.053503e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143940 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -10545947.000000 Penalty: 1101.907959
	Iteration 5F: 3 clusters Score -1.054595e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -10555407.000000 Penalty: 1101.907959
	Iteration 6F: 3 clusters Score -1.055541e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166063 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -10561956.000000 Penalty: 1101.907959
	Iteration 7F: 3 clusters Score -1.056196e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171601 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -10566335.000000 Penalty: 1101.907959
	Iteration 8Q: 3 clusters Score -1.056634e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -10569139.000000 Penalty: 1101.907959
	Iteration 9Q: 3 clusters Score -1.056914e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177315 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -10571033.000000 Penalty: 1101.907959
	Iteration 10Q: 3 clusters Score -1.057103e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178803 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -10572578.000000 Penalty: 1101.907959
	Iteration 11Q: 3 clusters Score -1.057258e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179755 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10573415.000000 Penalty: 1101.907959
	Iteration 12Q: 3 clusters Score -1.057342e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10573972.000000 Penalty: 1101.907959
	Iteration 13Q: 3 clusters Score -1.057397e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180680 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10574299.000000 Penalty: 1101.907959
	Iteration 14Q: 3 clusters Score -1.05743e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10574502.000000 Penalty: 1101.907959
	Iteration 15Q: 3 clusters Score -1.05745e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180991 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10574633.000000 Penalty: 1101.907959
	Iteration 16Q: 3 clusters Score -1.057463e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10574718.000000 Penalty: 1101.907959
	Iteration 17Q: 3 clusters Score -1.057472e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181135 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10574775.000000 Penalty: 1101.907959
	Iteration 18Q: 3 clusters Score -1.057478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181170 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10574810.000000 Penalty: 1101.907959
	Iteration 19Q: 3 clusters Score -1.057481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10574829.000000 Penalty: 1101.907959
	Iteration 20F: 3 clusters Score -1.057483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10574834.000000 Penalty: 1101.907959
	Iteration 21Q: 3 clusters Score -1.057483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181222 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10574841.000000 Penalty: 1101.907959
	Iteration 22Q: 3 clusters Score -1.057484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10574844.000000 Penalty: 1101.907959
	Iteration 23Q: 3 clusters Score -1.057484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10574851.000000 Penalty: 1101.907959
	Iteration 24Q: 3 clusters Score -1.057485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10574856.000000 Penalty: 1101.907959
	Iteration 25Q: 3 clusters Score -1.057486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10574854.000000 Penalty: 1101.907959
	Iteration 26Q: 3 clusters Score -1.057485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10574855.000000 Penalty: 1101.907959
	Iteration 27Q: 3 clusters Score -1.057486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10574872.000000 Penalty: 1101.907959
	Iteration 28Q: 3 clusters Score -1.057487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181239 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10574860.000000 Penalty: 1101.907959
	Iteration 29Q: 3 clusters Score -1.057486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10574859.000000 Penalty: 1101.907959
	Iteration 30Q: 3 clusters Score -1.057486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10574868.000000 Penalty: 1101.907959
	Iteration 31Q: 3 clusters Score -1.057487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181246 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10574878.000000 Penalty: 1101.907959
	Iteration 32Q: 3 clusters Score -1.057488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10574874.000000 Penalty: 1101.907959
	Iteration 33Q: 3 clusters Score -1.057487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10574884.000000 Penalty: 1101.907959
	Iteration 34Q: 3 clusters Score -1.057488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10574890.000000 Penalty: 1101.907959
	Iteration 35Q: 3 clusters Score -1.057489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10574891.000000 Penalty: 1101.907959
	Iteration 36Q: 3 clusters Score -1.057489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10574898.000000 Penalty: 1101.907959
	Iteration 37Q: 3 clusters Score -1.05749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10574912.000000 Penalty: 1101.907959
	Iteration 38Q: 3 clusters Score -1.057491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181268 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10574912.000000 Penalty: 1101.907959
	Iteration 39Q: 3 clusters Score -1.057491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181270 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10574917.000000 Penalty: 1101.907959
	Iteration 40F: 3 clusters Score -1.057492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10574918.000000 Penalty: 1101.907959
	Iteration 41Q: 3 clusters Score -1.057492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181268 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10574922.000000 Penalty: 1101.907959
	Iteration 42Q: 3 clusters Score -1.057492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10574919.000000 Penalty: 1101.907959
	Iteration 43Q: 3 clusters Score -1.057492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181270 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10574915.000000 Penalty: 1101.907959
	Iteration 44Q: 3 clusters Score -1.057492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181270 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10574915.000000 Penalty: 1101.907959
	Iteration 45F: 3 clusters Score -1.057492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (131402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131402 members 
Entering Unmasked Estep 
Score: -7845332.500000 Penalty: 536.263733
	Iteration 0F: 2 clusters Score -7845332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -7762450.000000 Penalty: 1072.527466
	Iteration 0F: 3 clusters Score -7762450 nChanged 64572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -7803549.000000 Penalty: 1072.527466
	Iteration 1F: 3 clusters Score -7803549 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -7808217.500000 Penalty: 1072.527466
	Iteration 2F: 3 clusters Score -7808218 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -7815040.000000 Penalty: 1072.527466
	Iteration 3F: 3 clusters Score -7815040 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -7823981.000000 Penalty: 1072.527466
	Iteration 4F: 3 clusters Score -7823981 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -7833040.500000 Penalty: 1072.527466
	Iteration 5F: 3 clusters Score -7833040 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122074 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -7840251.500000 Penalty: 1072.527466
	Iteration 6F: 3 clusters Score -7840252 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7843660.000000 Penalty: 1072.527466
	Iteration 7Q: 3 clusters Score -7843660 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129579 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7844852.500000 Penalty: 1072.527466
	Iteration 8Q: 3 clusters Score -7844852 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7844918.500000 Penalty: 1072.527466
	Iteration 9Q: 3 clusters Score -7844918 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7844966.000000 Penalty: 1072.527466
	Iteration 10Q: 3 clusters Score -7844966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131162 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7844965.000000 Penalty: 1072.527466
	Iteration 11Q: 3 clusters Score -7844965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7844979.500000 Penalty: 1072.527466
	Iteration 12Q: 3 clusters Score -7844980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7844994.000000 Penalty: 1072.527466
	Iteration 13Q: 3 clusters Score -7844994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7844992.000000 Penalty: 1072.527466
	Iteration 14Q: 3 clusters Score -7844992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7844991.500000 Penalty: 1072.527466
	Iteration 15Q: 3 clusters Score -7844992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7844988.000000 Penalty: 1072.527466
	Iteration 16Q: 3 clusters Score -7844988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7844990.000000 Penalty: 1072.527466
	Iteration 17Q: 3 clusters Score -7844990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7844992.500000 Penalty: 1072.527466
	Iteration 18Q: 3 clusters Score -7844992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131236 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7844987.500000 Penalty: 1072.527466
	Iteration 19Q: 3 clusters Score -7844988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7844992.500000 Penalty: 1072.527466
	Iteration 20F: 3 clusters Score -7844992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7844988.500000 Penalty: 1072.527466
	Iteration 21Q: 3 clusters Score -7844988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7844988.500000 Penalty: 1072.527466
	Iteration 22F: 3 clusters Score -7844988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -77172.476562 Penalty: 329.547302
	Iteration 0F: 2 clusters Score -77172.48 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 692 members 
Entering Unmasked Estep 
Score: -76134.171875 Penalty: 659.094604
	Iteration 0F: 3 clusters Score -76134.17 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -76428.882812 Penalty: 659.094604
	Iteration 1F: 3 clusters Score -76428.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -76494.812500 Penalty: 659.094604
	Iteration 2F: 3 clusters Score -76494.81 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -76567.289062 Penalty: 659.094604
	Iteration 3F: 3 clusters Score -76567.29 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -76618.023438 Penalty: 659.094604
	Iteration 4F: 3 clusters Score -76618.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -76657.000000 Penalty: 659.094604
	Iteration 5Q: 3 clusters Score -76657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -76683.140625 Penalty: 659.094604
	Iteration 6Q: 3 clusters Score -76683.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -76707.078125 Penalty: 659.094604
	Iteration 7Q: 3 clusters Score -76707.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -76728.578125 Penalty: 659.094604
	Iteration 8Q: 3 clusters Score -76728.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -76747.242188 Penalty: 659.094604
	Iteration 9Q: 3 clusters Score -76747.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -76759.554688 Penalty: 659.094604
	Iteration 10Q: 3 clusters Score -76759.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76770.812500 Penalty: 659.094604
	Iteration 11Q: 3 clusters Score -76770.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76777.804688 Penalty: 659.094604
	Iteration 12Q: 3 clusters Score -76777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -76779.515625 Penalty: 659.094604
	Iteration 13Q: 3 clusters Score -76779.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -76781.531250 Penalty: 659.094604
	Iteration 14Q: 3 clusters Score -76781.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76782.523438 Penalty: 659.094604
	Iteration 15Q: 3 clusters Score -76782.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76782.796875 Penalty: 659.094604
	Iteration 16Q: 3 clusters Score -76782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -76782.812500 Penalty: 659.094604
	Iteration 17Q: 3 clusters Score -76782.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76782.882812 Penalty: 659.094604
	Iteration 18Q: 3 clusters Score -76782.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76782.882812 Penalty: 659.094604
	Iteration 19F: 3 clusters Score -76782.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1820.935303 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1820.935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1864.655640 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1864.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -48834.378906 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -48834.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -48130.777344 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -48130.78 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48769.253906 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -48769.25 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49261.597656 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -49261.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49437.511719 Penalty: 613.279602
	Iteration 3F: 3 clusters Score -49437.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -49462.484375 Penalty: 613.279602
	Iteration 4Q: 3 clusters Score -49462.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -49475.730469 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -49475.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -49478.382812 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -49478.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -49481.582031 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -49481.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -49481.757812 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -49481.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -49482.242188 Penalty: 613.279602
	Iteration 9Q: 3 clusters Score -49482.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -49482.242188 Penalty: 613.279602
	Iteration 10F: 3 clusters Score -49482.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 12046 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14348 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181476 members 
Mstep: Class 23 contains 131402 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 760 members 
Mstep: Class 27 contains 1007 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 85 members 
Entering Unmasked Estep 
Score: -23056304.000000 Penalty: 17048.580078
Splitting cluster 26 changes total score from -23055314.000000 to -23056304.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -53245.988281 Penalty: 314.620270
	Iteration 0F: 2 clusters Score -53245.99 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 514 members 
Entering Unmasked Estep 
Score: -52436.132812 Penalty: 629.240540
	Iteration 0F: 3 clusters Score -52436.13 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -52742.660156 Penalty: 629.240540
	Iteration 1F: 3 clusters Score -52742.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -52809.648438 Penalty: 629.240540
	Iteration 2F: 3 clusters Score -52809.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -52860.414062 Penalty: 629.240540
	Iteration 3F: 3 clusters Score -52860.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -52897.765625 Penalty: 629.240540
	Iteration 4Q: 3 clusters Score -52897.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -52929.464844 Penalty: 629.240540
	Iteration 5Q: 3 clusters Score -52929.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -52948.609375 Penalty: 629.240540
	Iteration 6Q: 3 clusters Score -52948.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -52971.117188 Penalty: 629.240540
	Iteration 7Q: 3 clusters Score -52971.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -52991.132812 Penalty: 629.240540
	Iteration 8Q: 3 clusters Score -52991.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53002.898438 Penalty: 629.240540
	Iteration 9Q: 3 clusters Score -53002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53010.421875 Penalty: 629.240540
	Iteration 10Q: 3 clusters Score -53010.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -53015.117188 Penalty: 629.240540
	Iteration 11Q: 3 clusters Score -53015.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53020.167969 Penalty: 629.240540
	Iteration 12Q: 3 clusters Score -53020.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -53024.679688 Penalty: 629.240540
	Iteration 13Q: 3 clusters Score -53024.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -53027.863281 Penalty: 629.240540
	Iteration 14Q: 3 clusters Score -53027.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -53028.652344 Penalty: 629.240540
	Iteration 15Q: 3 clusters Score -53028.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -53028.968750 Penalty: 629.240540
	Iteration 16Q: 3 clusters Score -53028.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53030.582031 Penalty: 629.240540
	Iteration 17Q: 3 clusters Score -53030.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -53030.886719 Penalty: 629.240540
	Iteration 18Q: 3 clusters Score -53030.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -53030.886719 Penalty: 629.240540
	Iteration 19F: 3 clusters Score -53030.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 12046 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14348 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181476 members 
Mstep: Class 23 contains 131402 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 760 members 
Mstep: Class 27 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056432.000000 Penalty: 17048.580078
Iteration 119Q: 30 clusters Score -2.305643e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 12050 members 
Mstep: Class 10 contains 30718 members 
Mstep: Class 11 contains 3821 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14260 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 984 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181482 members 
Mstep: Class 23 contains 131405 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 852 members 
Mstep: Class 27 contains 1008 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056530.000000 Penalty: 17048.580078
Iteration 120F: 30 clusters Score -2.305653e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1719 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 204 members 
Mstep: Class 7 contains 1154 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 12052 members 
Mstep: Class 10 contains 30697 members 
Mstep: Class 11 contains 3812 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 14230 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 984 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181487 members 
Mstep: Class 23 contains 131396 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056660.000000 Penalty: 17048.580078
Iteration 121Q: 30 clusters Score -2.305666e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1714 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 4907 members 
Mstep: Class 9 contains 12058 members 
Mstep: Class 10 contains 30678 members 
Mstep: Class 11 contains 3811 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 5987 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 251 members 
Mstep: Class 16 contains 14236 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 982 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181477 members 
Mstep: Class 23 contains 131377 members 
Mstep: Class 24 contains 1413 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 1346 members 
Mstep: Class 29 contains 77 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056732.000000 Penalty: 17048.580078
Iteration 122Q: 30 clusters Score -2.305673e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1714 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 208 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 12067 members 
Mstep: Class 10 contains 30675 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5978 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 14224 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181474 members 
Mstep: Class 23 contains 131370 members 
Mstep: Class 24 contains 1418 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 77 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056780.000000 Penalty: 17048.580078
Iteration 123Q: 30 clusters Score -2.305678e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1711 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 12074 members 
Mstep: Class 10 contains 30669 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14216 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 983 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181468 members 
Mstep: Class 23 contains 131352 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056800.000000 Penalty: 17048.580078
Iteration 124Q: 30 clusters Score -2.30568e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1707 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 30666 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 288 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 985 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181465 members 
Mstep: Class 23 contains 131346 members 
Mstep: Class 24 contains 1427 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056842.000000 Penalty: 17048.580078
Iteration 125Q: 30 clusters Score -2.305684e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 30667 members 
Mstep: Class 11 contains 3807 members 
Mstep: Class 12 contains 288 members 
Mstep: Class 13 contains 5948 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181465 members 
Mstep: Class 23 contains 131323 members 
Mstep: Class 24 contains 1429 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056822.000000 Penalty: 17048.580078
Iteration 126Q: 30 clusters Score -2.305682e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1698 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 12093 members 
Mstep: Class 10 contains 30671 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14204 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181464 members 
Mstep: Class 23 contains 131310 members 
Mstep: Class 24 contains 1433 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 1333 members 
Mstep: Class 29 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056892.000000 Penalty: 17048.580078
Iteration 127Q: 30 clusters Score -2.305689e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 12099 members 
Mstep: Class 10 contains 30674 members 
Mstep: Class 11 contains 3807 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14207 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181464 members 
Mstep: Class 23 contains 131289 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1331 members 
Mstep: Class 29 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056936.000000 Penalty: 17048.580078
Iteration 128Q: 30 clusters Score -2.305694e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1692 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 12109 members 
Mstep: Class 10 contains 30684 members 
Mstep: Class 11 contains 3809 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5918 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14203 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 991 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181454 members 
Mstep: Class 23 contains 131286 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056916.000000 Penalty: 17048.580078
Iteration 129Q: 30 clusters Score -2.305692e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 5054 members 
Mstep: Class 9 contains 12120 members 
Mstep: Class 10 contains 30689 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5912 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14196 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181453 members 
Mstep: Class 23 contains 131284 members 
Mstep: Class 24 contains 1433 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056948.000000 Penalty: 17048.580078
Iteration 130Q: 30 clusters Score -2.305695e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1686 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 12136 members 
Mstep: Class 10 contains 30693 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5906 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14193 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181455 members 
Mstep: Class 23 contains 131272 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056950.000000 Penalty: 17048.580078
Iteration 131Q: 30 clusters Score -2.305695e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1686 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 12152 members 
Mstep: Class 10 contains 30690 members 
Mstep: Class 11 contains 3801 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5896 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14190 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181446 members 
Mstep: Class 23 contains 131270 members 
Mstep: Class 24 contains 1438 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056954.000000 Penalty: 17048.580078
Iteration 132Q: 30 clusters Score -2.305695e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 12168 members 
Mstep: Class 10 contains 30703 members 
Mstep: Class 11 contains 3801 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5880 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14189 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181443 members 
Mstep: Class 23 contains 131266 members 
Mstep: Class 24 contains 1438 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056938.000000 Penalty: 17048.580078
Iteration 133Q: 30 clusters Score -2.305694e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1683 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 12176 members 
Mstep: Class 10 contains 30710 members 
Mstep: Class 11 contains 3799 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14184 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181450 members 
Mstep: Class 23 contains 131265 members 
Mstep: Class 24 contains 1438 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056932.000000 Penalty: 17048.580078
Iteration 134Q: 30 clusters Score -2.305693e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 30714 members 
Mstep: Class 11 contains 3798 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5848 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14180 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181450 members 
Mstep: Class 23 contains 131264 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056938.000000 Penalty: 17048.580078
Iteration 135Q: 30 clusters Score -2.305694e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 12207 members 
Mstep: Class 10 contains 30714 members 
Mstep: Class 11 contains 3797 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5831 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14178 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181452 members 
Mstep: Class 23 contains 131260 members 
Mstep: Class 24 contains 1438 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056942.000000 Penalty: 17048.580078
Iteration 136Q: 30 clusters Score -2.305694e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 12217 members 
Mstep: Class 10 contains 30713 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14178 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181447 members 
Mstep: Class 23 contains 131261 members 
Mstep: Class 24 contains 1437 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056926.000000 Penalty: 17048.580078
Iteration 137Q: 30 clusters Score -2.305693e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 12221 members 
Mstep: Class 10 contains 30707 members 
Mstep: Class 11 contains 3795 members 
Mstep: Class 12 contains 286 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14181 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181424 members 
Mstep: Class 23 contains 131267 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056980.000000 Penalty: 17048.580078
Iteration 138Q: 30 clusters Score -2.305698e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 10 contains 30696 members 
Mstep: Class 11 contains 3795 members 
Mstep: Class 12 contains 286 members 
Mstep: Class 13 contains 5798 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14182 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181411 members 
Mstep: Class 23 contains 131268 members 
Mstep: Class 24 contains 1435 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 998 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056976.000000 Penalty: 17048.580078
Iteration 139Q: 30 clusters Score -2.305698e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 12228 members 
Mstep: Class 10 contains 30679 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 5786 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 14183 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181389 members 
Mstep: Class 23 contains 131273 members 
Mstep: Class 24 contains 1435 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23056978.000000 Penalty: 17048.580078
Iteration 140F: 30 clusters Score -2.305698e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1664 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 30653 members 
Mstep: Class 11 contains 3795 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 14186 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181372 members 
Mstep: Class 23 contains 131270 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057030.000000 Penalty: 17048.580078
Iteration 141Q: 30 clusters Score -2.305703e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1658 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 5357 members 
Mstep: Class 9 contains 12240 members 
Mstep: Class 10 contains 30626 members 
Mstep: Class 11 contains 3794 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 14193 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181351 members 
Mstep: Class 23 contains 131268 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057032.000000 Penalty: 17048.580078
Iteration 142Q: 30 clusters Score -2.305703e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 12244 members 
Mstep: Class 10 contains 30595 members 
Mstep: Class 11 contains 3793 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 14202 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181336 members 
Mstep: Class 23 contains 131267 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 992 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057072.000000 Penalty: 17048.580078
Iteration 143Q: 30 clusters Score -2.305707e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1641 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 30576 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 14207 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181310 members 
Mstep: Class 23 contains 131266 members 
Mstep: Class 24 contains 1433 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057042.000000 Penalty: 17048.580078
Iteration 144Q: 30 clusters Score -2.305704e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 30566 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 4588 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14216 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181270 members 
Mstep: Class 23 contains 131263 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057046.000000 Penalty: 17048.580078
Iteration 145Q: 30 clusters Score -2.305705e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 5582 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 30545 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 283 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14223 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181236 members 
Mstep: Class 23 contains 131268 members 
Mstep: Class 24 contains 1433 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057072.000000 Penalty: 17048.580078
Iteration 146Q: 30 clusters Score -2.305707e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 30538 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 282 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14227 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181209 members 
Mstep: Class 23 contains 131268 members 
Mstep: Class 24 contains 1430 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057078.000000 Penalty: 17048.580078
Iteration 147Q: 30 clusters Score -2.305708e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 12252 members 
Mstep: Class 10 contains 30533 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 283 members 
Mstep: Class 13 contains 5726 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14232 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181191 members 
Mstep: Class 23 contains 131263 members 
Mstep: Class 24 contains 1429 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057142.000000 Penalty: 17048.580078
Iteration 148Q: 30 clusters Score -2.305714e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1589 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 12259 members 
Mstep: Class 10 contains 30527 members 
Mstep: Class 11 contains 3789 members 
Mstep: Class 12 contains 283 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14239 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181165 members 
Mstep: Class 23 contains 131259 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057112.000000 Penalty: 17048.580078
Iteration 149Q: 30 clusters Score -2.305711e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 30521 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 282 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14247 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181134 members 
Mstep: Class 23 contains 131253 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057152.000000 Penalty: 17048.580078
Iteration 150Q: 30 clusters Score -2.305715e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 12282 members 
Mstep: Class 10 contains 30518 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14254 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181109 members 
Mstep: Class 23 contains 131234 members 
Mstep: Class 24 contains 1428 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057144.000000 Penalty: 17048.580078
Iteration 151Q: 30 clusters Score -2.305714e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1132 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 30534 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 5649 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14260 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181079 members 
Mstep: Class 23 contains 131218 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 998 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057220.000000 Penalty: 17048.580078
Iteration 152Q: 30 clusters Score -2.305722e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 12299 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 4540 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14262 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181043 members 
Mstep: Class 23 contains 131218 members 
Mstep: Class 24 contains 1428 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057204.000000 Penalty: 17048.580078
Iteration 153Q: 30 clusters Score -2.30572e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 5941 members 
Mstep: Class 9 contains 12299 members 
Mstep: Class 10 contains 30593 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 5597 members 
Mstep: Class 14 contains 4540 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14262 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 181023 members 
Mstep: Class 23 contains 131208 members 
Mstep: Class 24 contains 1429 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 1007 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057226.000000 Penalty: 17048.580078
Iteration 154Q: 30 clusters Score -2.305723e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 5969 members 
Mstep: Class 9 contains 12299 members 
Mstep: Class 10 contains 30616 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14259 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180996 members 
Mstep: Class 23 contains 131209 members 
Mstep: Class 24 contains 1430 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 1010 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057206.000000 Penalty: 17048.580078
Iteration 155Q: 30 clusters Score -2.305721e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 6000 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 30624 members 
Mstep: Class 11 contains 3782 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14260 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180971 members 
Mstep: Class 23 contains 131212 members 
Mstep: Class 24 contains 1433 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057184.000000 Penalty: 17048.580078
Iteration 156Q: 30 clusters Score -2.305718e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 30636 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5542 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14263 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180939 members 
Mstep: Class 23 contains 131211 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 1010 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057178.000000 Penalty: 17048.580078
Iteration 157Q: 30 clusters Score -2.305718e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 12314 members 
Mstep: Class 10 contains 30646 members 
Mstep: Class 11 contains 3779 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5519 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14264 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180906 members 
Mstep: Class 23 contains 131215 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1002 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057148.000000 Penalty: 17048.580078
Iteration 158Q: 30 clusters Score -2.305715e+07 nChanged 158
Entering ConstructFrom: 
Score: -23057148.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -7669.114746 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -7669.115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7422.677734 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7422.678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7504.284668 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7504.285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7554.291016 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7554.291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7599.423340 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -7599.423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7623.605957 Penalty: 472.052094
	Iteration 4F: 3 clusters Score -7623.606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7640.213867 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -7640.214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7642.064453 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -7642.064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7642.064453 Penalty: 472.052094
	Iteration 7F: 3 clusters Score -7642.064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -79664.343750 Penalty: 333.622803
	Iteration 0F: 2 clusters Score -79664.34 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 776 members 
Entering Unmasked Estep 
Score: -78524.757812 Penalty: 667.245605
	Iteration 0F: 3 clusters Score -78524.76 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -78848.265625 Penalty: 667.245605
	Iteration 1F: 3 clusters Score -78848.27 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78931.460938 Penalty: 667.245605
	Iteration 2F: 3 clusters Score -78931.46 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -79000.781250 Penalty: 667.245605
	Iteration 3F: 3 clusters Score -79000.78 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -79071.914062 Penalty: 667.245605
	Iteration 4F: 3 clusters Score -79071.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -79119.984375 Penalty: 667.245605
	Iteration 5Q: 3 clusters Score -79119.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -79150.171875 Penalty: 667.245605
	Iteration 6Q: 3 clusters Score -79150.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -79177.234375 Penalty: 667.245605
	Iteration 7Q: 3 clusters Score -79177.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -79198.734375 Penalty: 667.245605
	Iteration 8Q: 3 clusters Score -79198.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -79214.210938 Penalty: 667.245605
	Iteration 9Q: 3 clusters Score -79214.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -79224.429688 Penalty: 667.245605
	Iteration 10Q: 3 clusters Score -79224.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -79227.148438 Penalty: 667.245605
	Iteration 11Q: 3 clusters Score -79227.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -79229.859375 Penalty: 667.245605
	Iteration 12Q: 3 clusters Score -79229.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -79233.289062 Penalty: 667.245605
	Iteration 13Q: 3 clusters Score -79233.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -79237.757812 Penalty: 667.245605
	Iteration 14Q: 3 clusters Score -79237.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -79239.671875 Penalty: 667.245605
	Iteration 15Q: 3 clusters Score -79239.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -79240.429688 Penalty: 667.245605
	Iteration 16Q: 3 clusters Score -79240.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -79240.851562 Penalty: 667.245605
	Iteration 17Q: 3 clusters Score -79240.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -79241.101562 Penalty: 667.245605
	Iteration 18Q: 3 clusters Score -79241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -79241.828125 Penalty: 667.245605
	Iteration 19Q: 3 clusters Score -79241.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -79241.992188 Penalty: 667.245605
	Iteration 20F: 3 clusters Score -79241.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -79242.812500 Penalty: 667.245605
	Iteration 21Q: 3 clusters Score -79242.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -79243.601562 Penalty: 667.245605
	Iteration 22Q: 3 clusters Score -79243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -79244.515625 Penalty: 667.245605
	Iteration 23Q: 3 clusters Score -79244.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -79244.828125 Penalty: 667.245605
	Iteration 24Q: 3 clusters Score -79244.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -79245.984375 Penalty: 667.245605
	Iteration 25Q: 3 clusters Score -79245.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -79247.070312 Penalty: 667.245605
	Iteration 26Q: 3 clusters Score -79247.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -79248.460938 Penalty: 667.245605
	Iteration 27Q: 3 clusters Score -79248.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -79249.882812 Penalty: 667.245605
	Iteration 28Q: 3 clusters Score -79249.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -79251.062500 Penalty: 667.245605
	Iteration 29Q: 3 clusters Score -79251.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -79253.617188 Penalty: 667.245605
	Iteration 30Q: 3 clusters Score -79253.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -79256.656250 Penalty: 667.245605
	Iteration 31Q: 3 clusters Score -79256.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -79264.492188 Penalty: 667.245605
	Iteration 32Q: 3 clusters Score -79264.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -79279.281250 Penalty: 667.245605
	Iteration 33Q: 3 clusters Score -79279.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -79291.843750 Penalty: 667.245605
	Iteration 34Q: 3 clusters Score -79291.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -79301.054688 Penalty: 667.245605
	Iteration 35Q: 3 clusters Score -79301.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -79308.445312 Penalty: 667.245605
	Iteration 36Q: 3 clusters Score -79308.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -79316.328125 Penalty: 667.245605
	Iteration 37Q: 3 clusters Score -79316.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -79320.609375 Penalty: 667.245605
	Iteration 38Q: 3 clusters Score -79320.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -79326.382812 Penalty: 667.245605
	Iteration 39Q: 3 clusters Score -79326.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -79331.609375 Penalty: 667.245605
	Iteration 40F: 3 clusters Score -79331.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -79337.593750 Penalty: 667.245605
	Iteration 41Q: 3 clusters Score -79337.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -79347.007812 Penalty: 667.245605
	Iteration 42Q: 3 clusters Score -79347.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -79349.585938 Penalty: 667.245605
	Iteration 43Q: 3 clusters Score -79349.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -79350.992188 Penalty: 667.245605
	Iteration 44Q: 3 clusters Score -79350.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -79354.023438 Penalty: 667.245605
	Iteration 45Q: 3 clusters Score -79354.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -79357.531250 Penalty: 667.245605
	Iteration 46Q: 3 clusters Score -79357.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -79359.523438 Penalty: 667.245605
	Iteration 47Q: 3 clusters Score -79359.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -79360.312500 Penalty: 667.245605
	Iteration 48Q: 3 clusters Score -79360.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -79362.062500 Penalty: 667.245605
	Iteration 49Q: 3 clusters Score -79362.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -79362.578125 Penalty: 667.245605
	Iteration 50Q: 3 clusters Score -79362.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -79362.578125 Penalty: 667.245605
	Iteration 51F: 3 clusters Score -79362.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92901.742188 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92901.74 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -93291.054688 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93291.05 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -93352.992188 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93352.99 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -93406.562500 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -93406.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -93438.507812 Penalty: 676.194336
	Iteration 4Q: 3 clusters Score -93438.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -93468.101562 Penalty: 676.194336
	Iteration 5Q: 3 clusters Score -93468.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -93497.000000 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -93526.773438 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93526.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -93578.226562 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93578.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -93620.132812 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93620.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -93648.273438 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93648.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -93673.406250 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93673.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -93697.507812 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93697.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -93715.179688 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93715.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -93729.843750 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93729.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -93748.664062 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93748.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -93779.726562 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93779.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -93807.726562 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93807.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -93831.328125 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93831.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -93847.937500 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93847.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -93860.625000 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93860.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -93870.351562 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93870.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -93886.953125 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93886.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -93894.726562 Penalty: 676.194336
	Iteration 23Q: 3 clusters Score -93894.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -93898.617188 Penalty: 676.194336
	Iteration 24Q: 3 clusters Score -93898.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -93901.992188 Penalty: 676.194336
	Iteration 25Q: 3 clusters Score -93901.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -93903.882812 Penalty: 676.194336
	Iteration 26Q: 3 clusters Score -93903.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -93905.414062 Penalty: 676.194336
	Iteration 27Q: 3 clusters Score -93905.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -93909.312500 Penalty: 676.194336
	Iteration 28Q: 3 clusters Score -93909.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -93913.156250 Penalty: 676.194336
	Iteration 29Q: 3 clusters Score -93913.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -93918.781250 Penalty: 676.194336
	Iteration 30Q: 3 clusters Score -93918.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -93924.984375 Penalty: 676.194336
	Iteration 31Q: 3 clusters Score -93924.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -93929.953125 Penalty: 676.194336
	Iteration 32Q: 3 clusters Score -93929.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -93930.968750 Penalty: 676.194336
	Iteration 33Q: 3 clusters Score -93930.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -93931.250000 Penalty: 676.194336
	Iteration 34Q: 3 clusters Score -93931.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -93931.250000 Penalty: 676.194336
	Iteration 35F: 3 clusters Score -93931.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6471.870605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6471.871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6259.918457 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6259.918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6317.683105 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6317.683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6342.302734 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6342.303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6357.571289 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6357.571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6373.828613 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6373.829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6375.658203 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6375.658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6376.337891 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6376.338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6376.337891 Penalty: 442.945648
	Iteration 7F: 3 clusters Score -6376.338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -20726.863281 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20726.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20342.445312 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20342.45 nChanged 112
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: -20415.531250 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20415.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20445.242188 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20445.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20459.050781 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -20459.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20463.513672 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -20463.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20469.187500 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -20469.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20472.070312 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -20472.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20473.908203 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -20473.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20475.707031 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -20475.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20477.322266 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -20477.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20480.386719 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -20480.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20482.125000 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -20482.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20483.753906 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -20483.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20485.527344 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -20485.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20486.492188 Penalty: 531.762573
	Iteration 14Q: 3 clusters Score -20486.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20486.492188 Penalty: 531.762573
	Iteration 15F: 3 clusters Score -20486.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -11603.007812 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -11603.01 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 107 members 
Entering Unmasked Estep 
Score: -11296.066406 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -11296.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11361.687500 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -11361.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11381.972656 Penalty: 489.989075
	Iteration 2Q: 3 clusters Score -11381.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11391.459961 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -11391.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11394.931641 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -11394.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11396.663086 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -11396.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11399.229492 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -11399.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11405.131836 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -11405.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11412.427734 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -11412.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11425.401367 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -11425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11427.543945 Penalty: 489.989075
	Iteration 10Q: 3 clusters Score -11427.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11427.543945 Penalty: 489.989075
	Iteration 11F: 3 clusters Score -11427.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -66366.695312 Penalty: 320.622437
	Iteration 0F: 2 clusters Score -66366.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -65456.011719 Penalty: 641.244873
	Iteration 0F: 3 clusters Score -65456.01 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -65731.406250 Penalty: 641.244873
	Iteration 1F: 3 clusters Score -65731.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -65782.265625 Penalty: 641.244873
	Iteration 2F: 3 clusters Score -65782.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -65816.062500 Penalty: 641.244873
	Iteration 3F: 3 clusters Score -65816.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -65868.648438 Penalty: 641.244873
	Iteration 4Q: 3 clusters Score -65868.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -65918.921875 Penalty: 641.244873
	Iteration 5F: 3 clusters Score -65918.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -65942.148438 Penalty: 641.244873
	Iteration 6Q: 3 clusters Score -65942.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -65970.835938 Penalty: 641.244873
	Iteration 7Q: 3 clusters Score -65970.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -66009.695312 Penalty: 641.244873
	Iteration 8Q: 3 clusters Score -66009.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -66038.109375 Penalty: 641.244873
	Iteration 9Q: 3 clusters Score -66038.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -66056.218750 Penalty: 641.244873
	Iteration 10Q: 3 clusters Score -66056.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -66067.640625 Penalty: 641.244873
	Iteration 11Q: 3 clusters Score -66067.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -66078.039062 Penalty: 641.244873
	Iteration 12Q: 3 clusters Score -66078.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -66089.156250 Penalty: 641.244873
	Iteration 13Q: 3 clusters Score -66089.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -66097.062500 Penalty: 641.244873
	Iteration 14Q: 3 clusters Score -66097.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -66099.023438 Penalty: 641.244873
	Iteration 15Q: 3 clusters Score -66099.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -66099.539062 Penalty: 641.244873
	Iteration 16Q: 3 clusters Score -66099.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -66100.757812 Penalty: 641.244873
	Iteration 17Q: 3 clusters Score -66100.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -66102.296875 Penalty: 641.244873
	Iteration 18Q: 3 clusters Score -66102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -66103.796875 Penalty: 641.244873
	Iteration 19Q: 3 clusters Score -66103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -66103.851562 Penalty: 641.244873
	Iteration 20F: 3 clusters Score -66103.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -335111.937500 Penalty: 396.609833
	Iteration 0F: 2 clusters Score -335111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -331024.437500 Penalty: 793.219666
	Iteration 0F: 3 clusters Score -331024.4 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -332604.187500 Penalty: 793.219666
	Iteration 1F: 3 clusters Score -332604.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -332712.406250 Penalty: 793.219666
	Iteration 2Q: 3 clusters Score -332712.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -332823.812500 Penalty: 793.219666
	Iteration 3Q: 3 clusters Score -332823.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -332984.312500 Penalty: 793.219666
	Iteration 4Q: 3 clusters Score -332984.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -333208.875000 Penalty: 793.219666
	Iteration 5Q: 3 clusters Score -333208.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -333517.281250 Penalty: 793.219666
	Iteration 6F: 3 clusters Score -333517.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -333840.187500 Penalty: 793.219666
	Iteration 7F: 3 clusters Score -333840.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -334170.000000 Penalty: 793.219666
	Iteration 8F: 3 clusters Score -334170 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -334406.656250 Penalty: 793.219666
	Iteration 9F: 3 clusters Score -334406.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -334564.625000 Penalty: 793.219666
	Iteration 10Q: 3 clusters Score -334564.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -334643.468750 Penalty: 793.219666
	Iteration 11Q: 3 clusters Score -334643.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -334694.406250 Penalty: 793.219666
	Iteration 12Q: 3 clusters Score -334694.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -334741.875000 Penalty: 793.219666
	Iteration 13Q: 3 clusters Score -334741.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -334781.375000 Penalty: 793.219666
	Iteration 14Q: 3 clusters Score -334781.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -334821.625000 Penalty: 793.219666
	Iteration 15Q: 3 clusters Score -334821.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -334855.593750 Penalty: 793.219666
	Iteration 16Q: 3 clusters Score -334855.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -334891.625000 Penalty: 793.219666
	Iteration 17Q: 3 clusters Score -334891.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -334913.406250 Penalty: 793.219666
	Iteration 18Q: 3 clusters Score -334913.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -334927.375000 Penalty: 793.219666
	Iteration 19Q: 3 clusters Score -334927.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -334938.375000 Penalty: 793.219666
	Iteration 20F: 3 clusters Score -334938.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -334947.781250 Penalty: 793.219666
	Iteration 21Q: 3 clusters Score -334947.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -334954.156250 Penalty: 793.219666
	Iteration 22Q: 3 clusters Score -334954.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -334958.406250 Penalty: 793.219666
	Iteration 23Q: 3 clusters Score -334958.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -334960.250000 Penalty: 793.219666
	Iteration 24Q: 3 clusters Score -334960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -334961.593750 Penalty: 793.219666
	Iteration 25Q: 3 clusters Score -334961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -334962.593750 Penalty: 793.219666
	Iteration 26Q: 3 clusters Score -334962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -334962.437500 Penalty: 793.219666
	Iteration 27Q: 3 clusters Score -334962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -334963.343750 Penalty: 793.219666
	Iteration 28Q: 3 clusters Score -334963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -334963.531250 Penalty: 793.219666
	Iteration 29Q: 3 clusters Score -334963.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -334962.875000 Penalty: 793.219666
	Iteration 30Q: 3 clusters Score -334962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -334962.875000 Penalty: 793.219666
	Iteration 31F: 3 clusters Score -334962.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -714871.687500 Penalty: 428.559845
	Iteration 0F: 2 clusters Score -714871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -706688.187500 Penalty: 857.119690
	Iteration 0F: 3 clusters Score -706688.2 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -710165.437500 Penalty: 857.119690
	Iteration 1F: 3 clusters Score -710165.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -710552.062500 Penalty: 857.119690
	Iteration 2F: 3 clusters Score -710552.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -711106.250000 Penalty: 857.119690
	Iteration 3F: 3 clusters Score -711106.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -711771.312500 Penalty: 857.119690
	Iteration 4F: 3 clusters Score -711771.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -712337.937500 Penalty: 857.119690
	Iteration 5F: 3 clusters Score -712337.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -712624.875000 Penalty: 857.119690
	Iteration 6Q: 3 clusters Score -712624.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -712733.812500 Penalty: 857.119690
	Iteration 7Q: 3 clusters Score -712733.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -712786.250000 Penalty: 857.119690
	Iteration 8Q: 3 clusters Score -712786.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -712828.312500 Penalty: 857.119690
	Iteration 9Q: 3 clusters Score -712828.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -712874.812500 Penalty: 857.119690
	Iteration 10Q: 3 clusters Score -712874.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -712914.875000 Penalty: 857.119690
	Iteration 11Q: 3 clusters Score -712914.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -712962.500000 Penalty: 857.119690
	Iteration 12Q: 3 clusters Score -712962.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -713018.062500 Penalty: 857.119690
	Iteration 13Q: 3 clusters Score -713018.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -713077.875000 Penalty: 857.119690
	Iteration 14Q: 3 clusters Score -713077.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -713143.937500 Penalty: 857.119690
	Iteration 15Q: 3 clusters Score -713143.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -713218.625000 Penalty: 857.119690
	Iteration 16Q: 3 clusters Score -713218.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -713304.562500 Penalty: 857.119690
	Iteration 17Q: 3 clusters Score -713304.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -713400.250000 Penalty: 857.119690
	Iteration 18Q: 3 clusters Score -713400.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -713515.437500 Penalty: 857.119690
	Iteration 19Q: 3 clusters Score -713515.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -713627.187500 Penalty: 857.119690
	Iteration 20F: 3 clusters Score -713627.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -713751.312500 Penalty: 857.119690
	Iteration 21Q: 3 clusters Score -713751.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -713885.000000 Penalty: 857.119690
	Iteration 22Q: 3 clusters Score -713885 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -714013.562500 Penalty: 857.119690
	Iteration 23Q: 3 clusters Score -714013.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -714116.312500 Penalty: 857.119690
	Iteration 24Q: 3 clusters Score -714116.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -714202.812500 Penalty: 857.119690
	Iteration 25Q: 3 clusters Score -714202.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -714274.562500 Penalty: 857.119690
	Iteration 26Q: 3 clusters Score -714274.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -714319.375000 Penalty: 857.119690
	Iteration 27Q: 3 clusters Score -714319.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -714345.937500 Penalty: 857.119690
	Iteration 28Q: 3 clusters Score -714345.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -714366.750000 Penalty: 857.119690
	Iteration 29Q: 3 clusters Score -714366.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -714385.750000 Penalty: 857.119690
	Iteration 30Q: 3 clusters Score -714385.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -714402.750000 Penalty: 857.119690
	Iteration 31Q: 3 clusters Score -714402.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -714414.312500 Penalty: 857.119690
	Iteration 32Q: 3 clusters Score -714414.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -714426.312500 Penalty: 857.119690
	Iteration 33Q: 3 clusters Score -714426.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -714441.312500 Penalty: 857.119690
	Iteration 34Q: 3 clusters Score -714441.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -714450.500000 Penalty: 857.119690
	Iteration 35Q: 3 clusters Score -714450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -714460.250000 Penalty: 857.119690
	Iteration 36Q: 3 clusters Score -714460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -714465.187500 Penalty: 857.119690
	Iteration 37Q: 3 clusters Score -714465.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -714470.375000 Penalty: 857.119690
	Iteration 38Q: 3 clusters Score -714470.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -714477.750000 Penalty: 857.119690
	Iteration 39Q: 3 clusters Score -714477.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -714482.875000 Penalty: 857.119690
	Iteration 40F: 3 clusters Score -714482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -714486.687500 Penalty: 857.119690
	Iteration 41Q: 3 clusters Score -714486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -714487.125000 Penalty: 857.119690
	Iteration 42Q: 3 clusters Score -714487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -714489.250000 Penalty: 857.119690
	Iteration 43Q: 3 clusters Score -714489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -714491.375000 Penalty: 857.119690
	Iteration 44Q: 3 clusters Score -714491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -714498.437500 Penalty: 857.119690
	Iteration 45Q: 3 clusters Score -714498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -714504.187500 Penalty: 857.119690
	Iteration 46Q: 3 clusters Score -714504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -714509.812500 Penalty: 857.119690
	Iteration 47Q: 3 clusters Score -714509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -714514.875000 Penalty: 857.119690
	Iteration 48Q: 3 clusters Score -714514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -714514.687500 Penalty: 857.119690
	Iteration 49Q: 3 clusters Score -714514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -714516.000000 Penalty: 857.119690
	Iteration 50Q: 3 clusters Score -714516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -714517.062500 Penalty: 857.119690
	Iteration 51Q: 3 clusters Score -714517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -714518.812500 Penalty: 857.119690
	Iteration 52Q: 3 clusters Score -714518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -714519.187500 Penalty: 857.119690
	Iteration 53Q: 3 clusters Score -714519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -714521.000000 Penalty: 857.119690
	Iteration 54Q: 3 clusters Score -714521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -714521.312500 Penalty: 857.119690
	Iteration 55Q: 3 clusters Score -714521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -714523.812500 Penalty: 857.119690
	Iteration 56Q: 3 clusters Score -714523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -714525.687500 Penalty: 857.119690
	Iteration 57Q: 3 clusters Score -714525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -714527.312500 Penalty: 857.119690
	Iteration 58Q: 3 clusters Score -714527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -714527.500000 Penalty: 857.119690
	Iteration 59Q: 3 clusters Score -714527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -714527.375000 Penalty: 857.119690
	Iteration 60F: 3 clusters Score -714527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -714529.062500 Penalty: 857.119690
	Iteration 61Q: 3 clusters Score -714529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -714531.000000 Penalty: 857.119690
	Iteration 62Q: 3 clusters Score -714531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -714532.625000 Penalty: 857.119690
	Iteration 63Q: 3 clusters Score -714532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -714532.625000 Penalty: 857.119690
	Iteration 64F: 3 clusters Score -714532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Entering Unmasked Estep 
Score: -1718315.750000 Penalty: 470.025238
	Iteration 0F: 2 clusters Score -1718316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1697735.750000 Penalty: 940.050476
	Iteration 0F: 3 clusters Score -1697736 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1706588.625000 Penalty: 940.050476
	Iteration 1F: 3 clusters Score -1706589 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1707567.625000 Penalty: 940.050476
	Iteration 2F: 3 clusters Score -1707568 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1709122.500000 Penalty: 940.050476
	Iteration 3F: 3 clusters Score -1709122 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1711470.875000 Penalty: 940.050476
	Iteration 4F: 3 clusters Score -1711471 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1714329.125000 Penalty: 940.050476
	Iteration 5F: 3 clusters Score -1714329 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1716477.125000 Penalty: 940.050476
	Iteration 6F: 3 clusters Score -1716477 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1717469.500000 Penalty: 940.050476
	Iteration 7Q: 3 clusters Score -1717470 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1717753.375000 Penalty: 940.050476
	Iteration 8Q: 3 clusters Score -1717753 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1717841.625000 Penalty: 940.050476
	Iteration 9Q: 3 clusters Score -1717842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1717871.625000 Penalty: 940.050476
	Iteration 10Q: 3 clusters Score -1717872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1717899.250000 Penalty: 940.050476
	Iteration 11Q: 3 clusters Score -1717899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1717910.500000 Penalty: 940.050476
	Iteration 12Q: 3 clusters Score -1717910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1717911.250000 Penalty: 940.050476
	Iteration 13Q: 3 clusters Score -1717911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1717912.125000 Penalty: 940.050476
	Iteration 14Q: 3 clusters Score -1717912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1717912.500000 Penalty: 940.050476
	Iteration 15Q: 3 clusters Score -1717912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1717912.500000 Penalty: 940.050476
	Iteration 16F: 3 clusters Score -1717912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -230948.078125 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -230948.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -228326.140625 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -228326.1 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -229464.265625 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -229464.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -229671.312500 Penalty: 749.562439
	Iteration 2F: 3 clusters Score -229671.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -229881.656250 Penalty: 749.562439
	Iteration 3F: 3 clusters Score -229881.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -230094.984375 Penalty: 749.562439
	Iteration 4F: 3 clusters Score -230095 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -230282.343750 Penalty: 749.562439
	Iteration 5Q: 3 clusters Score -230282.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -230393.046875 Penalty: 749.562439
	Iteration 6Q: 3 clusters Score -230393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -230423.500000 Penalty: 749.562439
	Iteration 7Q: 3 clusters Score -230423.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -230429.609375 Penalty: 749.562439
	Iteration 8Q: 3 clusters Score -230429.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -230434.546875 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -230434.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -230441.187500 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -230441.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -230447.031250 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -230447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -230451.156250 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -230451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -230455.750000 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -230455.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -230461.031250 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -230461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -230466.093750 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -230466.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -230476.687500 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -230476.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -230483.812500 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -230483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -230490.359375 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -230490.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -230496.937500 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -230496.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -230505.234375 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -230505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -230510.765625 Penalty: 749.562439
	Iteration 21Q: 3 clusters Score -230510.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -230515.515625 Penalty: 749.562439
	Iteration 22Q: 3 clusters Score -230515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -230519.156250 Penalty: 749.562439
	Iteration 23Q: 3 clusters Score -230519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -230522.500000 Penalty: 749.562439
	Iteration 24Q: 3 clusters Score -230522.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -230524.546875 Penalty: 749.562439
	Iteration 25Q: 3 clusters Score -230524.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -230526.296875 Penalty: 749.562439
	Iteration 26Q: 3 clusters Score -230526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -230526.296875 Penalty: 749.562439
	Iteration 27F: 3 clusters Score -230526.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -13009.961914 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -13009.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12686.050781 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -12686.05 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12790.394531 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -12790.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12811.498047 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -12811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12822.960938 Penalty: 512.113525
	Iteration 3Q: 3 clusters Score -12822.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12830.111328 Penalty: 512.113525
	Iteration 4Q: 3 clusters Score -12830.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12834.326172 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -12834.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12835.101562 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -12835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12835.101562 Penalty: 512.113525
	Iteration 7F: 3 clusters Score -12835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Entering Unmasked Estep 
Score: -313534.937500 Penalty: 391.877167
	Iteration 0F: 2 clusters Score -313534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -309786.125000 Penalty: 783.754333
	Iteration 0F: 3 clusters Score -309786.1 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -311256.062500 Penalty: 783.754333
	Iteration 1F: 3 clusters Score -311256.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -311468.812500 Penalty: 783.754333
	Iteration 2F: 3 clusters Score -311468.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -311742.062500 Penalty: 783.754333
	Iteration 3F: 3 clusters Score -311742.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -312065.875000 Penalty: 783.754333
	Iteration 4F: 3 clusters Score -312065.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -312399.281250 Penalty: 783.754333
	Iteration 5F: 3 clusters Score -312399.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -312703.843750 Penalty: 783.754333
	Iteration 6F: 3 clusters Score -312703.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -312942.656250 Penalty: 783.754333
	Iteration 7Q: 3 clusters Score -312942.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -313046.718750 Penalty: 783.754333
	Iteration 8Q: 3 clusters Score -313046.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -313116.500000 Penalty: 783.754333
	Iteration 9Q: 3 clusters Score -313116.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -313145.468750 Penalty: 783.754333
	Iteration 10Q: 3 clusters Score -313145.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -313164.718750 Penalty: 783.754333
	Iteration 11Q: 3 clusters Score -313164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -313172.656250 Penalty: 783.754333
	Iteration 12Q: 3 clusters Score -313172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -313177.875000 Penalty: 783.754333
	Iteration 13Q: 3 clusters Score -313177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -313189.531250 Penalty: 783.754333
	Iteration 14Q: 3 clusters Score -313189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -313191.718750 Penalty: 783.754333
	Iteration 15Q: 3 clusters Score -313191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -313191.718750 Penalty: 783.754333
	Iteration 16F: 3 clusters Score -313191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -255011.000000 Penalty: 382.889801
	Iteration 0F: 2 clusters Score -255011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -251923.031250 Penalty: 765.779602
	Iteration 0F: 3 clusters Score -251923 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -253174.515625 Penalty: 765.779602
	Iteration 1F: 3 clusters Score -253174.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -253386.093750 Penalty: 765.779602
	Iteration 2F: 3 clusters Score -253386.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -253616.484375 Penalty: 765.779602
	Iteration 3F: 3 clusters Score -253616.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -253875.984375 Penalty: 765.779602
	Iteration 4F: 3 clusters Score -253876 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -254142.984375 Penalty: 765.779602
	Iteration 5F: 3 clusters Score -254143 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -254320.953125 Penalty: 765.779602
	Iteration 6Q: 3 clusters Score -254321 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -254446.328125 Penalty: 765.779602
	Iteration 7Q: 3 clusters Score -254446.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -254544.171875 Penalty: 765.779602
	Iteration 8Q: 3 clusters Score -254544.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -254608.953125 Penalty: 765.779602
	Iteration 9Q: 3 clusters Score -254609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -254647.703125 Penalty: 765.779602
	Iteration 10Q: 3 clusters Score -254647.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -254661.062500 Penalty: 765.779602
	Iteration 11Q: 3 clusters Score -254661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -254665.796875 Penalty: 765.779602
	Iteration 12Q: 3 clusters Score -254665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -254670.906250 Penalty: 765.779602
	Iteration 13Q: 3 clusters Score -254670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -254674.390625 Penalty: 765.779602
	Iteration 14Q: 3 clusters Score -254674.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -254677.562500 Penalty: 765.779602
	Iteration 15Q: 3 clusters Score -254677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -254678.906250 Penalty: 765.779602
	Iteration 16Q: 3 clusters Score -254678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -254679.828125 Penalty: 765.779602
	Iteration 17Q: 3 clusters Score -254679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -254681.156250 Penalty: 765.779602
	Iteration 18Q: 3 clusters Score -254681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -254682.671875 Penalty: 765.779602
	Iteration 19Q: 3 clusters Score -254682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -254686.062500 Penalty: 765.779602
	Iteration 20F: 3 clusters Score -254686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -254688.328125 Penalty: 765.779602
	Iteration 21Q: 3 clusters Score -254688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -254690.171875 Penalty: 765.779602
	Iteration 22Q: 3 clusters Score -254690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -254691.515625 Penalty: 765.779602
	Iteration 23Q: 3 clusters Score -254691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -254692.125000 Penalty: 765.779602
	Iteration 24Q: 3 clusters Score -254692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -254692.375000 Penalty: 765.779602
	Iteration 25Q: 3 clusters Score -254692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -254693.390625 Penalty: 765.779602
	Iteration 26Q: 3 clusters Score -254693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -254693.953125 Penalty: 765.779602
	Iteration 27Q: 3 clusters Score -254694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -254694.093750 Penalty: 765.779602
	Iteration 28Q: 3 clusters Score -254694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -254694.093750 Penalty: 765.779602
	Iteration 29F: 3 clusters Score -254694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -11322.496094 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -11322.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11052.935547 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -11052.94 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11150.517578 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -11150.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11190.292969 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -11190.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11219.026367 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -11219.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11250.209961 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -11250.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11275.904297 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -11275.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11303.874023 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -11303.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11357.863281 Penalty: 497.976624
	Iteration 7F: 3 clusters Score -11357.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11432.214844 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -11432.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11464.848633 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -11464.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11467.442383 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -11467.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11467.442383 Penalty: 497.976624
	Iteration 11F: 3 clusters Score -11467.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 30645 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 113 members 
Mstep: Class 16 contains 14273 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180868 members 
Mstep: Class 23 contains 131214 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 125 members 
Entering Unmasked Estep 
Score: -23056936.000000 Penalty: 17636.460938
Splitting cluster 15 changes total score from -23057148.000000 to -23056936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (14273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Entering Unmasked Estep 
Score: -900436.937500 Penalty: 435.258698
	Iteration 0F: 2 clusters Score -900436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -890879.937500 Penalty: 870.517395
	Iteration 0F: 3 clusters Score -890879.9 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -894670.750000 Penalty: 870.517395
	Iteration 1F: 3 clusters Score -894670.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -894889.562500 Penalty: 870.517395
	Iteration 2Q: 3 clusters Score -894889.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -895200.812500 Penalty: 870.517395
	Iteration 3Q: 3 clusters Score -895200.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -895679.562500 Penalty: 870.517395
	Iteration 4F: 3 clusters Score -895679.6 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -896409.187500 Penalty: 870.517395
	Iteration 5F: 3 clusters Score -896409.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -897258.000000 Penalty: 870.517395
	Iteration 6F: 3 clusters Score -897258 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -898067.750000 Penalty: 870.517395
	Iteration 7F: 3 clusters Score -898067.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -898671.375000 Penalty: 870.517395
	Iteration 8F: 3 clusters Score -898671.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -898995.812500 Penalty: 870.517395
	Iteration 9Q: 3 clusters Score -898995.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -899155.937500 Penalty: 870.517395
	Iteration 10Q: 3 clusters Score -899155.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -899235.875000 Penalty: 870.517395
	Iteration 11Q: 3 clusters Score -899235.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -899282.312500 Penalty: 870.517395
	Iteration 12Q: 3 clusters Score -899282.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -899322.562500 Penalty: 870.517395
	Iteration 13Q: 3 clusters Score -899322.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -899368.812500 Penalty: 870.517395
	Iteration 14Q: 3 clusters Score -899368.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -899416.375000 Penalty: 870.517395
	Iteration 15Q: 3 clusters Score -899416.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -899462.875000 Penalty: 870.517395
	Iteration 16Q: 3 clusters Score -899462.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -899516.312500 Penalty: 870.517395
	Iteration 17Q: 3 clusters Score -899516.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -899555.750000 Penalty: 870.517395
	Iteration 18Q: 3 clusters Score -899555.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -899604.125000 Penalty: 870.517395
	Iteration 19Q: 3 clusters Score -899604.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -899648.937500 Penalty: 870.517395
	Iteration 20F: 3 clusters Score -899648.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -899693.187500 Penalty: 870.517395
	Iteration 21Q: 3 clusters Score -899693.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -899729.437500 Penalty: 870.517395
	Iteration 22Q: 3 clusters Score -899729.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -899761.562500 Penalty: 870.517395
	Iteration 23Q: 3 clusters Score -899761.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -899791.125000 Penalty: 870.517395
	Iteration 24Q: 3 clusters Score -899791.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -899820.375000 Penalty: 870.517395
	Iteration 25Q: 3 clusters Score -899820.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -899847.937500 Penalty: 870.517395
	Iteration 26Q: 3 clusters Score -899847.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -899869.437500 Penalty: 870.517395
	Iteration 27Q: 3 clusters Score -899869.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -899889.187500 Penalty: 870.517395
	Iteration 28Q: 3 clusters Score -899889.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -899901.000000 Penalty: 870.517395
	Iteration 29Q: 3 clusters Score -899901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -899914.937500 Penalty: 870.517395
	Iteration 30Q: 3 clusters Score -899914.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -899932.750000 Penalty: 870.517395
	Iteration 31Q: 3 clusters Score -899932.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -899948.750000 Penalty: 870.517395
	Iteration 32Q: 3 clusters Score -899948.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -899967.250000 Penalty: 870.517395
	Iteration 33Q: 3 clusters Score -899967.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -899986.875000 Penalty: 870.517395
	Iteration 34Q: 3 clusters Score -899986.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -900001.250000 Penalty: 870.517395
	Iteration 35Q: 3 clusters Score -900001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -900015.062500 Penalty: 870.517395
	Iteration 36Q: 3 clusters Score -900015.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -900025.937500 Penalty: 870.517395
	Iteration 37Q: 3 clusters Score -900025.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -900039.062500 Penalty: 870.517395
	Iteration 38Q: 3 clusters Score -900039.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -900047.437500 Penalty: 870.517395
	Iteration 39Q: 3 clusters Score -900047.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -900056.875000 Penalty: 870.517395
	Iteration 40F: 3 clusters Score -900056.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -900067.000000 Penalty: 870.517395
	Iteration 41Q: 3 clusters Score -900067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -900080.500000 Penalty: 870.517395
	Iteration 42Q: 3 clusters Score -900080.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -900091.187500 Penalty: 870.517395
	Iteration 43Q: 3 clusters Score -900091.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -900100.250000 Penalty: 870.517395
	Iteration 44Q: 3 clusters Score -900100.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -900102.875000 Penalty: 870.517395
	Iteration 45Q: 3 clusters Score -900102.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -900107.375000 Penalty: 870.517395
	Iteration 46Q: 3 clusters Score -900107.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -900112.562500 Penalty: 870.517395
	Iteration 47Q: 3 clusters Score -900112.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -900113.687500 Penalty: 870.517395
	Iteration 48Q: 3 clusters Score -900113.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -900115.687500 Penalty: 870.517395
	Iteration 49Q: 3 clusters Score -900115.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -900117.125000 Penalty: 870.517395
	Iteration 50Q: 3 clusters Score -900117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -900119.625000 Penalty: 870.517395
	Iteration 51Q: 3 clusters Score -900119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -900119.750000 Penalty: 870.517395
	Iteration 52Q: 3 clusters Score -900119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -900122.875000 Penalty: 870.517395
	Iteration 53Q: 3 clusters Score -900122.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -900123.250000 Penalty: 870.517395
	Iteration 54Q: 3 clusters Score -900123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -900125.875000 Penalty: 870.517395
	Iteration 55Q: 3 clusters Score -900125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -900130.062500 Penalty: 870.517395
	Iteration 56Q: 3 clusters Score -900130.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -900129.500000 Penalty: 870.517395
	Iteration 57Q: 3 clusters Score -900129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -900130.937500 Penalty: 870.517395
	Iteration 58Q: 3 clusters Score -900130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -900129.812500 Penalty: 870.517395
	Iteration 59Q: 3 clusters Score -900129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -900130.562500 Penalty: 870.517395
	Iteration 60F: 3 clusters Score -900130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -900130.250000 Penalty: 870.517395
	Iteration 61Q: 3 clusters Score -900130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -900130.250000 Penalty: 870.517395
	Iteration 62F: 3 clusters Score -900130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -121315.429688 Penalty: 351.220428
	Iteration 0F: 2 clusters Score -121315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -119696.382812 Penalty: 702.440857
	Iteration 0F: 3 clusters Score -119696.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -120208.851562 Penalty: 702.440857
	Iteration 1F: 3 clusters Score -120208.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -120274.414062 Penalty: 702.440857
	Iteration 2F: 3 clusters Score -120274.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -120355.187500 Penalty: 702.440857
	Iteration 3F: 3 clusters Score -120355.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -120474.367188 Penalty: 702.440857
	Iteration 4F: 3 clusters Score -120474.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -120608.070312 Penalty: 702.440857
	Iteration 5F: 3 clusters Score -120608.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -120722.140625 Penalty: 702.440857
	Iteration 6F: 3 clusters Score -120722.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -120818.757812 Penalty: 702.440857
	Iteration 7F: 3 clusters Score -120818.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -120864.015625 Penalty: 702.440857
	Iteration 8Q: 3 clusters Score -120864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -120902.734375 Penalty: 702.440857
	Iteration 9Q: 3 clusters Score -120902.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -120937.273438 Penalty: 702.440857
	Iteration 10Q: 3 clusters Score -120937.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -120961.046875 Penalty: 702.440857
	Iteration 11Q: 3 clusters Score -120961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -120974.843750 Penalty: 702.440857
	Iteration 12Q: 3 clusters Score -120974.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -120982.390625 Penalty: 702.440857
	Iteration 13Q: 3 clusters Score -120982.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -120987.906250 Penalty: 702.440857
	Iteration 14Q: 3 clusters Score -120987.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -120992.546875 Penalty: 702.440857
	Iteration 15Q: 3 clusters Score -120992.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -120996.945312 Penalty: 702.440857
	Iteration 16Q: 3 clusters Score -120996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -121000.226562 Penalty: 702.440857
	Iteration 17Q: 3 clusters Score -121000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -121002.125000 Penalty: 702.440857
	Iteration 18Q: 3 clusters Score -121002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -121004.085938 Penalty: 702.440857
	Iteration 19Q: 3 clusters Score -121004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -121006.148438 Penalty: 702.440857
	Iteration 20F: 3 clusters Score -121006.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -121008.750000 Penalty: 702.440857
	Iteration 21Q: 3 clusters Score -121008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -121011.148438 Penalty: 702.440857
	Iteration 22Q: 3 clusters Score -121011.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -121012.179688 Penalty: 702.440857
	Iteration 23Q: 3 clusters Score -121012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -121013.226562 Penalty: 702.440857
	Iteration 24Q: 3 clusters Score -121013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -121014.203125 Penalty: 702.440857
	Iteration 25Q: 3 clusters Score -121014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -121014.726562 Penalty: 702.440857
	Iteration 26Q: 3 clusters Score -121014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -121015.007812 Penalty: 702.440857
	Iteration 27Q: 3 clusters Score -121015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -121015.710938 Penalty: 702.440857
	Iteration 28Q: 3 clusters Score -121015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -121016.265625 Penalty: 702.440857
	Iteration 29Q: 3 clusters Score -121016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -121016.687500 Penalty: 702.440857
	Iteration 30Q: 3 clusters Score -121016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -121017.125000 Penalty: 702.440857
	Iteration 31Q: 3 clusters Score -121017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -121017.523438 Penalty: 702.440857
	Iteration 32Q: 3 clusters Score -121017.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -121017.570312 Penalty: 702.440857
	Iteration 33Q: 3 clusters Score -121017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -121017.734375 Penalty: 702.440857
	Iteration 34Q: 3 clusters Score -121017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -121017.757812 Penalty: 702.440857
	Iteration 35Q: 3 clusters Score -121017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -121017.937500 Penalty: 702.440857
	Iteration 36Q: 3 clusters Score -121017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -121018.164062 Penalty: 702.440857
	Iteration 37Q: 3 clusters Score -121018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -121018.820312 Penalty: 702.440857
	Iteration 38Q: 3 clusters Score -121018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -121019.156250 Penalty: 702.440857
	Iteration 39Q: 3 clusters Score -121019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -121019.281250 Penalty: 702.440857
	Iteration 40F: 3 clusters Score -121019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54598.289062 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54598.29 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54857.250000 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54857.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54891.070312 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54891.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54917.867188 Penalty: 627.599182
	Iteration 3Q: 3 clusters Score -54917.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54931.207031 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -54931.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54943.593750 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54943.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54955.167969 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -54955.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54965.839844 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -54965.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54972.585938 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -54972.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -54976.105469 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -54976.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -54979.019531 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -54979.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -54980.726562 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -54980.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -54983.082031 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -54983.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54988.429688 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -54988.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -55001.644531 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -55001.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -55018.660156 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -55018.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -55035.949219 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -55035.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -55049.675781 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -55049.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55067.820312 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -55067.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55077.785156 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -55077.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -55091.410156 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55091.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55105.628906 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55105.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55120.304688 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -55120.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55146.566406 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -55146.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55182.738281 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -55182.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55210.820312 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -55210.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -55235.019531 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -55235.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55267.953125 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -55267.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55285.125000 Penalty: 627.599182
	Iteration 28Q: 3 clusters Score -55285.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55306.437500 Penalty: 627.599182
	Iteration 29Q: 3 clusters Score -55306.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55317.132812 Penalty: 627.599182
	Iteration 30Q: 3 clusters Score -55317.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55324.464844 Penalty: 627.599182
	Iteration 31Q: 3 clusters Score -55324.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55328.296875 Penalty: 627.599182
	Iteration 32Q: 3 clusters Score -55328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55332.984375 Penalty: 627.599182
	Iteration 33Q: 3 clusters Score -55332.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55334.933594 Penalty: 627.599182
	Iteration 34Q: 3 clusters Score -55334.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55335.890625 Penalty: 627.599182
	Iteration 35Q: 3 clusters Score -55335.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55337.535156 Penalty: 627.599182
	Iteration 36Q: 3 clusters Score -55337.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55337.902344 Penalty: 627.599182
	Iteration 37Q: 3 clusters Score -55337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55338.128906 Penalty: 627.599182
	Iteration 38Q: 3 clusters Score -55338.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55338.343750 Penalty: 627.599182
	Iteration 39Q: 3 clusters Score -55338.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55338.343750 Penalty: 627.599182
	Iteration 40F: 3 clusters Score -55338.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -76161.460938 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76161.46 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -76481.945312 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76481.95 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -76546.234375 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76546.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -76590.773438 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76590.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -76631.781250 Penalty: 657.054016
	Iteration 4F: 3 clusters Score -76631.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -76666.820312 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76666.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -76697.851562 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76697.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -76723.859375 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76723.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -76752.976562 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76752.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -76796.367188 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76796.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -76839.921875 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76839.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -76879.882812 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76879.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -76910.046875 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76910.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -76922.859375 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76922.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -76931.304688 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -76938.562500 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76938.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -76943.328125 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76943.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -76947.601562 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76947.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -76962.671875 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76962.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -76972.648438 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -76972.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -76975.984375 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -76975.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -76977.757812 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -76977.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -76979.851562 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -76979.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -76982.671875 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -76982.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -76982.671875 Penalty: 657.054016
	Iteration 24F: 3 clusters Score -76982.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7314.554688 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7314.555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7102.452637 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7102.453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7158.265625 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7158.266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7183.046875 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7183.047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7190.189453 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7190.189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7193.389648 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7193.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7194.504395 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7194.504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7195.289551 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7195.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7197.171387 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7197.171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7198.306152 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -7198.306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7202.844238 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -7202.844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7202.844238 Penalty: 454.129395
	Iteration 10F: 3 clusters Score -7202.844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39999.765625 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -39999.77 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40237.542969 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40237.54 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40293.765625 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40293.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40343.699219 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40343.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40400.714844 Penalty: 601.573303
	Iteration 4F: 3 clusters Score -40400.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -40446.324219 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40446.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -40492.421875 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40492.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -40518.953125 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40518.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40525.035156 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40525.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -40527.789062 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40527.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -40529.246094 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40529.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -40529.789062 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40529.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -40530.003906 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -40530.167969 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40530.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -40530.167969 Penalty: 601.573303
	Iteration 14F: 3 clusters Score -40530.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (180868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180868 members 
Entering Unmasked Estep 
Score: -10541464.000000 Penalty: 550.801331
	Iteration 0F: 2 clusters Score -1.054146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -10426697.000000 Penalty: 1101.602661
	Iteration 0F: 3 clusters Score -1.04267e+07 nChanged 89107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -10482151.000000 Penalty: 1101.602661
	Iteration 1F: 3 clusters Score -1.048215e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -10485038.000000 Penalty: 1101.602661
	Iteration 2Q: 3 clusters Score -1.048504e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -10489606.000000 Penalty: 1101.602661
	Iteration 3Q: 3 clusters Score -1.048961e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -10496458.000000 Penalty: 1101.602661
	Iteration 4F: 3 clusters Score -1.049646e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 111795 members 
Entering Unmasked Estep 
Score: -10506168.000000 Penalty: 1101.602661
	Iteration 5F: 3 clusters Score -1.050617e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 116226 members 
Entering Unmasked Estep 
Score: -10515098.000000 Penalty: 1101.602661
	Iteration 6F: 3 clusters Score -1.05151e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -10519524.000000 Penalty: 1101.602661
	Iteration 7F: 3 clusters Score -1.051952e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 121574 members 
Entering Unmasked Estep 
Score: -10521228.000000 Penalty: 1101.602661
	Iteration 8Q: 3 clusters Score -1.052123e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 124032 members 
Entering Unmasked Estep 
Score: -10522125.000000 Penalty: 1101.602661
	Iteration 9Q: 3 clusters Score -1.052212e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 126545 members 
Entering Unmasked Estep 
Score: -10522782.000000 Penalty: 1101.602661
	Iteration 10Q: 3 clusters Score -1.052278e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 128949 members 
Entering Unmasked Estep 
Score: -10523414.000000 Penalty: 1101.602661
	Iteration 11Q: 3 clusters Score -1.052341e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -10524025.000000 Penalty: 1101.602661
	Iteration 12Q: 3 clusters Score -1.052402e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -10524589.000000 Penalty: 1101.602661
	Iteration 13Q: 3 clusters Score -1.052459e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 135685 members 
Entering Unmasked Estep 
Score: -10525070.000000 Penalty: 1101.602661
	Iteration 14Q: 3 clusters Score -1.052507e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 137609 members 
Entering Unmasked Estep 
Score: -10525474.000000 Penalty: 1101.602661
	Iteration 15Q: 3 clusters Score -1.052547e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 139460 members 
Entering Unmasked Estep 
Score: -10525964.000000 Penalty: 1101.602661
	Iteration 16Q: 3 clusters Score -1.052596e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 141244 members 
Entering Unmasked Estep 
Score: -10526420.000000 Penalty: 1101.602661
	Iteration 17Q: 3 clusters Score -1.052642e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -10526829.000000 Penalty: 1101.602661
	Iteration 18Q: 3 clusters Score -1.052683e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 144644 members 
Entering Unmasked Estep 
Score: -10527310.000000 Penalty: 1101.602661
	Iteration 19Q: 3 clusters Score -1.052731e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 146288 members 
Entering Unmasked Estep 
Score: -10527749.000000 Penalty: 1101.602661
	Iteration 20F: 3 clusters Score -1.052775e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -10528251.000000 Penalty: 1101.602661
	Iteration 21Q: 3 clusters Score -1.052825e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 149270 members 
Entering Unmasked Estep 
Score: -10528694.000000 Penalty: 1101.602661
	Iteration 22Q: 3 clusters Score -1.052869e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -10529159.000000 Penalty: 1101.602661
	Iteration 23Q: 3 clusters Score -1.052916e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 152146 members 
Entering Unmasked Estep 
Score: -10529567.000000 Penalty: 1101.602661
	Iteration 24Q: 3 clusters Score -1.052957e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -10529877.000000 Penalty: 1101.602661
	Iteration 25Q: 3 clusters Score -1.052988e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -10530278.000000 Penalty: 1101.602661
	Iteration 26Q: 3 clusters Score -1.053028e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -10530707.000000 Penalty: 1101.602661
	Iteration 27Q: 3 clusters Score -1.053071e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -10531157.000000 Penalty: 1101.602661
	Iteration 28Q: 3 clusters Score -1.053116e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -10531518.000000 Penalty: 1101.602661
	Iteration 29Q: 3 clusters Score -1.053152e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -10531810.000000 Penalty: 1101.602661
	Iteration 30Q: 3 clusters Score -1.053181e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -10532018.000000 Penalty: 1101.602661
	Iteration 31Q: 3 clusters Score -1.053202e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -10532412.000000 Penalty: 1101.602661
	Iteration 32Q: 3 clusters Score -1.053241e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 162145 members 
Entering Unmasked Estep 
Score: -10532680.000000 Penalty: 1101.602661
	Iteration 33Q: 3 clusters Score -1.053268e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 162982 members 
Entering Unmasked Estep 
Score: -10532964.000000 Penalty: 1101.602661
	Iteration 34Q: 3 clusters Score -1.053296e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -10533318.000000 Penalty: 1101.602661
	Iteration 35Q: 3 clusters Score -1.053332e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -10533575.000000 Penalty: 1101.602661
	Iteration 36Q: 3 clusters Score -1.053358e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -10533782.000000 Penalty: 1101.602661
	Iteration 37Q: 3 clusters Score -1.053378e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 165945 members 
Entering Unmasked Estep 
Score: -10534040.000000 Penalty: 1101.602661
	Iteration 38Q: 3 clusters Score -1.053404e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 166617 members 
Entering Unmasked Estep 
Score: -10534211.000000 Penalty: 1101.602661
	Iteration 39Q: 3 clusters Score -1.053421e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -10534355.000000 Penalty: 1101.602661
	Iteration 40F: 3 clusters Score -1.053436e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -10534624.000000 Penalty: 1101.602661
	Iteration 41Q: 3 clusters Score -1.053462e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -10534879.000000 Penalty: 1101.602661
	Iteration 42Q: 3 clusters Score -1.053488e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 169211 members 
Entering Unmasked Estep 
Score: -10535152.000000 Penalty: 1101.602661
	Iteration 43Q: 3 clusters Score -1.053515e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 169801 members 
Entering Unmasked Estep 
Score: -10535419.000000 Penalty: 1101.602661
	Iteration 44Q: 3 clusters Score -1.053542e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -10535710.000000 Penalty: 1101.602661
	Iteration 45Q: 3 clusters Score -1.053571e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -10535928.000000 Penalty: 1101.602661
	Iteration 46Q: 3 clusters Score -1.053593e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 171523 members 
Entering Unmasked Estep 
Score: -10536186.000000 Penalty: 1101.602661
	Iteration 47Q: 3 clusters Score -1.053619e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -10536419.000000 Penalty: 1101.602661
	Iteration 48Q: 3 clusters Score -1.053642e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 172620 members 
Entering Unmasked Estep 
Score: -10536708.000000 Penalty: 1101.602661
	Iteration 49Q: 3 clusters Score -1.053671e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 173144 members 
Entering Unmasked Estep 
Score: -10536957.000000 Penalty: 1101.602661
	Iteration 50Q: 3 clusters Score -1.053696e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -10537233.000000 Penalty: 1101.602661
	Iteration 51Q: 3 clusters Score -1.053723e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -10537520.000000 Penalty: 1101.602661
	Iteration 52Q: 3 clusters Score -1.053752e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 174778 members 
Entering Unmasked Estep 
Score: -10537686.000000 Penalty: 1101.602661
	Iteration 53Q: 3 clusters Score -1.053769e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 175264 members 
Entering Unmasked Estep 
Score: -10537985.000000 Penalty: 1101.602661
	Iteration 54Q: 3 clusters Score -1.053798e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -10538213.000000 Penalty: 1101.602661
	Iteration 55Q: 3 clusters Score -1.053821e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -10538479.000000 Penalty: 1101.602661
	Iteration 56Q: 3 clusters Score -1.053848e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -10538752.000000 Penalty: 1101.602661
	Iteration 57Q: 3 clusters Score -1.053875e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -10539041.000000 Penalty: 1101.602661
	Iteration 58Q: 3 clusters Score -1.053904e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 177592 members 
Entering Unmasked Estep 
Score: -10539229.000000 Penalty: 1101.602661
	Iteration 59Q: 3 clusters Score -1.053923e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 177972 members 
Entering Unmasked Estep 
Score: -10539438.000000 Penalty: 1101.602661
	Iteration 60F: 3 clusters Score -1.053944e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -10539610.000000 Penalty: 1101.602661
	Iteration 61Q: 3 clusters Score -1.053961e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 178604 members 
Entering Unmasked Estep 
Score: -10539801.000000 Penalty: 1101.602661
	Iteration 62Q: 3 clusters Score -1.05398e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 178855 members 
Entering Unmasked Estep 
Score: -10540042.000000 Penalty: 1101.602661
	Iteration 63Q: 3 clusters Score -1.054004e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -10540205.000000 Penalty: 1101.602661
	Iteration 64Q: 3 clusters Score -1.05402e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 179254 members 
Entering Unmasked Estep 
Score: -10540344.000000 Penalty: 1101.602661
	Iteration 65Q: 3 clusters Score -1.054034e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 179403 members 
Entering Unmasked Estep 
Score: -10540438.000000 Penalty: 1101.602661
	Iteration 66Q: 3 clusters Score -1.054044e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 179543 members 
Entering Unmasked Estep 
Score: -10540513.000000 Penalty: 1101.602661
	Iteration 67Q: 3 clusters Score -1.054051e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 179641 members 
Entering Unmasked Estep 
Score: -10540551.000000 Penalty: 1101.602661
	Iteration 68Q: 3 clusters Score -1.054055e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 179735 members 
Entering Unmasked Estep 
Score: -10540585.000000 Penalty: 1101.602661
	Iteration 69Q: 3 clusters Score -1.054058e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 179814 members 
Entering Unmasked Estep 
Score: -10540588.000000 Penalty: 1101.602661
	Iteration 70Q: 3 clusters Score -1.054059e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 179868 members 
Entering Unmasked Estep 
Score: -10540643.000000 Penalty: 1101.602661
	Iteration 71Q: 3 clusters Score -1.054064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 179921 members 
Entering Unmasked Estep 
Score: -10540666.000000 Penalty: 1101.602661
	Iteration 72Q: 3 clusters Score -1.054067e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 179967 members 
Entering Unmasked Estep 
Score: -10540665.000000 Penalty: 1101.602661
	Iteration 73Q: 3 clusters Score -1.054066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 180008 members 
Entering Unmasked Estep 
Score: -10540646.000000 Penalty: 1101.602661
	Iteration 74Q: 3 clusters Score -1.054065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 180048 members 
Entering Unmasked Estep 
Score: -10540669.000000 Penalty: 1101.602661
	Iteration 75Q: 3 clusters Score -1.054067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 180084 members 
Entering Unmasked Estep 
Score: -10540672.000000 Penalty: 1101.602661
	Iteration 76Q: 3 clusters Score -1.054067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 180104 members 
Entering Unmasked Estep 
Score: -10540676.000000 Penalty: 1101.602661
	Iteration 77Q: 3 clusters Score -1.054068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 180121 members 
Entering Unmasked Estep 
Score: -10540674.000000 Penalty: 1101.602661
	Iteration 78Q: 3 clusters Score -1.054067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -10540673.000000 Penalty: 1101.602661
	Iteration 79Q: 3 clusters Score -1.054067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 180150 members 
Entering Unmasked Estep 
Score: -10540687.000000 Penalty: 1101.602661
	Iteration 80F: 3 clusters Score -1.054069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 180168 members 
Entering Unmasked Estep 
Score: -10540727.000000 Penalty: 1101.602661
	Iteration 81Q: 3 clusters Score -1.054073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 180179 members 
Entering Unmasked Estep 
Score: -10540724.000000 Penalty: 1101.602661
	Iteration 82Q: 3 clusters Score -1.054072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 180187 members 
Entering Unmasked Estep 
Score: -10540736.000000 Penalty: 1101.602661
	Iteration 83Q: 3 clusters Score -1.054074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -10540743.000000 Penalty: 1101.602661
	Iteration 84Q: 3 clusters Score -1.054074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 180212 members 
Entering Unmasked Estep 
Score: -10540756.000000 Penalty: 1101.602661
	Iteration 85Q: 3 clusters Score -1.054076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 180221 members 
Entering Unmasked Estep 
Score: -10540760.000000 Penalty: 1101.602661
	Iteration 86Q: 3 clusters Score -1.054076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 180226 members 
Entering Unmasked Estep 
Score: -10540769.000000 Penalty: 1101.602661
	Iteration 87Q: 3 clusters Score -1.054077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 180231 members 
Entering Unmasked Estep 
Score: -10540776.000000 Penalty: 1101.602661
	Iteration 88Q: 3 clusters Score -1.054078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 180237 members 
Entering Unmasked Estep 
Score: -10540773.000000 Penalty: 1101.602661
	Iteration 89Q: 3 clusters Score -1.054077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -10540786.000000 Penalty: 1101.602661
	Iteration 90Q: 3 clusters Score -1.054079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 180254 members 
Entering Unmasked Estep 
Score: -10540793.000000 Penalty: 1101.602661
	Iteration 91Q: 3 clusters Score -1.054079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 180259 members 
Entering Unmasked Estep 
Score: -10540798.000000 Penalty: 1101.602661
	Iteration 92Q: 3 clusters Score -1.05408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 180261 members 
Entering Unmasked Estep 
Score: -10540798.000000 Penalty: 1101.602661
	Iteration 93Q: 3 clusters Score -1.05408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 180262 members 
Entering Unmasked Estep 
Score: -10540812.000000 Penalty: 1101.602661
	Iteration 94Q: 3 clusters Score -1.054081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 180264 members 
Entering Unmasked Estep 
Score: -10540811.000000 Penalty: 1101.602661
	Iteration 95Q: 3 clusters Score -1.054081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -10540812.000000 Penalty: 1101.602661
	Iteration 96Q: 3 clusters Score -1.054081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 180267 members 
Entering Unmasked Estep 
Score: -10540808.000000 Penalty: 1101.602661
	Iteration 97Q: 3 clusters Score -1.054081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -10540820.000000 Penalty: 1101.602661
	Iteration 98Q: 3 clusters Score -1.054082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 180277 members 
Entering Unmasked Estep 
Score: -10540818.000000 Penalty: 1101.602661
	Iteration 99Q: 3 clusters Score -1.054082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -10540822.000000 Penalty: 1101.602661
	Iteration 100F: 3 clusters Score -1.054082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 180286 members 
Entering Unmasked Estep 
Score: -10540820.000000 Penalty: 1101.602661
	Iteration 101Q: 3 clusters Score -1.054082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 180289 members 
Entering Unmasked Estep 
Score: -10540827.000000 Penalty: 1101.602661
	Iteration 102Q: 3 clusters Score -1.054083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 180293 members 
Entering Unmasked Estep 
Score: -10540821.000000 Penalty: 1101.602661
	Iteration 103Q: 3 clusters Score -1.054082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 180295 members 
Entering Unmasked Estep 
Score: -10540820.000000 Penalty: 1101.602661
	Iteration 104Q: 3 clusters Score -1.054082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 180296 members 
Entering Unmasked Estep 
Score: -10540815.000000 Penalty: 1101.602661
	Iteration 105Q: 3 clusters Score -1.054082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 180298 members 
Entering Unmasked Estep 
Score: -10540824.000000 Penalty: 1101.602661
	Iteration 106Q: 3 clusters Score -1.054082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -10540825.000000 Penalty: 1101.602661
	Iteration 107Q: 3 clusters Score -1.054082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 180304 members 
Entering Unmasked Estep 
Score: -10540823.000000 Penalty: 1101.602661
	Iteration 108Q: 3 clusters Score -1.054082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -10540826.000000 Penalty: 1101.602661
	Iteration 109Q: 3 clusters Score -1.054083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -10540823.000000 Penalty: 1101.602661
	Iteration 110Q: 3 clusters Score -1.054082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 180305 members 
Entering Unmasked Estep 
Score: -10540831.000000 Penalty: 1101.602661
	Iteration 111Q: 3 clusters Score -1.054083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 180308 members 
Entering Unmasked Estep 
Score: -10540830.000000 Penalty: 1101.602661
	Iteration 112Q: 3 clusters Score -1.054083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 180309 members 
Entering Unmasked Estep 
Score: -10540835.000000 Penalty: 1101.602661
	Iteration 113Q: 3 clusters Score -1.054084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 180311 members 
Entering Unmasked Estep 
Score: -10540835.000000 Penalty: 1101.602661
	Iteration 114Q: 3 clusters Score -1.054084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 180313 members 
Entering Unmasked Estep 
Score: -10540836.000000 Penalty: 1101.602661
	Iteration 115Q: 3 clusters Score -1.054084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 180314 members 
Entering Unmasked Estep 
Score: -10540837.000000 Penalty: 1101.602661
	Iteration 116Q: 3 clusters Score -1.054084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 180315 members 
Entering Unmasked Estep 
Score: -10540836.000000 Penalty: 1101.602661
	Iteration 117Q: 3 clusters Score -1.054084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 180316 members 
Entering Unmasked Estep 
Score: -10540843.000000 Penalty: 1101.602661
	Iteration 118Q: 3 clusters Score -1.054084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 180318 members 
Entering Unmasked Estep 
Score: -10540841.000000 Penalty: 1101.602661
	Iteration 119Q: 3 clusters Score -1.054084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 180318 members 
Entering Unmasked Estep 
Score: -10540841.000000 Penalty: 1101.602661
	Iteration 120F: 3 clusters Score -1.054084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (131214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131214 members 
Entering Unmasked Estep 
Score: -7833659.000000 Penalty: 536.198608
	Iteration 0F: 2 clusters Score -7833659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -7750516.500000 Penalty: 1072.397217
	Iteration 0F: 3 clusters Score -7750516 nChanged 64527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -7792136.000000 Penalty: 1072.397217
	Iteration 1F: 3 clusters Score -7792136 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -7796344.000000 Penalty: 1072.397217
	Iteration 2F: 3 clusters Score -7796344 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -7802729.000000 Penalty: 1072.397217
	Iteration 3F: 3 clusters Score -7802729 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -7810953.000000 Penalty: 1072.397217
	Iteration 4F: 3 clusters Score -7810953 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -7818696.500000 Penalty: 1072.397217
	Iteration 5F: 3 clusters Score -7818696 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -7822922.000000 Penalty: 1072.397217
	Iteration 6Q: 3 clusters Score -7822922 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -7824407.500000 Penalty: 1072.397217
	Iteration 7Q: 3 clusters Score -7824408 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -7825169.000000 Penalty: 1072.397217
	Iteration 8Q: 3 clusters Score -7825169 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101227 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -7825884.000000 Penalty: 1072.397217
	Iteration 9Q: 3 clusters Score -7825884 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -7826593.500000 Penalty: 1072.397217
	Iteration 10Q: 3 clusters Score -7826594 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -7827248.000000 Penalty: 1072.397217
	Iteration 11Q: 3 clusters Score -7827248 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106896 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -7827924.500000 Penalty: 1072.397217
	Iteration 12Q: 3 clusters Score -7827924 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -7828633.000000 Penalty: 1072.397217
	Iteration 13Q: 3 clusters Score -7828633 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -7829353.500000 Penalty: 1072.397217
	Iteration 14Q: 3 clusters Score -7829354 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112438 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -7829890.000000 Penalty: 1072.397217
	Iteration 15Q: 3 clusters Score -7829890 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -7830546.500000 Penalty: 1072.397217
	Iteration 16Q: 3 clusters Score -7830546 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -7831128.500000 Penalty: 1072.397217
	Iteration 17Q: 3 clusters Score -7831128 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117485 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -7831773.000000 Penalty: 1072.397217
	Iteration 18Q: 3 clusters Score -7831773 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -7832356.000000 Penalty: 1072.397217
	Iteration 19Q: 3 clusters Score -7832356 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -7832908.500000 Penalty: 1072.397217
	Iteration 20F: 3 clusters Score -7832908 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -7833405.500000 Penalty: 1072.397217
	Iteration 21Q: 3 clusters Score -7833406 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -7833823.500000 Penalty: 1072.397217
	Iteration 22Q: 3 clusters Score -7833824 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -7834094.500000 Penalty: 1072.397217
	Iteration 23Q: 3 clusters Score -7834094 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124949 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -7834205.500000 Penalty: 1072.397217
	Iteration 24Q: 3 clusters Score -7834206 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7834223.500000 Penalty: 1072.397217
	Iteration 25Q: 3 clusters Score -7834224 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126579 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7834203.500000 Penalty: 1072.397217
	Iteration 26Q: 3 clusters Score -7834204 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127281 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7834185.500000 Penalty: 1072.397217
	Iteration 27Q: 3 clusters Score -7834186 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127923 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7834213.500000 Penalty: 1072.397217
	Iteration 28Q: 3 clusters Score -7834214 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7834264.000000 Penalty: 1072.397217
	Iteration 29Q: 3 clusters Score -7834264 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7834224.000000 Penalty: 1072.397217
	Iteration 30Q: 3 clusters Score -7834224 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7834204.500000 Penalty: 1072.397217
	Iteration 31Q: 3 clusters Score -7834204 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7834185.000000 Penalty: 1072.397217
	Iteration 32Q: 3 clusters Score -7834185 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129817 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7834098.000000 Penalty: 1072.397217
	Iteration 33Q: 3 clusters Score -7834098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130007 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7834039.000000 Penalty: 1072.397217
	Iteration 34Q: 3 clusters Score -7834039 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130180 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7833927.000000 Penalty: 1072.397217
	Iteration 35Q: 3 clusters Score -7833927 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7833858.500000 Penalty: 1072.397217
	Iteration 36Q: 3 clusters Score -7833858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130416 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7833823.000000 Penalty: 1072.397217
	Iteration 37Q: 3 clusters Score -7833823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130491 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7833787.500000 Penalty: 1072.397217
	Iteration 38Q: 3 clusters Score -7833788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7833785.000000 Penalty: 1072.397217
	Iteration 39Q: 3 clusters Score -7833785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130607 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7833744.000000 Penalty: 1072.397217
	Iteration 40F: 3 clusters Score -7833744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130645 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7833720.000000 Penalty: 1072.397217
	Iteration 41Q: 3 clusters Score -7833720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130677 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7833704.500000 Penalty: 1072.397217
	Iteration 42Q: 3 clusters Score -7833704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130692 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7833697.000000 Penalty: 1072.397217
	Iteration 43Q: 3 clusters Score -7833697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130707 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7833690.500000 Penalty: 1072.397217
	Iteration 44Q: 3 clusters Score -7833690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130717 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7833688.000000 Penalty: 1072.397217
	Iteration 45Q: 3 clusters Score -7833688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7833693.000000 Penalty: 1072.397217
	Iteration 46Q: 3 clusters Score -7833693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130730 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7833692.500000 Penalty: 1072.397217
	Iteration 47Q: 3 clusters Score -7833692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130735 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7833692.000000 Penalty: 1072.397217
	Iteration 48Q: 3 clusters Score -7833692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130741 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7833693.000000 Penalty: 1072.397217
	Iteration 49Q: 3 clusters Score -7833693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130747 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7833683.500000 Penalty: 1072.397217
	Iteration 50Q: 3 clusters Score -7833684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130754 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7833686.000000 Penalty: 1072.397217
	Iteration 51Q: 3 clusters Score -7833686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130759 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7833689.000000 Penalty: 1072.397217
	Iteration 52Q: 3 clusters Score -7833689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130764 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7833685.500000 Penalty: 1072.397217
	Iteration 53Q: 3 clusters Score -7833686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130766 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7833688.500000 Penalty: 1072.397217
	Iteration 54Q: 3 clusters Score -7833688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130768 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7833695.000000 Penalty: 1072.397217
	Iteration 55Q: 3 clusters Score -7833695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130773 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7833676.500000 Penalty: 1072.397217
	Iteration 56Q: 3 clusters Score -7833676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130776 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7833672.500000 Penalty: 1072.397217
	Iteration 57Q: 3 clusters Score -7833672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7833669.000000 Penalty: 1072.397217
	Iteration 58Q: 3 clusters Score -7833669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130782 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7833666.000000 Penalty: 1072.397217
	Iteration 59Q: 3 clusters Score -7833666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130786 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7833663.500000 Penalty: 1072.397217
	Iteration 60F: 3 clusters Score -7833664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130787 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7833662.500000 Penalty: 1072.397217
	Iteration 61Q: 3 clusters Score -7833662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7833664.500000 Penalty: 1072.397217
	Iteration 62Q: 3 clusters Score -7833664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7833664.500000 Penalty: 1072.397217
	Iteration 63F: 3 clusters Score -7833664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 30645 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14273 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180868 members 
Mstep: Class 23 contains 130788 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 426 members 
Entering Unmasked Estep 
Score: -23057080.000000 Penalty: 17636.460938
Splitting cluster 23 changes total score from -23057148.000000 to -23057080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -79428.398438 Penalty: 330.862518
	Iteration 0F: 2 clusters Score -79428.4 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 689 members 
Entering Unmasked Estep 
Score: -78350.742188 Penalty: 661.725037
	Iteration 0F: 3 clusters Score -78350.74 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -78689.273438 Penalty: 661.725037
	Iteration 1F: 3 clusters Score -78689.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -78770.609375 Penalty: 661.725037
	Iteration 2F: 3 clusters Score -78770.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78845.085938 Penalty: 661.725037
	Iteration 3F: 3 clusters Score -78845.09 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78906.093750 Penalty: 661.725037
	Iteration 4F: 3 clusters Score -78906.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78955.320312 Penalty: 661.725037
	Iteration 5Q: 3 clusters Score -78955.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78980.382812 Penalty: 661.725037
	Iteration 6Q: 3 clusters Score -78980.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78991.257812 Penalty: 661.725037
	Iteration 7Q: 3 clusters Score -78991.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79000.843750 Penalty: 661.725037
	Iteration 8Q: 3 clusters Score -79000.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79010.609375 Penalty: 661.725037
	Iteration 9Q: 3 clusters Score -79010.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79019.539062 Penalty: 661.725037
	Iteration 10Q: 3 clusters Score -79019.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79024.921875 Penalty: 661.725037
	Iteration 11Q: 3 clusters Score -79024.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79033.382812 Penalty: 661.725037
	Iteration 12Q: 3 clusters Score -79033.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79044.960938 Penalty: 661.725037
	Iteration 13Q: 3 clusters Score -79044.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79059.109375 Penalty: 661.725037
	Iteration 14Q: 3 clusters Score -79059.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79069.273438 Penalty: 661.725037
	Iteration 15Q: 3 clusters Score -79069.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79082.109375 Penalty: 661.725037
	Iteration 16Q: 3 clusters Score -79082.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79098.351562 Penalty: 661.725037
	Iteration 17Q: 3 clusters Score -79098.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79117.703125 Penalty: 661.725037
	Iteration 18Q: 3 clusters Score -79117.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79131.718750 Penalty: 661.725037
	Iteration 19Q: 3 clusters Score -79131.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -79143.007812 Penalty: 661.725037
	Iteration 20F: 3 clusters Score -79143.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79149.507812 Penalty: 661.725037
	Iteration 21Q: 3 clusters Score -79149.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -79152.351562 Penalty: 661.725037
	Iteration 22Q: 3 clusters Score -79152.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -79156.632812 Penalty: 661.725037
	Iteration 23Q: 3 clusters Score -79156.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -79158.875000 Penalty: 661.725037
	Iteration 24Q: 3 clusters Score -79158.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -79161.265625 Penalty: 661.725037
	Iteration 25Q: 3 clusters Score -79161.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -79161.703125 Penalty: 661.725037
	Iteration 26Q: 3 clusters Score -79161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79161.921875 Penalty: 661.725037
	Iteration 27Q: 3 clusters Score -79161.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79162.156250 Penalty: 661.725037
	Iteration 28Q: 3 clusters Score -79162.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -79162.140625 Penalty: 661.725037
	Iteration 29Q: 3 clusters Score -79162.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -79162.140625 Penalty: 661.725037
	Iteration 30F: 3 clusters Score -79162.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1844.007690 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1844.008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1856.534546 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1856.535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -60090.312500 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -60090.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59303.703125 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -59303.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -59575.546875 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -59575.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59704.554688 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -59704.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59789.207031 Penalty: 628.878357
	Iteration 3F: 3 clusters Score -59789.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -59816.613281 Penalty: 628.878357
	Iteration 4F: 3 clusters Score -59816.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59841.023438 Penalty: 628.878357
	Iteration 5Q: 3 clusters Score -59841.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59857.066406 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -59857.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59881.398438 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -59881.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59898.355469 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -59898.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59908.808594 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -59908.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59918.371094 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -59918.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59925.796875 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -59925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59930.179688 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -59930.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59933.308594 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -59933.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59934.925781 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -59934.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59939.093750 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -59939.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59943.699219 Penalty: 628.878357
	Iteration 16Q: 3 clusters Score -59943.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59944.992188 Penalty: 628.878357
	Iteration 17Q: 3 clusters Score -59944.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59946.656250 Penalty: 628.878357
	Iteration 18Q: 3 clusters Score -59946.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59947.765625 Penalty: 628.878357
	Iteration 19Q: 3 clusters Score -59947.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59948.101562 Penalty: 628.878357
	Iteration 20F: 3 clusters Score -59948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -59948.843750 Penalty: 628.878357
	Iteration 21Q: 3 clusters Score -59948.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59952.152344 Penalty: 628.878357
	Iteration 22Q: 3 clusters Score -59952.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -59956.710938 Penalty: 628.878357
	Iteration 23Q: 3 clusters Score -59956.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59957.890625 Penalty: 628.878357
	Iteration 24Q: 3 clusters Score -59957.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59959.632812 Penalty: 628.878357
	Iteration 25Q: 3 clusters Score -59959.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59962.746094 Penalty: 628.878357
	Iteration 26Q: 3 clusters Score -59962.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -59964.195312 Penalty: 628.878357
	Iteration 27Q: 3 clusters Score -59964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -59964.527344 Penalty: 628.878357
	Iteration 28Q: 3 clusters Score -59964.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -59965.078125 Penalty: 628.878357
	Iteration 29Q: 3 clusters Score -59965.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -59966.273438 Penalty: 628.878357
	Iteration 30Q: 3 clusters Score -59966.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59966.699219 Penalty: 628.878357
	Iteration 31Q: 3 clusters Score -59966.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59966.699219 Penalty: 628.878357
	Iteration 32F: 3 clusters Score -59966.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -53091.062500 Penalty: 314.710541
	Iteration 0F: 2 clusters Score -53091.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -52289.503906 Penalty: 629.421082
	Iteration 0F: 3 clusters Score -52289.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -52543.062500 Penalty: 629.421082
	Iteration 1F: 3 clusters Score -52543.06 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -52595.609375 Penalty: 629.421082
	Iteration 2F: 3 clusters Score -52595.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52635.273438 Penalty: 629.421082
	Iteration 3F: 3 clusters Score -52635.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -52659.390625 Penalty: 629.421082
	Iteration 4Q: 3 clusters Score -52659.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -52686.542969 Penalty: 629.421082
	Iteration 5Q: 3 clusters Score -52686.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -52729.648438 Penalty: 629.421082
	Iteration 6Q: 3 clusters Score -52729.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -52765.804688 Penalty: 629.421082
	Iteration 7Q: 3 clusters Score -52765.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -52800.101562 Penalty: 629.421082
	Iteration 8Q: 3 clusters Score -52800.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -52825.238281 Penalty: 629.421082
	Iteration 9Q: 3 clusters Score -52825.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -52841.875000 Penalty: 629.421082
	Iteration 10Q: 3 clusters Score -52841.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -52850.054688 Penalty: 629.421082
	Iteration 11Q: 3 clusters Score -52850.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -52854.800781 Penalty: 629.421082
	Iteration 12Q: 3 clusters Score -52854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -52862.378906 Penalty: 629.421082
	Iteration 13Q: 3 clusters Score -52862.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -52868.878906 Penalty: 629.421082
	Iteration 14Q: 3 clusters Score -52868.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -52873.863281 Penalty: 629.421082
	Iteration 15Q: 3 clusters Score -52873.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -52879.062500 Penalty: 629.421082
	Iteration 16Q: 3 clusters Score -52879.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -52882.195312 Penalty: 629.421082
	Iteration 17Q: 3 clusters Score -52882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52886.023438 Penalty: 629.421082
	Iteration 18Q: 3 clusters Score -52886.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -52887.207031 Penalty: 629.421082
	Iteration 19Q: 3 clusters Score -52887.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -52887.207031 Penalty: 629.421082
	Iteration 20F: 3 clusters Score -52887.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -73612.359375 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73612.36 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -73927.117188 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73927.12 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73985.976562 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -73985.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -74020.695312 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -74020.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74046.210938 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -74046.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -74073.835938 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74073.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -74103.039062 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74103.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -74131.195312 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74131.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -74148.445312 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74148.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -74159.109375 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74159.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -74180.468750 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74180.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -74213.507812 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74213.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -74232.843750 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74232.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -74258.898438 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74258.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -74281.328125 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74281.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -74301.531250 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74301.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -74314.437500 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74314.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -74328.343750 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -74328.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -74341.851562 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -74341.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -74352.867188 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -74352.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -74361.867188 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -74361.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -74365.007812 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -74365.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -74365.570312 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -74365.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -74366.390625 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -74366.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -74367.367188 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -74367.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -74368.445312 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -74368.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -74368.734375 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -74368.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -74368.734375 Penalty: 654.557007
	Iteration 27F: 3 clusters Score -74368.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3820.804932 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3820.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3650.113037 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3650.113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3672.775879 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3672.776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3686.210205 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3686.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3693.894775 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3693.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3693.894775 Penalty: 390.431824
	Iteration 4F: 3 clusters Score -3693.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 30645 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14273 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180868 members 
Mstep: Class 23 contains 131214 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057130.000000 Penalty: 17048.580078
Iteration 159Q: 30 clusters Score -2.305713e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1154 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 12325 members 
Mstep: Class 10 contains 30652 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5486 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14277 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180832 members 
Mstep: Class 23 contains 131217 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1005 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057084.000000 Penalty: 17048.580078
Iteration 160F: 30 clusters Score -2.305708e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 30644 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 5477 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14283 members 
Mstep: Class 17 contains 2261 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180802 members 
Mstep: Class 23 contains 131230 members 
Mstep: Class 24 contains 1443 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 1013 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057098.000000 Penalty: 17048.580078
Iteration 161Q: 30 clusters Score -2.30571e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 6214 members 
Mstep: Class 9 contains 12325 members 
Mstep: Class 10 contains 30634 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14284 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180764 members 
Mstep: Class 23 contains 131242 members 
Mstep: Class 24 contains 1444 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 1015 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057084.000000 Penalty: 17048.580078
Iteration 162Q: 30 clusters Score -2.305708e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 30632 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14284 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180723 members 
Mstep: Class 23 contains 131258 members 
Mstep: Class 24 contains 1446 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057106.000000 Penalty: 17048.580078
Iteration 163Q: 30 clusters Score -2.305711e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 6295 members 
Mstep: Class 9 contains 12325 members 
Mstep: Class 10 contains 30634 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 5445 members 
Mstep: Class 14 contains 4486 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14287 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180696 members 
Mstep: Class 23 contains 131261 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057094.000000 Penalty: 17048.580078
Iteration 164Q: 30 clusters Score -2.305709e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 30642 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 279 members 
Mstep: Class 13 contains 5434 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14288 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180671 members 
Mstep: Class 23 contains 131268 members 
Mstep: Class 24 contains 1442 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1015 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057108.000000 Penalty: 17048.580078
Iteration 165Q: 30 clusters Score -2.305711e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 30660 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 5418 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14289 members 
Mstep: Class 17 contains 2286 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180654 members 
Mstep: Class 23 contains 131276 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057148.000000 Penalty: 17048.580078
Iteration 166Q: 30 clusters Score -2.305715e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 12317 members 
Mstep: Class 10 contains 30695 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5393 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14291 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180627 members 
Mstep: Class 23 contains 131278 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057146.000000 Penalty: 17048.580078
Iteration 167Q: 30 clusters Score -2.305715e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1456 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1157 members 
Mstep: Class 8 contains 6420 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 30736 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5369 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 131280 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057172.000000 Penalty: 17048.580078
Iteration 168Q: 30 clusters Score -2.305717e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 30771 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180557 members 
Mstep: Class 23 contains 131283 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057202.000000 Penalty: 17048.580078
Iteration 169Q: 30 clusters Score -2.30572e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 6467 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 30810 members 
Mstep: Class 11 contains 3761 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5325 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180519 members 
Mstep: Class 23 contains 131294 members 
Mstep: Class 24 contains 1431 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057210.000000 Penalty: 17048.580078
Iteration 170Q: 30 clusters Score -2.305721e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 6485 members 
Mstep: Class 9 contains 12307 members 
Mstep: Class 10 contains 30859 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 4434 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180482 members 
Mstep: Class 23 contains 131306 members 
Mstep: Class 24 contains 1428 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057166.000000 Penalty: 17048.580078
Iteration 171Q: 30 clusters Score -2.305717e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 6504 members 
Mstep: Class 9 contains 12304 members 
Mstep: Class 10 contains 30896 members 
Mstep: Class 11 contains 3755 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 5267 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180460 members 
Mstep: Class 23 contains 131315 members 
Mstep: Class 24 contains 1429 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057198.000000 Penalty: 17048.580078
Iteration 172Q: 30 clusters Score -2.30572e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1443 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 30926 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 5239 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180423 members 
Mstep: Class 23 contains 131322 members 
Mstep: Class 24 contains 1431 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057240.000000 Penalty: 17048.580078
Iteration 173Q: 30 clusters Score -2.305724e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 6542 members 
Mstep: Class 9 contains 12284 members 
Mstep: Class 10 contains 30961 members 
Mstep: Class 11 contains 3760 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 4415 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180388 members 
Mstep: Class 23 contains 131327 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057262.000000 Penalty: 17048.580078
Iteration 174Q: 30 clusters Score -2.305726e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 6557 members 
Mstep: Class 9 contains 12273 members 
Mstep: Class 10 contains 30996 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180354 members 
Mstep: Class 23 contains 131336 members 
Mstep: Class 24 contains 1432 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057252.000000 Penalty: 17048.580078
Iteration 175Q: 30 clusters Score -2.305725e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 12260 members 
Mstep: Class 10 contains 31031 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180334 members 
Mstep: Class 23 contains 131332 members 
Mstep: Class 24 contains 1428 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057262.000000 Penalty: 17048.580078
Iteration 176Q: 30 clusters Score -2.305726e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 12253 members 
Mstep: Class 10 contains 31067 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14299 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180306 members 
Mstep: Class 23 contains 131335 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057258.000000 Penalty: 17048.580078
Iteration 177Q: 30 clusters Score -2.305726e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 31102 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14301 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180274 members 
Mstep: Class 23 contains 131334 members 
Mstep: Class 24 contains 1423 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057260.000000 Penalty: 17048.580078
Iteration 178Q: 30 clusters Score -2.305726e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 6614 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 31129 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180255 members 
Mstep: Class 23 contains 131333 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057232.000000 Penalty: 17048.580078
Iteration 179Q: 30 clusters Score -2.305723e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 12240 members 
Mstep: Class 10 contains 31159 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 5123 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180232 members 
Mstep: Class 23 contains 131339 members 
Mstep: Class 24 contains 1420 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057264.000000 Penalty: 17048.580078
Iteration 180F: 30 clusters Score -2.305726e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 31182 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180212 members 
Mstep: Class 23 contains 131346 members 
Mstep: Class 24 contains 1418 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057194.000000 Penalty: 17048.580078
Iteration 181Q: 30 clusters Score -2.305719e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 31204 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 5089 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14301 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180183 members 
Mstep: Class 23 contains 131352 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057166.000000 Penalty: 17048.580078
Iteration 182Q: 30 clusters Score -2.305717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 12238 members 
Mstep: Class 10 contains 31225 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14299 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180150 members 
Mstep: Class 23 contains 131363 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057152.000000 Penalty: 17048.580078
Iteration 183Q: 30 clusters Score -2.305715e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 31242 members 
Mstep: Class 11 contains 3760 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180107 members 
Mstep: Class 23 contains 131391 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057208.000000 Penalty: 17048.580078
Iteration 184Q: 30 clusters Score -2.305721e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 6684 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 31257 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14293 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180068 members 
Mstep: Class 23 contains 131421 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057170.000000 Penalty: 17048.580078
Iteration 185Q: 30 clusters Score -2.305717e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 31268 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180036 members 
Mstep: Class 23 contains 131445 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057188.000000 Penalty: 17048.580078
Iteration 186Q: 30 clusters Score -2.305719e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 31283 members 
Mstep: Class 11 contains 3760 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 180007 members 
Mstep: Class 23 contains 131459 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057158.000000 Penalty: 17048.580078
Iteration 187Q: 30 clusters Score -2.305716e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 31297 members 
Mstep: Class 11 contains 3761 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14291 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179981 members 
Mstep: Class 23 contains 131471 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057184.000000 Penalty: 17048.580078
Iteration 188Q: 30 clusters Score -2.305718e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1185 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 31312 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 4400 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179955 members 
Mstep: Class 23 contains 131480 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057190.000000 Penalty: 17048.580078
Iteration 189Q: 30 clusters Score -2.305719e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1188 members 
Mstep: Class 8 contains 6717 members 
Mstep: Class 9 contains 12237 members 
Mstep: Class 10 contains 31329 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 4399 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179928 members 
Mstep: Class 23 contains 131484 members 
Mstep: Class 24 contains 1416 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057186.000000 Penalty: 17048.580078
Iteration 190Q: 30 clusters Score -2.305719e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 12238 members 
Mstep: Class 10 contains 31345 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14294 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179912 members 
Mstep: Class 23 contains 131483 members 
Mstep: Class 24 contains 1417 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057180.000000 Penalty: 17048.580078
Iteration 191Q: 30 clusters Score -2.305718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 31367 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179890 members 
Mstep: Class 23 contains 131481 members 
Mstep: Class 24 contains 1416 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057166.000000 Penalty: 17048.580078
Iteration 192Q: 30 clusters Score -2.305717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 6730 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 31383 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179860 members 
Mstep: Class 23 contains 131491 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057168.000000 Penalty: 17048.580078
Iteration 193Q: 30 clusters Score -2.305717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 31399 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179833 members 
Mstep: Class 23 contains 131501 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057184.000000 Penalty: 17048.580078
Iteration 194Q: 30 clusters Score -2.305718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 12237 members 
Mstep: Class 10 contains 31410 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179808 members 
Mstep: Class 23 contains 131514 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057184.000000 Penalty: 17048.580078
Iteration 195Q: 30 clusters Score -2.305718e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6748 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 31420 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179794 members 
Mstep: Class 23 contains 131520 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057182.000000 Penalty: 17048.580078
Iteration 196Q: 30 clusters Score -2.305718e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6758 members 
Mstep: Class 9 contains 12230 members 
Mstep: Class 10 contains 31439 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14296 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179775 members 
Mstep: Class 23 contains 131523 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057222.000000 Penalty: 17048.580078
Iteration 197Q: 30 clusters Score -2.305722e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 12227 members 
Mstep: Class 10 contains 31452 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179757 members 
Mstep: Class 23 contains 131527 members 
Mstep: Class 24 contains 1416 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057208.000000 Penalty: 17048.580078
Iteration 198Q: 30 clusters Score -2.305721e+07 nChanged 68
Entering ConstructFrom: 
Score: -23057208.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -7669.114746 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -7669.115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7403.343750 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7403.344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7482.829590 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7482.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7533.518066 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7533.518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7547.685059 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -7547.685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7548.449707 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -7548.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7551.629395 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -7551.629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7552.774902 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -7552.775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7556.266113 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -7556.266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7576.377441 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -7576.377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7595.099121 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -7595.099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7614.713379 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -7614.713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7639.091309 Penalty: 472.052094
	Iteration 11Q: 3 clusters Score -7639.091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7648.162109 Penalty: 472.052094
	Iteration 12Q: 3 clusters Score -7648.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7654.249023 Penalty: 472.052094
	Iteration 13Q: 3 clusters Score -7654.249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7654.249023 Penalty: 472.052094
	Iteration 14F: 3 clusters Score -7654.249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -72583.523438 Penalty: 329.416931
	Iteration 0F: 2 clusters Score -72583.52 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 679 members 
Entering Unmasked Estep 
Score: -71519.453125 Penalty: 658.833862
	Iteration 0F: 3 clusters Score -71519.45 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71806.632812 Penalty: 658.833862
	Iteration 1F: 3 clusters Score -71806.63 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -71856.179688 Penalty: 658.833862
	Iteration 2F: 3 clusters Score -71856.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71904.937500 Penalty: 658.833862
	Iteration 3F: 3 clusters Score -71904.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71959.062500 Penalty: 658.833862
	Iteration 4F: 3 clusters Score -71959.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72011.218750 Penalty: 658.833862
	Iteration 5Q: 3 clusters Score -72011.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -72056.523438 Penalty: 658.833862
	Iteration 6Q: 3 clusters Score -72056.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72087.445312 Penalty: 658.833862
	Iteration 7Q: 3 clusters Score -72087.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72111.320312 Penalty: 658.833862
	Iteration 8Q: 3 clusters Score -72111.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72137.023438 Penalty: 658.833862
	Iteration 9Q: 3 clusters Score -72137.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72154.085938 Penalty: 658.833862
	Iteration 10Q: 3 clusters Score -72154.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72163.664062 Penalty: 658.833862
	Iteration 11Q: 3 clusters Score -72163.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72169.250000 Penalty: 658.833862
	Iteration 12Q: 3 clusters Score -72169.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72176.109375 Penalty: 658.833862
	Iteration 13Q: 3 clusters Score -72176.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72180.507812 Penalty: 658.833862
	Iteration 14Q: 3 clusters Score -72180.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72185.250000 Penalty: 658.833862
	Iteration 15Q: 3 clusters Score -72185.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72188.789062 Penalty: 658.833862
	Iteration 16Q: 3 clusters Score -72188.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72193.218750 Penalty: 658.833862
	Iteration 17Q: 3 clusters Score -72193.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72199.031250 Penalty: 658.833862
	Iteration 18Q: 3 clusters Score -72199.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72204.421875 Penalty: 658.833862
	Iteration 19Q: 3 clusters Score -72204.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72211.390625 Penalty: 658.833862
	Iteration 20F: 3 clusters Score -72211.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72215.304688 Penalty: 658.833862
	Iteration 21Q: 3 clusters Score -72215.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72221.320312 Penalty: 658.833862
	Iteration 22Q: 3 clusters Score -72221.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72228.539062 Penalty: 658.833862
	Iteration 23Q: 3 clusters Score -72228.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72234.234375 Penalty: 658.833862
	Iteration 24Q: 3 clusters Score -72234.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72244.507812 Penalty: 658.833862
	Iteration 25Q: 3 clusters Score -72244.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72249.781250 Penalty: 658.833862
	Iteration 26Q: 3 clusters Score -72249.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72255.390625 Penalty: 658.833862
	Iteration 27Q: 3 clusters Score -72255.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72261.523438 Penalty: 658.833862
	Iteration 28Q: 3 clusters Score -72261.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72265.921875 Penalty: 658.833862
	Iteration 29Q: 3 clusters Score -72265.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72270.804688 Penalty: 658.833862
	Iteration 30Q: 3 clusters Score -72270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72278.054688 Penalty: 658.833862
	Iteration 31Q: 3 clusters Score -72278.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72284.257812 Penalty: 658.833862
	Iteration 32Q: 3 clusters Score -72284.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -72293.281250 Penalty: 658.833862
	Iteration 33Q: 3 clusters Score -72293.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72298.046875 Penalty: 658.833862
	Iteration 34Q: 3 clusters Score -72298.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72300.125000 Penalty: 658.833862
	Iteration 35Q: 3 clusters Score -72300.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72301.421875 Penalty: 658.833862
	Iteration 36Q: 3 clusters Score -72301.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72305.054688 Penalty: 658.833862
	Iteration 37Q: 3 clusters Score -72305.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72309.046875 Penalty: 658.833862
	Iteration 38Q: 3 clusters Score -72309.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72310.929688 Penalty: 658.833862
	Iteration 39Q: 3 clusters Score -72310.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -72313.484375 Penalty: 658.833862
	Iteration 40F: 3 clusters Score -72313.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -72315.656250 Penalty: 658.833862
	Iteration 41Q: 3 clusters Score -72315.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -72320.265625 Penalty: 658.833862
	Iteration 42Q: 3 clusters Score -72320.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -72324.398438 Penalty: 658.833862
	Iteration 43Q: 3 clusters Score -72324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -72327.117188 Penalty: 658.833862
	Iteration 44Q: 3 clusters Score -72327.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -72329.554688 Penalty: 658.833862
	Iteration 45Q: 3 clusters Score -72329.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -72331.851562 Penalty: 658.833862
	Iteration 46Q: 3 clusters Score -72331.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -72334.789062 Penalty: 658.833862
	Iteration 47Q: 3 clusters Score -72334.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -72335.601562 Penalty: 658.833862
	Iteration 48Q: 3 clusters Score -72335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -72336.304688 Penalty: 658.833862
	Iteration 49Q: 3 clusters Score -72336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -72337.101562 Penalty: 658.833862
	Iteration 50Q: 3 clusters Score -72337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -72338.054688 Penalty: 658.833862
	Iteration 51Q: 3 clusters Score -72338.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -72339.609375 Penalty: 658.833862
	Iteration 52Q: 3 clusters Score -72339.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -72341.375000 Penalty: 658.833862
	Iteration 53Q: 3 clusters Score -72341.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -72342.281250 Penalty: 658.833862
	Iteration 54Q: 3 clusters Score -72342.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -72342.726562 Penalty: 658.833862
	Iteration 55Q: 3 clusters Score -72342.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -72343.250000 Penalty: 658.833862
	Iteration 56Q: 3 clusters Score -72343.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -72343.492188 Penalty: 658.833862
	Iteration 57Q: 3 clusters Score -72343.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -72344.851562 Penalty: 658.833862
	Iteration 58Q: 3 clusters Score -72344.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -72346.914062 Penalty: 658.833862
	Iteration 59Q: 3 clusters Score -72346.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -72348.382812 Penalty: 658.833862
	Iteration 60F: 3 clusters Score -72348.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -72350.148438 Penalty: 658.833862
	Iteration 61Q: 3 clusters Score -72350.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -72353.078125 Penalty: 658.833862
	Iteration 62Q: 3 clusters Score -72353.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -72353.890625 Penalty: 658.833862
	Iteration 63Q: 3 clusters Score -72353.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -72354.156250 Penalty: 658.833862
	Iteration 64Q: 3 clusters Score -72354.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -72357.750000 Penalty: 658.833862
	Iteration 65Q: 3 clusters Score -72357.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -72360.054688 Penalty: 658.833862
	Iteration 66Q: 3 clusters Score -72360.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -72362.015625 Penalty: 658.833862
	Iteration 67Q: 3 clusters Score -72362.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -72364.906250 Penalty: 658.833862
	Iteration 68Q: 3 clusters Score -72364.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -72365.187500 Penalty: 658.833862
	Iteration 69Q: 3 clusters Score -72365.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -72365.187500 Penalty: 658.833862
	Iteration 70F: 3 clusters Score -72365.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 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 850 members 
Entering Unmasked Estep 
Score: -92878.828125 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92878.83 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -93256.539062 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93256.54 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93352.992188 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93352.99 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93468.132812 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -93468.13 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -93555.828125 Penalty: 676.194336
	Iteration 4F: 3 clusters Score -93555.83 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93623.937500 Penalty: 676.194336
	Iteration 5F: 3 clusters Score -93623.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93690.289062 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93690.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93744.406250 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93744.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93792.117188 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93792.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93825.234375 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93825.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93846.203125 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93846.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93871.695312 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93871.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93893.625000 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93893.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93913.148438 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93913.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93923.195312 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -93927.601562 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93927.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93929.781250 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93929.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -93930.218750 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93930.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -93931.492188 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93931.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93933.000000 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93934.453125 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93934.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93937.507812 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93937.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93938.414062 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93938.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93938.414062 Penalty: 676.194336
	Iteration 23F: 3 clusters Score -93938.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -6427.996582 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -6427.997 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 81 members 
Entering Unmasked Estep 
Score: -6225.367676 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6225.368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6283.630859 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6283.631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6298.364746 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -6298.365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6310.747070 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6310.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6313.759766 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6313.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6313.759766 Penalty: 442.242920
	Iteration 5F: 3 clusters Score -6313.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -20726.863281 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20726.86 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 186 members 
Entering Unmasked Estep 
Score: -20341.519531 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20341.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20417.197266 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20417.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20452.365234 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20452.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20475.734375 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -20475.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20500.783203 Penalty: 531.762573
	Iteration 4F: 3 clusters Score -20500.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20510.960938 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -20510.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20515.835938 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -20515.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20518.261719 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -20518.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20521.021484 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -20521.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20524.845703 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -20524.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20526.244141 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -20526.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20526.740234 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -20526.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20526.740234 Penalty: 531.762573
	Iteration 12F: 3 clusters Score -20526.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -11653.243164 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -11653.24 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 111 members 
Entering Unmasked Estep 
Score: -11344.899414 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -11344.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11401.771484 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -11401.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11424.602539 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -11424.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11438.319336 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -11438.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11455.104492 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -11455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11461.072266 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -11461.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11462.280273 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -11462.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11462.280273 Penalty: 490.405548
	Iteration 7F: 3 clusters Score -11462.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -68703.429688 Penalty: 322.255951
	Iteration 0F: 2 clusters Score -68703.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -67762.156250 Penalty: 644.511902
	Iteration 0F: 3 clusters Score -67762.16 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -68081.742188 Penalty: 644.511902
	Iteration 1F: 3 clusters Score -68081.74 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68158.351562 Penalty: 644.511902
	Iteration 2F: 3 clusters Score -68158.35 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68202.382812 Penalty: 644.511902
	Iteration 3F: 3 clusters Score -68202.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -68226.765625 Penalty: 644.511902
	Iteration 4Q: 3 clusters Score -68226.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -68241.773438 Penalty: 644.511902
	Iteration 5Q: 3 clusters Score -68241.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -68256.304688 Penalty: 644.511902
	Iteration 6Q: 3 clusters Score -68256.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -68263.296875 Penalty: 644.511902
	Iteration 7Q: 3 clusters Score -68263.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -68268.148438 Penalty: 644.511902
	Iteration 8Q: 3 clusters Score -68268.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -68271.234375 Penalty: 644.511902
	Iteration 9Q: 3 clusters Score -68271.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -68275.476562 Penalty: 644.511902
	Iteration 10Q: 3 clusters Score -68275.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -68282.726562 Penalty: 644.511902
	Iteration 11Q: 3 clusters Score -68282.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -68291.039062 Penalty: 644.511902
	Iteration 12Q: 3 clusters Score -68291.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68296.968750 Penalty: 644.511902
	Iteration 13Q: 3 clusters Score -68296.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -68305.914062 Penalty: 644.511902
	Iteration 14Q: 3 clusters Score -68305.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -68311.015625 Penalty: 644.511902
	Iteration 15Q: 3 clusters Score -68311.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -68315.679688 Penalty: 644.511902
	Iteration 16Q: 3 clusters Score -68315.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -68322.539062 Penalty: 644.511902
	Iteration 17Q: 3 clusters Score -68322.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -68327.234375 Penalty: 644.511902
	Iteration 18Q: 3 clusters Score -68327.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -68331.054688 Penalty: 644.511902
	Iteration 19Q: 3 clusters Score -68331.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -68335.906250 Penalty: 644.511902
	Iteration 20F: 3 clusters Score -68335.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -68340.226562 Penalty: 644.511902
	Iteration 21Q: 3 clusters Score -68340.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -68343.148438 Penalty: 644.511902
	Iteration 22Q: 3 clusters Score -68343.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -68344.156250 Penalty: 644.511902
	Iteration 23Q: 3 clusters Score -68344.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -68344.828125 Penalty: 644.511902
	Iteration 24Q: 3 clusters Score -68344.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -68346.125000 Penalty: 644.511902
	Iteration 25Q: 3 clusters Score -68346.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -68346.562500 Penalty: 644.511902
	Iteration 26Q: 3 clusters Score -68346.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -68347.039062 Penalty: 644.511902
	Iteration 27Q: 3 clusters Score -68347.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68348.445312 Penalty: 644.511902
	Iteration 28Q: 3 clusters Score -68348.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -68351.468750 Penalty: 644.511902
	Iteration 29Q: 3 clusters Score -68351.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -68358.101562 Penalty: 644.511902
	Iteration 30Q: 3 clusters Score -68358.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -68363.132812 Penalty: 644.511902
	Iteration 31Q: 3 clusters Score -68363.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -68365.687500 Penalty: 644.511902
	Iteration 32Q: 3 clusters Score -68365.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -68368.421875 Penalty: 644.511902
	Iteration 33Q: 3 clusters Score -68368.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -68369.460938 Penalty: 644.511902
	Iteration 34Q: 3 clusters Score -68369.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -68372.554688 Penalty: 644.511902
	Iteration 35Q: 3 clusters Score -68372.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68374.882812 Penalty: 644.511902
	Iteration 36Q: 3 clusters Score -68374.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -68377.750000 Penalty: 644.511902
	Iteration 37Q: 3 clusters Score -68377.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -68380.367188 Penalty: 644.511902
	Iteration 38Q: 3 clusters Score -68380.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -68383.375000 Penalty: 644.511902
	Iteration 39Q: 3 clusters Score -68383.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -68385.617188 Penalty: 644.511902
	Iteration 40F: 3 clusters Score -68385.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -68386.242188 Penalty: 644.511902
	Iteration 41Q: 3 clusters Score -68386.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -68387.414062 Penalty: 644.511902
	Iteration 42Q: 3 clusters Score -68387.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -68388.476562 Penalty: 644.511902
	Iteration 43Q: 3 clusters Score -68388.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -68389.710938 Penalty: 644.511902
	Iteration 44Q: 3 clusters Score -68389.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -68390.695312 Penalty: 644.511902
	Iteration 45Q: 3 clusters Score -68390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -68392.296875 Penalty: 644.511902
	Iteration 46Q: 3 clusters Score -68392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -68394.226562 Penalty: 644.511902
	Iteration 47Q: 3 clusters Score -68394.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -68397.203125 Penalty: 644.511902
	Iteration 48Q: 3 clusters Score -68397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -68398.726562 Penalty: 644.511902
	Iteration 49Q: 3 clusters Score -68398.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -68399.906250 Penalty: 644.511902
	Iteration 50Q: 3 clusters Score -68399.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -68401.375000 Penalty: 644.511902
	Iteration 51Q: 3 clusters Score -68401.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -68404.890625 Penalty: 644.511902
	Iteration 52Q: 3 clusters Score -68404.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -68407.820312 Penalty: 644.511902
	Iteration 53Q: 3 clusters Score -68407.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -68409.773438 Penalty: 644.511902
	Iteration 54Q: 3 clusters Score -68409.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -68411.718750 Penalty: 644.511902
	Iteration 55Q: 3 clusters Score -68411.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -68411.968750 Penalty: 644.511902
	Iteration 56Q: 3 clusters Score -68411.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -68411.968750 Penalty: 644.511902
	Iteration 57F: 3 clusters Score -68411.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Entering Unmasked Estep 
Score: -372235.531250 Penalty: 401.375427
	Iteration 0F: 2 clusters Score -372235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -367708.125000 Penalty: 802.750854
	Iteration 0F: 3 clusters Score -367708.1 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -369680.843750 Penalty: 802.750854
	Iteration 1F: 3 clusters Score -369680.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -370048.156250 Penalty: 802.750854
	Iteration 2F: 3 clusters Score -370048.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -370543.468750 Penalty: 802.750854
	Iteration 3F: 3 clusters Score -370543.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -371107.406250 Penalty: 802.750854
	Iteration 4F: 3 clusters Score -371107.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -371682.718750 Penalty: 802.750854
	Iteration 5F: 3 clusters Score -371682.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -371975.218750 Penalty: 802.750854
	Iteration 6Q: 3 clusters Score -371975.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -372056.656250 Penalty: 802.750854
	Iteration 7Q: 3 clusters Score -372056.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -372089.718750 Penalty: 802.750854
	Iteration 8Q: 3 clusters Score -372089.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -372105.968750 Penalty: 802.750854
	Iteration 9Q: 3 clusters Score -372106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -372112.000000 Penalty: 802.750854
	Iteration 10Q: 3 clusters Score -372112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -372117.000000 Penalty: 802.750854
	Iteration 11Q: 3 clusters Score -372117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -372120.937500 Penalty: 802.750854
	Iteration 12Q: 3 clusters Score -372120.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -372124.312500 Penalty: 802.750854
	Iteration 13Q: 3 clusters Score -372124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -372126.781250 Penalty: 802.750854
	Iteration 14Q: 3 clusters Score -372126.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -372129.031250 Penalty: 802.750854
	Iteration 15Q: 3 clusters Score -372129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -372130.312500 Penalty: 802.750854
	Iteration 16Q: 3 clusters Score -372130.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -372131.437500 Penalty: 802.750854
	Iteration 17Q: 3 clusters Score -372131.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -372133.281250 Penalty: 802.750854
	Iteration 18Q: 3 clusters Score -372133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -372134.687500 Penalty: 802.750854
	Iteration 19Q: 3 clusters Score -372134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -372135.187500 Penalty: 802.750854
	Iteration 20F: 3 clusters Score -372135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -372138.062500 Penalty: 802.750854
	Iteration 21Q: 3 clusters Score -372138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -372138.593750 Penalty: 802.750854
	Iteration 22Q: 3 clusters Score -372138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -372139.687500 Penalty: 802.750854
	Iteration 23Q: 3 clusters Score -372139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -372139.812500 Penalty: 802.750854
	Iteration 24Q: 3 clusters Score -372139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -372140.718750 Penalty: 802.750854
	Iteration 25Q: 3 clusters Score -372140.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -372140.468750 Penalty: 802.750854
	Iteration 26Q: 3 clusters Score -372140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -372140.875000 Penalty: 802.750854
	Iteration 27Q: 3 clusters Score -372140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -372141.437500 Penalty: 802.750854
	Iteration 28Q: 3 clusters Score -372141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -372141.562500 Penalty: 802.750854
	Iteration 29Q: 3 clusters Score -372141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -372142.781250 Penalty: 802.750854
	Iteration 30Q: 3 clusters Score -372142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -372142.031250 Penalty: 802.750854
	Iteration 31Q: 3 clusters Score -372142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -372143.218750 Penalty: 802.750854
	Iteration 32Q: 3 clusters Score -372143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -372143.125000 Penalty: 802.750854
	Iteration 33Q: 3 clusters Score -372143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -372142.750000 Penalty: 802.750854
	Iteration 34Q: 3 clusters Score -372142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -372142.812500 Penalty: 802.750854
	Iteration 35Q: 3 clusters Score -372142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -372142.687500 Penalty: 802.750854
	Iteration 36Q: 3 clusters Score -372142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -372142.656250 Penalty: 802.750854
	Iteration 37Q: 3 clusters Score -372142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -372142.656250 Penalty: 802.750854
	Iteration 38F: 3 clusters Score -372142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -709979.625000 Penalty: 428.226257
	Iteration 0F: 2 clusters Score -709979.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -701815.812500 Penalty: 856.452515
	Iteration 0F: 3 clusters Score -701815.8 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -705384.125000 Penalty: 856.452515
	Iteration 1F: 3 clusters Score -705384.1 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -705931.937500 Penalty: 856.452515
	Iteration 2F: 3 clusters Score -705931.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -706585.375000 Penalty: 856.452515
	Iteration 3F: 3 clusters Score -706585.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -707330.750000 Penalty: 856.452515
	Iteration 4F: 3 clusters Score -707330.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -708153.812500 Penalty: 856.452515
	Iteration 5F: 3 clusters Score -708153.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -708924.625000 Penalty: 856.452515
	Iteration 6Q: 3 clusters Score -708924.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -709185.375000 Penalty: 856.452515
	Iteration 7Q: 3 clusters Score -709185.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -709287.937500 Penalty: 856.452515
	Iteration 8Q: 3 clusters Score -709287.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -709347.187500 Penalty: 856.452515
	Iteration 9Q: 3 clusters Score -709347.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -709405.500000 Penalty: 856.452515
	Iteration 10Q: 3 clusters Score -709405.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -709447.437500 Penalty: 856.452515
	Iteration 11Q: 3 clusters Score -709447.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -709486.125000 Penalty: 856.452515
	Iteration 12Q: 3 clusters Score -709486.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -709523.437500 Penalty: 856.452515
	Iteration 13Q: 3 clusters Score -709523.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -709551.500000 Penalty: 856.452515
	Iteration 14Q: 3 clusters Score -709551.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -709567.687500 Penalty: 856.452515
	Iteration 15Q: 3 clusters Score -709567.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -709582.562500 Penalty: 856.452515
	Iteration 16Q: 3 clusters Score -709582.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -709594.687500 Penalty: 856.452515
	Iteration 17Q: 3 clusters Score -709594.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -709605.687500 Penalty: 856.452515
	Iteration 18Q: 3 clusters Score -709605.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -709614.500000 Penalty: 856.452515
	Iteration 19Q: 3 clusters Score -709614.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -709623.687500 Penalty: 856.452515
	Iteration 20F: 3 clusters Score -709623.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -709630.000000 Penalty: 856.452515
	Iteration 21Q: 3 clusters Score -709630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -709638.937500 Penalty: 856.452515
	Iteration 22Q: 3 clusters Score -709638.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -709646.250000 Penalty: 856.452515
	Iteration 23Q: 3 clusters Score -709646.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -709654.625000 Penalty: 856.452515
	Iteration 24Q: 3 clusters Score -709654.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -709660.062500 Penalty: 856.452515
	Iteration 25Q: 3 clusters Score -709660.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -709664.687500 Penalty: 856.452515
	Iteration 26Q: 3 clusters Score -709664.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -709666.812500 Penalty: 856.452515
	Iteration 27Q: 3 clusters Score -709666.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -709670.250000 Penalty: 856.452515
	Iteration 28Q: 3 clusters Score -709670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -709671.937500 Penalty: 856.452515
	Iteration 29Q: 3 clusters Score -709671.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -709673.500000 Penalty: 856.452515
	Iteration 30Q: 3 clusters Score -709673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -709676.750000 Penalty: 856.452515
	Iteration 31Q: 3 clusters Score -709676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -709677.750000 Penalty: 856.452515
	Iteration 32Q: 3 clusters Score -709677.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -709679.312500 Penalty: 856.452515
	Iteration 33Q: 3 clusters Score -709679.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -709679.875000 Penalty: 856.452515
	Iteration 34Q: 3 clusters Score -709679.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -709683.375000 Penalty: 856.452515
	Iteration 35Q: 3 clusters Score -709683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -709684.562500 Penalty: 856.452515
	Iteration 36Q: 3 clusters Score -709684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -709685.812500 Penalty: 856.452515
	Iteration 37Q: 3 clusters Score -709685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -709685.187500 Penalty: 856.452515
	Iteration 38Q: 3 clusters Score -709685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -709685.187500 Penalty: 856.452515
	Iteration 39F: 3 clusters Score -709685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Entering Unmasked Estep 
Score: -1765845.625000 Penalty: 471.226715
	Iteration 0F: 2 clusters Score -1765846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1744857.500000 Penalty: 942.453430
	Iteration 0F: 3 clusters Score -1744858 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1753964.125000 Penalty: 942.453430
	Iteration 1F: 3 clusters Score -1753964 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1754679.375000 Penalty: 942.453430
	Iteration 2F: 3 clusters Score -1754679 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1755698.500000 Penalty: 942.453430
	Iteration 3F: 3 clusters Score -1755698 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1757161.125000 Penalty: 942.453430
	Iteration 4F: 3 clusters Score -1757161 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1759169.500000 Penalty: 942.453430
	Iteration 5F: 3 clusters Score -1759170 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1761512.125000 Penalty: 942.453430
	Iteration 6F: 3 clusters Score -1761512 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1763598.750000 Penalty: 942.453430
	Iteration 7F: 3 clusters Score -1763599 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1764797.625000 Penalty: 942.453430
	Iteration 8Q: 3 clusters Score -1764798 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1765227.750000 Penalty: 942.453430
	Iteration 9Q: 3 clusters Score -1765228 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1765370.000000 Penalty: 942.453430
	Iteration 10Q: 3 clusters Score -1765370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1765450.500000 Penalty: 942.453430
	Iteration 11Q: 3 clusters Score -1765450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1765475.875000 Penalty: 942.453430
	Iteration 12Q: 3 clusters Score -1765476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1765499.875000 Penalty: 942.453430
	Iteration 13Q: 3 clusters Score -1765500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1765503.000000 Penalty: 942.453430
	Iteration 14Q: 3 clusters Score -1765503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1765503.500000 Penalty: 942.453430
	Iteration 15Q: 3 clusters Score -1765504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1765506.125000 Penalty: 942.453430
	Iteration 16Q: 3 clusters Score -1765506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1765507.125000 Penalty: 942.453430
	Iteration 17Q: 3 clusters Score -1765507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1765512.375000 Penalty: 942.453430
	Iteration 18Q: 3 clusters Score -1765512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1765513.500000 Penalty: 942.453430
	Iteration 19Q: 3 clusters Score -1765514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1765513.625000 Penalty: 942.453430
	Iteration 20F: 3 clusters Score -1765514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1765516.000000 Penalty: 942.453430
	Iteration 21Q: 3 clusters Score -1765516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1765516.000000 Penalty: 942.453430
	Iteration 22F: 3 clusters Score -1765516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -230712.031250 Penalty: 374.720947
	Iteration 0F: 2 clusters Score -230712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -228196.734375 Penalty: 749.441895
	Iteration 0F: 3 clusters Score -228196.7 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -229122.234375 Penalty: 749.441895
	Iteration 1F: 3 clusters Score -229122.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -229220.921875 Penalty: 749.441895
	Iteration 2F: 3 clusters Score -229220.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -229330.812500 Penalty: 749.441895
	Iteration 3F: 3 clusters Score -229330.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -229501.093750 Penalty: 749.441895
	Iteration 4F: 3 clusters Score -229501.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -229687.890625 Penalty: 749.441895
	Iteration 5F: 3 clusters Score -229687.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -229860.062500 Penalty: 749.441895
	Iteration 6Q: 3 clusters Score -229860.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -229967.296875 Penalty: 749.441895
	Iteration 7Q: 3 clusters Score -229967.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -230020.031250 Penalty: 749.441895
	Iteration 8Q: 3 clusters Score -230020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -230055.890625 Penalty: 749.441895
	Iteration 9Q: 3 clusters Score -230055.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -230080.421875 Penalty: 749.441895
	Iteration 10Q: 3 clusters Score -230080.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -230094.187500 Penalty: 749.441895
	Iteration 11Q: 3 clusters Score -230094.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -230107.656250 Penalty: 749.441895
	Iteration 12Q: 3 clusters Score -230107.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -230124.765625 Penalty: 749.441895
	Iteration 13Q: 3 clusters Score -230124.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -230148.031250 Penalty: 749.441895
	Iteration 14Q: 3 clusters Score -230148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -230169.468750 Penalty: 749.441895
	Iteration 15Q: 3 clusters Score -230169.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -230183.109375 Penalty: 749.441895
	Iteration 16Q: 3 clusters Score -230183.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -230195.062500 Penalty: 749.441895
	Iteration 17Q: 3 clusters Score -230195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -230202.859375 Penalty: 749.441895
	Iteration 18Q: 3 clusters Score -230202.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -230208.078125 Penalty: 749.441895
	Iteration 19Q: 3 clusters Score -230208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -230213.750000 Penalty: 749.441895
	Iteration 20F: 3 clusters Score -230213.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -230219.046875 Penalty: 749.441895
	Iteration 21Q: 3 clusters Score -230219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -230223.031250 Penalty: 749.441895
	Iteration 22Q: 3 clusters Score -230223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -230225.781250 Penalty: 749.441895
	Iteration 23Q: 3 clusters Score -230225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -230229.765625 Penalty: 749.441895
	Iteration 24Q: 3 clusters Score -230229.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -230234.468750 Penalty: 749.441895
	Iteration 25Q: 3 clusters Score -230234.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -230239.437500 Penalty: 749.441895
	Iteration 26Q: 3 clusters Score -230239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -230243.375000 Penalty: 749.441895
	Iteration 27Q: 3 clusters Score -230243.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -230245.312500 Penalty: 749.441895
	Iteration 28Q: 3 clusters Score -230245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -230246.953125 Penalty: 749.441895
	Iteration 29Q: 3 clusters Score -230247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -230250.703125 Penalty: 749.441895
	Iteration 30Q: 3 clusters Score -230250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -230253.015625 Penalty: 749.441895
	Iteration 31Q: 3 clusters Score -230253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -230255.218750 Penalty: 749.441895
	Iteration 32Q: 3 clusters Score -230255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -230258.531250 Penalty: 749.441895
	Iteration 33Q: 3 clusters Score -230258.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -230265.187500 Penalty: 749.441895
	Iteration 34Q: 3 clusters Score -230265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -230273.328125 Penalty: 749.441895
	Iteration 35Q: 3 clusters Score -230273.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -230283.531250 Penalty: 749.441895
	Iteration 36Q: 3 clusters Score -230283.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -230294.546875 Penalty: 749.441895
	Iteration 37Q: 3 clusters Score -230294.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -230306.468750 Penalty: 749.441895
	Iteration 38Q: 3 clusters Score -230306.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -230317.171875 Penalty: 749.441895
	Iteration 39Q: 3 clusters Score -230317.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -230323.312500 Penalty: 749.441895
	Iteration 40F: 3 clusters Score -230323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -230325.718750 Penalty: 749.441895
	Iteration 41Q: 3 clusters Score -230325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -230328.296875 Penalty: 749.441895
	Iteration 42Q: 3 clusters Score -230328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -230330.781250 Penalty: 749.441895
	Iteration 43Q: 3 clusters Score -230330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -230332.250000 Penalty: 749.441895
	Iteration 44Q: 3 clusters Score -230332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -230332.453125 Penalty: 749.441895
	Iteration 45Q: 3 clusters Score -230332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -230332.593750 Penalty: 749.441895
	Iteration 46Q: 3 clusters Score -230332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -230332.593750 Penalty: 749.441895
	Iteration 47Q: 3 clusters Score -230332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -230333.140625 Penalty: 749.441895
	Iteration 48Q: 3 clusters Score -230333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -230334.906250 Penalty: 749.441895
	Iteration 49Q: 3 clusters Score -230334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -230338.890625 Penalty: 749.441895
	Iteration 50Q: 3 clusters Score -230338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -230341.656250 Penalty: 749.441895
	Iteration 51Q: 3 clusters Score -230341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -230345.234375 Penalty: 749.441895
	Iteration 52Q: 3 clusters Score -230345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -230349.984375 Penalty: 749.441895
	Iteration 53Q: 3 clusters Score -230350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -230351.750000 Penalty: 749.441895
	Iteration 54Q: 3 clusters Score -230351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -230356.625000 Penalty: 749.441895
	Iteration 55Q: 3 clusters Score -230356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -230363.500000 Penalty: 749.441895
	Iteration 56Q: 3 clusters Score -230363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -230368.656250 Penalty: 749.441895
	Iteration 57Q: 3 clusters Score -230368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -230372.296875 Penalty: 749.441895
	Iteration 58Q: 3 clusters Score -230372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -230373.687500 Penalty: 749.441895
	Iteration 59Q: 3 clusters Score -230373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -230374.156250 Penalty: 749.441895
	Iteration 60F: 3 clusters Score -230374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -230374.546875 Penalty: 749.441895
	Iteration 61Q: 3 clusters Score -230374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -230375.656250 Penalty: 749.441895
	Iteration 62Q: 3 clusters Score -230375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -230375.937500 Penalty: 749.441895
	Iteration 63Q: 3 clusters Score -230375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -230377.203125 Penalty: 749.441895
	Iteration 64Q: 3 clusters Score -230377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -230380.421875 Penalty: 749.441895
	Iteration 65Q: 3 clusters Score -230380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -230382.468750 Penalty: 749.441895
	Iteration 66Q: 3 clusters Score -230382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -230384.265625 Penalty: 749.441895
	Iteration 67Q: 3 clusters Score -230384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -230384.500000 Penalty: 749.441895
	Iteration 68Q: 3 clusters Score -230384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -230384.484375 Penalty: 749.441895
	Iteration 69Q: 3 clusters Score -230384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -230384.484375 Penalty: 749.441895
	Iteration 70F: 3 clusters Score -230384.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12605.948242 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12605.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12263.945312 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12263.95 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12329.260742 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12329.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12377.434570 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12377.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12400.826172 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -12400.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12419.262695 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12419.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12434.754883 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12434.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12453.210938 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12453.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12477.995117 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12486.755859 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12486.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12492.482422 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -12492.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12501.569336 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -12501.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12503.887695 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -12503.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12505.815430 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -12505.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12505.815430 Penalty: 509.456421
	Iteration 13F: 3 clusters Score -12505.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -282236.625000 Penalty: 387.019806
	Iteration 0F: 2 clusters Score -282236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -278950.968750 Penalty: 774.039612
	Iteration 0F: 3 clusters Score -278951 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -280270.656250 Penalty: 774.039612
	Iteration 1F: 3 clusters Score -280270.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -280454.718750 Penalty: 774.039612
	Iteration 2F: 3 clusters Score -280454.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -280675.531250 Penalty: 774.039612
	Iteration 3F: 3 clusters Score -280675.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -280930.156250 Penalty: 774.039612
	Iteration 4F: 3 clusters Score -280930.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -281168.531250 Penalty: 774.039612
	Iteration 5F: 3 clusters Score -281168.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -281312.125000 Penalty: 774.039612
	Iteration 6F: 3 clusters Score -281312.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -281371.656250 Penalty: 774.039612
	Iteration 7Q: 3 clusters Score -281371.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -281402.281250 Penalty: 774.039612
	Iteration 8Q: 3 clusters Score -281402.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -281418.187500 Penalty: 774.039612
	Iteration 9Q: 3 clusters Score -281418.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -281425.843750 Penalty: 774.039612
	Iteration 10Q: 3 clusters Score -281425.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -281429.625000 Penalty: 774.039612
	Iteration 11Q: 3 clusters Score -281429.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -281433.000000 Penalty: 774.039612
	Iteration 12Q: 3 clusters Score -281433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -281434.187500 Penalty: 774.039612
	Iteration 13Q: 3 clusters Score -281434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -281436.031250 Penalty: 774.039612
	Iteration 14Q: 3 clusters Score -281436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -281437.531250 Penalty: 774.039612
	Iteration 15Q: 3 clusters Score -281437.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -281438.343750 Penalty: 774.039612
	Iteration 16Q: 3 clusters Score -281438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -281438.906250 Penalty: 774.039612
	Iteration 17Q: 3 clusters Score -281438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -281439.625000 Penalty: 774.039612
	Iteration 18Q: 3 clusters Score -281439.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -281440.125000 Penalty: 774.039612
	Iteration 19Q: 3 clusters Score -281440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -281441.093750 Penalty: 774.039612
	Iteration 20F: 3 clusters Score -281441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -281441.718750 Penalty: 774.039612
	Iteration 21Q: 3 clusters Score -281441.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -281443.500000 Penalty: 774.039612
	Iteration 22Q: 3 clusters Score -281443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -281444.062500 Penalty: 774.039612
	Iteration 23Q: 3 clusters Score -281444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -281446.843750 Penalty: 774.039612
	Iteration 24Q: 3 clusters Score -281446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -281448.468750 Penalty: 774.039612
	Iteration 25Q: 3 clusters Score -281448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -281449.468750 Penalty: 774.039612
	Iteration 26Q: 3 clusters Score -281449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -281450.093750 Penalty: 774.039612
	Iteration 27Q: 3 clusters Score -281450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -281451.218750 Penalty: 774.039612
	Iteration 28Q: 3 clusters Score -281451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -281452.343750 Penalty: 774.039612
	Iteration 29Q: 3 clusters Score -281452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -281452.375000 Penalty: 774.039612
	Iteration 30Q: 3 clusters Score -281452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -281452.937500 Penalty: 774.039612
	Iteration 31Q: 3 clusters Score -281452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -281452.968750 Penalty: 774.039612
	Iteration 32Q: 3 clusters Score -281453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -281453.000000 Penalty: 774.039612
	Iteration 33Q: 3 clusters Score -281453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -281452.375000 Penalty: 774.039612
	Iteration 34Q: 3 clusters Score -281452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -281452.687500 Penalty: 774.039612
	Iteration 35Q: 3 clusters Score -281452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -281453.500000 Penalty: 774.039612
	Iteration 36Q: 3 clusters Score -281453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -281453.937500 Penalty: 774.039612
	Iteration 37Q: 3 clusters Score -281453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -281453.812500 Penalty: 774.039612
	Iteration 38Q: 3 clusters Score -281453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -281454.343750 Penalty: 774.039612
	Iteration 39Q: 3 clusters Score -281454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -281453.937500 Penalty: 774.039612
	Iteration 40F: 3 clusters Score -281453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -281454.718750 Penalty: 774.039612
	Iteration 41Q: 3 clusters Score -281454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -281454.875000 Penalty: 774.039612
	Iteration 42Q: 3 clusters Score -281454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -281454.937500 Penalty: 774.039612
	Iteration 43Q: 3 clusters Score -281454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -281454.937500 Penalty: 774.039612
	Iteration 44F: 3 clusters Score -281454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -248462.937500 Penalty: 381.684845
	Iteration 0F: 2 clusters Score -248462.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -245455.265625 Penalty: 763.369690
	Iteration 0F: 3 clusters Score -245455.3 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -246596.375000 Penalty: 763.369690
	Iteration 1F: 3 clusters Score -246596.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -246771.640625 Penalty: 763.369690
	Iteration 2F: 3 clusters Score -246771.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247002.890625 Penalty: 763.369690
	Iteration 3F: 3 clusters Score -247002.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -247295.156250 Penalty: 763.369690
	Iteration 4F: 3 clusters Score -247295.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -247580.125000 Penalty: 763.369690
	Iteration 5F: 3 clusters Score -247580.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -247795.421875 Penalty: 763.369690
	Iteration 6F: 3 clusters Score -247795.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -247918.046875 Penalty: 763.369690
	Iteration 7Q: 3 clusters Score -247918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -247990.453125 Penalty: 763.369690
	Iteration 8Q: 3 clusters Score -247990.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -248027.578125 Penalty: 763.369690
	Iteration 9Q: 3 clusters Score -248027.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -248048.671875 Penalty: 763.369690
	Iteration 10Q: 3 clusters Score -248048.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -248065.437500 Penalty: 763.369690
	Iteration 11Q: 3 clusters Score -248065.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -248078.578125 Penalty: 763.369690
	Iteration 12Q: 3 clusters Score -248078.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -248095.656250 Penalty: 763.369690
	Iteration 13Q: 3 clusters Score -248095.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -248113.968750 Penalty: 763.369690
	Iteration 14Q: 3 clusters Score -248114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -248131.125000 Penalty: 763.369690
	Iteration 15Q: 3 clusters Score -248131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -248135.609375 Penalty: 763.369690
	Iteration 16Q: 3 clusters Score -248135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -248142.171875 Penalty: 763.369690
	Iteration 17Q: 3 clusters Score -248142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -248144.203125 Penalty: 763.369690
	Iteration 18Q: 3 clusters Score -248144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -248145.437500 Penalty: 763.369690
	Iteration 19Q: 3 clusters Score -248145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -248145.625000 Penalty: 763.369690
	Iteration 20F: 3 clusters Score -248145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -11322.496094 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -11322.5 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 124 members 
Entering Unmasked Estep 
Score: -11036.637695 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -11036.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11125.180664 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -11125.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11152.009766 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -11152.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11206.858398 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -11206.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11299.187500 Penalty: 497.976624
	Iteration 4F: 3 clusters Score -11299.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11381.129883 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -11381.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11450.442383 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -11450.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11481.184570 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -11481.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11483.529297 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -11483.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11483.529297 Penalty: 497.976624
	Iteration 9F: 3 clusters Score -11483.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 12229 members 
Mstep: Class 10 contains 31465 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179732 members 
Mstep: Class 23 contains 131538 members 
Mstep: Class 24 contains 1417 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 117 members 
Entering Unmasked Estep 
Score: -23057040.000000 Penalty: 17636.460938
Splitting cluster 15 changes total score from -23057208.000000 to -23057040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (14297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Entering Unmasked Estep 
Score: -902028.937500 Penalty: 435.335144
	Iteration 0F: 2 clusters Score -902028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -892589.500000 Penalty: 870.670288
	Iteration 0F: 3 clusters Score -892589.5 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -896399.500000 Penalty: 870.670288
	Iteration 1F: 3 clusters Score -896399.5 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -896775.125000 Penalty: 870.670288
	Iteration 2F: 3 clusters Score -896775.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -897289.625000 Penalty: 870.670288
	Iteration 3F: 3 clusters Score -897289.6 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -898012.687500 Penalty: 870.670288
	Iteration 4F: 3 clusters Score -898012.7 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -898861.000000 Penalty: 870.670288
	Iteration 5F: 3 clusters Score -898861 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -899649.187500 Penalty: 870.670288
	Iteration 6F: 3 clusters Score -899649.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -900298.687500 Penalty: 870.670288
	Iteration 7F: 3 clusters Score -900298.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -900759.250000 Penalty: 870.670288
	Iteration 8Q: 3 clusters Score -900759.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -901044.500000 Penalty: 870.670288
	Iteration 9Q: 3 clusters Score -901044.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -901197.437500 Penalty: 870.670288
	Iteration 10Q: 3 clusters Score -901197.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -901305.937500 Penalty: 870.670288
	Iteration 11Q: 3 clusters Score -901305.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -901378.687500 Penalty: 870.670288
	Iteration 12Q: 3 clusters Score -901378.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -901425.812500 Penalty: 870.670288
	Iteration 13Q: 3 clusters Score -901425.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -901446.562500 Penalty: 870.670288
	Iteration 14Q: 3 clusters Score -901446.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -901464.312500 Penalty: 870.670288
	Iteration 15Q: 3 clusters Score -901464.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -901478.875000 Penalty: 870.670288
	Iteration 16Q: 3 clusters Score -901478.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -901506.437500 Penalty: 870.670288
	Iteration 17Q: 3 clusters Score -901506.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -901525.937500 Penalty: 870.670288
	Iteration 18Q: 3 clusters Score -901525.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -901537.937500 Penalty: 870.670288
	Iteration 19Q: 3 clusters Score -901537.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -901548.562500 Penalty: 870.670288
	Iteration 20F: 3 clusters Score -901548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -901558.125000 Penalty: 870.670288
	Iteration 21Q: 3 clusters Score -901558.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -901566.812500 Penalty: 870.670288
	Iteration 22Q: 3 clusters Score -901566.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -901569.250000 Penalty: 870.670288
	Iteration 23Q: 3 clusters Score -901569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -901575.937500 Penalty: 870.670288
	Iteration 24Q: 3 clusters Score -901575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -901584.937500 Penalty: 870.670288
	Iteration 25Q: 3 clusters Score -901584.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -901599.062500 Penalty: 870.670288
	Iteration 26Q: 3 clusters Score -901599.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -901615.000000 Penalty: 870.670288
	Iteration 27Q: 3 clusters Score -901615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -901622.875000 Penalty: 870.670288
	Iteration 28Q: 3 clusters Score -901622.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -901630.062500 Penalty: 870.670288
	Iteration 29Q: 3 clusters Score -901630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -901636.937500 Penalty: 870.670288
	Iteration 30Q: 3 clusters Score -901636.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -901640.812500 Penalty: 870.670288
	Iteration 31Q: 3 clusters Score -901640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -901639.375000 Penalty: 870.670288
	Iteration 32Q: 3 clusters Score -901639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -901641.437500 Penalty: 870.670288
	Iteration 33Q: 3 clusters Score -901641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -901643.125000 Penalty: 870.670288
	Iteration 34Q: 3 clusters Score -901643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -901643.812500 Penalty: 870.670288
	Iteration 35Q: 3 clusters Score -901643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -901645.437500 Penalty: 870.670288
	Iteration 36Q: 3 clusters Score -901645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -901644.937500 Penalty: 870.670288
	Iteration 37Q: 3 clusters Score -901644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -901646.437500 Penalty: 870.670288
	Iteration 38Q: 3 clusters Score -901646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -901646.500000 Penalty: 870.670288
	Iteration 39Q: 3 clusters Score -901646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -901647.875000 Penalty: 870.670288
	Iteration 40F: 3 clusters Score -901647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -901650.187500 Penalty: 870.670288
	Iteration 41Q: 3 clusters Score -901650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -901651.687500 Penalty: 870.670288
	Iteration 42Q: 3 clusters Score -901651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -901652.437500 Penalty: 870.670288
	Iteration 43Q: 3 clusters Score -901652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -901652.062500 Penalty: 870.670288
	Iteration 44Q: 3 clusters Score -901652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -901654.812500 Penalty: 870.670288
	Iteration 45Q: 3 clusters Score -901654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -901656.500000 Penalty: 870.670288
	Iteration 46Q: 3 clusters Score -901656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -901656.437500 Penalty: 870.670288
	Iteration 47Q: 3 clusters Score -901656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -901657.687500 Penalty: 870.670288
	Iteration 48Q: 3 clusters Score -901657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -901658.187500 Penalty: 870.670288
	Iteration 49Q: 3 clusters Score -901658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -901658.875000 Penalty: 870.670288
	Iteration 50Q: 3 clusters Score -901658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -901658.687500 Penalty: 870.670288
	Iteration 51Q: 3 clusters Score -901658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -901660.312500 Penalty: 870.670288
	Iteration 52Q: 3 clusters Score -901660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -901660.250000 Penalty: 870.670288
	Iteration 53Q: 3 clusters Score -901660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -901661.937500 Penalty: 870.670288
	Iteration 54Q: 3 clusters Score -901661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -901661.937500 Penalty: 870.670288
	Iteration 55F: 3 clusters Score -901661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -128183.906250 Penalty: 353.755920
	Iteration 0F: 2 clusters Score -128183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -126517.960938 Penalty: 707.511841
	Iteration 0F: 3 clusters Score -126518 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -127064.093750 Penalty: 707.511841
	Iteration 1F: 3 clusters Score -127064.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -127161.906250 Penalty: 707.511841
	Iteration 2F: 3 clusters Score -127161.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -127262.734375 Penalty: 707.511841
	Iteration 3F: 3 clusters Score -127262.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -127390.375000 Penalty: 707.511841
	Iteration 4F: 3 clusters Score -127390.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -127535.929688 Penalty: 707.511841
	Iteration 5F: 3 clusters Score -127535.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -127667.500000 Penalty: 707.511841
	Iteration 6F: 3 clusters Score -127667.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -127753.570312 Penalty: 707.511841
	Iteration 7F: 3 clusters Score -127753.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -127799.085938 Penalty: 707.511841
	Iteration 8Q: 3 clusters Score -127799.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -127823.757812 Penalty: 707.511841
	Iteration 9Q: 3 clusters Score -127823.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -127841.289062 Penalty: 707.511841
	Iteration 10Q: 3 clusters Score -127841.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -127855.078125 Penalty: 707.511841
	Iteration 11Q: 3 clusters Score -127855.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -127862.523438 Penalty: 707.511841
	Iteration 12Q: 3 clusters Score -127862.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -127866.062500 Penalty: 707.511841
	Iteration 13Q: 3 clusters Score -127866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -127867.921875 Penalty: 707.511841
	Iteration 14Q: 3 clusters Score -127867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -127868.914062 Penalty: 707.511841
	Iteration 15Q: 3 clusters Score -127868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -127869.414062 Penalty: 707.511841
	Iteration 16Q: 3 clusters Score -127869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -127869.804688 Penalty: 707.511841
	Iteration 17Q: 3 clusters Score -127869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -127869.804688 Penalty: 707.511841
	Iteration 18F: 3 clusters Score -127869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -54577.804688 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54577.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54846.136719 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54846.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -54900.230469 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54900.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -54920.742188 Penalty: 627.599182
	Iteration 3Q: 3 clusters Score -54920.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54932.609375 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -54932.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54943.808594 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54943.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54952.324219 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -54952.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54962.304688 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -54962.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54969.226562 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -54969.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54972.828125 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -54972.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54974.750000 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -54974.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54977.097656 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -54977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54979.097656 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -54979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54982.382812 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -54982.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54983.765625 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -54983.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54984.878906 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -54984.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54987.535156 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -54987.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54988.683594 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -54988.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54994.718750 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -54994.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54998.640625 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -54998.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55002.160156 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55002.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55005.261719 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55005.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55006.644531 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -55006.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55008.140625 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -55008.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55009.484375 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -55009.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55010.968750 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -55010.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55012.359375 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -55012.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55013.058594 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -55013.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55013.644531 Penalty: 627.599182
	Iteration 28Q: 3 clusters Score -55013.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55013.695312 Penalty: 627.599182
	Iteration 29Q: 3 clusters Score -55013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55013.695312 Penalty: 627.599182
	Iteration 30F: 3 clusters Score -55013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 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 697 members 
Entering Unmasked Estep 
Score: -76170.976562 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76170.98 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -76485.085938 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76485.09 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -76549.500000 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76549.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -76584.039062 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76584.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -76613.265625 Penalty: 657.054016
	Iteration 4Q: 3 clusters Score -76613.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -76641.492188 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76641.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -76675.898438 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76675.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -76710.320312 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76710.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -76740.468750 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76740.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -76768.015625 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76768.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -76791.953125 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76791.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -76808.679688 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76808.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -76831.875000 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76831.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -76859.062500 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76859.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -76882.882812 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76882.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -76904.648438 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76904.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -76913.781250 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76913.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -76920.187500 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76920.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -76925.421875 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76925.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -76928.617188 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -76928.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -76933.523438 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -76933.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -76940.289062 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -76940.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -76946.179688 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -76946.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -76949.101562 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -76949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -76950.195312 Penalty: 657.054016
	Iteration 24Q: 3 clusters Score -76950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -76951.687500 Penalty: 657.054016
	Iteration 25Q: 3 clusters Score -76951.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -76952.695312 Penalty: 657.054016
	Iteration 26Q: 3 clusters Score -76952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -76953.078125 Penalty: 657.054016
	Iteration 27Q: 3 clusters Score -76953.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -76953.507812 Penalty: 657.054016
	Iteration 28Q: 3 clusters Score -76953.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -76953.507812 Penalty: 657.054016
	Iteration 29F: 3 clusters Score -76953.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7314.554688 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7314.555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7087.080078 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7087.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7141.696289 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7141.696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7147.571289 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -7147.571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7150.076660 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7150.077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7150.076660 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -7150.077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 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 366 members 
Entering Unmasked Estep 
Score: -39974.867188 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -39974.87 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40141.105469 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40141.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40210.281250 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40210.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40262.421875 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40262.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40301.593750 Penalty: 601.573303
	Iteration 4F: 3 clusters Score -40301.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40320.707031 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40320.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40338.464844 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40338.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40364.972656 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40364.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40397.050781 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40397.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40410.191406 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40410.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40419.597656 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40419.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40431.148438 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40431.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40445.765625 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40445.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40459.937500 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40459.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40474.164062 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40474.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40495.816406 Penalty: 601.573303
	Iteration 15Q: 3 clusters Score -40495.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40522.539062 Penalty: 601.573303
	Iteration 16Q: 3 clusters Score -40522.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40550.863281 Penalty: 601.573303
	Iteration 17Q: 3 clusters Score -40550.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40570.148438 Penalty: 601.573303
	Iteration 18Q: 3 clusters Score -40570.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40591.613281 Penalty: 601.573303
	Iteration 19Q: 3 clusters Score -40591.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40604.472656 Penalty: 601.573303
	Iteration 20F: 3 clusters Score -40604.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40608.070312 Penalty: 601.573303
	Iteration 21Q: 3 clusters Score -40608.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40612.171875 Penalty: 601.573303
	Iteration 22Q: 3 clusters Score -40612.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40613.378906 Penalty: 601.573303
	Iteration 23Q: 3 clusters Score -40613.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40613.378906 Penalty: 601.573303
	Iteration 24F: 3 clusters Score -40613.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (179732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179732 members 
Entering Unmasked Estep 
Score: -10477591.000000 Penalty: 550.514587
	Iteration 0F: 2 clusters Score -1.047759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -10364312.000000 Penalty: 1101.029175
	Iteration 0F: 3 clusters Score -1.036431e+07 nChanged 88268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -10419056.000000 Penalty: 1101.029175
	Iteration 1F: 3 clusters Score -1.041906e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -10421199.000000 Penalty: 1101.029175
	Iteration 2Q: 3 clusters Score -1.04212e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -10424188.000000 Penalty: 1101.029175
	Iteration 3Q: 3 clusters Score -1.042419e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -10428637.000000 Penalty: 1101.029175
	Iteration 4Q: 3 clusters Score -1.042864e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -10434811.000000 Penalty: 1101.029175
	Iteration 5F: 3 clusters Score -1.043481e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 114234 members 
Entering Unmasked Estep 
Score: -10443477.000000 Penalty: 1101.029175
	Iteration 6F: 3 clusters Score -1.044348e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -10452088.000000 Penalty: 1101.029175
	Iteration 7F: 3 clusters Score -1.045209e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -10456674.000000 Penalty: 1101.029175
	Iteration 8Q: 3 clusters Score -1.045667e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 124107 members 
Entering Unmasked Estep 
Score: -10458365.000000 Penalty: 1101.029175
	Iteration 9Q: 3 clusters Score -1.045836e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 127258 members 
Entering Unmasked Estep 
Score: -10459392.000000 Penalty: 1101.029175
	Iteration 10Q: 3 clusters Score -1.045939e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 130519 members 
Entering Unmasked Estep 
Score: -10460299.000000 Penalty: 1101.029175
	Iteration 11Q: 3 clusters Score -1.04603e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -10461213.000000 Penalty: 1101.029175
	Iteration 12Q: 3 clusters Score -1.046121e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -10462134.000000 Penalty: 1101.029175
	Iteration 13Q: 3 clusters Score -1.046213e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 140242 members 
Entering Unmasked Estep 
Score: -10463193.000000 Penalty: 1101.029175
	Iteration 14Q: 3 clusters Score -1.046319e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -10464145.000000 Penalty: 1101.029175
	Iteration 15Q: 3 clusters Score -1.046414e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 146650 members 
Entering Unmasked Estep 
Score: -10465267.000000 Penalty: 1101.029175
	Iteration 16Q: 3 clusters Score -1.046527e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 149901 members 
Entering Unmasked Estep 
Score: -10466239.000000 Penalty: 1101.029175
	Iteration 17Q: 3 clusters Score -1.046624e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 153105 members 
Entering Unmasked Estep 
Score: -10467348.000000 Penalty: 1101.029175
	Iteration 18Q: 3 clusters Score -1.046735e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 156183 members 
Entering Unmasked Estep 
Score: -10468399.000000 Penalty: 1101.029175
	Iteration 19Q: 3 clusters Score -1.04684e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -10469454.000000 Penalty: 1101.029175
	Iteration 20F: 3 clusters Score -1.046945e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -10470269.000000 Penalty: 1101.029175
	Iteration 21Q: 3 clusters Score -1.047027e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -10471189.000000 Penalty: 1101.029175
	Iteration 22Q: 3 clusters Score -1.047119e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 166385 members 
Entering Unmasked Estep 
Score: -10471970.000000 Penalty: 1101.029175
	Iteration 23Q: 3 clusters Score -1.047197e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 168327 members 
Entering Unmasked Estep 
Score: -10472767.000000 Penalty: 1101.029175
	Iteration 24Q: 3 clusters Score -1.047277e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -10473521.000000 Penalty: 1101.029175
	Iteration 25Q: 3 clusters Score -1.047352e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -10474068.000000 Penalty: 1101.029175
	Iteration 26Q: 3 clusters Score -1.047407e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -10474613.000000 Penalty: 1101.029175
	Iteration 27Q: 3 clusters Score -1.047461e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 173661 members 
Entering Unmasked Estep 
Score: -10475076.000000 Penalty: 1101.029175
	Iteration 28Q: 3 clusters Score -1.047508e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -10475403.000000 Penalty: 1101.029175
	Iteration 29Q: 3 clusters Score -1.04754e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -10475672.000000 Penalty: 1101.029175
	Iteration 30Q: 3 clusters Score -1.047567e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -10475935.000000 Penalty: 1101.029175
	Iteration 31Q: 3 clusters Score -1.047594e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -10476190.000000 Penalty: 1101.029175
	Iteration 32Q: 3 clusters Score -1.047619e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -10476409.000000 Penalty: 1101.029175
	Iteration 33Q: 3 clusters Score -1.047641e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 177282 members 
Entering Unmasked Estep 
Score: -10476493.000000 Penalty: 1101.029175
	Iteration 34Q: 3 clusters Score -1.047649e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 177577 members 
Entering Unmasked Estep 
Score: -10476545.000000 Penalty: 1101.029175
	Iteration 35Q: 3 clusters Score -1.047654e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -10476628.000000 Penalty: 1101.029175
	Iteration 36Q: 3 clusters Score -1.047663e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 178044 members 
Entering Unmasked Estep 
Score: -10476718.000000 Penalty: 1101.029175
	Iteration 37Q: 3 clusters Score -1.047672e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 178222 members 
Entering Unmasked Estep 
Score: -10476807.000000 Penalty: 1101.029175
	Iteration 38Q: 3 clusters Score -1.047681e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 178365 members 
Entering Unmasked Estep 
Score: -10476855.000000 Penalty: 1101.029175
	Iteration 39Q: 3 clusters Score -1.047686e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 178475 members 
Entering Unmasked Estep 
Score: -10476863.000000 Penalty: 1101.029175
	Iteration 40F: 3 clusters Score -1.047686e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 178562 members 
Entering Unmasked Estep 
Score: -10476938.000000 Penalty: 1101.029175
	Iteration 41Q: 3 clusters Score -1.047694e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -10476967.000000 Penalty: 1101.029175
	Iteration 42Q: 3 clusters Score -1.047697e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 178720 members 
Entering Unmasked Estep 
Score: -10477006.000000 Penalty: 1101.029175
	Iteration 43Q: 3 clusters Score -1.047701e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -10477023.000000 Penalty: 1101.029175
	Iteration 44Q: 3 clusters Score -1.047702e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -10477060.000000 Penalty: 1101.029175
	Iteration 45Q: 3 clusters Score -1.047706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 178847 members 
Entering Unmasked Estep 
Score: -10477068.000000 Penalty: 1101.029175
	Iteration 46Q: 3 clusters Score -1.047707e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 178879 members 
Entering Unmasked Estep 
Score: -10477067.000000 Penalty: 1101.029175
	Iteration 47Q: 3 clusters Score -1.047707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 178909 members 
Entering Unmasked Estep 
Score: -10477077.000000 Penalty: 1101.029175
	Iteration 48Q: 3 clusters Score -1.047708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 178937 members 
Entering Unmasked Estep 
Score: -10477081.000000 Penalty: 1101.029175
	Iteration 49Q: 3 clusters Score -1.047708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 178965 members 
Entering Unmasked Estep 
Score: -10477086.000000 Penalty: 1101.029175
	Iteration 50Q: 3 clusters Score -1.047709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 178985 members 
Entering Unmasked Estep 
Score: -10477090.000000 Penalty: 1101.029175
	Iteration 51Q: 3 clusters Score -1.047709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -10477099.000000 Penalty: 1101.029175
	Iteration 52Q: 3 clusters Score -1.04771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 179022 members 
Entering Unmasked Estep 
Score: -10477128.000000 Penalty: 1101.029175
	Iteration 53Q: 3 clusters Score -1.047713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 179032 members 
Entering Unmasked Estep 
Score: -10477145.000000 Penalty: 1101.029175
	Iteration 54Q: 3 clusters Score -1.047714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -10477136.000000 Penalty: 1101.029175
	Iteration 55Q: 3 clusters Score -1.047714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 179036 members 
Entering Unmasked Estep 
Score: -10477148.000000 Penalty: 1101.029175
	Iteration 56Q: 3 clusters Score -1.047715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 179037 members 
Entering Unmasked Estep 
Score: -10477140.000000 Penalty: 1101.029175
	Iteration 57Q: 3 clusters Score -1.047714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 179039 members 
Entering Unmasked Estep 
Score: -10477148.000000 Penalty: 1101.029175
	Iteration 58Q: 3 clusters Score -1.047715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -10477151.000000 Penalty: 1101.029175
	Iteration 59Q: 3 clusters Score -1.047715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 179053 members 
Entering Unmasked Estep 
Score: -10477163.000000 Penalty: 1101.029175
	Iteration 60F: 3 clusters Score -1.047716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -10477149.000000 Penalty: 1101.029175
	Iteration 61Q: 3 clusters Score -1.047715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -10477157.000000 Penalty: 1101.029175
	Iteration 62Q: 3 clusters Score -1.047716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 179075 members 
Entering Unmasked Estep 
Score: -10477158.000000 Penalty: 1101.029175
	Iteration 63Q: 3 clusters Score -1.047716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 179076 members 
Entering Unmasked Estep 
Score: -10477160.000000 Penalty: 1101.029175
	Iteration 64Q: 3 clusters Score -1.047716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 179075 members 
Entering Unmasked Estep 
Score: -10477155.000000 Penalty: 1101.029175
	Iteration 65Q: 3 clusters Score -1.047716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 179076 members 
Entering Unmasked Estep 
Score: -10477164.000000 Penalty: 1101.029175
	Iteration 66Q: 3 clusters Score -1.047716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 179079 members 
Entering Unmasked Estep 
Score: -10477157.000000 Penalty: 1101.029175
	Iteration 67Q: 3 clusters Score -1.047716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 179081 members 
Entering Unmasked Estep 
Score: -10477153.000000 Penalty: 1101.029175
	Iteration 68Q: 3 clusters Score -1.047715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 179084 members 
Entering Unmasked Estep 
Score: -10477170.000000 Penalty: 1101.029175
	Iteration 69Q: 3 clusters Score -1.047717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -10477166.000000 Penalty: 1101.029175
	Iteration 70Q: 3 clusters Score -1.047717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -10477172.000000 Penalty: 1101.029175
	Iteration 71Q: 3 clusters Score -1.047717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 179090 members 
Entering Unmasked Estep 
Score: -10477185.000000 Penalty: 1101.029175
	Iteration 72Q: 3 clusters Score -1.047718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 179093 members 
Entering Unmasked Estep 
Score: -10477178.000000 Penalty: 1101.029175
	Iteration 73Q: 3 clusters Score -1.047718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 179097 members 
Entering Unmasked Estep 
Score: -10477180.000000 Penalty: 1101.029175
	Iteration 74Q: 3 clusters Score -1.047718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -10477177.000000 Penalty: 1101.029175
	Iteration 75Q: 3 clusters Score -1.047718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 179106 members 
Entering Unmasked Estep 
Score: -10477175.000000 Penalty: 1101.029175
	Iteration 76Q: 3 clusters Score -1.047718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -10477179.000000 Penalty: 1101.029175
	Iteration 77Q: 3 clusters Score -1.047718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 179119 members 
Entering Unmasked Estep 
Score: -10477185.000000 Penalty: 1101.029175
	Iteration 78Q: 3 clusters Score -1.047718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 179124 members 
Entering Unmasked Estep 
Score: -10477182.000000 Penalty: 1101.029175
	Iteration 79Q: 3 clusters Score -1.047718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 179127 members 
Entering Unmasked Estep 
Score: -10477185.000000 Penalty: 1101.029175
	Iteration 80F: 3 clusters Score -1.047718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 179129 members 
Entering Unmasked Estep 
Score: -10477193.000000 Penalty: 1101.029175
	Iteration 81Q: 3 clusters Score -1.047719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -10477187.000000 Penalty: 1101.029175
	Iteration 82Q: 3 clusters Score -1.047719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -10477187.000000 Penalty: 1101.029175
	Iteration 83F: 3 clusters Score -1.047719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (131538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Entering Unmasked Estep 
Score: -7852021.500000 Penalty: 536.310852
	Iteration 0F: 2 clusters Score -7852022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -7768916.500000 Penalty: 1072.621704
	Iteration 0F: 3 clusters Score -7768916 nChanged 64581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -7811365.000000 Penalty: 1072.621704
	Iteration 1F: 3 clusters Score -7811365 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -7816333.500000 Penalty: 1072.621704
	Iteration 2F: 3 clusters Score -7816334 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -7823062.000000 Penalty: 1072.621704
	Iteration 3F: 3 clusters Score -7823062 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -7830103.500000 Penalty: 1072.621704
	Iteration 4F: 3 clusters Score -7830104 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -7835764.000000 Penalty: 1072.621704
	Iteration 5F: 3 clusters Score -7835764 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -7839087.500000 Penalty: 1072.621704
	Iteration 6Q: 3 clusters Score -7839088 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -7840594.000000 Penalty: 1072.621704
	Iteration 7Q: 3 clusters Score -7840594 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -7841325.000000 Penalty: 1072.621704
	Iteration 8Q: 3 clusters Score -7841325 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -7841934.000000 Penalty: 1072.621704
	Iteration 9Q: 3 clusters Score -7841934 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -7842435.500000 Penalty: 1072.621704
	Iteration 10Q: 3 clusters Score -7842436 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -7843126.500000 Penalty: 1072.621704
	Iteration 11Q: 3 clusters Score -7843126 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -7843725.000000 Penalty: 1072.621704
	Iteration 12Q: 3 clusters Score -7843725 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -7844444.500000 Penalty: 1072.621704
	Iteration 13Q: 3 clusters Score -7844444 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -7845041.000000 Penalty: 1072.621704
	Iteration 14Q: 3 clusters Score -7845041 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -7845681.500000 Penalty: 1072.621704
	Iteration 15Q: 3 clusters Score -7845682 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -7846485.500000 Penalty: 1072.621704
	Iteration 16Q: 3 clusters Score -7846486 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -7847268.000000 Penalty: 1072.621704
	Iteration 17Q: 3 clusters Score -7847268 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -7848054.000000 Penalty: 1072.621704
	Iteration 18Q: 3 clusters Score -7848054 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 120472 members 
Entering Unmasked Estep 
Score: -7848756.000000 Penalty: 1072.621704
	Iteration 19Q: 3 clusters Score -7848756 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -7849496.500000 Penalty: 1072.621704
	Iteration 20F: 3 clusters Score -7849496 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 123206 members 
Entering Unmasked Estep 
Score: -7850180.500000 Penalty: 1072.621704
	Iteration 21Q: 3 clusters Score -7850180 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -7850565.000000 Penalty: 1072.621704
	Iteration 22Q: 3 clusters Score -7850565 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 125503 members 
Entering Unmasked Estep 
Score: -7850941.000000 Penalty: 1072.621704
	Iteration 23Q: 3 clusters Score -7850941 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 126436 members 
Entering Unmasked Estep 
Score: -7851138.000000 Penalty: 1072.621704
	Iteration 24Q: 3 clusters Score -7851138 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 127245 members 
Entering Unmasked Estep 
Score: -7851346.500000 Penalty: 1072.621704
	Iteration 25Q: 3 clusters Score -7851346 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -7851476.500000 Penalty: 1072.621704
	Iteration 26Q: 3 clusters Score -7851476 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -7851608.500000 Penalty: 1072.621704
	Iteration 27Q: 3 clusters Score -7851608 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -7851709.500000 Penalty: 1072.621704
	Iteration 28Q: 3 clusters Score -7851710 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 129207 members 
Entering Unmasked Estep 
Score: -7851758.500000 Penalty: 1072.621704
	Iteration 29Q: 3 clusters Score -7851758 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 129517 members 
Entering Unmasked Estep 
Score: -7851868.000000 Penalty: 1072.621704
	Iteration 30Q: 3 clusters Score -7851868 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 129749 members 
Entering Unmasked Estep 
Score: -7851867.500000 Penalty: 1072.621704
	Iteration 31Q: 3 clusters Score -7851868 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 129909 members 
Entering Unmasked Estep 
Score: -7851870.500000 Penalty: 1072.621704
	Iteration 32Q: 3 clusters Score -7851870 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -7851892.000000 Penalty: 1072.621704
	Iteration 33Q: 3 clusters Score -7851892 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 130110 members 
Entering Unmasked Estep 
Score: -7851917.500000 Penalty: 1072.621704
	Iteration 34Q: 3 clusters Score -7851918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 130177 members 
Entering Unmasked Estep 
Score: -7851940.000000 Penalty: 1072.621704
	Iteration 35Q: 3 clusters Score -7851940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 130219 members 
Entering Unmasked Estep 
Score: -7851974.500000 Penalty: 1072.621704
	Iteration 36Q: 3 clusters Score -7851974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 130245 members 
Entering Unmasked Estep 
Score: -7851995.000000 Penalty: 1072.621704
	Iteration 37Q: 3 clusters Score -7851995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -7852015.000000 Penalty: 1072.621704
	Iteration 38Q: 3 clusters Score -7852015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -7852027.000000 Penalty: 1072.621704
	Iteration 39Q: 3 clusters Score -7852027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 130274 members 
Entering Unmasked Estep 
Score: -7852041.500000 Penalty: 1072.621704
	Iteration 40F: 3 clusters Score -7852042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 130283 members 
Entering Unmasked Estep 
Score: -7852045.500000 Penalty: 1072.621704
	Iteration 41Q: 3 clusters Score -7852046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -7852032.000000 Penalty: 1072.621704
	Iteration 42Q: 3 clusters Score -7852032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -7852042.500000 Penalty: 1072.621704
	Iteration 43Q: 3 clusters Score -7852042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 130286 members 
Entering Unmasked Estep 
Score: -7852056.500000 Penalty: 1072.621704
	Iteration 44Q: 3 clusters Score -7852056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 130285 members 
Entering Unmasked Estep 
Score: -7852059.000000 Penalty: 1072.621704
	Iteration 45Q: 3 clusters Score -7852059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 130287 members 
Entering Unmasked Estep 
Score: -7852074.000000 Penalty: 1072.621704
	Iteration 46Q: 3 clusters Score -7852074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 130286 members 
Entering Unmasked Estep 
Score: -7852079.500000 Penalty: 1072.621704
	Iteration 47Q: 3 clusters Score -7852080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 130282 members 
Entering Unmasked Estep 
Score: -7852080.500000 Penalty: 1072.621704
	Iteration 48Q: 3 clusters Score -7852080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 130282 members 
Entering Unmasked Estep 
Score: -7852079.000000 Penalty: 1072.621704
	Iteration 49Q: 3 clusters Score -7852079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -7852079.000000 Penalty: 1072.621704
	Iteration 50Q: 3 clusters Score -7852079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 130279 members 
Entering Unmasked Estep 
Score: -7852081.000000 Penalty: 1072.621704
	Iteration 51Q: 3 clusters Score -7852081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -7852085.000000 Penalty: 1072.621704
	Iteration 52Q: 3 clusters Score -7852085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 130271 members 
Entering Unmasked Estep 
Score: -7852085.500000 Penalty: 1072.621704
	Iteration 53Q: 3 clusters Score -7852086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -7852084.500000 Penalty: 1072.621704
	Iteration 54Q: 3 clusters Score -7852084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -7852087.500000 Penalty: 1072.621704
	Iteration 55Q: 3 clusters Score -7852088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 130251 members 
Entering Unmasked Estep 
Score: -7852100.500000 Penalty: 1072.621704
	Iteration 56Q: 3 clusters Score -7852100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -7852100.000000 Penalty: 1072.621704
	Iteration 57Q: 3 clusters Score -7852100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -7852099.000000 Penalty: 1072.621704
	Iteration 58Q: 3 clusters Score -7852099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -7852099.000000 Penalty: 1072.621704
	Iteration 59F: 3 clusters Score -7852099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 12229 members 
Mstep: Class 10 contains 31465 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179732 members 
Mstep: Class 23 contains 1291 members 
Mstep: Class 24 contains 1417 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 130247 members 
Entering Unmasked Estep 
Score: -23057192.000000 Penalty: 17636.460938
Splitting cluster 23 changes total score from -23057208.000000 to -23057192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -78135.031250 Penalty: 330.161530
	Iteration 0F: 2 clusters Score -78135.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -77067.148438 Penalty: 660.323059
	Iteration 0F: 3 clusters Score -77067.15 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -77439.578125 Penalty: 660.323059
	Iteration 1F: 3 clusters Score -77439.58 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -77511.375000 Penalty: 660.323059
	Iteration 2F: 3 clusters Score -77511.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -77568.367188 Penalty: 660.323059
	Iteration 3F: 3 clusters Score -77568.37 nChanged 73
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: -77629.453125 Penalty: 660.323059
	Iteration 4F: 3 clusters Score -77629.45 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -77695.921875 Penalty: 660.323059
	Iteration 5F: 3 clusters Score -77695.92 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -77748.781250 Penalty: 660.323059
	Iteration 6Q: 3 clusters Score -77748.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -77790.203125 Penalty: 660.323059
	Iteration 7Q: 3 clusters Score -77790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -77803.859375 Penalty: 660.323059
	Iteration 8Q: 3 clusters Score -77803.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -77816.437500 Penalty: 660.323059
	Iteration 9Q: 3 clusters Score -77816.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -77823.718750 Penalty: 660.323059
	Iteration 10Q: 3 clusters Score -77823.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -77830.609375 Penalty: 660.323059
	Iteration 11Q: 3 clusters Score -77830.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -77832.851562 Penalty: 660.323059
	Iteration 12Q: 3 clusters Score -77832.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -77836.570312 Penalty: 660.323059
	Iteration 13Q: 3 clusters Score -77836.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -77844.039062 Penalty: 660.323059
	Iteration 14Q: 3 clusters Score -77844.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -77851.265625 Penalty: 660.323059
	Iteration 15Q: 3 clusters Score -77851.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -77856.500000 Penalty: 660.323059
	Iteration 16Q: 3 clusters Score -77856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -77859.195312 Penalty: 660.323059
	Iteration 17Q: 3 clusters Score -77859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -77864.296875 Penalty: 660.323059
	Iteration 18Q: 3 clusters Score -77864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -77865.226562 Penalty: 660.323059
	Iteration 19Q: 3 clusters Score -77865.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -77865.757812 Penalty: 660.323059
	Iteration 20F: 3 clusters Score -77865.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1833.649536 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1833.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1852.696533 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1852.697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1866.909058 Penalty: 355.994110
	Iteration 2F: 3 clusters Score -1866.909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -61106.648438 Penalty: 315.203888
	Iteration 0F: 2 clusters Score -61106.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60291.746094 Penalty: 630.407776
	Iteration 0F: 3 clusters Score -60291.75 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -60546.257812 Penalty: 630.407776
	Iteration 1F: 3 clusters Score -60546.26 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60647.703125 Penalty: 630.407776
	Iteration 2F: 3 clusters Score -60647.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60762.683594 Penalty: 630.407776
	Iteration 3F: 3 clusters Score -60762.68 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60842.187500 Penalty: 630.407776
	Iteration 4F: 3 clusters Score -60842.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60886.644531 Penalty: 630.407776
	Iteration 5Q: 3 clusters Score -60886.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60911.375000 Penalty: 630.407776
	Iteration 6Q: 3 clusters Score -60911.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -60930.078125 Penalty: 630.407776
	Iteration 7Q: 3 clusters Score -60930.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -60941.839844 Penalty: 630.407776
	Iteration 8Q: 3 clusters Score -60941.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -60944.566406 Penalty: 630.407776
	Iteration 9Q: 3 clusters Score -60944.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60945.433594 Penalty: 630.407776
	Iteration 10Q: 3 clusters Score -60945.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60945.433594 Penalty: 630.407776
	Iteration 11F: 3 clusters Score -60945.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -55268.601562 Penalty: 316.522827
	Iteration 0F: 2 clusters Score -55268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54419.671875 Penalty: 633.045654
	Iteration 0F: 3 clusters Score -54419.67 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54699.070312 Penalty: 633.045654
	Iteration 1F: 3 clusters Score -54699.07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -54814.429688 Penalty: 633.045654
	Iteration 2F: 3 clusters Score -54814.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54899.566406 Penalty: 633.045654
	Iteration 3F: 3 clusters Score -54899.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54960.218750 Penalty: 633.045654
	Iteration 4F: 3 clusters Score -54960.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54996.226562 Penalty: 633.045654
	Iteration 5Q: 3 clusters Score -54996.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55015.316406 Penalty: 633.045654
	Iteration 6Q: 3 clusters Score -55015.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55028.691406 Penalty: 633.045654
	Iteration 7Q: 3 clusters Score -55028.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55040.394531 Penalty: 633.045654
	Iteration 8Q: 3 clusters Score -55040.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55048.351562 Penalty: 633.045654
	Iteration 9Q: 3 clusters Score -55048.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55059.019531 Penalty: 633.045654
	Iteration 10Q: 3 clusters Score -55059.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55064.734375 Penalty: 633.045654
	Iteration 11Q: 3 clusters Score -55064.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55066.230469 Penalty: 633.045654
	Iteration 12Q: 3 clusters Score -55066.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55066.230469 Penalty: 633.045654
	Iteration 13F: 3 clusters Score -55066.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73651.671875 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73651.67 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -73974.335938 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73974.34 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -74033.085938 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -74033.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -74082.437500 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -74082.44 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -74136.117188 Penalty: 654.557007
	Iteration 4F: 3 clusters Score -74136.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -74169.945312 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74169.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -74199.898438 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74199.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -74222.187500 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74222.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74236.273438 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74236.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -74246.164062 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74246.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -74252.000000 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -74254.218750 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74254.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -74257.195312 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -74260.093750 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74260.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -74265.601562 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -74269.070312 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74269.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -74274.640625 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74274.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -74278.468750 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -74278.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -74279.640625 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -74279.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -74281.195312 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -74281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -74282.578125 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -74282.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -74283.132812 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -74283.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -74283.320312 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -74283.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -74283.562500 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -74283.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -74283.734375 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -74283.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -74284.187500 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -74284.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -74284.804688 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -74284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74285.093750 Penalty: 654.557007
	Iteration 27Q: 3 clusters Score -74285.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -74285.093750 Penalty: 654.557007
	Iteration 28F: 3 clusters Score -74285.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3820.804932 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3820.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3654.299316 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3654.299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3674.756836 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3674.757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3677.272461 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3677.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3680.555420 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3680.555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3681.655762 Penalty: 390.431824
	Iteration 4Q: 3 clusters Score -3681.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3681.655762 Penalty: 390.431824
	Iteration 5F: 3 clusters Score -3681.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 12229 members 
Mstep: Class 10 contains 31465 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179732 members 
Mstep: Class 23 contains 131538 members 
Mstep: Class 24 contains 1417 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057212.000000 Penalty: 17048.580078
Iteration 199Q: 30 clusters Score -2.305721e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 12227 members 
Mstep: Class 10 contains 31479 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179709 members 
Mstep: Class 23 contains 131550 members 
Mstep: Class 24 contains 1418 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057218.000000 Penalty: 17048.580078
Iteration 200F: 30 clusters Score -2.305722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6799 members 
Mstep: Class 9 contains 12228 members 
Mstep: Class 10 contains 31487 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 4399 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14298 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179696 members 
Mstep: Class 23 contains 131554 members 
Mstep: Class 24 contains 1417 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057172.000000 Penalty: 17048.580078
Iteration 201Q: 30 clusters Score -2.305717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6808 members 
Mstep: Class 9 contains 12230 members 
Mstep: Class 10 contains 31495 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 4400 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14299 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179686 members 
Mstep: Class 23 contains 131558 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057158.000000 Penalty: 17048.580078
Iteration 202Q: 30 clusters Score -2.305716e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6813 members 
Mstep: Class 9 contains 12227 members 
Mstep: Class 10 contains 31505 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 4400 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14300 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179680 members 
Mstep: Class 23 contains 131564 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057146.000000 Penalty: 17048.580078
Iteration 203Q: 30 clusters Score -2.305715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 12231 members 
Mstep: Class 10 contains 31516 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179665 members 
Mstep: Class 23 contains 131567 members 
Mstep: Class 24 contains 1415 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1052 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057172.000000 Penalty: 17048.580078
Iteration 204Q: 30 clusters Score -2.305717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1384 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 31532 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4871 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2383 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179647 members 
Mstep: Class 23 contains 131570 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1052 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057178.000000 Penalty: 17048.580078
Iteration 205Q: 30 clusters Score -2.305718e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 12237 members 
Mstep: Class 10 contains 31552 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179628 members 
Mstep: Class 23 contains 131571 members 
Mstep: Class 24 contains 1413 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1052 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057172.000000 Penalty: 17048.580078
Iteration 206Q: 30 clusters Score -2.305717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 12238 members 
Mstep: Class 10 contains 31565 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179609 members 
Mstep: Class 23 contains 131572 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057184.000000 Penalty: 17048.580078
Iteration 207Q: 30 clusters Score -2.305718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 12240 members 
Mstep: Class 10 contains 31583 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179587 members 
Mstep: Class 23 contains 131575 members 
Mstep: Class 24 contains 1413 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057234.000000 Penalty: 17048.580078
Iteration 208Q: 30 clusters Score -2.305723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 31596 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179578 members 
Mstep: Class 23 contains 131573 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057246.000000 Penalty: 17048.580078
Iteration 209Q: 30 clusters Score -2.305725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 12243 members 
Mstep: Class 10 contains 31604 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4840 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179575 members 
Mstep: Class 23 contains 131573 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057230.000000 Penalty: 17048.580078
Iteration 210Q: 30 clusters Score -2.305723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6836 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 31610 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4836 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179569 members 
Mstep: Class 23 contains 131573 members 
Mstep: Class 24 contains 1413 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057244.000000 Penalty: 17048.580078
Iteration 211Q: 30 clusters Score -2.305724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31616 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4830 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179568 members 
Mstep: Class 23 contains 131570 members 
Mstep: Class 24 contains 1413 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057234.000000 Penalty: 17048.580078
Iteration 212Q: 30 clusters Score -2.305723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31621 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179562 members 
Mstep: Class 23 contains 131571 members 
Mstep: Class 24 contains 1413 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057258.000000 Penalty: 17048.580078
Iteration 213Q: 30 clusters Score -2.305726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31622 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179559 members 
Mstep: Class 23 contains 131570 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057248.000000 Penalty: 17048.580078
Iteration 214Q: 30 clusters Score -2.305725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31620 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4825 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179561 members 
Mstep: Class 23 contains 131569 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057260.000000 Penalty: 17048.580078
Iteration 215Q: 30 clusters Score -2.305726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31622 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179563 members 
Mstep: Class 23 contains 131566 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057262.000000 Penalty: 17048.580078
Iteration 216Q: 30 clusters Score -2.305726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31625 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4822 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179563 members 
Mstep: Class 23 contains 131565 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057258.000000 Penalty: 17048.580078
Iteration 217Q: 30 clusters Score -2.305726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6851 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31633 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179557 members 
Mstep: Class 23 contains 131564 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057252.000000 Penalty: 17048.580078
Iteration 218Q: 30 clusters Score -2.305725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31638 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4824 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179550 members 
Mstep: Class 23 contains 131565 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057252.000000 Penalty: 17048.580078
Iteration 219Q: 30 clusters Score -2.305725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31647 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179546 members 
Mstep: Class 23 contains 131562 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057266.000000 Penalty: 17048.580078
Iteration 220F: 30 clusters Score -2.305727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31655 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4822 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179538 members 
Mstep: Class 23 contains 131563 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057278.000000 Penalty: 17048.580078
Iteration 221Q: 30 clusters Score -2.305728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31660 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4820 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179538 members 
Mstep: Class 23 contains 131558 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057294.000000 Penalty: 17048.580078
Iteration 222Q: 30 clusters Score -2.305729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31666 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179531 members 
Mstep: Class 23 contains 131559 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057300.000000 Penalty: 17048.580078
Iteration 223Q: 30 clusters Score -2.30573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31673 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179526 members 
Mstep: Class 23 contains 131558 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057284.000000 Penalty: 17048.580078
Iteration 224Q: 30 clusters Score -2.305728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31678 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179518 members 
Mstep: Class 23 contains 131560 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057284.000000 Penalty: 17048.580078
Iteration 225Q: 30 clusters Score -2.305728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31684 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179514 members 
Mstep: Class 23 contains 131559 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057286.000000 Penalty: 17048.580078
Iteration 226Q: 30 clusters Score -2.305729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 31692 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179510 members 
Mstep: Class 23 contains 131557 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057314.000000 Penalty: 17048.580078
Iteration 227Q: 30 clusters Score -2.305731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31700 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179504 members 
Mstep: Class 23 contains 131556 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057318.000000 Penalty: 17048.580078
Iteration 228Q: 30 clusters Score -2.305732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31702 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179502 members 
Mstep: Class 23 contains 131555 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057318.000000 Penalty: 17048.580078
Iteration 229Q: 30 clusters Score -2.305732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31707 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179499 members 
Mstep: Class 23 contains 131555 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057332.000000 Penalty: 17048.580078
Iteration 230Q: 30 clusters Score -2.305733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31710 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14301 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179497 members 
Mstep: Class 23 contains 131555 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057322.000000 Penalty: 17048.580078
Iteration 231Q: 30 clusters Score -2.305732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31715 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4810 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179494 members 
Mstep: Class 23 contains 131551 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057324.000000 Penalty: 17048.580078
Iteration 232Q: 30 clusters Score -2.305732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31719 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179494 members 
Mstep: Class 23 contains 131548 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057314.000000 Penalty: 17048.580078
Iteration 233Q: 30 clusters Score -2.305731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31723 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4804 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179494 members 
Mstep: Class 23 contains 131547 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057328.000000 Penalty: 17048.580078
Iteration 234Q: 30 clusters Score -2.305733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 31731 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4801 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179490 members 
Mstep: Class 23 contains 131548 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057322.000000 Penalty: 17048.580078
Iteration 235Q: 30 clusters Score -2.305732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 12249 members 
Mstep: Class 10 contains 31742 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179481 members 
Mstep: Class 23 contains 131550 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057326.000000 Penalty: 17048.580078
Iteration 236Q: 30 clusters Score -2.305733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 12250 members 
Mstep: Class 10 contains 31754 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179470 members 
Mstep: Class 23 contains 131552 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057330.000000 Penalty: 17048.580078
Iteration 237Q: 30 clusters Score -2.305733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 12252 members 
Mstep: Class 10 contains 31765 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179463 members 
Mstep: Class 23 contains 131550 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057328.000000 Penalty: 17048.580078
Iteration 238Q: 30 clusters Score -2.305733e+07 nChanged 34
Entering ConstructFrom: 
Score: -23057328.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -7669.114746 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -7669.115 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 89 members 
Entering Unmasked Estep 
Score: -7409.788574 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7409.789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7507.282715 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7507.283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7580.735840 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7580.736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7648.569824 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -7648.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7660.194336 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -7660.194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7670.077637 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -7670.078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7684.922852 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -7684.923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7702.981445 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -7702.981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7711.503418 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -7711.503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7724.099609 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -7724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7726.129395 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -7726.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7726.129395 Penalty: 472.052094
	Iteration 11F: 3 clusters Score -7726.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 31778 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4792 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179453 members 
Mstep: Class 23 contains 131543 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 106 members 
Entering Unmasked Estep 
Score: -23057048.000000 Penalty: 17636.460938
Splitting cluster 1 changes total score from -23057328.000000 to -23057048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -70924.648438 Penalty: 328.393677
	Iteration 0F: 2 clusters Score -70924.65 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 693 members 
Entering Unmasked Estep 
Score: -69886.085938 Penalty: 656.787354
	Iteration 0F: 3 clusters Score -69886.09 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70218.687500 Penalty: 656.787354
	Iteration 1F: 3 clusters Score -70218.69 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -70326.007812 Penalty: 656.787354
	Iteration 2F: 3 clusters Score -70326.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -70395.812500 Penalty: 656.787354
	Iteration 3F: 3 clusters Score -70395.81 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -70434.140625 Penalty: 656.787354
	Iteration 4F: 3 clusters Score -70434.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -70461.195312 Penalty: 656.787354
	Iteration 5Q: 3 clusters Score -70461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -70485.796875 Penalty: 656.787354
	Iteration 6Q: 3 clusters Score -70485.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -70503.117188 Penalty: 656.787354
	Iteration 7Q: 3 clusters Score -70503.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -70523.601562 Penalty: 656.787354
	Iteration 8Q: 3 clusters Score -70523.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -70547.343750 Penalty: 656.787354
	Iteration 9Q: 3 clusters Score -70547.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -70562.617188 Penalty: 656.787354
	Iteration 10Q: 3 clusters Score -70562.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -70568.843750 Penalty: 656.787354
	Iteration 11Q: 3 clusters Score -70568.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -70579.484375 Penalty: 656.787354
	Iteration 12Q: 3 clusters Score -70579.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -70597.234375 Penalty: 656.787354
	Iteration 13Q: 3 clusters Score -70597.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -70618.281250 Penalty: 656.787354
	Iteration 14Q: 3 clusters Score -70618.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -70632.343750 Penalty: 656.787354
	Iteration 15Q: 3 clusters Score -70632.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -70658.523438 Penalty: 656.787354
	Iteration 16Q: 3 clusters Score -70658.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -70674.843750 Penalty: 656.787354
	Iteration 17Q: 3 clusters Score -70674.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -70690.000000 Penalty: 656.787354
	Iteration 18Q: 3 clusters Score -70690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -70694.289062 Penalty: 656.787354
	Iteration 19Q: 3 clusters Score -70694.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -70695.734375 Penalty: 656.787354
	Iteration 20F: 3 clusters Score -70695.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -70697.820312 Penalty: 656.787354
	Iteration 21Q: 3 clusters Score -70697.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -70697.820312 Penalty: 656.787354
	Iteration 22F: 3 clusters Score -70697.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -92886.750000 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92886.75 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -93304.914062 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93304.91 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -93391.960938 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93391.96 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -93473.601562 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -93473.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -93535.203125 Penalty: 676.194336
	Iteration 4F: 3 clusters Score -93535.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -93593.984375 Penalty: 676.194336
	Iteration 5F: 3 clusters Score -93593.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93650.960938 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93650.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -93702.164062 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93702.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93727.265625 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93727.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93751.500000 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93751.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -93769.101562 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93769.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -93789.554688 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93789.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93811.359375 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93811.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93840.414062 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93840.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93867.804688 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93867.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93897.398438 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93897.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93920.460938 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93920.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -93936.679688 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93936.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93945.390625 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93945.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -93953.656250 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93953.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93958.156250 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93958.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93960.546875 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93960.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93964.093750 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93964.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93966.828125 Penalty: 676.194336
	Iteration 23Q: 3 clusters Score -93966.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93970.085938 Penalty: 676.194336
	Iteration 24Q: 3 clusters Score -93970.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93973.257812 Penalty: 676.194336
	Iteration 25Q: 3 clusters Score -93973.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93974.796875 Penalty: 676.194336
	Iteration 26Q: 3 clusters Score -93974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93975.421875 Penalty: 676.194336
	Iteration 27Q: 3 clusters Score -93975.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93975.421875 Penalty: 676.194336
	Iteration 28F: 3 clusters Score -93975.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -6427.996582 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -6427.997 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 62 members 
Entering Unmasked Estep 
Score: -6213.405762 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6213.406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6290.693359 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6290.693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6343.495117 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -6343.495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6349.759277 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6349.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6351.051270 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6351.051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6351.051270 Penalty: 442.242920
	Iteration 5F: 3 clusters Score -6351.051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -20726.863281 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20726.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20341.375000 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20341.38 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20458.910156 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20458.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20484.703125 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20484.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20492.681641 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -20492.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20495.310547 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -20495.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20496.236328 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -20496.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20496.236328 Penalty: 531.762573
	Iteration 6F: 3 clusters Score -20496.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -11653.243164 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -11653.24 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 105 members 
Entering Unmasked Estep 
Score: -11345.810547 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -11345.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11417.979492 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -11417.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11451.668945 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -11451.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11474.426758 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -11474.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11491.900391 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -11491.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11499.249023 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -11499.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11501.261719 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -11501.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11512.589844 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -11512.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11520.491211 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -11520.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11523.529297 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -11523.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11525.108398 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -11525.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11529.218750 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -11529.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11530.791016 Penalty: 490.405548
	Iteration 12Q: 3 clusters Score -11530.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11534.850586 Penalty: 490.405548
	Iteration 13Q: 3 clusters Score -11534.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11538.430664 Penalty: 490.405548
	Iteration 14Q: 3 clusters Score -11538.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11538.430664 Penalty: 490.405548
	Iteration 15F: 3 clusters Score -11538.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -68703.429688 Penalty: 322.255951
	Iteration 0F: 2 clusters Score -68703.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67765.960938 Penalty: 644.511902
	Iteration 0F: 3 clusters Score -67765.96 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68019.703125 Penalty: 644.511902
	Iteration 1F: 3 clusters Score -68019.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -68056.687500 Penalty: 644.511902
	Iteration 2F: 3 clusters Score -68056.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68083.671875 Penalty: 644.511902
	Iteration 3Q: 3 clusters Score -68083.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68107.414062 Penalty: 644.511902
	Iteration 4Q: 3 clusters Score -68107.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -68132.062500 Penalty: 644.511902
	Iteration 5Q: 3 clusters Score -68132.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -68155.734375 Penalty: 644.511902
	Iteration 6Q: 3 clusters Score -68155.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68176.281250 Penalty: 644.511902
	Iteration 7Q: 3 clusters Score -68176.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68198.484375 Penalty: 644.511902
	Iteration 8Q: 3 clusters Score -68198.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68213.390625 Penalty: 644.511902
	Iteration 9Q: 3 clusters Score -68213.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68224.945312 Penalty: 644.511902
	Iteration 10Q: 3 clusters Score -68224.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68233.156250 Penalty: 644.511902
	Iteration 11Q: 3 clusters Score -68233.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -68241.406250 Penalty: 644.511902
	Iteration 12Q: 3 clusters Score -68241.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68248.078125 Penalty: 644.511902
	Iteration 13Q: 3 clusters Score -68248.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68257.789062 Penalty: 644.511902
	Iteration 14Q: 3 clusters Score -68257.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -68266.546875 Penalty: 644.511902
	Iteration 15Q: 3 clusters Score -68266.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -68274.656250 Penalty: 644.511902
	Iteration 16Q: 3 clusters Score -68274.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -68278.656250 Penalty: 644.511902
	Iteration 17Q: 3 clusters Score -68278.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -68281.851562 Penalty: 644.511902
	Iteration 18Q: 3 clusters Score -68281.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -68286.992188 Penalty: 644.511902
	Iteration 19Q: 3 clusters Score -68286.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68292.164062 Penalty: 644.511902
	Iteration 20F: 3 clusters Score -68292.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68300.093750 Penalty: 644.511902
	Iteration 21Q: 3 clusters Score -68300.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68304.789062 Penalty: 644.511902
	Iteration 22Q: 3 clusters Score -68304.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -68307.960938 Penalty: 644.511902
	Iteration 23Q: 3 clusters Score -68307.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68310.062500 Penalty: 644.511902
	Iteration 24Q: 3 clusters Score -68310.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68312.843750 Penalty: 644.511902
	Iteration 25Q: 3 clusters Score -68312.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -68314.835938 Penalty: 644.511902
	Iteration 26Q: 3 clusters Score -68314.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68315.812500 Penalty: 644.511902
	Iteration 27Q: 3 clusters Score -68315.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -68317.437500 Penalty: 644.511902
	Iteration 28Q: 3 clusters Score -68317.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -68319.625000 Penalty: 644.511902
	Iteration 29Q: 3 clusters Score -68319.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68323.976562 Penalty: 644.511902
	Iteration 30Q: 3 clusters Score -68323.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -68327.953125 Penalty: 644.511902
	Iteration 31Q: 3 clusters Score -68327.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -68330.328125 Penalty: 644.511902
	Iteration 32Q: 3 clusters Score -68330.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -68334.390625 Penalty: 644.511902
	Iteration 33Q: 3 clusters Score -68334.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -68336.453125 Penalty: 644.511902
	Iteration 34Q: 3 clusters Score -68336.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -68339.796875 Penalty: 644.511902
	Iteration 35Q: 3 clusters Score -68339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68341.507812 Penalty: 644.511902
	Iteration 36Q: 3 clusters Score -68341.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68342.632812 Penalty: 644.511902
	Iteration 37Q: 3 clusters Score -68342.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -68343.523438 Penalty: 644.511902
	Iteration 38Q: 3 clusters Score -68343.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68343.757812 Penalty: 644.511902
	Iteration 39Q: 3 clusters Score -68343.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -68344.000000 Penalty: 644.511902
	Iteration 40F: 3 clusters Score -68344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -68344.085938 Penalty: 644.511902
	Iteration 41Q: 3 clusters Score -68344.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -68344.085938 Penalty: 644.511902
	Iteration 42F: 3 clusters Score -68344.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Entering Unmasked Estep 
Score: -376911.593750 Penalty: 401.929199
	Iteration 0F: 2 clusters Score -376911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -372293.312500 Penalty: 803.858398
	Iteration 0F: 3 clusters Score -372293.3 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -374040.875000 Penalty: 803.858398
	Iteration 1F: 3 clusters Score -374040.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -374185.468750 Penalty: 803.858398
	Iteration 2F: 3 clusters Score -374185.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -374344.312500 Penalty: 803.858398
	Iteration 3Q: 3 clusters Score -374344.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -374526.625000 Penalty: 803.858398
	Iteration 4F: 3 clusters Score -374526.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -374760.312500 Penalty: 803.858398
	Iteration 5F: 3 clusters Score -374760.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -375145.812500 Penalty: 803.858398
	Iteration 6F: 3 clusters Score -375145.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -375586.687500 Penalty: 803.858398
	Iteration 7F: 3 clusters Score -375586.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -375917.656250 Penalty: 803.858398
	Iteration 8F: 3 clusters Score -375917.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -376120.687500 Penalty: 803.858398
	Iteration 9Q: 3 clusters Score -376120.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -376292.062500 Penalty: 803.858398
	Iteration 10Q: 3 clusters Score -376292.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -376463.437500 Penalty: 803.858398
	Iteration 11Q: 3 clusters Score -376463.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -376593.156250 Penalty: 803.858398
	Iteration 12Q: 3 clusters Score -376593.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -376679.781250 Penalty: 803.858398
	Iteration 13Q: 3 clusters Score -376679.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -376730.250000 Penalty: 803.858398
	Iteration 14Q: 3 clusters Score -376730.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -376767.687500 Penalty: 803.858398
	Iteration 15Q: 3 clusters Score -376767.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -376793.093750 Penalty: 803.858398
	Iteration 16Q: 3 clusters Score -376793.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -376806.343750 Penalty: 803.858398
	Iteration 17Q: 3 clusters Score -376806.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -376816.843750 Penalty: 803.858398
	Iteration 18Q: 3 clusters Score -376816.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -376822.500000 Penalty: 803.858398
	Iteration 19Q: 3 clusters Score -376822.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -376825.718750 Penalty: 803.858398
	Iteration 20F: 3 clusters Score -376825.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -376828.000000 Penalty: 803.858398
	Iteration 21Q: 3 clusters Score -376828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -376828.750000 Penalty: 803.858398
	Iteration 22Q: 3 clusters Score -376828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -376830.906250 Penalty: 803.858398
	Iteration 23Q: 3 clusters Score -376830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -376830.781250 Penalty: 803.858398
	Iteration 24Q: 3 clusters Score -376830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -376829.625000 Penalty: 803.858398
	Iteration 25Q: 3 clusters Score -376829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -376829.625000 Penalty: 803.858398
	Iteration 26F: 3 clusters Score -376829.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -711483.750000 Penalty: 428.326569
	Iteration 0F: 2 clusters Score -711483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -703223.125000 Penalty: 856.653137
	Iteration 0F: 3 clusters Score -703223.1 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -706942.250000 Penalty: 856.653137
	Iteration 1F: 3 clusters Score -706942.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -707577.312500 Penalty: 856.653137
	Iteration 2F: 3 clusters Score -707577.3 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -708445.187500 Penalty: 856.653137
	Iteration 3F: 3 clusters Score -708445.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -709341.812500 Penalty: 856.653137
	Iteration 4F: 3 clusters Score -709341.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -710182.750000 Penalty: 856.653137
	Iteration 5F: 3 clusters Score -710182.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -710876.562500 Penalty: 856.653137
	Iteration 6Q: 3 clusters Score -710876.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -711079.000000 Penalty: 856.653137
	Iteration 7Q: 3 clusters Score -711079 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -711129.125000 Penalty: 856.653137
	Iteration 8Q: 3 clusters Score -711129.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -711154.062500 Penalty: 856.653137
	Iteration 9Q: 3 clusters Score -711154.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -711164.812500 Penalty: 856.653137
	Iteration 10Q: 3 clusters Score -711164.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -711173.125000 Penalty: 856.653137
	Iteration 11Q: 3 clusters Score -711173.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -711180.937500 Penalty: 856.653137
	Iteration 12Q: 3 clusters Score -711180.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -711184.437500 Penalty: 856.653137
	Iteration 13Q: 3 clusters Score -711184.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -711189.000000 Penalty: 856.653137
	Iteration 14Q: 3 clusters Score -711189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -711190.125000 Penalty: 856.653137
	Iteration 15Q: 3 clusters Score -711190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -711192.875000 Penalty: 856.653137
	Iteration 16Q: 3 clusters Score -711192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -711194.250000 Penalty: 856.653137
	Iteration 17Q: 3 clusters Score -711194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -711194.062500 Penalty: 856.653137
	Iteration 18Q: 3 clusters Score -711194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -711193.812500 Penalty: 856.653137
	Iteration 19Q: 3 clusters Score -711193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -711193.750000 Penalty: 856.653137
	Iteration 20F: 3 clusters Score -711193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -711192.750000 Penalty: 856.653137
	Iteration 21Q: 3 clusters Score -711192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -711194.750000 Penalty: 856.653137
	Iteration 22Q: 3 clusters Score -711194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -711195.937500 Penalty: 856.653137
	Iteration 23Q: 3 clusters Score -711195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -711196.937500 Penalty: 856.653137
	Iteration 24Q: 3 clusters Score -711196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -711198.625000 Penalty: 856.653137
	Iteration 25Q: 3 clusters Score -711198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -711198.937500 Penalty: 856.653137
	Iteration 26Q: 3 clusters Score -711198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -711203.187500 Penalty: 856.653137
	Iteration 27Q: 3 clusters Score -711203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -711204.187500 Penalty: 856.653137
	Iteration 28Q: 3 clusters Score -711204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -711204.125000 Penalty: 856.653137
	Iteration 29Q: 3 clusters Score -711204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -711204.125000 Penalty: 856.653137
	Iteration 30Q: 3 clusters Score -711204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -711204.687500 Penalty: 856.653137
	Iteration 31Q: 3 clusters Score -711204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -711204.625000 Penalty: 856.653137
	Iteration 32Q: 3 clusters Score -711204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -711205.000000 Penalty: 856.653137
	Iteration 33Q: 3 clusters Score -711205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -711205.000000 Penalty: 856.653137
	Iteration 34F: 3 clusters Score -711205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Entering Unmasked Estep 
Score: -1783517.625000 Penalty: 471.677094
	Iteration 0F: 2 clusters Score -1783518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1762371.500000 Penalty: 943.354187
	Iteration 0F: 3 clusters Score -1762372 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1771718.375000 Penalty: 943.354187
	Iteration 1F: 3 clusters Score -1771718 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -1772580.625000 Penalty: 943.354187
	Iteration 2F: 3 clusters Score -1772581 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1773934.750000 Penalty: 943.354187
	Iteration 3F: 3 clusters Score -1773935 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -1775817.500000 Penalty: 943.354187
	Iteration 4F: 3 clusters Score -1775818 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -1777798.875000 Penalty: 943.354187
	Iteration 5F: 3 clusters Score -1777799 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -1779239.875000 Penalty: 943.354187
	Iteration 6F: 3 clusters Score -1779240 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -1780105.375000 Penalty: 943.354187
	Iteration 7Q: 3 clusters Score -1780105 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -1780743.250000 Penalty: 943.354187
	Iteration 8Q: 3 clusters Score -1780743 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -1781234.875000 Penalty: 943.354187
	Iteration 9Q: 3 clusters Score -1781235 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -1781618.875000 Penalty: 943.354187
	Iteration 10Q: 3 clusters Score -1781619 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -1781913.625000 Penalty: 943.354187
	Iteration 11Q: 3 clusters Score -1781914 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -1782165.875000 Penalty: 943.354187
	Iteration 12Q: 3 clusters Score -1782166 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -1782361.750000 Penalty: 943.354187
	Iteration 13Q: 3 clusters Score -1782362 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -1782527.000000 Penalty: 943.354187
	Iteration 14Q: 3 clusters Score -1782527 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -1782662.750000 Penalty: 943.354187
	Iteration 15Q: 3 clusters Score -1782663 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -1782786.000000 Penalty: 943.354187
	Iteration 16Q: 3 clusters Score -1782786 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -1782875.000000 Penalty: 943.354187
	Iteration 17Q: 3 clusters Score -1782875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -1782940.750000 Penalty: 943.354187
	Iteration 18Q: 3 clusters Score -1782941 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -1782995.750000 Penalty: 943.354187
	Iteration 19Q: 3 clusters Score -1782996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -1783033.750000 Penalty: 943.354187
	Iteration 20F: 3 clusters Score -1783034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -1783054.000000 Penalty: 943.354187
	Iteration 21Q: 3 clusters Score -1783054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -1783082.250000 Penalty: 943.354187
	Iteration 22Q: 3 clusters Score -1783082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -1783099.375000 Penalty: 943.354187
	Iteration 23Q: 3 clusters Score -1783099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -1783109.500000 Penalty: 943.354187
	Iteration 24Q: 3 clusters Score -1783110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -1783117.375000 Penalty: 943.354187
	Iteration 25Q: 3 clusters Score -1783117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -1783119.750000 Penalty: 943.354187
	Iteration 26Q: 3 clusters Score -1783120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -1783123.250000 Penalty: 943.354187
	Iteration 27Q: 3 clusters Score -1783123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -1783122.875000 Penalty: 943.354187
	Iteration 28Q: 3 clusters Score -1783123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -1783124.625000 Penalty: 943.354187
	Iteration 29Q: 3 clusters Score -1783125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -1783128.000000 Penalty: 943.354187
	Iteration 30Q: 3 clusters Score -1783128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -1783128.875000 Penalty: 943.354187
	Iteration 31Q: 3 clusters Score -1783129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -1783129.125000 Penalty: 943.354187
	Iteration 32Q: 3 clusters Score -1783129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -1783129.125000 Penalty: 943.354187
	Iteration 33F: 3 clusters Score -1783129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -230954.515625 Penalty: 374.769196
	Iteration 0F: 2 clusters Score -230954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -228390.843750 Penalty: 749.538391
	Iteration 0F: 3 clusters Score -228390.8 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -229364.921875 Penalty: 749.538391
	Iteration 1F: 3 clusters Score -229364.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -229487.640625 Penalty: 749.538391
	Iteration 2F: 3 clusters Score -229487.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -229598.765625 Penalty: 749.538391
	Iteration 3F: 3 clusters Score -229598.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -229734.828125 Penalty: 749.538391
	Iteration 4Q: 3 clusters Score -229734.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -229878.187500 Penalty: 749.538391
	Iteration 5F: 3 clusters Score -229878.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -229991.265625 Penalty: 749.538391
	Iteration 6Q: 3 clusters Score -229991.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -230051.562500 Penalty: 749.538391
	Iteration 7Q: 3 clusters Score -230051.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -230082.218750 Penalty: 749.538391
	Iteration 8Q: 3 clusters Score -230082.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -230102.812500 Penalty: 749.538391
	Iteration 9Q: 3 clusters Score -230102.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -230118.796875 Penalty: 749.538391
	Iteration 10Q: 3 clusters Score -230118.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -230132.640625 Penalty: 749.538391
	Iteration 11Q: 3 clusters Score -230132.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -230141.578125 Penalty: 749.538391
	Iteration 12Q: 3 clusters Score -230141.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -230149.234375 Penalty: 749.538391
	Iteration 13Q: 3 clusters Score -230149.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -230157.531250 Penalty: 749.538391
	Iteration 14Q: 3 clusters Score -230157.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -230163.671875 Penalty: 749.538391
	Iteration 15Q: 3 clusters Score -230163.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -230169.421875 Penalty: 749.538391
	Iteration 16Q: 3 clusters Score -230169.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -230171.984375 Penalty: 749.538391
	Iteration 17Q: 3 clusters Score -230172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -230174.796875 Penalty: 749.538391
	Iteration 18Q: 3 clusters Score -230174.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -230177.484375 Penalty: 749.538391
	Iteration 19Q: 3 clusters Score -230177.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -230181.062500 Penalty: 749.538391
	Iteration 20F: 3 clusters Score -230181.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -230185.656250 Penalty: 749.538391
	Iteration 21Q: 3 clusters Score -230185.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -230190.671875 Penalty: 749.538391
	Iteration 22Q: 3 clusters Score -230190.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -230195.671875 Penalty: 749.538391
	Iteration 23Q: 3 clusters Score -230195.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -230201.703125 Penalty: 749.538391
	Iteration 24Q: 3 clusters Score -230201.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -230210.328125 Penalty: 749.538391
	Iteration 25Q: 3 clusters Score -230210.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -230219.500000 Penalty: 749.538391
	Iteration 26Q: 3 clusters Score -230219.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -230225.843750 Penalty: 749.538391
	Iteration 27Q: 3 clusters Score -230225.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -230232.546875 Penalty: 749.538391
	Iteration 28Q: 3 clusters Score -230232.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -230241.796875 Penalty: 749.538391
	Iteration 29Q: 3 clusters Score -230241.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -230247.750000 Penalty: 749.538391
	Iteration 30Q: 3 clusters Score -230247.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -230256.140625 Penalty: 749.538391
	Iteration 31Q: 3 clusters Score -230256.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -230264.671875 Penalty: 749.538391
	Iteration 32Q: 3 clusters Score -230264.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -230274.328125 Penalty: 749.538391
	Iteration 33Q: 3 clusters Score -230274.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -230283.265625 Penalty: 749.538391
	Iteration 34Q: 3 clusters Score -230283.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -230291.562500 Penalty: 749.538391
	Iteration 35Q: 3 clusters Score -230291.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -230300.281250 Penalty: 749.538391
	Iteration 36Q: 3 clusters Score -230300.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -230305.203125 Penalty: 749.538391
	Iteration 37Q: 3 clusters Score -230305.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -230308.531250 Penalty: 749.538391
	Iteration 38Q: 3 clusters Score -230308.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -230311.468750 Penalty: 749.538391
	Iteration 39Q: 3 clusters Score -230311.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -230316.484375 Penalty: 749.538391
	Iteration 40F: 3 clusters Score -230316.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -230321.671875 Penalty: 749.538391
	Iteration 41Q: 3 clusters Score -230321.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -230325.296875 Penalty: 749.538391
	Iteration 42Q: 3 clusters Score -230325.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -230330.453125 Penalty: 749.538391
	Iteration 43Q: 3 clusters Score -230330.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -230335.906250 Penalty: 749.538391
	Iteration 44Q: 3 clusters Score -230335.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -230342.734375 Penalty: 749.538391
	Iteration 45Q: 3 clusters Score -230342.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -230350.031250 Penalty: 749.538391
	Iteration 46Q: 3 clusters Score -230350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -230356.359375 Penalty: 749.538391
	Iteration 47Q: 3 clusters Score -230356.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -230363.812500 Penalty: 749.538391
	Iteration 48Q: 3 clusters Score -230363.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -230371.046875 Penalty: 749.538391
	Iteration 49Q: 3 clusters Score -230371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -230382.750000 Penalty: 749.538391
	Iteration 50Q: 3 clusters Score -230382.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -230394.984375 Penalty: 749.538391
	Iteration 51Q: 3 clusters Score -230395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -230405.703125 Penalty: 749.538391
	Iteration 52Q: 3 clusters Score -230405.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -230411.234375 Penalty: 749.538391
	Iteration 53Q: 3 clusters Score -230411.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -230414.968750 Penalty: 749.538391
	Iteration 54Q: 3 clusters Score -230415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -230418.484375 Penalty: 749.538391
	Iteration 55Q: 3 clusters Score -230418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -230420.750000 Penalty: 749.538391
	Iteration 56Q: 3 clusters Score -230420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -230422.343750 Penalty: 749.538391
	Iteration 57Q: 3 clusters Score -230422.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -230424.500000 Penalty: 749.538391
	Iteration 58Q: 3 clusters Score -230424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -230427.953125 Penalty: 749.538391
	Iteration 59Q: 3 clusters Score -230428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -230430.468750 Penalty: 749.538391
	Iteration 60F: 3 clusters Score -230430.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -230434.984375 Penalty: 749.538391
	Iteration 61Q: 3 clusters Score -230435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -230439.187500 Penalty: 749.538391
	Iteration 62Q: 3 clusters Score -230439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -230443.187500 Penalty: 749.538391
	Iteration 63Q: 3 clusters Score -230443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -230445.171875 Penalty: 749.538391
	Iteration 64Q: 3 clusters Score -230445.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -230448.312500 Penalty: 749.538391
	Iteration 65Q: 3 clusters Score -230448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -230451.093750 Penalty: 749.538391
	Iteration 66Q: 3 clusters Score -230451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -230452.031250 Penalty: 749.538391
	Iteration 67Q: 3 clusters Score -230452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -230453.265625 Penalty: 749.538391
	Iteration 68Q: 3 clusters Score -230453.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -230453.984375 Penalty: 749.538391
	Iteration 69Q: 3 clusters Score -230454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -230454.156250 Penalty: 749.538391
	Iteration 70Q: 3 clusters Score -230454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -230454.906250 Penalty: 749.538391
	Iteration 71Q: 3 clusters Score -230454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -230454.328125 Penalty: 749.538391
	Iteration 72Q: 3 clusters Score -230454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -230454.609375 Penalty: 749.538391
	Iteration 73Q: 3 clusters Score -230454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -230454.125000 Penalty: 749.538391
	Iteration 74Q: 3 clusters Score -230454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -230454.484375 Penalty: 749.538391
	Iteration 75Q: 3 clusters Score -230454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -230454.750000 Penalty: 749.538391
	Iteration 76Q: 3 clusters Score -230454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -230455.125000 Penalty: 749.538391
	Iteration 77Q: 3 clusters Score -230455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -230455.734375 Penalty: 749.538391
	Iteration 78Q: 3 clusters Score -230455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -230456.296875 Penalty: 749.538391
	Iteration 79Q: 3 clusters Score -230456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -230457.562500 Penalty: 749.538391
	Iteration 80F: 3 clusters Score -230457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -230458.812500 Penalty: 749.538391
	Iteration 81Q: 3 clusters Score -230458.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -230459.828125 Penalty: 749.538391
	Iteration 82Q: 3 clusters Score -230459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -230459.875000 Penalty: 749.538391
	Iteration 83Q: 3 clusters Score -230459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -230461.218750 Penalty: 749.538391
	Iteration 84Q: 3 clusters Score -230461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -230462.421875 Penalty: 749.538391
	Iteration 85Q: 3 clusters Score -230462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -230462.937500 Penalty: 749.538391
	Iteration 86Q: 3 clusters Score -230462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -230462.718750 Penalty: 749.538391
	Iteration 87Q: 3 clusters Score -230462.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -230462.718750 Penalty: 749.538391
	Iteration 88F: 3 clusters Score -230462.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12605.948242 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12605.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12272.202148 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12272.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12402.457031 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12402.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12463.685547 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12463.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12505.212891 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -12505.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12557.746094 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12557.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12597.574219 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12597.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12619.446289 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12619.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12619.446289 Penalty: 509.456421
	Iteration 7F: 3 clusters Score -12619.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 31778 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 167 members 
Mstep: Class 13 contains 4792 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179453 members 
Mstep: Class 23 contains 131543 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 103 members 
Entering Unmasked Estep 
Score: -23057034.000000 Penalty: 17636.460938
Splitting cluster 12 changes total score from -23057328.000000 to -23057034.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -273666.125000 Penalty: 385.598969
	Iteration 0F: 2 clusters Score -273666.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -270427.187500 Penalty: 771.197937
	Iteration 0F: 3 clusters Score -270427.2 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -271610.281250 Penalty: 771.197937
	Iteration 1F: 3 clusters Score -271610.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -271793.093750 Penalty: 771.197937
	Iteration 2F: 3 clusters Score -271793.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -272050.562500 Penalty: 771.197937
	Iteration 3F: 3 clusters Score -272050.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -272346.406250 Penalty: 771.197937
	Iteration 4F: 3 clusters Score -272346.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -272642.281250 Penalty: 771.197937
	Iteration 5F: 3 clusters Score -272642.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -272909.500000 Penalty: 771.197937
	Iteration 6F: 3 clusters Score -272909.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -273090.625000 Penalty: 771.197937
	Iteration 7Q: 3 clusters Score -273090.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -273191.437500 Penalty: 771.197937
	Iteration 8Q: 3 clusters Score -273191.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -273243.062500 Penalty: 771.197937
	Iteration 9Q: 3 clusters Score -273243.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -273272.500000 Penalty: 771.197937
	Iteration 10Q: 3 clusters Score -273272.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -273289.250000 Penalty: 771.197937
	Iteration 11Q: 3 clusters Score -273289.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -273295.718750 Penalty: 771.197937
	Iteration 12Q: 3 clusters Score -273295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -273298.343750 Penalty: 771.197937
	Iteration 13Q: 3 clusters Score -273298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -273301.875000 Penalty: 771.197937
	Iteration 14Q: 3 clusters Score -273301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -273304.468750 Penalty: 771.197937
	Iteration 15Q: 3 clusters Score -273304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -273307.125000 Penalty: 771.197937
	Iteration 16Q: 3 clusters Score -273307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -273308.312500 Penalty: 771.197937
	Iteration 17Q: 3 clusters Score -273308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -273312.218750 Penalty: 771.197937
	Iteration 18Q: 3 clusters Score -273312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -273316.437500 Penalty: 771.197937
	Iteration 19Q: 3 clusters Score -273316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -273318.000000 Penalty: 771.197937
	Iteration 20F: 3 clusters Score -273318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -273320.531250 Penalty: 771.197937
	Iteration 21Q: 3 clusters Score -273320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -273321.500000 Penalty: 771.197937
	Iteration 22Q: 3 clusters Score -273321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -273325.156250 Penalty: 771.197937
	Iteration 23Q: 3 clusters Score -273325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -273329.187500 Penalty: 771.197937
	Iteration 24Q: 3 clusters Score -273329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -273330.593750 Penalty: 771.197937
	Iteration 25Q: 3 clusters Score -273330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -273330.593750 Penalty: 771.197937
	Iteration 26F: 3 clusters Score -273330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -248933.156250 Penalty: 381.767548
	Iteration 0F: 2 clusters Score -248933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -245960.718750 Penalty: 763.535095
	Iteration 0F: 3 clusters Score -245960.7 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -246973.781250 Penalty: 763.535095
	Iteration 1F: 3 clusters Score -246973.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -247091.453125 Penalty: 763.535095
	Iteration 2F: 3 clusters Score -247091.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -247190.031250 Penalty: 763.535095
	Iteration 3F: 3 clusters Score -247190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -247279.812500 Penalty: 763.535095
	Iteration 4F: 3 clusters Score -247279.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -247362.921875 Penalty: 763.535095
	Iteration 5Q: 3 clusters Score -247362.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -247471.328125 Penalty: 763.535095
	Iteration 6F: 3 clusters Score -247471.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -247610.390625 Penalty: 763.535095
	Iteration 7F: 3 clusters Score -247610.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -247745.468750 Penalty: 763.535095
	Iteration 8F: 3 clusters Score -247745.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -247844.609375 Penalty: 763.535095
	Iteration 9Q: 3 clusters Score -247844.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -247939.562500 Penalty: 763.535095
	Iteration 10Q: 3 clusters Score -247939.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -248033.671875 Penalty: 763.535095
	Iteration 11Q: 3 clusters Score -248033.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -248111.953125 Penalty: 763.535095
	Iteration 12Q: 3 clusters Score -248112 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -248193.750000 Penalty: 763.535095
	Iteration 13Q: 3 clusters Score -248193.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -248275.953125 Penalty: 763.535095
	Iteration 14Q: 3 clusters Score -248276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -248346.703125 Penalty: 763.535095
	Iteration 15Q: 3 clusters Score -248346.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -248403.890625 Penalty: 763.535095
	Iteration 16Q: 3 clusters Score -248403.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -248438.953125 Penalty: 763.535095
	Iteration 17Q: 3 clusters Score -248439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -248464.453125 Penalty: 763.535095
	Iteration 18Q: 3 clusters Score -248464.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -248484.937500 Penalty: 763.535095
	Iteration 19Q: 3 clusters Score -248484.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -248505.437500 Penalty: 763.535095
	Iteration 20F: 3 clusters Score -248505.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -248525.687500 Penalty: 763.535095
	Iteration 21Q: 3 clusters Score -248525.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -248542.546875 Penalty: 763.535095
	Iteration 22Q: 3 clusters Score -248542.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -248556.078125 Penalty: 763.535095
	Iteration 23Q: 3 clusters Score -248556.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -248563.750000 Penalty: 763.535095
	Iteration 24Q: 3 clusters Score -248563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -248570.656250 Penalty: 763.535095
	Iteration 25Q: 3 clusters Score -248570.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -248575.281250 Penalty: 763.535095
	Iteration 26Q: 3 clusters Score -248575.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -248577.656250 Penalty: 763.535095
	Iteration 27Q: 3 clusters Score -248577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -248580.156250 Penalty: 763.535095
	Iteration 28Q: 3 clusters Score -248580.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -248583.484375 Penalty: 763.535095
	Iteration 29Q: 3 clusters Score -248583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -248586.906250 Penalty: 763.535095
	Iteration 30Q: 3 clusters Score -248586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -248590.781250 Penalty: 763.535095
	Iteration 31Q: 3 clusters Score -248590.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -248596.875000 Penalty: 763.535095
	Iteration 32Q: 3 clusters Score -248596.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -248605.953125 Penalty: 763.535095
	Iteration 33Q: 3 clusters Score -248606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -248615.296875 Penalty: 763.535095
	Iteration 34Q: 3 clusters Score -248615.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -248618.296875 Penalty: 763.535095
	Iteration 35Q: 3 clusters Score -248618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -248622.703125 Penalty: 763.535095
	Iteration 36Q: 3 clusters Score -248622.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -248629.796875 Penalty: 763.535095
	Iteration 37Q: 3 clusters Score -248629.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -248638.453125 Penalty: 763.535095
	Iteration 38Q: 3 clusters Score -248638.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -248642.343750 Penalty: 763.535095
	Iteration 39Q: 3 clusters Score -248642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -248643.453125 Penalty: 763.535095
	Iteration 40F: 3 clusters Score -248643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -248644.781250 Penalty: 763.535095
	Iteration 41Q: 3 clusters Score -248644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -248646.218750 Penalty: 763.535095
	Iteration 42Q: 3 clusters Score -248646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -248647.890625 Penalty: 763.535095
	Iteration 43Q: 3 clusters Score -248647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -248650.453125 Penalty: 763.535095
	Iteration 44Q: 3 clusters Score -248650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -248650.937500 Penalty: 763.535095
	Iteration 45Q: 3 clusters Score -248650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -248651.937500 Penalty: 763.535095
	Iteration 46Q: 3 clusters Score -248651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -248652.500000 Penalty: 763.535095
	Iteration 47Q: 3 clusters Score -248652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -248652.187500 Penalty: 763.535095
	Iteration 48Q: 3 clusters Score -248652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -248652.187500 Penalty: 763.535095
	Iteration 49F: 3 clusters Score -248652.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -11322.496094 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -11322.5 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 124 members 
Entering Unmasked Estep 
Score: -11035.756836 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -11035.76 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11169.272461 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -11169.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11256.484375 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -11256.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11372.229492 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -11372.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11515.712891 Penalty: 497.976624
	Iteration 4F: 3 clusters Score -11515.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11531.282227 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -11531.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11543.254883 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -11543.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11549.139648 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -11549.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11581.564453 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -11581.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11584.459961 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -11584.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11588.517578 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -11588.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11601.153320 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -11601.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11611.382812 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -11611.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11626.854492 Penalty: 497.976624
	Iteration 13Q: 3 clusters Score -11626.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11627.948242 Penalty: 497.976624
	Iteration 14Q: 3 clusters Score -11627.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11627.948242 Penalty: 497.976624
	Iteration 15F: 3 clusters Score -11627.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 31778 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4792 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179453 members 
Mstep: Class 23 contains 131543 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 94 members 
Entering Unmasked Estep 
Score: -23057328.000000 Penalty: 17636.460938
Splitting cluster 15 changes total score from -23057328.000000 to -23057328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (14303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Entering Unmasked Estep 
Score: -902409.312500 Penalty: 435.354248
	Iteration 0F: 2 clusters Score -902409.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -892811.500000 Penalty: 870.708496
	Iteration 0F: 3 clusters Score -892811.5 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -896906.312500 Penalty: 870.708496
	Iteration 1F: 3 clusters Score -896906.3 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -897269.062500 Penalty: 870.708496
	Iteration 2F: 3 clusters Score -897269.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -897783.500000 Penalty: 870.708496
	Iteration 3F: 3 clusters Score -897783.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -898468.937500 Penalty: 870.708496
	Iteration 4F: 3 clusters Score -898468.9 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -899149.875000 Penalty: 870.708496
	Iteration 5F: 3 clusters Score -899149.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -899637.187500 Penalty: 870.708496
	Iteration 6F: 3 clusters Score -899637.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -899908.187500 Penalty: 870.708496
	Iteration 7Q: 3 clusters Score -899908.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -900077.312500 Penalty: 870.708496
	Iteration 8Q: 3 clusters Score -900077.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -900215.187500 Penalty: 870.708496
	Iteration 9Q: 3 clusters Score -900215.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -900345.875000 Penalty: 870.708496
	Iteration 10Q: 3 clusters Score -900345.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -900484.562500 Penalty: 870.708496
	Iteration 11Q: 3 clusters Score -900484.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -900652.875000 Penalty: 870.708496
	Iteration 12Q: 3 clusters Score -900652.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -900832.312500 Penalty: 870.708496
	Iteration 13Q: 3 clusters Score -900832.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -901011.125000 Penalty: 870.708496
	Iteration 14Q: 3 clusters Score -901011.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -901167.125000 Penalty: 870.708496
	Iteration 15Q: 3 clusters Score -901167.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -901306.000000 Penalty: 870.708496
	Iteration 16Q: 3 clusters Score -901306 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -901435.000000 Penalty: 870.708496
	Iteration 17Q: 3 clusters Score -901435 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -901548.562500 Penalty: 870.708496
	Iteration 18Q: 3 clusters Score -901548.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -901660.312500 Penalty: 870.708496
	Iteration 19Q: 3 clusters Score -901660.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -901752.187500 Penalty: 870.708496
	Iteration 20F: 3 clusters Score -901752.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -901818.687500 Penalty: 870.708496
	Iteration 21Q: 3 clusters Score -901818.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -901876.937500 Penalty: 870.708496
	Iteration 22Q: 3 clusters Score -901876.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -901913.687500 Penalty: 870.708496
	Iteration 23Q: 3 clusters Score -901913.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -901930.125000 Penalty: 870.708496
	Iteration 24Q: 3 clusters Score -901930.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -901946.312500 Penalty: 870.708496
	Iteration 25Q: 3 clusters Score -901946.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -901955.875000 Penalty: 870.708496
	Iteration 26Q: 3 clusters Score -901955.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -901968.437500 Penalty: 870.708496
	Iteration 27Q: 3 clusters Score -901968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -901982.750000 Penalty: 870.708496
	Iteration 28Q: 3 clusters Score -901982.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -901990.812500 Penalty: 870.708496
	Iteration 29Q: 3 clusters Score -901990.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -901998.000000 Penalty: 870.708496
	Iteration 30Q: 3 clusters Score -901998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -902006.937500 Penalty: 870.708496
	Iteration 31Q: 3 clusters Score -902006.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -902010.625000 Penalty: 870.708496
	Iteration 32Q: 3 clusters Score -902010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -902016.437500 Penalty: 870.708496
	Iteration 33Q: 3 clusters Score -902016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -902019.250000 Penalty: 870.708496
	Iteration 34Q: 3 clusters Score -902019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -902020.375000 Penalty: 870.708496
	Iteration 35Q: 3 clusters Score -902020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -902021.687500 Penalty: 870.708496
	Iteration 36Q: 3 clusters Score -902021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -902021.875000 Penalty: 870.708496
	Iteration 37Q: 3 clusters Score -902021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -902023.562500 Penalty: 870.708496
	Iteration 38Q: 3 clusters Score -902023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -902027.187500 Penalty: 870.708496
	Iteration 39Q: 3 clusters Score -902027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -902030.562500 Penalty: 870.708496
	Iteration 40F: 3 clusters Score -902030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -902030.875000 Penalty: 870.708496
	Iteration 41Q: 3 clusters Score -902030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -902031.187500 Penalty: 870.708496
	Iteration 42Q: 3 clusters Score -902031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -902033.125000 Penalty: 870.708496
	Iteration 43Q: 3 clusters Score -902033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -902033.687500 Penalty: 870.708496
	Iteration 44Q: 3 clusters Score -902033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -902035.125000 Penalty: 870.708496
	Iteration 45Q: 3 clusters Score -902035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -902038.375000 Penalty: 870.708496
	Iteration 46Q: 3 clusters Score -902038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -902041.562500 Penalty: 870.708496
	Iteration 47Q: 3 clusters Score -902041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -902046.062500 Penalty: 870.708496
	Iteration 48Q: 3 clusters Score -902046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -902045.687500 Penalty: 870.708496
	Iteration 49Q: 3 clusters Score -902045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -902045.562500 Penalty: 870.708496
	Iteration 50Q: 3 clusters Score -902045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -902045.562500 Penalty: 870.708496
	Iteration 51F: 3 clusters Score -902045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -128871.898438 Penalty: 354.003784
	Iteration 0F: 2 clusters Score -128871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -127188.296875 Penalty: 708.007568
	Iteration 0F: 3 clusters Score -127188.3 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -127746.304688 Penalty: 708.007568
	Iteration 1F: 3 clusters Score -127746.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -127845.226562 Penalty: 708.007568
	Iteration 2F: 3 clusters Score -127845.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -127947.046875 Penalty: 708.007568
	Iteration 3F: 3 clusters Score -127947 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -128062.640625 Penalty: 708.007568
	Iteration 4F: 3 clusters Score -128062.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -128225.265625 Penalty: 708.007568
	Iteration 5F: 3 clusters Score -128225.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -128348.851562 Penalty: 708.007568
	Iteration 6F: 3 clusters Score -128348.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -128444.640625 Penalty: 708.007568
	Iteration 7F: 3 clusters Score -128444.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -128496.718750 Penalty: 708.007568
	Iteration 8Q: 3 clusters Score -128496.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -128528.734375 Penalty: 708.007568
	Iteration 9Q: 3 clusters Score -128528.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -128539.445312 Penalty: 708.007568
	Iteration 10Q: 3 clusters Score -128539.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -128546.093750 Penalty: 708.007568
	Iteration 11Q: 3 clusters Score -128546.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -128551.421875 Penalty: 708.007568
	Iteration 12Q: 3 clusters Score -128551.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -128556.093750 Penalty: 708.007568
	Iteration 13Q: 3 clusters Score -128556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -128558.703125 Penalty: 708.007568
	Iteration 14Q: 3 clusters Score -128558.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -128561.101562 Penalty: 708.007568
	Iteration 15Q: 3 clusters Score -128561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -128561.843750 Penalty: 708.007568
	Iteration 16Q: 3 clusters Score -128561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -128562.015625 Penalty: 708.007568
	Iteration 17Q: 3 clusters Score -128562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -128562.015625 Penalty: 708.007568
	Iteration 18F: 3 clusters Score -128562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -54599.753906 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54599.75 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -54830.699219 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54830.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -54879.902344 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54879.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -54918.085938 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -54918.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -54945.699219 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -54945.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -54962.343750 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54962.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -54980.613281 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -54980.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -55000.316406 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -55000.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -55030.152344 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -55030.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -55074.507812 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -55074.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -55104.515625 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -55104.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -55117.738281 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -55117.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -55141.761719 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -55141.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -55174.695312 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -55174.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -55213.753906 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -55213.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -55237.867188 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -55237.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -55254.347656 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -55254.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -55266.660156 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -55266.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -55279.945312 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -55279.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -55290.136719 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -55290.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -55313.117188 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55313.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -55326.972656 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55326.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -55337.871094 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -55337.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -55342.328125 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -55342.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -55348.058594 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -55348.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55351.152344 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -55351.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55352.468750 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -55352.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55353.000000 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -55353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55353.000000 Penalty: 627.599182
	Iteration 28F: 3 clusters Score -55353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76196.375000 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76196.38 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -76531.898438 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76531.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -76603.929688 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76603.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -76665.460938 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76665.46 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76727.382812 Penalty: 657.054016
	Iteration 4F: 3 clusters Score -76727.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76766.101562 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76766.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76795.664062 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76795.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76815.351562 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76815.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76843.179688 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76843.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76865.335938 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76865.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76873.578125 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76873.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76883.937500 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76883.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76896.523438 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76896.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76905.820312 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76905.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76908.421875 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76908.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76909.187500 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76909.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76910.195312 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76910.546875 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76910.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76910.710938 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76910.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76911.000000 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -76911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76911.000000 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -76911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7418.552246 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7418.552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7200.368652 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -7200.369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7242.253906 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -7242.254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7264.085449 Penalty: 455.359100
	Iteration 2Q: 3 clusters Score -7264.085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7276.460449 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -7276.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7278.240723 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7278.241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7278.240723 Penalty: 455.359100
	Iteration 5F: 3 clusters Score -7278.241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 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 356 members 
Entering Unmasked Estep 
Score: -39965.945312 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -39965.95 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40178.238281 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40178.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40232.281250 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40232.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40256.539062 Penalty: 601.573303
	Iteration 3Q: 3 clusters Score -40256.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40276.710938 Penalty: 601.573303
	Iteration 4Q: 3 clusters Score -40276.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40294.218750 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40294.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40306.300781 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40306.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40318.078125 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40318.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40335.882812 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40335.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40344.617188 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40344.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40357.855469 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40357.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40382.789062 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40382.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40401.304688 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40401.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40415.445312 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40415.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40432.277344 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40432.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40452.878906 Penalty: 601.573303
	Iteration 15Q: 3 clusters Score -40452.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40474.480469 Penalty: 601.573303
	Iteration 16Q: 3 clusters Score -40474.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40493.816406 Penalty: 601.573303
	Iteration 17Q: 3 clusters Score -40493.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40505.914062 Penalty: 601.573303
	Iteration 18Q: 3 clusters Score -40505.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40515.312500 Penalty: 601.573303
	Iteration 19Q: 3 clusters Score -40515.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40521.570312 Penalty: 601.573303
	Iteration 20F: 3 clusters Score -40521.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40526.343750 Penalty: 601.573303
	Iteration 21Q: 3 clusters Score -40526.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40529.515625 Penalty: 601.573303
	Iteration 22Q: 3 clusters Score -40529.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40531.046875 Penalty: 601.573303
	Iteration 23Q: 3 clusters Score -40531.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40532.812500 Penalty: 601.573303
	Iteration 24Q: 3 clusters Score -40532.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40533.753906 Penalty: 601.573303
	Iteration 25Q: 3 clusters Score -40533.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40535.496094 Penalty: 601.573303
	Iteration 26Q: 3 clusters Score -40535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40536.113281 Penalty: 601.573303
	Iteration 27Q: 3 clusters Score -40536.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40536.347656 Penalty: 601.573303
	Iteration 28Q: 3 clusters Score -40536.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40536.875000 Penalty: 601.573303
	Iteration 29Q: 3 clusters Score -40536.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40537.296875 Penalty: 601.573303
	Iteration 30Q: 3 clusters Score -40537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40537.808594 Penalty: 601.573303
	Iteration 31Q: 3 clusters Score -40537.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40537.808594 Penalty: 601.573303
	Iteration 32F: 3 clusters Score -40537.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (179453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179453 members 
Entering Unmasked Estep 
Score: -10462302.000000 Penalty: 550.443909
	Iteration 0F: 2 clusters Score -1.04623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -10348986.000000 Penalty: 1100.887817
	Iteration 0F: 3 clusters Score -1.034899e+07 nChanged 88339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -10407806.000000 Penalty: 1100.887817
	Iteration 1F: 3 clusters Score -1.040781e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -10413341.000000 Penalty: 1100.887817
	Iteration 2F: 3 clusters Score -1.041334e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -10421413.000000 Penalty: 1100.887817
	Iteration 3F: 3 clusters Score -1.042141e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -10430220.000000 Penalty: 1100.887817
	Iteration 4F: 3 clusters Score -1.043022e+07 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 117346 members 
Entering Unmasked Estep 
Score: -10436792.000000 Penalty: 1100.887817
	Iteration 5F: 3 clusters Score -1.043679e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 120767 members 
Entering Unmasked Estep 
Score: -10440331.000000 Penalty: 1100.887817
	Iteration 6Q: 3 clusters Score -1.044033e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 123768 members 
Entering Unmasked Estep 
Score: -10441952.000000 Penalty: 1100.887817
	Iteration 7Q: 3 clusters Score -1.044195e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 126669 members 
Entering Unmasked Estep 
Score: -10443008.000000 Penalty: 1100.887817
	Iteration 8Q: 3 clusters Score -1.044301e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 129772 members 
Entering Unmasked Estep 
Score: -10443960.000000 Penalty: 1100.887817
	Iteration 9Q: 3 clusters Score -1.044396e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 133069 members 
Entering Unmasked Estep 
Score: -10444748.000000 Penalty: 1100.887817
	Iteration 10Q: 3 clusters Score -1.044475e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 136966 members 
Entering Unmasked Estep 
Score: -10446025.000000 Penalty: 1100.887817
	Iteration 11Q: 3 clusters Score -1.044602e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 141410 members 
Entering Unmasked Estep 
Score: -10447368.000000 Penalty: 1100.887817
	Iteration 12Q: 3 clusters Score -1.044737e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 146146 members 
Entering Unmasked Estep 
Score: -10448702.000000 Penalty: 1100.887817
	Iteration 13Q: 3 clusters Score -1.04487e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -10450159.000000 Penalty: 1100.887817
	Iteration 14Q: 3 clusters Score -1.045016e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 156245 members 
Entering Unmasked Estep 
Score: -10451869.000000 Penalty: 1100.887817
	Iteration 15Q: 3 clusters Score -1.045187e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -10453570.000000 Penalty: 1100.887817
	Iteration 16Q: 3 clusters Score -1.045357e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -10455234.000000 Penalty: 1100.887817
	Iteration 17Q: 3 clusters Score -1.045523e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -10456815.000000 Penalty: 1100.887817
	Iteration 18Q: 3 clusters Score -1.045682e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -10458160.000000 Penalty: 1100.887817
	Iteration 19Q: 3 clusters Score -1.045816e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -10459368.000000 Penalty: 1100.887817
	Iteration 20F: 3 clusters Score -1.045937e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 176437 members 
Entering Unmasked Estep 
Score: -10460251.000000 Penalty: 1100.887817
	Iteration 21Q: 3 clusters Score -1.046025e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 177543 members 
Entering Unmasked Estep 
Score: -10460834.000000 Penalty: 1100.887817
	Iteration 22Q: 3 clusters Score -1.046083e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 178223 members 
Entering Unmasked Estep 
Score: -10461160.000000 Penalty: 1100.887817
	Iteration 23Q: 3 clusters Score -1.046116e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -10461414.000000 Penalty: 1100.887817
	Iteration 24Q: 3 clusters Score -1.046141e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -10461583.000000 Penalty: 1100.887817
	Iteration 25Q: 3 clusters Score -1.046158e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 179005 members 
Entering Unmasked Estep 
Score: -10461661.000000 Penalty: 1100.887817
	Iteration 26Q: 3 clusters Score -1.046166e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 179080 members 
Entering Unmasked Estep 
Score: -10461728.000000 Penalty: 1100.887817
	Iteration 27Q: 3 clusters Score -1.046173e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 179133 members 
Entering Unmasked Estep 
Score: -10461768.000000 Penalty: 1100.887817
	Iteration 28Q: 3 clusters Score -1.046177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 179168 members 
Entering Unmasked Estep 
Score: -10461803.000000 Penalty: 1100.887817
	Iteration 29Q: 3 clusters Score -1.04618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -10461830.000000 Penalty: 1100.887817
	Iteration 30Q: 3 clusters Score -1.046183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -10461827.000000 Penalty: 1100.887817
	Iteration 31Q: 3 clusters Score -1.046183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 179219 members 
Entering Unmasked Estep 
Score: -10461825.000000 Penalty: 1100.887817
	Iteration 32Q: 3 clusters Score -1.046182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -10461829.000000 Penalty: 1100.887817
	Iteration 33Q: 3 clusters Score -1.046183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 179239 members 
Entering Unmasked Estep 
Score: -10461855.000000 Penalty: 1100.887817
	Iteration 34Q: 3 clusters Score -1.046186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179245 members 
Entering Unmasked Estep 
Score: -10461852.000000 Penalty: 1100.887817
	Iteration 35Q: 3 clusters Score -1.046185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179250 members 
Entering Unmasked Estep 
Score: -10461860.000000 Penalty: 1100.887817
	Iteration 36Q: 3 clusters Score -1.046186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179254 members 
Entering Unmasked Estep 
Score: -10461870.000000 Penalty: 1100.887817
	Iteration 37Q: 3 clusters Score -1.046187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 179257 members 
Entering Unmasked Estep 
Score: -10461863.000000 Penalty: 1100.887817
	Iteration 38Q: 3 clusters Score -1.046186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -10461865.000000 Penalty: 1100.887817
	Iteration 39Q: 3 clusters Score -1.046186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 179261 members 
Entering Unmasked Estep 
Score: -10461875.000000 Penalty: 1100.887817
	Iteration 40F: 3 clusters Score -1.046188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 179264 members 
Entering Unmasked Estep 
Score: -10461872.000000 Penalty: 1100.887817
	Iteration 41Q: 3 clusters Score -1.046187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179263 members 
Entering Unmasked Estep 
Score: -10461878.000000 Penalty: 1100.887817
	Iteration 42Q: 3 clusters Score -1.046188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179263 members 
Entering Unmasked Estep 
Score: -10461882.000000 Penalty: 1100.887817
	Iteration 43Q: 3 clusters Score -1.046188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 179261 members 
Entering Unmasked Estep 
Score: -10461872.000000 Penalty: 1100.887817
	Iteration 44Q: 3 clusters Score -1.046187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179263 members 
Entering Unmasked Estep 
Score: -10461881.000000 Penalty: 1100.887817
	Iteration 45Q: 3 clusters Score -1.046188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179263 members 
Entering Unmasked Estep 
Score: -10461883.000000 Penalty: 1100.887817
	Iteration 46Q: 3 clusters Score -1.046188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179265 members 
Entering Unmasked Estep 
Score: -10461886.000000 Penalty: 1100.887817
	Iteration 47Q: 3 clusters Score -1.046189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179268 members 
Entering Unmasked Estep 
Score: -10461878.000000 Penalty: 1100.887817
	Iteration 48Q: 3 clusters Score -1.046188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179268 members 
Entering Unmasked Estep 
Score: -10461878.000000 Penalty: 1100.887817
	Iteration 49F: 3 clusters Score -1.046188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (131543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131543 members 
Entering Unmasked Estep 
Score: -7852202.000000 Penalty: 536.312561
	Iteration 0F: 2 clusters Score -7852202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -7769056.500000 Penalty: 1072.625122
	Iteration 0F: 3 clusters Score -7769056 nChanged 64701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -7809097.000000 Penalty: 1072.625122
	Iteration 1F: 3 clusters Score -7809097 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -7811961.500000 Penalty: 1072.625122
	Iteration 2Q: 3 clusters Score -7811962 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -7816608.000000 Penalty: 1072.625122
	Iteration 3F: 3 clusters Score -7816608 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -7823735.500000 Penalty: 1072.625122
	Iteration 4F: 3 clusters Score -7823736 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7833074.000000 Penalty: 1072.625122
	Iteration 5F: 3 clusters Score -7833074 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -7841435.000000 Penalty: 1072.625122
	Iteration 6F: 3 clusters Score -7841435 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -7845816.000000 Penalty: 1072.625122
	Iteration 7Q: 3 clusters Score -7845816 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -7847788.000000 Penalty: 1072.625122
	Iteration 8Q: 3 clusters Score -7847788 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -7848985.500000 Penalty: 1072.625122
	Iteration 9Q: 3 clusters Score -7848986 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -7849877.500000 Penalty: 1072.625122
	Iteration 10Q: 3 clusters Score -7849878 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116779 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -7850689.000000 Penalty: 1072.625122
	Iteration 11Q: 3 clusters Score -7850689 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -7851345.500000 Penalty: 1072.625122
	Iteration 12Q: 3 clusters Score -7851346 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120363 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -7851874.500000 Penalty: 1072.625122
	Iteration 13Q: 3 clusters Score -7851874 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121807 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -7852338.500000 Penalty: 1072.625122
	Iteration 14Q: 3 clusters Score -7852338 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -7852738.500000 Penalty: 1072.625122
	Iteration 15Q: 3 clusters Score -7852738 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124173 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -7852883.500000 Penalty: 1072.625122
	Iteration 16Q: 3 clusters Score -7852884 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125158 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -7852959.500000 Penalty: 1072.625122
	Iteration 17Q: 3 clusters Score -7852960 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126076 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7852884.000000 Penalty: 1072.625122
	Iteration 18Q: 3 clusters Score -7852884 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -7852847.500000 Penalty: 1072.625122
	Iteration 19Q: 3 clusters Score -7852848 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7852873.500000 Penalty: 1072.625122
	Iteration 20F: 3 clusters Score -7852874 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7852852.000000 Penalty: 1072.625122
	Iteration 21Q: 3 clusters Score -7852852 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128836 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -7852874.000000 Penalty: 1072.625122
	Iteration 22Q: 3 clusters Score -7852874 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7852816.500000 Penalty: 1072.625122
	Iteration 23Q: 3 clusters Score -7852816 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7852759.500000 Penalty: 1072.625122
	Iteration 24Q: 3 clusters Score -7852760 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129986 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7852641.500000 Penalty: 1072.625122
	Iteration 25Q: 3 clusters Score -7852642 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7852531.500000 Penalty: 1072.625122
	Iteration 26Q: 3 clusters Score -7852532 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7852485.500000 Penalty: 1072.625122
	Iteration 27Q: 3 clusters Score -7852486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130535 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7852402.000000 Penalty: 1072.625122
	Iteration 28Q: 3 clusters Score -7852402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130658 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7852355.000000 Penalty: 1072.625122
	Iteration 29Q: 3 clusters Score -7852355 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130759 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7852298.500000 Penalty: 1072.625122
	Iteration 30Q: 3 clusters Score -7852298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130841 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7852278.500000 Penalty: 1072.625122
	Iteration 31Q: 3 clusters Score -7852278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130905 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7852259.000000 Penalty: 1072.625122
	Iteration 32Q: 3 clusters Score -7852259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7852240.500000 Penalty: 1072.625122
	Iteration 33Q: 3 clusters Score -7852240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130995 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7852251.000000 Penalty: 1072.625122
	Iteration 34Q: 3 clusters Score -7852251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7852225.500000 Penalty: 1072.625122
	Iteration 35Q: 3 clusters Score -7852226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7852190.000000 Penalty: 1072.625122
	Iteration 36Q: 3 clusters Score -7852190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7852192.000000 Penalty: 1072.625122
	Iteration 37Q: 3 clusters Score -7852192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131081 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7852182.000000 Penalty: 1072.625122
	Iteration 38Q: 3 clusters Score -7852182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7852180.500000 Penalty: 1072.625122
	Iteration 39Q: 3 clusters Score -7852180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7852174.500000 Penalty: 1072.625122
	Iteration 40F: 3 clusters Score -7852174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131097 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7852181.500000 Penalty: 1072.625122
	Iteration 41Q: 3 clusters Score -7852182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131105 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7852173.000000 Penalty: 1072.625122
	Iteration 42Q: 3 clusters Score -7852173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7852164.500000 Penalty: 1072.625122
	Iteration 43Q: 3 clusters Score -7852164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7852162.500000 Penalty: 1072.625122
	Iteration 44Q: 3 clusters Score -7852162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131131 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7852153.500000 Penalty: 1072.625122
	Iteration 45Q: 3 clusters Score -7852154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7852153.000000 Penalty: 1072.625122
	Iteration 46Q: 3 clusters Score -7852153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131141 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7852143.000000 Penalty: 1072.625122
	Iteration 47Q: 3 clusters Score -7852143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131145 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7852154.000000 Penalty: 1072.625122
	Iteration 48Q: 3 clusters Score -7852154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131152 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7852142.000000 Penalty: 1072.625122
	Iteration 49Q: 3 clusters Score -7852142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7852144.000000 Penalty: 1072.625122
	Iteration 50Q: 3 clusters Score -7852144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131159 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7852136.500000 Penalty: 1072.625122
	Iteration 51Q: 3 clusters Score -7852136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131162 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7852131.500000 Penalty: 1072.625122
	Iteration 52Q: 3 clusters Score -7852132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131165 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7852130.500000 Penalty: 1072.625122
	Iteration 53Q: 3 clusters Score -7852130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131165 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7852130.500000 Penalty: 1072.625122
	Iteration 54F: 3 clusters Score -7852130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -77771.484375 Penalty: 329.968445
	Iteration 0F: 2 clusters Score -77771.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -76708.890625 Penalty: 659.936890
	Iteration 0F: 3 clusters Score -76708.89 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77006.250000 Penalty: 659.936890
	Iteration 1F: 3 clusters Score -77006.25 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77045.765625 Penalty: 659.936890
	Iteration 2F: 3 clusters Score -77045.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -77080.328125 Penalty: 659.936890
	Iteration 3Q: 3 clusters Score -77080.33 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77113.093750 Penalty: 659.936890
	Iteration 4Q: 3 clusters Score -77113.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -77144.210938 Penalty: 659.936890
	Iteration 5Q: 3 clusters Score -77144.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -77168.234375 Penalty: 659.936890
	Iteration 6Q: 3 clusters Score -77168.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77188.640625 Penalty: 659.936890
	Iteration 7Q: 3 clusters Score -77188.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77208.562500 Penalty: 659.936890
	Iteration 8Q: 3 clusters Score -77208.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77219.257812 Penalty: 659.936890
	Iteration 9Q: 3 clusters Score -77219.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77232.406250 Penalty: 659.936890
	Iteration 10Q: 3 clusters Score -77232.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77247.242188 Penalty: 659.936890
	Iteration 11Q: 3 clusters Score -77247.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77263.164062 Penalty: 659.936890
	Iteration 12Q: 3 clusters Score -77263.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77275.351562 Penalty: 659.936890
	Iteration 13Q: 3 clusters Score -77275.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77286.531250 Penalty: 659.936890
	Iteration 14Q: 3 clusters Score -77286.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77309.421875 Penalty: 659.936890
	Iteration 15Q: 3 clusters Score -77309.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77331.117188 Penalty: 659.936890
	Iteration 16Q: 3 clusters Score -77331.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77349.265625 Penalty: 659.936890
	Iteration 17Q: 3 clusters Score -77349.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77366.164062 Penalty: 659.936890
	Iteration 18Q: 3 clusters Score -77366.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77390.125000 Penalty: 659.936890
	Iteration 19Q: 3 clusters Score -77390.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77406.937500 Penalty: 659.936890
	Iteration 20F: 3 clusters Score -77406.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77421.296875 Penalty: 659.936890
	Iteration 21Q: 3 clusters Score -77421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77427.906250 Penalty: 659.936890
	Iteration 22Q: 3 clusters Score -77427.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77433.468750 Penalty: 659.936890
	Iteration 23Q: 3 clusters Score -77433.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -77438.429688 Penalty: 659.936890
	Iteration 24Q: 3 clusters Score -77438.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77442.718750 Penalty: 659.936890
	Iteration 25Q: 3 clusters Score -77442.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77447.460938 Penalty: 659.936890
	Iteration 26Q: 3 clusters Score -77447.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77454.007812 Penalty: 659.936890
	Iteration 27Q: 3 clusters Score -77454.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77457.585938 Penalty: 659.936890
	Iteration 28Q: 3 clusters Score -77457.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77460.757812 Penalty: 659.936890
	Iteration 29Q: 3 clusters Score -77460.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77462.250000 Penalty: 659.936890
	Iteration 30Q: 3 clusters Score -77462.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -77463.265625 Penalty: 659.936890
	Iteration 31Q: 3 clusters Score -77463.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77465.718750 Penalty: 659.936890
	Iteration 32Q: 3 clusters Score -77465.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77466.656250 Penalty: 659.936890
	Iteration 33Q: 3 clusters Score -77466.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -77468.203125 Penalty: 659.936890
	Iteration 34Q: 3 clusters Score -77468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77469.804688 Penalty: 659.936890
	Iteration 35Q: 3 clusters Score -77469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -77472.523438 Penalty: 659.936890
	Iteration 36Q: 3 clusters Score -77472.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77473.242188 Penalty: 659.936890
	Iteration 37Q: 3 clusters Score -77473.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77474.742188 Penalty: 659.936890
	Iteration 38Q: 3 clusters Score -77474.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -77475.468750 Penalty: 659.936890
	Iteration 39Q: 3 clusters Score -77475.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77476.554688 Penalty: 659.936890
	Iteration 40F: 3 clusters Score -77476.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -77477.281250 Penalty: 659.936890
	Iteration 41Q: 3 clusters Score -77477.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -77477.867188 Penalty: 659.936890
	Iteration 42Q: 3 clusters Score -77477.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -77479.343750 Penalty: 659.936890
	Iteration 43Q: 3 clusters Score -77479.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77480.164062 Penalty: 659.936890
	Iteration 44Q: 3 clusters Score -77480.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -77481.859375 Penalty: 659.936890
	Iteration 45Q: 3 clusters Score -77481.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77482.164062 Penalty: 659.936890
	Iteration 46Q: 3 clusters Score -77482.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77482.164062 Penalty: 659.936890
	Iteration 47F: 3 clusters Score -77482.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1807.477905 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1807.478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1823.891235 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1823.891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1846.841309 Penalty: 355.994110
	Iteration 2F: 3 clusters Score -1846.841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1852.602051 Penalty: 355.994110
	Iteration 3Q: 3 clusters Score -1852.602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1852.602051 Penalty: 355.994110
	Iteration 4F: 3 clusters Score -1852.602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -61167.933594 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -61167.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60357.914062 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -60357.91 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60616.296875 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -60616.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60716.714844 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -60716.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60854.078125 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -60854.08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60943.656250 Penalty: 630.496948
	Iteration 4F: 3 clusters Score -60943.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60992.734375 Penalty: 630.496948
	Iteration 5F: 3 clusters Score -60992.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61017.261719 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -61017.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61037.816406 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -61037.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61049.953125 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -61049.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61061.472656 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -61061.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61069.359375 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -61069.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61073.539062 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -61073.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61074.914062 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -61074.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61074.914062 Penalty: 630.496948
	Iteration 13F: 3 clusters Score -61074.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -55584.097656 Penalty: 316.782074
	Iteration 0F: 2 clusters Score -55584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54759.496094 Penalty: 633.564148
	Iteration 0F: 3 clusters Score -54759.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -55060.457031 Penalty: 633.564148
	Iteration 1F: 3 clusters Score -55060.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -55114.542969 Penalty: 633.564148
	Iteration 2F: 3 clusters Score -55114.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -55158.597656 Penalty: 633.564148
	Iteration 3F: 3 clusters Score -55158.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -55219.160156 Penalty: 633.564148
	Iteration 4F: 3 clusters Score -55219.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -55277.222656 Penalty: 633.564148
	Iteration 5F: 3 clusters Score -55277.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -55317.476562 Penalty: 633.564148
	Iteration 6F: 3 clusters Score -55317.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55342.414062 Penalty: 633.564148
	Iteration 7Q: 3 clusters Score -55342.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -55355.933594 Penalty: 633.564148
	Iteration 8Q: 3 clusters Score -55355.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55365.335938 Penalty: 633.564148
	Iteration 9Q: 3 clusters Score -55365.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55369.898438 Penalty: 633.564148
	Iteration 10Q: 3 clusters Score -55369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55371.218750 Penalty: 633.564148
	Iteration 11Q: 3 clusters Score -55371.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55371.644531 Penalty: 633.564148
	Iteration 12Q: 3 clusters Score -55371.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55372.703125 Penalty: 633.564148
	Iteration 13Q: 3 clusters Score -55372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55373.003906 Penalty: 633.564148
	Iteration 14Q: 3 clusters Score -55373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55373.003906 Penalty: 633.564148
	Iteration 15F: 3 clusters Score -55373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73627.882812 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73627.88 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -73935.359375 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73935.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -73980.875000 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -73980.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -74017.937500 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -74017.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -74037.820312 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -74037.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -74053.875000 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74053.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74076.156250 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74076.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74101.351562 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74101.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74125.296875 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74125.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74149.789062 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74149.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74186.906250 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74186.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74211.164062 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74211.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74229.187500 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74229.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74242.953125 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74242.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74259.117188 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74259.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74272.734375 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74272.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74280.500000 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74280.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74288.765625 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -74288.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74299.960938 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -74299.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -74310.171875 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -74310.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74313.406250 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -74313.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74316.843750 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -74316.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -74320.140625 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -74320.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -74323.359375 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -74323.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -74325.984375 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -74325.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74327.445312 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -74327.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74328.304688 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -74328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74328.515625 Penalty: 654.557007
	Iteration 27Q: 3 clusters Score -74328.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -74328.773438 Penalty: 654.557007
	Iteration 28Q: 3 clusters Score -74328.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74328.984375 Penalty: 654.557007
	Iteration 29Q: 3 clusters Score -74328.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74328.984375 Penalty: 654.557007
	Iteration 30F: 3 clusters Score -74328.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3820.804932 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3820.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3641.361816 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3641.362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3665.497803 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3665.498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3673.713135 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3673.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3673.713135 Penalty: 390.431824
	Iteration 3F: 3 clusters Score -3673.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 31778 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4792 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179453 members 
Mstep: Class 23 contains 131543 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057352.000000 Penalty: 17048.580078
Iteration 239Q: 30 clusters Score -2.305735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 12259 members 
Mstep: Class 10 contains 31789 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4788 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179440 members 
Mstep: Class 23 contains 131542 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057366.000000 Penalty: 17048.580078
Iteration 240F: 30 clusters Score -2.305737e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6866 members 
Mstep: Class 9 contains 12261 members 
Mstep: Class 10 contains 31803 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4784 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179430 members 
Mstep: Class 23 contains 131538 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057390.000000 Penalty: 17048.580078
Iteration 241Q: 30 clusters Score -2.305739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 12262 members 
Mstep: Class 10 contains 31815 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4780 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179416 members 
Mstep: Class 23 contains 131541 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057404.000000 Penalty: 17048.580078
Iteration 242Q: 30 clusters Score -2.30574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 12262 members 
Mstep: Class 10 contains 31822 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179405 members 
Mstep: Class 23 contains 131541 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057410.000000 Penalty: 17048.580078
Iteration 243Q: 30 clusters Score -2.305741e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1356 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 12263 members 
Mstep: Class 10 contains 31829 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14307 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179402 members 
Mstep: Class 23 contains 131534 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057396.000000 Penalty: 17048.580078
Iteration 244Q: 30 clusters Score -2.30574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 12263 members 
Mstep: Class 10 contains 31837 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14308 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179392 members 
Mstep: Class 23 contains 131531 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057402.000000 Penalty: 17048.580078
Iteration 245Q: 30 clusters Score -2.30574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 12265 members 
Mstep: Class 10 contains 31844 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14309 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179387 members 
Mstep: Class 23 contains 131527 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057398.000000 Penalty: 17048.580078
Iteration 246Q: 30 clusters Score -2.30574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6900 members 
Mstep: Class 9 contains 12267 members 
Mstep: Class 10 contains 31849 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14310 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179377 members 
Mstep: Class 23 contains 131527 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057414.000000 Penalty: 17048.580078
Iteration 247Q: 30 clusters Score -2.305741e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 12267 members 
Mstep: Class 10 contains 31854 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14312 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179367 members 
Mstep: Class 23 contains 131528 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057416.000000 Penalty: 17048.580078
Iteration 248Q: 30 clusters Score -2.305742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1353 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 12267 members 
Mstep: Class 10 contains 31864 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14315 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179359 members 
Mstep: Class 23 contains 131528 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057418.000000 Penalty: 17048.580078
Iteration 249Q: 30 clusters Score -2.305742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6913 members 
Mstep: Class 9 contains 12268 members 
Mstep: Class 10 contains 31876 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14318 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179349 members 
Mstep: Class 23 contains 131525 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057412.000000 Penalty: 17048.580078
Iteration 250Q: 30 clusters Score -2.305741e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6916 members 
Mstep: Class 9 contains 12268 members 
Mstep: Class 10 contains 31884 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14322 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179337 members 
Mstep: Class 23 contains 131527 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057426.000000 Penalty: 17048.580078
Iteration 251Q: 30 clusters Score -2.305743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 12270 members 
Mstep: Class 10 contains 31893 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4754 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14329 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179323 members 
Mstep: Class 23 contains 131524 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057382.000000 Penalty: 17048.580078
Iteration 252Q: 30 clusters Score -2.305738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 12271 members 
Mstep: Class 10 contains 31895 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14336 members 
Mstep: Class 17 contains 2397 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179316 members 
Mstep: Class 23 contains 131519 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057398.000000 Penalty: 17048.580078
Iteration 253Q: 30 clusters Score -2.30574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 12273 members 
Mstep: Class 10 contains 31905 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14341 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179305 members 
Mstep: Class 23 contains 131516 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057416.000000 Penalty: 17048.580078
Iteration 254Q: 30 clusters Score -2.305742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 12274 members 
Mstep: Class 10 contains 31912 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179300 members 
Mstep: Class 23 contains 131512 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057408.000000 Penalty: 17048.580078
Iteration 255Q: 30 clusters Score -2.305741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 12275 members 
Mstep: Class 10 contains 31918 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179293 members 
Mstep: Class 23 contains 131513 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057404.000000 Penalty: 17048.580078
Iteration 256Q: 30 clusters Score -2.30574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 12275 members 
Mstep: Class 10 contains 31925 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179285 members 
Mstep: Class 23 contains 131515 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057426.000000 Penalty: 17048.580078
Iteration 257Q: 30 clusters Score -2.305743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 31934 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179281 members 
Mstep: Class 23 contains 131513 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057432.000000 Penalty: 17048.580078
Iteration 258Q: 30 clusters Score -2.305743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 12276 members 
Mstep: Class 10 contains 31942 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179281 members 
Mstep: Class 23 contains 131510 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057414.000000 Penalty: 17048.580078
Iteration 259Q: 30 clusters Score -2.305741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 31955 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179275 members 
Mstep: Class 23 contains 131510 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057412.000000 Penalty: 17048.580078
Iteration 260F: 30 clusters Score -2.305741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1191 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 12280 members 
Mstep: Class 10 contains 31971 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179266 members 
Mstep: Class 23 contains 131512 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057394.000000 Penalty: 17048.580078
Iteration 261Q: 30 clusters Score -2.305739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 12282 members 
Mstep: Class 10 contains 31983 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179251 members 
Mstep: Class 23 contains 131517 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057400.000000 Penalty: 17048.580078
Iteration 262Q: 30 clusters Score -2.30574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 12285 members 
Mstep: Class 10 contains 31993 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179242 members 
Mstep: Class 23 contains 131519 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057386.000000 Penalty: 17048.580078
Iteration 263Q: 30 clusters Score -2.305739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 10 contains 32002 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179233 members 
Mstep: Class 23 contains 131520 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057402.000000 Penalty: 17048.580078
Iteration 264Q: 30 clusters Score -2.30574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 10 contains 32012 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179225 members 
Mstep: Class 23 contains 131521 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057410.000000 Penalty: 17048.580078
Iteration 265Q: 30 clusters Score -2.305741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14347 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179214 members 
Mstep: Class 23 contains 131521 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057380.000000 Penalty: 17048.580078
Iteration 266Q: 30 clusters Score -2.305738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12287 members 
Mstep: Class 10 contains 32037 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4399 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179208 members 
Mstep: Class 23 contains 131522 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057396.000000 Penalty: 17048.580078
Iteration 267Q: 30 clusters Score -2.30574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 12286 members 
Mstep: Class 10 contains 32047 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 4399 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179203 members 
Mstep: Class 23 contains 131527 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057412.000000 Penalty: 17048.580078
Iteration 268Q: 30 clusters Score -2.305741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12283 members 
Mstep: Class 10 contains 32061 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 4399 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179193 members 
Mstep: Class 23 contains 131530 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057432.000000 Penalty: 17048.580078
Iteration 269Q: 30 clusters Score -2.305743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12282 members 
Mstep: Class 10 contains 32073 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 4400 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179186 members 
Mstep: Class 23 contains 131529 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057416.000000 Penalty: 17048.580078
Iteration 270Q: 30 clusters Score -2.305742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12281 members 
Mstep: Class 10 contains 32086 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179177 members 
Mstep: Class 23 contains 131526 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057430.000000 Penalty: 17048.580078
Iteration 271Q: 30 clusters Score -2.305743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12281 members 
Mstep: Class 10 contains 32096 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179172 members 
Mstep: Class 23 contains 131518 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057398.000000 Penalty: 17048.580078
Iteration 272Q: 30 clusters Score -2.30574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12284 members 
Mstep: Class 10 contains 32103 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4658 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179166 members 
Mstep: Class 23 contains 131511 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057410.000000 Penalty: 17048.580078
Iteration 273Q: 30 clusters Score -2.305741e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 12286 members 
Mstep: Class 10 contains 32109 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179166 members 
Mstep: Class 23 contains 131501 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057410.000000 Penalty: 17048.580078
Iteration 274Q: 30 clusters Score -2.305741e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12292 members 
Mstep: Class 10 contains 32114 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179157 members 
Mstep: Class 23 contains 131499 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057402.000000 Penalty: 17048.580078
Iteration 275Q: 30 clusters Score -2.30574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12295 members 
Mstep: Class 10 contains 32124 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 4415 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179149 members 
Mstep: Class 23 contains 131493 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057366.000000 Penalty: 17048.580078
Iteration 276Q: 30 clusters Score -2.305737e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 12296 members 
Mstep: Class 10 contains 32135 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179139 members 
Mstep: Class 23 contains 131493 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057398.000000 Penalty: 17048.580078
Iteration 277Q: 30 clusters Score -2.30574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 12301 members 
Mstep: Class 10 contains 32142 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 4415 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179123 members 
Mstep: Class 23 contains 131497 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057408.000000 Penalty: 17048.580078
Iteration 278Q: 30 clusters Score -2.305741e+07 nChanged 22
Entering ConstructFrom: 
Score: -23057408.000000 Penalty: 17048.580078
Entering ConstructFrom: 
Trying to split cluster 1 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -7669.114746 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -7669.115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7439.988281 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7439.988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7542.023926 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7542.024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7570.271973 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7570.272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7584.902832 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -7584.903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7617.928223 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -7617.928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7628.779297 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -7628.779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7652.860352 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -7652.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7664.980957 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -7664.981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7679.949707 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -7679.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7683.632324 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -7683.632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7683.632324 Penalty: 472.052094
	Iteration 10F: 3 clusters Score -7683.632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179107 members 
Mstep: Class 23 contains 131503 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 45 members 
Entering Unmasked Estep 
Score: -23057040.000000 Penalty: 17636.460938
Splitting cluster 1 changes total score from -23057408.000000 to -23057040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -69448.289062 Penalty: 327.449249
	Iteration 0F: 2 clusters Score -69448.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -68471.320312 Penalty: 654.898499
	Iteration 0F: 3 clusters Score -68471.32 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -68753.953125 Penalty: 654.898499
	Iteration 1F: 3 clusters Score -68753.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -68815.570312 Penalty: 654.898499
	Iteration 2F: 3 clusters Score -68815.57 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68856.359375 Penalty: 654.898499
	Iteration 3F: 3 clusters Score -68856.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68878.000000 Penalty: 654.898499
	Iteration 4Q: 3 clusters Score -68878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -68897.312500 Penalty: 654.898499
	Iteration 5Q: 3 clusters Score -68897.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -68911.984375 Penalty: 654.898499
	Iteration 6Q: 3 clusters Score -68911.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -68924.312500 Penalty: 654.898499
	Iteration 7Q: 3 clusters Score -68924.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68934.414062 Penalty: 654.898499
	Iteration 8Q: 3 clusters Score -68934.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -68942.296875 Penalty: 654.898499
	Iteration 9Q: 3 clusters Score -68942.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68952.343750 Penalty: 654.898499
	Iteration 10Q: 3 clusters Score -68952.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68957.828125 Penalty: 654.898499
	Iteration 11Q: 3 clusters Score -68957.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68961.265625 Penalty: 654.898499
	Iteration 12Q: 3 clusters Score -68961.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68969.703125 Penalty: 654.898499
	Iteration 13Q: 3 clusters Score -68969.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68976.320312 Penalty: 654.898499
	Iteration 14Q: 3 clusters Score -68976.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68981.101562 Penalty: 654.898499
	Iteration 15Q: 3 clusters Score -68981.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68983.703125 Penalty: 654.898499
	Iteration 16Q: 3 clusters Score -68983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -68986.515625 Penalty: 654.898499
	Iteration 17Q: 3 clusters Score -68986.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68989.765625 Penalty: 654.898499
	Iteration 18Q: 3 clusters Score -68989.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -68996.968750 Penalty: 654.898499
	Iteration 19Q: 3 clusters Score -68996.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69003.890625 Penalty: 654.898499
	Iteration 20F: 3 clusters Score -69003.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -69013.851562 Penalty: 654.898499
	Iteration 21Q: 3 clusters Score -69013.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69021.234375 Penalty: 654.898499
	Iteration 22Q: 3 clusters Score -69021.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69032.140625 Penalty: 654.898499
	Iteration 23Q: 3 clusters Score -69032.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69041.273438 Penalty: 654.898499
	Iteration 24Q: 3 clusters Score -69041.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -69051.179688 Penalty: 654.898499
	Iteration 25Q: 3 clusters Score -69051.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69059.906250 Penalty: 654.898499
	Iteration 26Q: 3 clusters Score -69059.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -69065.164062 Penalty: 654.898499
	Iteration 27Q: 3 clusters Score -69065.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -69070.226562 Penalty: 654.898499
	Iteration 28Q: 3 clusters Score -69070.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -69073.414062 Penalty: 654.898499
	Iteration 29Q: 3 clusters Score -69073.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69076.640625 Penalty: 654.898499
	Iteration 30Q: 3 clusters Score -69076.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -69081.101562 Penalty: 654.898499
	Iteration 31Q: 3 clusters Score -69081.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69085.898438 Penalty: 654.898499
	Iteration 32Q: 3 clusters Score -69085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69088.773438 Penalty: 654.898499
	Iteration 33Q: 3 clusters Score -69088.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69090.992188 Penalty: 654.898499
	Iteration 34Q: 3 clusters Score -69090.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69092.171875 Penalty: 654.898499
	Iteration 35Q: 3 clusters Score -69092.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69092.468750 Penalty: 654.898499
	Iteration 36Q: 3 clusters Score -69092.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69092.632812 Penalty: 654.898499
	Iteration 37Q: 3 clusters Score -69092.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69092.632812 Penalty: 654.898499
	Iteration 38F: 3 clusters Score -69092.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 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 847 members 
Entering Unmasked Estep 
Score: -92896.835938 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92896.84 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -93275.906250 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93275.91 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -93350.382812 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93350.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -93405.843750 Penalty: 676.194336
	Iteration 3Q: 3 clusters Score -93405.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93454.445312 Penalty: 676.194336
	Iteration 4F: 3 clusters Score -93454.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -93485.695312 Penalty: 676.194336
	Iteration 5Q: 3 clusters Score -93485.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -93524.539062 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93524.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -93561.992188 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93561.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -93597.648438 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93597.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -93622.335938 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93622.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -93641.750000 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93641.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -93650.734375 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93650.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -93661.242188 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93661.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -93665.031250 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93665.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -93669.250000 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93669.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -93674.078125 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93674.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -93679.781250 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93679.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93684.390625 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93684.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -93689.765625 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93689.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -93693.281250 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93693.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -93695.515625 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93695.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93696.570312 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93696.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -93698.164062 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93698.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93699.578125 Penalty: 676.194336
	Iteration 23Q: 3 clusters Score -93699.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -93700.765625 Penalty: 676.194336
	Iteration 24Q: 3 clusters Score -93700.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -93701.304688 Penalty: 676.194336
	Iteration 25Q: 3 clusters Score -93701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -93702.414062 Penalty: 676.194336
	Iteration 26Q: 3 clusters Score -93702.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -93704.437500 Penalty: 676.194336
	Iteration 27Q: 3 clusters Score -93704.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -93709.695312 Penalty: 676.194336
	Iteration 28Q: 3 clusters Score -93709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -93716.773438 Penalty: 676.194336
	Iteration 29Q: 3 clusters Score -93716.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -93720.132812 Penalty: 676.194336
	Iteration 30Q: 3 clusters Score -93720.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -93723.976562 Penalty: 676.194336
	Iteration 31Q: 3 clusters Score -93723.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -93726.203125 Penalty: 676.194336
	Iteration 32Q: 3 clusters Score -93726.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -93728.070312 Penalty: 676.194336
	Iteration 33Q: 3 clusters Score -93728.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -93730.218750 Penalty: 676.194336
	Iteration 34Q: 3 clusters Score -93730.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93733.195312 Penalty: 676.194336
	Iteration 35Q: 3 clusters Score -93733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -93734.617188 Penalty: 676.194336
	Iteration 36Q: 3 clusters Score -93734.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -93736.820312 Penalty: 676.194336
	Iteration 37Q: 3 clusters Score -93736.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -93739.367188 Penalty: 676.194336
	Iteration 38Q: 3 clusters Score -93739.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -93741.812500 Penalty: 676.194336
	Iteration 39Q: 3 clusters Score -93741.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -93747.867188 Penalty: 676.194336
	Iteration 40F: 3 clusters Score -93747.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -93750.140625 Penalty: 676.194336
	Iteration 41Q: 3 clusters Score -93750.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -93752.726562 Penalty: 676.194336
	Iteration 42Q: 3 clusters Score -93752.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -93755.367188 Penalty: 676.194336
	Iteration 43Q: 3 clusters Score -93755.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -93757.812500 Penalty: 676.194336
	Iteration 44Q: 3 clusters Score -93757.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93758.406250 Penalty: 676.194336
	Iteration 45Q: 3 clusters Score -93758.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93758.859375 Penalty: 676.194336
	Iteration 46Q: 3 clusters Score -93758.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93759.796875 Penalty: 676.194336
	Iteration 47Q: 3 clusters Score -93759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -93760.031250 Penalty: 676.194336
	Iteration 48Q: 3 clusters Score -93760.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -93760.031250 Penalty: 676.194336
	Iteration 49F: 3 clusters Score -93760.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -6427.996582 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -6427.997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6206.425293 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6206.425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6255.250000 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6255.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6281.629883 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -6281.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6293.140625 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6293.141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6302.677246 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6302.677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6303.388184 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -6303.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6303.597656 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -6303.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6308.893066 Penalty: 442.242920
	Iteration 7Q: 3 clusters Score -6308.893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6310.081543 Penalty: 442.242920
	Iteration 8Q: 3 clusters Score -6310.082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6310.081543 Penalty: 442.242920
	Iteration 9F: 3 clusters Score -6310.082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -20726.863281 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20726.86 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 161 members 
Entering Unmasked Estep 
Score: -20325.394531 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20325.39 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20422.376953 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20422.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20445.601562 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20445.6 nChanged 15
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: -20463.921875 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -20463.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20468.865234 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -20468.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20473.001953 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -20473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20475.609375 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -20475.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20476.904297 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -20476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20476.904297 Penalty: 531.762573
	Iteration 8F: 3 clusters Score -20476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -11704.877930 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -11704.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11394.688477 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -11394.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11454.958008 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -11454.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11466.033203 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -11466.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11468.882812 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -11468.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11471.659180 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -11471.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11472.463867 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -11472.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11473.638672 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -11473.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11474.312500 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -11474.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11474.645508 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -11474.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11474.645508 Penalty: 490.820129
	Iteration 9F: 3 clusters Score -11474.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -68760.601562 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -68760.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -67841.984375 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -67841.98 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -68131.656250 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -68131.66 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -68210.039062 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -68210.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68258.820312 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -68258.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -68284.937500 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -68284.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -68309.742188 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -68309.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68323.781250 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -68323.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -68340.171875 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -68340.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -68355.468750 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -68355.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -68372.679688 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -68372.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68393.382812 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -68393.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -68405.570312 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -68405.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -68418.765625 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -68418.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -68434.375000 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -68434.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -68442.906250 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -68442.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -68458.062500 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -68458.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -68468.281250 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -68468.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -68477.726562 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -68477.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -68485.109375 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -68485.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -68486.445312 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -68486.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -68487.304688 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -68487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -68487.570312 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -68487.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -68487.570312 Penalty: 644.588318
	Iteration 22F: 3 clusters Score -68487.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -381117.968750 Penalty: 402.436981
	Iteration 0F: 2 clusters Score -381118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -376469.875000 Penalty: 804.873962
	Iteration 0F: 3 clusters Score -376469.9 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -378469.406250 Penalty: 804.873962
	Iteration 1F: 3 clusters Score -378469.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -378943.281250 Penalty: 804.873962
	Iteration 2F: 3 clusters Score -378943.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -379520.656250 Penalty: 804.873962
	Iteration 3F: 3 clusters Score -379520.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -380210.218750 Penalty: 804.873962
	Iteration 4F: 3 clusters Score -380210.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -380831.468750 Penalty: 804.873962
	Iteration 5F: 3 clusters Score -380831.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -380989.906250 Penalty: 804.873962
	Iteration 6Q: 3 clusters Score -380989.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -381020.187500 Penalty: 804.873962
	Iteration 7Q: 3 clusters Score -381020.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -381033.468750 Penalty: 804.873962
	Iteration 8Q: 3 clusters Score -381033.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -381042.468750 Penalty: 804.873962
	Iteration 9Q: 3 clusters Score -381042.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -381049.250000 Penalty: 804.873962
	Iteration 10Q: 3 clusters Score -381049.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -381053.187500 Penalty: 804.873962
	Iteration 11Q: 3 clusters Score -381053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -381055.281250 Penalty: 804.873962
	Iteration 12Q: 3 clusters Score -381055.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -381056.437500 Penalty: 804.873962
	Iteration 13Q: 3 clusters Score -381056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -381056.781250 Penalty: 804.873962
	Iteration 14Q: 3 clusters Score -381056.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -381058.687500 Penalty: 804.873962
	Iteration 15Q: 3 clusters Score -381058.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -381059.718750 Penalty: 804.873962
	Iteration 16Q: 3 clusters Score -381059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -381060.093750 Penalty: 804.873962
	Iteration 17Q: 3 clusters Score -381060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -381059.843750 Penalty: 804.873962
	Iteration 18Q: 3 clusters Score -381059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -381060.281250 Penalty: 804.873962
	Iteration 19Q: 3 clusters Score -381060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -381060.125000 Penalty: 804.873962
	Iteration 20F: 3 clusters Score -381060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -381060.375000 Penalty: 804.873962
	Iteration 21Q: 3 clusters Score -381060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -381060.343750 Penalty: 804.873962
	Iteration 22Q: 3 clusters Score -381060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -381060.031250 Penalty: 804.873962
	Iteration 23Q: 3 clusters Score -381060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -381059.843750 Penalty: 804.873962
	Iteration 24Q: 3 clusters Score -381059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -381059.843750 Penalty: 804.873962
	Iteration 25F: 3 clusters Score -381059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Entering Unmasked Estep 
Score: -714315.187500 Penalty: 428.508118
	Iteration 0F: 2 clusters Score -714315.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -706113.625000 Penalty: 857.016235
	Iteration 0F: 3 clusters Score -706113.6 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -709578.437500 Penalty: 857.016235
	Iteration 1F: 3 clusters Score -709578.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -710035.437500 Penalty: 857.016235
	Iteration 2F: 3 clusters Score -710035.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -710578.687500 Penalty: 857.016235
	Iteration 3F: 3 clusters Score -710578.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -711130.125000 Penalty: 857.016235
	Iteration 4F: 3 clusters Score -711130.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -711553.937500 Penalty: 857.016235
	Iteration 5F: 3 clusters Score -711553.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -711833.375000 Penalty: 857.016235
	Iteration 6Q: 3 clusters Score -711833.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -712004.937500 Penalty: 857.016235
	Iteration 7Q: 3 clusters Score -712004.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -712108.875000 Penalty: 857.016235
	Iteration 8Q: 3 clusters Score -712108.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -712200.937500 Penalty: 857.016235
	Iteration 9Q: 3 clusters Score -712200.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -712310.375000 Penalty: 857.016235
	Iteration 10Q: 3 clusters Score -712310.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -712431.000000 Penalty: 857.016235
	Iteration 11Q: 3 clusters Score -712431 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -712559.875000 Penalty: 857.016235
	Iteration 12Q: 3 clusters Score -712559.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -712677.875000 Penalty: 857.016235
	Iteration 13Q: 3 clusters Score -712677.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -712794.312500 Penalty: 857.016235
	Iteration 14Q: 3 clusters Score -712794.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -712927.812500 Penalty: 857.016235
	Iteration 15Q: 3 clusters Score -712927.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -713084.750000 Penalty: 857.016235
	Iteration 16Q: 3 clusters Score -713084.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -713262.312500 Penalty: 857.016235
	Iteration 17Q: 3 clusters Score -713262.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -713434.250000 Penalty: 857.016235
	Iteration 18Q: 3 clusters Score -713434.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -713577.250000 Penalty: 857.016235
	Iteration 19Q: 3 clusters Score -713577.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -713678.187500 Penalty: 857.016235
	Iteration 20F: 3 clusters Score -713678.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -713755.375000 Penalty: 857.016235
	Iteration 21Q: 3 clusters Score -713755.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -713813.000000 Penalty: 857.016235
	Iteration 22Q: 3 clusters Score -713813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -713844.250000 Penalty: 857.016235
	Iteration 23Q: 3 clusters Score -713844.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -713866.000000 Penalty: 857.016235
	Iteration 24Q: 3 clusters Score -713866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -713883.750000 Penalty: 857.016235
	Iteration 25Q: 3 clusters Score -713883.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -713899.375000 Penalty: 857.016235
	Iteration 26Q: 3 clusters Score -713899.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -713913.500000 Penalty: 857.016235
	Iteration 27Q: 3 clusters Score -713913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -713921.000000 Penalty: 857.016235
	Iteration 28Q: 3 clusters Score -713921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -713926.312500 Penalty: 857.016235
	Iteration 29Q: 3 clusters Score -713926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -713930.187500 Penalty: 857.016235
	Iteration 30Q: 3 clusters Score -713930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -713934.937500 Penalty: 857.016235
	Iteration 31Q: 3 clusters Score -713934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -713936.687500 Penalty: 857.016235
	Iteration 32Q: 3 clusters Score -713936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -713938.500000 Penalty: 857.016235
	Iteration 33Q: 3 clusters Score -713938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -713939.687500 Penalty: 857.016235
	Iteration 34Q: 3 clusters Score -713939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -713941.812500 Penalty: 857.016235
	Iteration 35Q: 3 clusters Score -713941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -713941.812500 Penalty: 857.016235
	Iteration 36F: 3 clusters Score -713941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Entering Unmasked Estep 
Score: -1804272.875000 Penalty: 472.202393
	Iteration 0F: 2 clusters Score -1804273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1782880.750000 Penalty: 944.404785
	Iteration 0F: 3 clusters Score -1782881 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1792269.375000 Penalty: 944.404785
	Iteration 1F: 3 clusters Score -1792269 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1792661.250000 Penalty: 944.404785
	Iteration 2Q: 3 clusters Score -1792661 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1793073.125000 Penalty: 944.404785
	Iteration 3Q: 3 clusters Score -1793073 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1793547.250000 Penalty: 944.404785
	Iteration 4Q: 3 clusters Score -1793547 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1794224.875000 Penalty: 944.404785
	Iteration 5Q: 3 clusters Score -1794225 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1795258.375000 Penalty: 944.404785
	Iteration 6F: 3 clusters Score -1795258 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1796782.000000 Penalty: 944.404785
	Iteration 7F: 3 clusters Score -1796782 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1798459.875000 Penalty: 944.404785
	Iteration 8F: 3 clusters Score -1798460 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1799643.000000 Penalty: 944.404785
	Iteration 9F: 3 clusters Score -1799643 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1800444.375000 Penalty: 944.404785
	Iteration 10Q: 3 clusters Score -1800444 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1801065.125000 Penalty: 944.404785
	Iteration 11Q: 3 clusters Score -1801065 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1801607.750000 Penalty: 944.404785
	Iteration 12Q: 3 clusters Score -1801608 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1802031.250000 Penalty: 944.404785
	Iteration 13Q: 3 clusters Score -1802031 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1802356.625000 Penalty: 944.404785
	Iteration 14Q: 3 clusters Score -1802357 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1802584.500000 Penalty: 944.404785
	Iteration 15Q: 3 clusters Score -1802584 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1802766.375000 Penalty: 944.404785
	Iteration 16Q: 3 clusters Score -1802766 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1802874.500000 Penalty: 944.404785
	Iteration 17Q: 3 clusters Score -1802874 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1802957.625000 Penalty: 944.404785
	Iteration 18Q: 3 clusters Score -1802958 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1803020.750000 Penalty: 944.404785
	Iteration 19Q: 3 clusters Score -1803021 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1803070.375000 Penalty: 944.404785
	Iteration 20F: 3 clusters Score -1803070 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1803113.625000 Penalty: 944.404785
	Iteration 21Q: 3 clusters Score -1803114 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1803148.375000 Penalty: 944.404785
	Iteration 22Q: 3 clusters Score -1803148 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1803183.625000 Penalty: 944.404785
	Iteration 23Q: 3 clusters Score -1803184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1803204.500000 Penalty: 944.404785
	Iteration 24Q: 3 clusters Score -1803204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1803229.625000 Penalty: 944.404785
	Iteration 25Q: 3 clusters Score -1803230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1803254.000000 Penalty: 944.404785
	Iteration 26Q: 3 clusters Score -1803254 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1803276.250000 Penalty: 944.404785
	Iteration 27Q: 3 clusters Score -1803276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1803306.625000 Penalty: 944.404785
	Iteration 28Q: 3 clusters Score -1803307 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1803324.125000 Penalty: 944.404785
	Iteration 29Q: 3 clusters Score -1803324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1803351.250000 Penalty: 944.404785
	Iteration 30Q: 3 clusters Score -1803351 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1803363.875000 Penalty: 944.404785
	Iteration 31Q: 3 clusters Score -1803364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1803381.000000 Penalty: 944.404785
	Iteration 32Q: 3 clusters Score -1803381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1803385.000000 Penalty: 944.404785
	Iteration 33Q: 3 clusters Score -1803385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1803395.625000 Penalty: 944.404785
	Iteration 34Q: 3 clusters Score -1803396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1803404.750000 Penalty: 944.404785
	Iteration 35Q: 3 clusters Score -1803405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1803412.875000 Penalty: 944.404785
	Iteration 36Q: 3 clusters Score -1803413 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1803433.250000 Penalty: 944.404785
	Iteration 37Q: 3 clusters Score -1803433 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1803446.000000 Penalty: 944.404785
	Iteration 38Q: 3 clusters Score -1803446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1803453.625000 Penalty: 944.404785
	Iteration 39Q: 3 clusters Score -1803454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1803463.375000 Penalty: 944.404785
	Iteration 40F: 3 clusters Score -1803463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1803482.875000 Penalty: 944.404785
	Iteration 41Q: 3 clusters Score -1803483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1803497.375000 Penalty: 944.404785
	Iteration 42Q: 3 clusters Score -1803497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1803508.000000 Penalty: 944.404785
	Iteration 43Q: 3 clusters Score -1803508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1803522.625000 Penalty: 944.404785
	Iteration 44Q: 3 clusters Score -1803523 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1803530.125000 Penalty: 944.404785
	Iteration 45Q: 3 clusters Score -1803530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1803552.625000 Penalty: 944.404785
	Iteration 46Q: 3 clusters Score -1803553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1803554.250000 Penalty: 944.404785
	Iteration 47Q: 3 clusters Score -1803554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1803572.125000 Penalty: 944.404785
	Iteration 48Q: 3 clusters Score -1803572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1803580.875000 Penalty: 944.404785
	Iteration 49Q: 3 clusters Score -1803581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1803589.375000 Penalty: 944.404785
	Iteration 50Q: 3 clusters Score -1803589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1803605.250000 Penalty: 944.404785
	Iteration 51Q: 3 clusters Score -1803605 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1803607.375000 Penalty: 944.404785
	Iteration 52Q: 3 clusters Score -1803607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1803617.625000 Penalty: 944.404785
	Iteration 53Q: 3 clusters Score -1803618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1803622.125000 Penalty: 944.404785
	Iteration 54Q: 3 clusters Score -1803622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1803640.500000 Penalty: 944.404785
	Iteration 55Q: 3 clusters Score -1803640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1803645.250000 Penalty: 944.404785
	Iteration 56Q: 3 clusters Score -1803645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1803652.625000 Penalty: 944.404785
	Iteration 57Q: 3 clusters Score -1803653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1803658.750000 Penalty: 944.404785
	Iteration 58Q: 3 clusters Score -1803659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1803667.125000 Penalty: 944.404785
	Iteration 59Q: 3 clusters Score -1803667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1803675.250000 Penalty: 944.404785
	Iteration 60F: 3 clusters Score -1803675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1803683.375000 Penalty: 944.404785
	Iteration 61Q: 3 clusters Score -1803683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1803691.500000 Penalty: 944.404785
	Iteration 62Q: 3 clusters Score -1803692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1803701.875000 Penalty: 944.404785
	Iteration 63Q: 3 clusters Score -1803702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1803708.375000 Penalty: 944.404785
	Iteration 64Q: 3 clusters Score -1803708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1803714.875000 Penalty: 944.404785
	Iteration 65Q: 3 clusters Score -1803715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1803721.000000 Penalty: 944.404785
	Iteration 66Q: 3 clusters Score -1803721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1803731.250000 Penalty: 944.404785
	Iteration 67Q: 3 clusters Score -1803731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1803735.000000 Penalty: 944.404785
	Iteration 68Q: 3 clusters Score -1803735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1803736.875000 Penalty: 944.404785
	Iteration 69Q: 3 clusters Score -1803737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1803741.375000 Penalty: 944.404785
	Iteration 70Q: 3 clusters Score -1803741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1803743.125000 Penalty: 944.404785
	Iteration 71Q: 3 clusters Score -1803743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1803742.250000 Penalty: 944.404785
	Iteration 72Q: 3 clusters Score -1803742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1803743.750000 Penalty: 944.404785
	Iteration 73Q: 3 clusters Score -1803744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1803744.625000 Penalty: 944.404785
	Iteration 74Q: 3 clusters Score -1803745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1803745.000000 Penalty: 944.404785
	Iteration 75Q: 3 clusters Score -1803745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1803744.625000 Penalty: 944.404785
	Iteration 76Q: 3 clusters Score -1803745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1803744.625000 Penalty: 944.404785
	Iteration 77Q: 3 clusters Score -1803745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1803744.125000 Penalty: 944.404785
	Iteration 78Q: 3 clusters Score -1803744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1803746.000000 Penalty: 944.404785
	Iteration 79Q: 3 clusters Score -1803746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1803746.000000 Penalty: 944.404785
	Iteration 80F: 3 clusters Score -1803746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1803746.000000 Penalty: 944.404785
	Iteration 81Q: 3 clusters Score -1803746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1803745.625000 Penalty: 944.404785
	Iteration 82Q: 3 clusters Score -1803746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1803748.875000 Penalty: 944.404785
	Iteration 83Q: 3 clusters Score -1803749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1803752.875000 Penalty: 944.404785
	Iteration 84Q: 3 clusters Score -1803753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1803758.125000 Penalty: 944.404785
	Iteration 85Q: 3 clusters Score -1803758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1803755.000000 Penalty: 944.404785
	Iteration 86Q: 3 clusters Score -1803755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1803755.625000 Penalty: 944.404785
	Iteration 87Q: 3 clusters Score -1803756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1803755.125000 Penalty: 944.404785
	Iteration 88Q: 3 clusters Score -1803755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1803757.125000 Penalty: 944.404785
	Iteration 89Q: 3 clusters Score -1803757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1803754.000000 Penalty: 944.404785
	Iteration 90Q: 3 clusters Score -1803754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1803753.875000 Penalty: 944.404785
	Iteration 91Q: 3 clusters Score -1803754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1803753.500000 Penalty: 944.404785
	Iteration 92Q: 3 clusters Score -1803754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1803754.875000 Penalty: 944.404785
	Iteration 93Q: 3 clusters Score -1803755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1803755.375000 Penalty: 944.404785
	Iteration 94Q: 3 clusters Score -1803755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1803756.500000 Penalty: 944.404785
	Iteration 95Q: 3 clusters Score -1803756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1803755.125000 Penalty: 944.404785
	Iteration 96Q: 3 clusters Score -1803755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1803755.750000 Penalty: 944.404785
	Iteration 97Q: 3 clusters Score -1803756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1803754.125000 Penalty: 944.404785
	Iteration 98Q: 3 clusters Score -1803754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1803754.125000 Penalty: 944.404785
	Iteration 99F: 3 clusters Score -1803754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -230894.343750 Penalty: 374.757141
	Iteration 0F: 2 clusters Score -230894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -228283.343750 Penalty: 749.514282
	Iteration 0F: 3 clusters Score -228283.3 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -229161.125000 Penalty: 749.514282
	Iteration 1F: 3 clusters Score -229161.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -229296.546875 Penalty: 749.514282
	Iteration 2F: 3 clusters Score -229296.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -229468.359375 Penalty: 749.514282
	Iteration 3F: 3 clusters Score -229468.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -229654.843750 Penalty: 749.514282
	Iteration 4F: 3 clusters Score -229654.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -229872.593750 Penalty: 749.514282
	Iteration 5F: 3 clusters Score -229872.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -230083.406250 Penalty: 749.514282
	Iteration 6F: 3 clusters Score -230083.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -230211.375000 Penalty: 749.514282
	Iteration 7Q: 3 clusters Score -230211.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -230280.375000 Penalty: 749.514282
	Iteration 8Q: 3 clusters Score -230280.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -230302.609375 Penalty: 749.514282
	Iteration 9Q: 3 clusters Score -230302.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -230316.625000 Penalty: 749.514282
	Iteration 10Q: 3 clusters Score -230316.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -230323.546875 Penalty: 749.514282
	Iteration 11Q: 3 clusters Score -230323.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -230333.328125 Penalty: 749.514282
	Iteration 12Q: 3 clusters Score -230333.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -230344.296875 Penalty: 749.514282
	Iteration 13Q: 3 clusters Score -230344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -230357.890625 Penalty: 749.514282
	Iteration 14Q: 3 clusters Score -230357.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -230370.250000 Penalty: 749.514282
	Iteration 15Q: 3 clusters Score -230370.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -230379.796875 Penalty: 749.514282
	Iteration 16Q: 3 clusters Score -230379.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -230388.046875 Penalty: 749.514282
	Iteration 17Q: 3 clusters Score -230388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -230395.718750 Penalty: 749.514282
	Iteration 18Q: 3 clusters Score -230395.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -230407.203125 Penalty: 749.514282
	Iteration 19Q: 3 clusters Score -230407.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -230419.890625 Penalty: 749.514282
	Iteration 20F: 3 clusters Score -230419.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -230429.875000 Penalty: 749.514282
	Iteration 21Q: 3 clusters Score -230429.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -230439.531250 Penalty: 749.514282
	Iteration 22Q: 3 clusters Score -230439.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -230446.812500 Penalty: 749.514282
	Iteration 23Q: 3 clusters Score -230446.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -230453.937500 Penalty: 749.514282
	Iteration 24Q: 3 clusters Score -230453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -230457.828125 Penalty: 749.514282
	Iteration 25Q: 3 clusters Score -230457.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -230462.031250 Penalty: 749.514282
	Iteration 26Q: 3 clusters Score -230462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -230467.937500 Penalty: 749.514282
	Iteration 27Q: 3 clusters Score -230467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -230473.375000 Penalty: 749.514282
	Iteration 28Q: 3 clusters Score -230473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230479.250000 Penalty: 749.514282
	Iteration 29Q: 3 clusters Score -230479.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -230484.734375 Penalty: 749.514282
	Iteration 30Q: 3 clusters Score -230484.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -230488.843750 Penalty: 749.514282
	Iteration 31Q: 3 clusters Score -230488.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -230492.484375 Penalty: 749.514282
	Iteration 32Q: 3 clusters Score -230492.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -230496.406250 Penalty: 749.514282
	Iteration 33Q: 3 clusters Score -230496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -230501.093750 Penalty: 749.514282
	Iteration 34Q: 3 clusters Score -230501.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230504.812500 Penalty: 749.514282
	Iteration 35Q: 3 clusters Score -230504.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -230508.937500 Penalty: 749.514282
	Iteration 36Q: 3 clusters Score -230508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -230511.421875 Penalty: 749.514282
	Iteration 37Q: 3 clusters Score -230511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -230512.968750 Penalty: 749.514282
	Iteration 38Q: 3 clusters Score -230513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230514.375000 Penalty: 749.514282
	Iteration 39Q: 3 clusters Score -230514.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -230515.875000 Penalty: 749.514282
	Iteration 40F: 3 clusters Score -230515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -230518.671875 Penalty: 749.514282
	Iteration 41Q: 3 clusters Score -230518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -230521.343750 Penalty: 749.514282
	Iteration 42Q: 3 clusters Score -230521.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -230522.312500 Penalty: 749.514282
	Iteration 43Q: 3 clusters Score -230522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -230525.203125 Penalty: 749.514282
	Iteration 44Q: 3 clusters Score -230525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -230530.859375 Penalty: 749.514282
	Iteration 45Q: 3 clusters Score -230530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -230533.906250 Penalty: 749.514282
	Iteration 46Q: 3 clusters Score -230533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -230536.171875 Penalty: 749.514282
	Iteration 47Q: 3 clusters Score -230536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -230539.562500 Penalty: 749.514282
	Iteration 48Q: 3 clusters Score -230539.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -230542.218750 Penalty: 749.514282
	Iteration 49Q: 3 clusters Score -230542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -230545.265625 Penalty: 749.514282
	Iteration 50Q: 3 clusters Score -230545.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -230547.078125 Penalty: 749.514282
	Iteration 51Q: 3 clusters Score -230547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -230548.656250 Penalty: 749.514282
	Iteration 52Q: 3 clusters Score -230548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -230550.515625 Penalty: 749.514282
	Iteration 53Q: 3 clusters Score -230550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -230551.968750 Penalty: 749.514282
	Iteration 54Q: 3 clusters Score -230552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -230551.890625 Penalty: 749.514282
	Iteration 55Q: 3 clusters Score -230551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -230552.046875 Penalty: 749.514282
	Iteration 56Q: 3 clusters Score -230552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -230552.078125 Penalty: 749.514282
	Iteration 57Q: 3 clusters Score -230552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -230552.078125 Penalty: 749.514282
	Iteration 58F: 3 clusters Score -230552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -12605.948242 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -12605.95 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 152 members 
Entering Unmasked Estep 
Score: -12292.515625 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12292.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12415.042969 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12415.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12443.919922 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12443.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12453.656250 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -12453.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12457.616211 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12457.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12466.657227 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12466.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12478.788086 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12478.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12482.559570 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12482.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12482.559570 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -12482.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -265502.781250 Penalty: 384.200958
	Iteration 0F: 2 clusters Score -265502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -262288.156250 Penalty: 768.401917
	Iteration 0F: 3 clusters Score -262288.2 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -263508.906250 Penalty: 768.401917
	Iteration 1F: 3 clusters Score -263508.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -263642.500000 Penalty: 768.401917
	Iteration 2F: 3 clusters Score -263642.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -263779.906250 Penalty: 768.401917
	Iteration 3F: 3 clusters Score -263779.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -263967.593750 Penalty: 768.401917
	Iteration 4F: 3 clusters Score -263967.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -264193.843750 Penalty: 768.401917
	Iteration 5F: 3 clusters Score -264193.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -264446.062500 Penalty: 768.401917
	Iteration 6F: 3 clusters Score -264446.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -264691.781250 Penalty: 768.401917
	Iteration 7F: 3 clusters Score -264691.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -264860.875000 Penalty: 768.401917
	Iteration 8Q: 3 clusters Score -264860.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -264945.718750 Penalty: 768.401917
	Iteration 9Q: 3 clusters Score -264945.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -265001.656250 Penalty: 768.401917
	Iteration 10Q: 3 clusters Score -265001.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -265047.531250 Penalty: 768.401917
	Iteration 11Q: 3 clusters Score -265047.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -265091.906250 Penalty: 768.401917
	Iteration 12Q: 3 clusters Score -265091.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -265127.500000 Penalty: 768.401917
	Iteration 13Q: 3 clusters Score -265127.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -265156.750000 Penalty: 768.401917
	Iteration 14Q: 3 clusters Score -265156.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -265171.156250 Penalty: 768.401917
	Iteration 15Q: 3 clusters Score -265171.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -265181.156250 Penalty: 768.401917
	Iteration 16Q: 3 clusters Score -265181.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -265192.343750 Penalty: 768.401917
	Iteration 17Q: 3 clusters Score -265192.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -265203.968750 Penalty: 768.401917
	Iteration 18Q: 3 clusters Score -265204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -265216.093750 Penalty: 768.401917
	Iteration 19Q: 3 clusters Score -265216.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -265229.625000 Penalty: 768.401917
	Iteration 20F: 3 clusters Score -265229.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -265236.968750 Penalty: 768.401917
	Iteration 21Q: 3 clusters Score -265237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -265245.312500 Penalty: 768.401917
	Iteration 22Q: 3 clusters Score -265245.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -265249.968750 Penalty: 768.401917
	Iteration 23Q: 3 clusters Score -265250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -265252.781250 Penalty: 768.401917
	Iteration 24Q: 3 clusters Score -265252.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -265253.843750 Penalty: 768.401917
	Iteration 25Q: 3 clusters Score -265253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -265254.187500 Penalty: 768.401917
	Iteration 26Q: 3 clusters Score -265254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -265255.250000 Penalty: 768.401917
	Iteration 27Q: 3 clusters Score -265255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -265256.625000 Penalty: 768.401917
	Iteration 28Q: 3 clusters Score -265256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -265258.031250 Penalty: 768.401917
	Iteration 29Q: 3 clusters Score -265258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -265261.031250 Penalty: 768.401917
	Iteration 30Q: 3 clusters Score -265261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -265262.125000 Penalty: 768.401917
	Iteration 31Q: 3 clusters Score -265262.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -265263.781250 Penalty: 768.401917
	Iteration 32Q: 3 clusters Score -265263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -265264.718750 Penalty: 768.401917
	Iteration 33Q: 3 clusters Score -265264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -265265.906250 Penalty: 768.401917
	Iteration 34Q: 3 clusters Score -265265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -265265.531250 Penalty: 768.401917
	Iteration 35Q: 3 clusters Score -265265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -265266.250000 Penalty: 768.401917
	Iteration 36Q: 3 clusters Score -265266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -265266.781250 Penalty: 768.401917
	Iteration 37Q: 3 clusters Score -265266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -265267.125000 Penalty: 768.401917
	Iteration 38Q: 3 clusters Score -265267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -265267.406250 Penalty: 768.401917
	Iteration 39Q: 3 clusters Score -265267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -265268.500000 Penalty: 768.401917
	Iteration 40F: 3 clusters Score -265268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -265268.218750 Penalty: 768.401917
	Iteration 41Q: 3 clusters Score -265268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -265268.687500 Penalty: 768.401917
	Iteration 42Q: 3 clusters Score -265268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -265269.156250 Penalty: 768.401917
	Iteration 43Q: 3 clusters Score -265269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -265269.093750 Penalty: 768.401917
	Iteration 44Q: 3 clusters Score -265269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -265269.187500 Penalty: 768.401917
	Iteration 45Q: 3 clusters Score -265269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -265270.000000 Penalty: 768.401917
	Iteration 46Q: 3 clusters Score -265270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -265270.000000 Penalty: 768.401917
	Iteration 47F: 3 clusters Score -265270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -249636.984375 Penalty: 381.891327
	Iteration 0F: 2 clusters Score -249637 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 2236 members 
Entering Unmasked Estep 
Score: -246661.140625 Penalty: 763.782654
	Iteration 0F: 3 clusters Score -246661.1 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -247732.453125 Penalty: 763.782654
	Iteration 1F: 3 clusters Score -247732.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -247847.593750 Penalty: 763.782654
	Iteration 2F: 3 clusters Score -247847.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -247977.703125 Penalty: 763.782654
	Iteration 3F: 3 clusters Score -247977.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -248135.343750 Penalty: 763.782654
	Iteration 4F: 3 clusters Score -248135.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -248304.093750 Penalty: 763.782654
	Iteration 5F: 3 clusters Score -248304.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -248491.343750 Penalty: 763.782654
	Iteration 6F: 3 clusters Score -248491.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -248648.859375 Penalty: 763.782654
	Iteration 7Q: 3 clusters Score -248648.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -248746.406250 Penalty: 763.782654
	Iteration 8Q: 3 clusters Score -248746.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -248792.218750 Penalty: 763.782654
	Iteration 9Q: 3 clusters Score -248792.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -248818.562500 Penalty: 763.782654
	Iteration 10Q: 3 clusters Score -248818.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -248838.765625 Penalty: 763.782654
	Iteration 11Q: 3 clusters Score -248838.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -248860.750000 Penalty: 763.782654
	Iteration 12Q: 3 clusters Score -248860.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -248876.500000 Penalty: 763.782654
	Iteration 13Q: 3 clusters Score -248876.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -248885.812500 Penalty: 763.782654
	Iteration 14Q: 3 clusters Score -248885.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -248894.000000 Penalty: 763.782654
	Iteration 15Q: 3 clusters Score -248894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -248899.265625 Penalty: 763.782654
	Iteration 16Q: 3 clusters Score -248899.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -248905.078125 Penalty: 763.782654
	Iteration 17Q: 3 clusters Score -248905.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -248912.546875 Penalty: 763.782654
	Iteration 18Q: 3 clusters Score -248912.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -248919.703125 Penalty: 763.782654
	Iteration 19Q: 3 clusters Score -248919.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -248923.796875 Penalty: 763.782654
	Iteration 20F: 3 clusters Score -248923.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -248927.656250 Penalty: 763.782654
	Iteration 21Q: 3 clusters Score -248927.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -248930.109375 Penalty: 763.782654
	Iteration 22Q: 3 clusters Score -248930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -248933.812500 Penalty: 763.782654
	Iteration 23Q: 3 clusters Score -248933.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -248939.390625 Penalty: 763.782654
	Iteration 24Q: 3 clusters Score -248939.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -248943.640625 Penalty: 763.782654
	Iteration 25Q: 3 clusters Score -248943.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -248950.765625 Penalty: 763.782654
	Iteration 26Q: 3 clusters Score -248950.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -248958.437500 Penalty: 763.782654
	Iteration 27Q: 3 clusters Score -248958.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -248966.234375 Penalty: 763.782654
	Iteration 28Q: 3 clusters Score -248966.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -248971.109375 Penalty: 763.782654
	Iteration 29Q: 3 clusters Score -248971.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -248974.781250 Penalty: 763.782654
	Iteration 30Q: 3 clusters Score -248974.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -248978.546875 Penalty: 763.782654
	Iteration 31Q: 3 clusters Score -248978.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -248981.953125 Penalty: 763.782654
	Iteration 32Q: 3 clusters Score -248982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -248985.140625 Penalty: 763.782654
	Iteration 33Q: 3 clusters Score -248985.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -248988.750000 Penalty: 763.782654
	Iteration 34Q: 3 clusters Score -248988.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -248991.250000 Penalty: 763.782654
	Iteration 35Q: 3 clusters Score -248991.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -248995.140625 Penalty: 763.782654
	Iteration 36Q: 3 clusters Score -248995.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -249000.125000 Penalty: 763.782654
	Iteration 37Q: 3 clusters Score -249000.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -249005.484375 Penalty: 763.782654
	Iteration 38Q: 3 clusters Score -249005.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -249010.843750 Penalty: 763.782654
	Iteration 39Q: 3 clusters Score -249010.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -249015.140625 Penalty: 763.782654
	Iteration 40F: 3 clusters Score -249015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -249019.296875 Penalty: 763.782654
	Iteration 41Q: 3 clusters Score -249019.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -249026.546875 Penalty: 763.782654
	Iteration 42Q: 3 clusters Score -249026.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -249038.218750 Penalty: 763.782654
	Iteration 43Q: 3 clusters Score -249038.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -249050.937500 Penalty: 763.782654
	Iteration 44Q: 3 clusters Score -249050.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -249058.484375 Penalty: 763.782654
	Iteration 45Q: 3 clusters Score -249058.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -249066.203125 Penalty: 763.782654
	Iteration 46Q: 3 clusters Score -249066.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -249074.203125 Penalty: 763.782654
	Iteration 47Q: 3 clusters Score -249074.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -249084.296875 Penalty: 763.782654
	Iteration 48Q: 3 clusters Score -249084.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -249097.578125 Penalty: 763.782654
	Iteration 49Q: 3 clusters Score -249097.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -249105.359375 Penalty: 763.782654
	Iteration 50Q: 3 clusters Score -249105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -249110.265625 Penalty: 763.782654
	Iteration 51Q: 3 clusters Score -249110.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -249113.703125 Penalty: 763.782654
	Iteration 52Q: 3 clusters Score -249113.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -249118.843750 Penalty: 763.782654
	Iteration 53Q: 3 clusters Score -249118.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -249123.734375 Penalty: 763.782654
	Iteration 54Q: 3 clusters Score -249123.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -249128.031250 Penalty: 763.782654
	Iteration 55Q: 3 clusters Score -249128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -249132.421875 Penalty: 763.782654
	Iteration 56Q: 3 clusters Score -249132.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -249137.328125 Penalty: 763.782654
	Iteration 57Q: 3 clusters Score -249137.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -249142.093750 Penalty: 763.782654
	Iteration 58Q: 3 clusters Score -249142.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -249146.359375 Penalty: 763.782654
	Iteration 59Q: 3 clusters Score -249146.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -249152.437500 Penalty: 763.782654
	Iteration 60F: 3 clusters Score -249152.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -249159.578125 Penalty: 763.782654
	Iteration 61Q: 3 clusters Score -249159.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -249166.203125 Penalty: 763.782654
	Iteration 62Q: 3 clusters Score -249166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -249171.796875 Penalty: 763.782654
	Iteration 63Q: 3 clusters Score -249171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -249177.453125 Penalty: 763.782654
	Iteration 64Q: 3 clusters Score -249177.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -249179.281250 Penalty: 763.782654
	Iteration 65Q: 3 clusters Score -249179.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -249181.343750 Penalty: 763.782654
	Iteration 66Q: 3 clusters Score -249181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -249182.578125 Penalty: 763.782654
	Iteration 67Q: 3 clusters Score -249182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -249183.593750 Penalty: 763.782654
	Iteration 68Q: 3 clusters Score -249183.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -249186.390625 Penalty: 763.782654
	Iteration 69Q: 3 clusters Score -249186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -249187.171875 Penalty: 763.782654
	Iteration 70Q: 3 clusters Score -249187.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -249189.609375 Penalty: 763.782654
	Iteration 71Q: 3 clusters Score -249189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -249193.906250 Penalty: 763.782654
	Iteration 72Q: 3 clusters Score -249193.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -249200.953125 Penalty: 763.782654
	Iteration 73Q: 3 clusters Score -249201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -249210.593750 Penalty: 763.782654
	Iteration 74Q: 3 clusters Score -249210.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -249219.765625 Penalty: 763.782654
	Iteration 75Q: 3 clusters Score -249219.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -249228.984375 Penalty: 763.782654
	Iteration 76Q: 3 clusters Score -249229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -249236.671875 Penalty: 763.782654
	Iteration 77Q: 3 clusters Score -249236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -249241.421875 Penalty: 763.782654
	Iteration 78Q: 3 clusters Score -249241.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -249244.390625 Penalty: 763.782654
	Iteration 79Q: 3 clusters Score -249244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -249249.312500 Penalty: 763.782654
	Iteration 80F: 3 clusters Score -249249.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -249256.750000 Penalty: 763.782654
	Iteration 81Q: 3 clusters Score -249256.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -249267.375000 Penalty: 763.782654
	Iteration 82Q: 3 clusters Score -249267.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -249278.734375 Penalty: 763.782654
	Iteration 83Q: 3 clusters Score -249278.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -249287.796875 Penalty: 763.782654
	Iteration 84Q: 3 clusters Score -249287.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -249297.062500 Penalty: 763.782654
	Iteration 85Q: 3 clusters Score -249297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -249303.578125 Penalty: 763.782654
	Iteration 86Q: 3 clusters Score -249303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -249310.843750 Penalty: 763.782654
	Iteration 87Q: 3 clusters Score -249310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -249315.046875 Penalty: 763.782654
	Iteration 88Q: 3 clusters Score -249315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -249318.046875 Penalty: 763.782654
	Iteration 89Q: 3 clusters Score -249318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -249320.843750 Penalty: 763.782654
	Iteration 90Q: 3 clusters Score -249320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -249324.812500 Penalty: 763.782654
	Iteration 91Q: 3 clusters Score -249324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -249332.078125 Penalty: 763.782654
	Iteration 92Q: 3 clusters Score -249332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -249336.953125 Penalty: 763.782654
	Iteration 93Q: 3 clusters Score -249337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -249341.687500 Penalty: 763.782654
	Iteration 94Q: 3 clusters Score -249341.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -249345.546875 Penalty: 763.782654
	Iteration 95Q: 3 clusters Score -249345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -249349.390625 Penalty: 763.782654
	Iteration 96Q: 3 clusters Score -249349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -249357.265625 Penalty: 763.782654
	Iteration 97Q: 3 clusters Score -249357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -249365.140625 Penalty: 763.782654
	Iteration 98Q: 3 clusters Score -249365.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -249371.328125 Penalty: 763.782654
	Iteration 99Q: 3 clusters Score -249371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -249373.484375 Penalty: 763.782654
	Iteration 100F: 3 clusters Score -249373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -249374.234375 Penalty: 763.782654
	Iteration 101Q: 3 clusters Score -249374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -249374.875000 Penalty: 763.782654
	Iteration 102Q: 3 clusters Score -249374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -249375.359375 Penalty: 763.782654
	Iteration 103Q: 3 clusters Score -249375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -249375.546875 Penalty: 763.782654
	Iteration 104Q: 3 clusters Score -249375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -249375.812500 Penalty: 763.782654
	Iteration 105Q: 3 clusters Score -249375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -249376.390625 Penalty: 763.782654
	Iteration 106Q: 3 clusters Score -249376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -249376.578125 Penalty: 763.782654
	Iteration 107Q: 3 clusters Score -249376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -249378.140625 Penalty: 763.782654
	Iteration 108Q: 3 clusters Score -249378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -249379.375000 Penalty: 763.782654
	Iteration 109Q: 3 clusters Score -249379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -249379.578125 Penalty: 763.782654
	Iteration 110Q: 3 clusters Score -249379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -249379.578125 Penalty: 763.782654
	Iteration 111F: 3 clusters Score -249379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -11322.496094 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -11322.5 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 121 members 
Entering Unmasked Estep 
Score: -11037.402344 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -11037.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11175.519531 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -11175.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11254.854492 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -11254.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11321.790039 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -11321.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11414.099609 Penalty: 497.976624
	Iteration 4F: 3 clusters Score -11414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11526.125000 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -11526.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11543.088867 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -11543.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11559.349609 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -11559.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11559.852539 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -11559.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11560.649414 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -11560.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11561.771484 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -11561.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11562.311523 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -11562.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11562.681641 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -11562.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11564.486328 Penalty: 497.976624
	Iteration 13F: 3 clusters Score -11564.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11605.495117 Penalty: 497.976624
	Iteration 14Q: 3 clusters Score -11605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11625.930664 Penalty: 497.976624
	Iteration 15Q: 3 clusters Score -11625.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11645.041016 Penalty: 497.976624
	Iteration 16Q: 3 clusters Score -11645.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11647.056641 Penalty: 497.976624
	Iteration 17Q: 3 clusters Score -11647.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11647.056641 Penalty: 497.976624
	Iteration 18F: 3 clusters Score -11647.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 141 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179107 members 
Mstep: Class 23 contains 131503 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 97 members 
Entering Unmasked Estep 
Score: -23057362.000000 Penalty: 17636.460938
Splitting cluster 15 changes total score from -23057408.000000 to -23057362.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (14343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Entering Unmasked Estep 
Score: -904844.062500 Penalty: 435.481293
	Iteration 0F: 2 clusters Score -904844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -895230.500000 Penalty: 870.962585
	Iteration 0F: 3 clusters Score -895230.5 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -899077.375000 Penalty: 870.962585
	Iteration 1F: 3 clusters Score -899077.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -899247.000000 Penalty: 870.962585
	Iteration 2Q: 3 clusters Score -899247 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -899441.687500 Penalty: 870.962585
	Iteration 3Q: 3 clusters Score -899441.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -899716.125000 Penalty: 870.962585
	Iteration 4Q: 3 clusters Score -899716.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -900143.125000 Penalty: 870.962585
	Iteration 5F: 3 clusters Score -900143.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -900828.750000 Penalty: 870.962585
	Iteration 6F: 3 clusters Score -900828.8 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -901745.125000 Penalty: 870.962585
	Iteration 7F: 3 clusters Score -901745.1 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -902715.875000 Penalty: 870.962585
	Iteration 8F: 3 clusters Score -902715.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -903417.312500 Penalty: 870.962585
	Iteration 9F: 3 clusters Score -903417.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -903719.625000 Penalty: 870.962585
	Iteration 10Q: 3 clusters Score -903719.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -903849.250000 Penalty: 870.962585
	Iteration 11Q: 3 clusters Score -903849.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -903949.500000 Penalty: 870.962585
	Iteration 12Q: 3 clusters Score -903949.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -904040.812500 Penalty: 870.962585
	Iteration 13Q: 3 clusters Score -904040.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -904129.312500 Penalty: 870.962585
	Iteration 14Q: 3 clusters Score -904129.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -904213.250000 Penalty: 870.962585
	Iteration 15Q: 3 clusters Score -904213.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -904262.562500 Penalty: 870.962585
	Iteration 16Q: 3 clusters Score -904262.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -904303.875000 Penalty: 870.962585
	Iteration 17Q: 3 clusters Score -904303.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -904335.125000 Penalty: 870.962585
	Iteration 18Q: 3 clusters Score -904335.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -904364.437500 Penalty: 870.962585
	Iteration 19Q: 3 clusters Score -904364.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -904385.125000 Penalty: 870.962585
	Iteration 20F: 3 clusters Score -904385.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -904401.625000 Penalty: 870.962585
	Iteration 21Q: 3 clusters Score -904401.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -904417.250000 Penalty: 870.962585
	Iteration 22Q: 3 clusters Score -904417.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -904424.687500 Penalty: 870.962585
	Iteration 23Q: 3 clusters Score -904424.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -904429.125000 Penalty: 870.962585
	Iteration 24Q: 3 clusters Score -904429.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -904438.687500 Penalty: 870.962585
	Iteration 25Q: 3 clusters Score -904438.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -904450.437500 Penalty: 870.962585
	Iteration 26Q: 3 clusters Score -904450.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -904456.625000 Penalty: 870.962585
	Iteration 27Q: 3 clusters Score -904456.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -904467.750000 Penalty: 870.962585
	Iteration 28Q: 3 clusters Score -904467.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -904480.812500 Penalty: 870.962585
	Iteration 29Q: 3 clusters Score -904480.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -904491.187500 Penalty: 870.962585
	Iteration 30Q: 3 clusters Score -904491.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -904506.062500 Penalty: 870.962585
	Iteration 31Q: 3 clusters Score -904506.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -904516.000000 Penalty: 870.962585
	Iteration 32Q: 3 clusters Score -904516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -904523.062500 Penalty: 870.962585
	Iteration 33Q: 3 clusters Score -904523.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -904526.437500 Penalty: 870.962585
	Iteration 34Q: 3 clusters Score -904526.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -904527.812500 Penalty: 870.962585
	Iteration 35Q: 3 clusters Score -904527.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -904530.687500 Penalty: 870.962585
	Iteration 36Q: 3 clusters Score -904530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -904531.500000 Penalty: 870.962585
	Iteration 37Q: 3 clusters Score -904531.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -904532.562500 Penalty: 870.962585
	Iteration 38Q: 3 clusters Score -904532.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -904535.125000 Penalty: 870.962585
	Iteration 39Q: 3 clusters Score -904535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -904536.437500 Penalty: 870.962585
	Iteration 40F: 3 clusters Score -904536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -904537.437500 Penalty: 870.962585
	Iteration 41Q: 3 clusters Score -904537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -904538.625000 Penalty: 870.962585
	Iteration 42Q: 3 clusters Score -904538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -904538.562500 Penalty: 870.962585
	Iteration 43Q: 3 clusters Score -904538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -904538.375000 Penalty: 870.962585
	Iteration 44Q: 3 clusters Score -904538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -904538.125000 Penalty: 870.962585
	Iteration 45Q: 3 clusters Score -904538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -904537.312500 Penalty: 870.962585
	Iteration 46Q: 3 clusters Score -904537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -904537.687500 Penalty: 870.962585
	Iteration 47Q: 3 clusters Score -904537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -904537.625000 Penalty: 870.962585
	Iteration 48Q: 3 clusters Score -904537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -904539.125000 Penalty: 870.962585
	Iteration 49Q: 3 clusters Score -904539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -904539.625000 Penalty: 870.962585
	Iteration 50Q: 3 clusters Score -904539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -904539.625000 Penalty: 870.962585
	Iteration 51F: 3 clusters Score -904539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -129419.914062 Penalty: 354.193542
	Iteration 0F: 2 clusters Score -129419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -127740.187500 Penalty: 708.387085
	Iteration 0F: 3 clusters Score -127740.2 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -128272.421875 Penalty: 708.387085
	Iteration 1F: 3 clusters Score -128272.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -128318.710938 Penalty: 708.387085
	Iteration 2F: 3 clusters Score -128318.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -128378.500000 Penalty: 708.387085
	Iteration 3Q: 3 clusters Score -128378.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -128449.414062 Penalty: 708.387085
	Iteration 4Q: 3 clusters Score -128449.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -128538.218750 Penalty: 708.387085
	Iteration 5Q: 3 clusters Score -128538.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -128663.750000 Penalty: 708.387085
	Iteration 6Q: 3 clusters Score -128663.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -128796.617188 Penalty: 708.387085
	Iteration 7F: 3 clusters Score -128796.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -128915.171875 Penalty: 708.387085
	Iteration 8F: 3 clusters Score -128915.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -128999.812500 Penalty: 708.387085
	Iteration 9Q: 3 clusters Score -128999.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -129046.148438 Penalty: 708.387085
	Iteration 10Q: 3 clusters Score -129046.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -129086.523438 Penalty: 708.387085
	Iteration 11Q: 3 clusters Score -129086.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -129113.960938 Penalty: 708.387085
	Iteration 12Q: 3 clusters Score -129114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -129132.625000 Penalty: 708.387085
	Iteration 13Q: 3 clusters Score -129132.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -129146.031250 Penalty: 708.387085
	Iteration 14Q: 3 clusters Score -129146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -129157.289062 Penalty: 708.387085
	Iteration 15Q: 3 clusters Score -129157.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -129171.257812 Penalty: 708.387085
	Iteration 16Q: 3 clusters Score -129171.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -129183.625000 Penalty: 708.387085
	Iteration 17Q: 3 clusters Score -129183.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -129194.398438 Penalty: 708.387085
	Iteration 18Q: 3 clusters Score -129194.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -129204.539062 Penalty: 708.387085
	Iteration 19Q: 3 clusters Score -129204.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -129211.265625 Penalty: 708.387085
	Iteration 20F: 3 clusters Score -129211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -129216.718750 Penalty: 708.387085
	Iteration 21Q: 3 clusters Score -129216.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -129225.289062 Penalty: 708.387085
	Iteration 22Q: 3 clusters Score -129225.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -129231.953125 Penalty: 708.387085
	Iteration 23Q: 3 clusters Score -129232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -129236.867188 Penalty: 708.387085
	Iteration 24Q: 3 clusters Score -129236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -129238.640625 Penalty: 708.387085
	Iteration 25Q: 3 clusters Score -129238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -129241.281250 Penalty: 708.387085
	Iteration 26Q: 3 clusters Score -129241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -129243.812500 Penalty: 708.387085
	Iteration 27Q: 3 clusters Score -129243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -129245.234375 Penalty: 708.387085
	Iteration 28Q: 3 clusters Score -129245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -129246.093750 Penalty: 708.387085
	Iteration 29Q: 3 clusters Score -129246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -129248.351562 Penalty: 708.387085
	Iteration 30Q: 3 clusters Score -129248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -129249.601562 Penalty: 708.387085
	Iteration 31Q: 3 clusters Score -129249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -129250.078125 Penalty: 708.387085
	Iteration 32Q: 3 clusters Score -129250.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -129250.078125 Penalty: 708.387085
	Iteration 33F: 3 clusters Score -129250.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -54575.414062 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54575.41 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -54804.937500 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54804.94 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54855.500000 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54855.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -54898.593750 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -54898.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54926.867188 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -54926.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54949.730469 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54949.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54969.691406 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -54969.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54990.261719 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -54990.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -55017.824219 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -55017.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55055.796875 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -55055.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55110.535156 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -55110.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55153.105469 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -55153.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55189.187500 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -55189.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55232.507812 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -55232.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55274.277344 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -55274.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55297.308594 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -55297.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55309.457031 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -55309.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55318.562500 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -55318.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55324.234375 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -55324.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55327.886719 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -55327.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55332.656250 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55332.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55336.316406 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55336.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55340.019531 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -55340.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55341.917969 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -55341.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55343.191406 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -55343.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55343.320312 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -55343.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55344.046875 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -55344.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55344.437500 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -55344.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55344.621094 Penalty: 627.599182
	Iteration 28Q: 3 clusters Score -55344.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55344.621094 Penalty: 627.599182
	Iteration 29F: 3 clusters Score -55344.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -76156.335938 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76156.34 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76439.796875 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76439.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -76507.843750 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76507.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -76579.695312 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76579.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -76641.070312 Penalty: 657.054016
	Iteration 4F: 3 clusters Score -76641.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -76701.632812 Penalty: 657.054016
	Iteration 5F: 3 clusters Score -76701.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -76736.273438 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76736.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -76766.335938 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76766.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -76799.789062 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76799.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -76833.195312 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76833.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -76849.578125 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76849.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -76862.445312 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76862.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -76870.750000 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76870.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -76876.273438 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76876.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -76880.679688 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76880.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -76886.578125 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76886.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -76888.460938 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76888.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -76888.804688 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -76888.804688 Penalty: 657.054016
	Iteration 18F: 3 clusters Score -76888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7418.552246 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7418.552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7205.138184 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -7205.138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7299.727539 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -7299.728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7350.307129 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -7350.307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7406.750000 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -7406.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7416.502930 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7416.503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7422.332520 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7422.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7422.332520 Penalty: 455.359100
	Iteration 6F: 3 clusters Score -7422.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 40 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179107 members 
Mstep: Class 23 contains 131503 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 109 members 
Entering Unmasked Estep 
Score: -23057016.000000 Penalty: 17636.460938
Splitting cluster 20 changes total score from -23057408.000000 to -23057016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40016.769531 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -40016.77 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40249.929688 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40249.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40336.136719 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40336.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40412.929688 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40412.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40470.390625 Penalty: 601.573303
	Iteration 4F: 3 clusters Score -40470.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40506.347656 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40506.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40530.859375 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40530.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40546.222656 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40546.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40557.707031 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40557.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40578.449219 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40578.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40594.035156 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40594.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40602.882812 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40602.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40606.328125 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40606.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40606.675781 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40606.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40606.675781 Penalty: 601.573303
	Iteration 14F: 3 clusters Score -40606.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (179107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Entering Unmasked Estep 
Score: -10443552.000000 Penalty: 550.356079
	Iteration 0F: 2 clusters Score -1.044355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -10330219.000000 Penalty: 1100.712158
	Iteration 0F: 3 clusters Score -1.033022e+07 nChanged 88557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -10387360.000000 Penalty: 1100.712158
	Iteration 1F: 3 clusters Score -1.038736e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -10391306.000000 Penalty: 1100.712158
	Iteration 2F: 3 clusters Score -1.039131e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -10396531.000000 Penalty: 1100.712158
	Iteration 3F: 3 clusters Score -1.039653e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -10402572.000000 Penalty: 1100.712158
	Iteration 4F: 3 clusters Score -1.040257e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -10408840.000000 Penalty: 1100.712158
	Iteration 5F: 3 clusters Score -1.040884e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -10414300.000000 Penalty: 1100.712158
	Iteration 6F: 3 clusters Score -1.04143e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -10418058.000000 Penalty: 1100.712158
	Iteration 7Q: 3 clusters Score -1.041806e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -10420815.000000 Penalty: 1100.712158
	Iteration 8Q: 3 clusters Score -1.042082e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -10422466.000000 Penalty: 1100.712158
	Iteration 9Q: 3 clusters Score -1.042247e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -10423591.000000 Penalty: 1100.712158
	Iteration 10Q: 3 clusters Score -1.042359e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -10424341.000000 Penalty: 1100.712158
	Iteration 11Q: 3 clusters Score -1.042434e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -10424775.000000 Penalty: 1100.712158
	Iteration 12Q: 3 clusters Score -1.042478e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 107915 members 
Entering Unmasked Estep 
Score: -10425066.000000 Penalty: 1100.712158
	Iteration 13Q: 3 clusters Score -1.042507e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 109289 members 
Entering Unmasked Estep 
Score: -10425330.000000 Penalty: 1100.712158
	Iteration 14Q: 3 clusters Score -1.042533e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -10425564.000000 Penalty: 1100.712158
	Iteration 15Q: 3 clusters Score -1.042556e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 111998 members 
Entering Unmasked Estep 
Score: -10425803.000000 Penalty: 1100.712158
	Iteration 16Q: 3 clusters Score -1.04258e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 113331 members 
Entering Unmasked Estep 
Score: -10425995.000000 Penalty: 1100.712158
	Iteration 17Q: 3 clusters Score -1.0426e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -10426221.000000 Penalty: 1100.712158
	Iteration 18Q: 3 clusters Score -1.042622e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -10426462.000000 Penalty: 1100.712158
	Iteration 19Q: 3 clusters Score -1.042646e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 117722 members 
Entering Unmasked Estep 
Score: -10426647.000000 Penalty: 1100.712158
	Iteration 20F: 3 clusters Score -1.042665e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 119585 members 
Entering Unmasked Estep 
Score: -10426963.000000 Penalty: 1100.712158
	Iteration 21Q: 3 clusters Score -1.042696e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 121704 members 
Entering Unmasked Estep 
Score: -10427263.000000 Penalty: 1100.712158
	Iteration 22Q: 3 clusters Score -1.042726e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -10427829.000000 Penalty: 1100.712158
	Iteration 23Q: 3 clusters Score -1.042783e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 126633 members 
Entering Unmasked Estep 
Score: -10428452.000000 Penalty: 1100.712158
	Iteration 24Q: 3 clusters Score -1.042845e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 129336 members 
Entering Unmasked Estep 
Score: -10429101.000000 Penalty: 1100.712158
	Iteration 25Q: 3 clusters Score -1.04291e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -10429869.000000 Penalty: 1100.712158
	Iteration 26Q: 3 clusters Score -1.042987e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -10430729.000000 Penalty: 1100.712158
	Iteration 27Q: 3 clusters Score -1.043073e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 138764 members 
Entering Unmasked Estep 
Score: -10431832.000000 Penalty: 1100.712158
	Iteration 28Q: 3 clusters Score -1.043183e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 142337 members 
Entering Unmasked Estep 
Score: -10432953.000000 Penalty: 1100.712158
	Iteration 29Q: 3 clusters Score -1.043295e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 146144 members 
Entering Unmasked Estep 
Score: -10434234.000000 Penalty: 1100.712158
	Iteration 30Q: 3 clusters Score -1.043423e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -10435648.000000 Penalty: 1100.712158
	Iteration 31Q: 3 clusters Score -1.043565e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -10436970.000000 Penalty: 1100.712158
	Iteration 32Q: 3 clusters Score -1.043697e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 158006 members 
Entering Unmasked Estep 
Score: -10438354.000000 Penalty: 1100.712158
	Iteration 33Q: 3 clusters Score -1.043835e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -10439566.000000 Penalty: 1100.712158
	Iteration 34Q: 3 clusters Score -1.043957e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -10440609.000000 Penalty: 1100.712158
	Iteration 35Q: 3 clusters Score -1.044061e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 168004 members 
Entering Unmasked Estep 
Score: -10441481.000000 Penalty: 1100.712158
	Iteration 36Q: 3 clusters Score -1.044148e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 170540 members 
Entering Unmasked Estep 
Score: -10442257.000000 Penalty: 1100.712158
	Iteration 37Q: 3 clusters Score -1.044226e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 172579 members 
Entering Unmasked Estep 
Score: -10442687.000000 Penalty: 1100.712158
	Iteration 38Q: 3 clusters Score -1.044269e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 174126 members 
Entering Unmasked Estep 
Score: -10443023.000000 Penalty: 1100.712158
	Iteration 39Q: 3 clusters Score -1.044302e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -10443120.000000 Penalty: 1100.712158
	Iteration 40F: 3 clusters Score -1.044312e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 176208 members 
Entering Unmasked Estep 
Score: -10443228.000000 Penalty: 1100.712158
	Iteration 41Q: 3 clusters Score -1.044323e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -10443278.000000 Penalty: 1100.712158
	Iteration 42Q: 3 clusters Score -1.044328e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -10443197.000000 Penalty: 1100.712158
	Iteration 43Q: 3 clusters Score -1.04432e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -10443197.000000 Penalty: 1100.712158
	Iteration 44Q: 3 clusters Score -1.04432e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 177827 members 
Entering Unmasked Estep 
Score: -10443190.000000 Penalty: 1100.712158
	Iteration 45Q: 3 clusters Score -1.044319e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -10443182.000000 Penalty: 1100.712158
	Iteration 46Q: 3 clusters Score -1.044318e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -10443202.000000 Penalty: 1100.712158
	Iteration 47Q: 3 clusters Score -1.04432e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -10443220.000000 Penalty: 1100.712158
	Iteration 48Q: 3 clusters Score -1.044322e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 178280 members 
Entering Unmasked Estep 
Score: -10443205.000000 Penalty: 1100.712158
	Iteration 49Q: 3 clusters Score -1.04432e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 178343 members 
Entering Unmasked Estep 
Score: -10443212.000000 Penalty: 1100.712158
	Iteration 50Q: 3 clusters Score -1.044321e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 178393 members 
Entering Unmasked Estep 
Score: -10443191.000000 Penalty: 1100.712158
	Iteration 51Q: 3 clusters Score -1.044319e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 178430 members 
Entering Unmasked Estep 
Score: -10443220.000000 Penalty: 1100.712158
	Iteration 52Q: 3 clusters Score -1.044322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 178458 members 
Entering Unmasked Estep 
Score: -10443232.000000 Penalty: 1100.712158
	Iteration 53Q: 3 clusters Score -1.044323e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 178482 members 
Entering Unmasked Estep 
Score: -10443257.000000 Penalty: 1100.712158
	Iteration 54Q: 3 clusters Score -1.044326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 178500 members 
Entering Unmasked Estep 
Score: -10443264.000000 Penalty: 1100.712158
	Iteration 55Q: 3 clusters Score -1.044326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -10443261.000000 Penalty: 1100.712158
	Iteration 56Q: 3 clusters Score -1.044326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 178538 members 
Entering Unmasked Estep 
Score: -10443268.000000 Penalty: 1100.712158
	Iteration 57Q: 3 clusters Score -1.044327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 178556 members 
Entering Unmasked Estep 
Score: -10443286.000000 Penalty: 1100.712158
	Iteration 58Q: 3 clusters Score -1.044329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 178566 members 
Entering Unmasked Estep 
Score: -10443287.000000 Penalty: 1100.712158
	Iteration 59Q: 3 clusters Score -1.044329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 178576 members 
Entering Unmasked Estep 
Score: -10443274.000000 Penalty: 1100.712158
	Iteration 60F: 3 clusters Score -1.044327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 178586 members 
Entering Unmasked Estep 
Score: -10443281.000000 Penalty: 1100.712158
	Iteration 61Q: 3 clusters Score -1.044328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 178601 members 
Entering Unmasked Estep 
Score: -10443276.000000 Penalty: 1100.712158
	Iteration 62Q: 3 clusters Score -1.044328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 178611 members 
Entering Unmasked Estep 
Score: -10443282.000000 Penalty: 1100.712158
	Iteration 63Q: 3 clusters Score -1.044328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 178615 members 
Entering Unmasked Estep 
Score: -10443286.000000 Penalty: 1100.712158
	Iteration 64Q: 3 clusters Score -1.044329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 178620 members 
Entering Unmasked Estep 
Score: -10443290.000000 Penalty: 1100.712158
	Iteration 65Q: 3 clusters Score -1.044329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -10443288.000000 Penalty: 1100.712158
	Iteration 66Q: 3 clusters Score -1.044329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178634 members 
Entering Unmasked Estep 
Score: -10443292.000000 Penalty: 1100.712158
	Iteration 67Q: 3 clusters Score -1.044329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 178639 members 
Entering Unmasked Estep 
Score: -10443285.000000 Penalty: 1100.712158
	Iteration 68Q: 3 clusters Score -1.044328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 178641 members 
Entering Unmasked Estep 
Score: -10443290.000000 Penalty: 1100.712158
	Iteration 69Q: 3 clusters Score -1.044329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -10443285.000000 Penalty: 1100.712158
	Iteration 70Q: 3 clusters Score -1.044328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -10443288.000000 Penalty: 1100.712158
	Iteration 71Q: 3 clusters Score -1.044329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 178652 members 
Entering Unmasked Estep 
Score: -10443288.000000 Penalty: 1100.712158
	Iteration 72Q: 3 clusters Score -1.044329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -10443287.000000 Penalty: 1100.712158
	Iteration 73Q: 3 clusters Score -1.044329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 178663 members 
Entering Unmasked Estep 
Score: -10443298.000000 Penalty: 1100.712158
	Iteration 74Q: 3 clusters Score -1.04433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 178665 members 
Entering Unmasked Estep 
Score: -10443299.000000 Penalty: 1100.712158
	Iteration 75Q: 3 clusters Score -1.04433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 178667 members 
Entering Unmasked Estep 
Score: -10443288.000000 Penalty: 1100.712158
	Iteration 76Q: 3 clusters Score -1.044329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 178674 members 
Entering Unmasked Estep 
Score: -10443312.000000 Penalty: 1100.712158
	Iteration 77Q: 3 clusters Score -1.044331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 178680 members 
Entering Unmasked Estep 
Score: -10443309.000000 Penalty: 1100.712158
	Iteration 78Q: 3 clusters Score -1.044331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 178685 members 
Entering Unmasked Estep 
Score: -10443312.000000 Penalty: 1100.712158
	Iteration 79Q: 3 clusters Score -1.044331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 178684 members 
Entering Unmasked Estep 
Score: -10443311.000000 Penalty: 1100.712158
	Iteration 80F: 3 clusters Score -1.044331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 178684 members 
Entering Unmasked Estep 
Score: -10443319.000000 Penalty: 1100.712158
	Iteration 81Q: 3 clusters Score -1.044332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 178683 members 
Entering Unmasked Estep 
Score: -10443317.000000 Penalty: 1100.712158
	Iteration 82Q: 3 clusters Score -1.044332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 178683 members 
Entering Unmasked Estep 
Score: -10443317.000000 Penalty: 1100.712158
	Iteration 83F: 3 clusters Score -1.044332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (131503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Entering Unmasked Estep 
Score: -7849641.000000 Penalty: 536.298706
	Iteration 0F: 2 clusters Score -7849641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -7766725.500000 Penalty: 1072.597412
	Iteration 0F: 3 clusters Score -7766726 nChanged 64453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -7807464.000000 Penalty: 1072.597412
	Iteration 1F: 3 clusters Score -7807464 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -7810531.500000 Penalty: 1072.597412
	Iteration 2Q: 3 clusters Score -7810532 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -7815492.000000 Penalty: 1072.597412
	Iteration 3F: 3 clusters Score -7815492 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -7822476.000000 Penalty: 1072.597412
	Iteration 4F: 3 clusters Score -7822476 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -7830072.000000 Penalty: 1072.597412
	Iteration 5F: 3 clusters Score -7830072 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -7834825.500000 Penalty: 1072.597412
	Iteration 6F: 3 clusters Score -7834826 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -7836784.500000 Penalty: 1072.597412
	Iteration 7Q: 3 clusters Score -7836784 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -7837582.500000 Penalty: 1072.597412
	Iteration 8Q: 3 clusters Score -7837582 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -7838089.000000 Penalty: 1072.597412
	Iteration 9Q: 3 clusters Score -7838089 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -7838560.500000 Penalty: 1072.597412
	Iteration 10Q: 3 clusters Score -7838560 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -7838947.500000 Penalty: 1072.597412
	Iteration 11Q: 3 clusters Score -7838948 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -7839359.500000 Penalty: 1072.597412
	Iteration 12Q: 3 clusters Score -7839360 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7839762.500000 Penalty: 1072.597412
	Iteration 13Q: 3 clusters Score -7839762 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -7840193.500000 Penalty: 1072.597412
	Iteration 14Q: 3 clusters Score -7840194 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -7840737.000000 Penalty: 1072.597412
	Iteration 15Q: 3 clusters Score -7840737 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -7841263.000000 Penalty: 1072.597412
	Iteration 16Q: 3 clusters Score -7841263 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -7841931.000000 Penalty: 1072.597412
	Iteration 17Q: 3 clusters Score -7841931 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -7842694.500000 Penalty: 1072.597412
	Iteration 18Q: 3 clusters Score -7842694 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -7843555.500000 Penalty: 1072.597412
	Iteration 19Q: 3 clusters Score -7843556 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -7844421.000000 Penalty: 1072.597412
	Iteration 20F: 3 clusters Score -7844421 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -7845325.000000 Penalty: 1072.597412
	Iteration 21Q: 3 clusters Score -7845325 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7846134.000000 Penalty: 1072.597412
	Iteration 22Q: 3 clusters Score -7846134 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108775 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7846678.000000 Penalty: 1072.597412
	Iteration 23Q: 3 clusters Score -7846678 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7847091.500000 Penalty: 1072.597412
	Iteration 24Q: 3 clusters Score -7847092 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -7847391.000000 Penalty: 1072.597412
	Iteration 25Q: 3 clusters Score -7847391 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -7847656.000000 Penalty: 1072.597412
	Iteration 26Q: 3 clusters Score -7847656 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -7847803.500000 Penalty: 1072.597412
	Iteration 27Q: 3 clusters Score -7847804 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112290 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7847930.000000 Penalty: 1072.597412
	Iteration 28Q: 3 clusters Score -7847930 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -7848009.000000 Penalty: 1072.597412
	Iteration 29Q: 3 clusters Score -7848009 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -7848109.000000 Penalty: 1072.597412
	Iteration 30Q: 3 clusters Score -7848109 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -7848168.000000 Penalty: 1072.597412
	Iteration 31Q: 3 clusters Score -7848168 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -7848259.500000 Penalty: 1072.597412
	Iteration 32Q: 3 clusters Score -7848260 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -7848373.500000 Penalty: 1072.597412
	Iteration 33Q: 3 clusters Score -7848374 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114990 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7848439.500000 Penalty: 1072.597412
	Iteration 34Q: 3 clusters Score -7848440 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -7848548.000000 Penalty: 1072.597412
	Iteration 35Q: 3 clusters Score -7848548 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -7848633.500000 Penalty: 1072.597412
	Iteration 36Q: 3 clusters Score -7848634 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -7848701.000000 Penalty: 1072.597412
	Iteration 37Q: 3 clusters Score -7848701 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116894 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -7848804.500000 Penalty: 1072.597412
	Iteration 38Q: 3 clusters Score -7848804 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117416 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -7848954.000000 Penalty: 1072.597412
	Iteration 39Q: 3 clusters Score -7848954 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -7849074.500000 Penalty: 1072.597412
	Iteration 40F: 3 clusters Score -7849074 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -7849221.000000 Penalty: 1072.597412
	Iteration 41Q: 3 clusters Score -7849221 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -7849329.500000 Penalty: 1072.597412
	Iteration 42Q: 3 clusters Score -7849330 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119618 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -7849467.500000 Penalty: 1072.597412
	Iteration 43Q: 3 clusters Score -7849468 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120195 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7849578 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120760 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -7849712.500000 Penalty: 1072.597412
	Iteration 45Q: 3 clusters Score -7849712 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121332 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7849840 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7850028 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -7850191.500000 Penalty: 1072.597412
	Iteration 48Q: 3 clusters Score -7850192 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122968 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7850336 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123499 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7850414 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7850402 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124410 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7850461 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7850436 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -7850481.500000 Penalty: 1072.597412
	Iteration 54Q: 3 clusters Score -7850482 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125513 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -7850453.500000 Penalty: 1072.597412
	Iteration 55Q: 3 clusters Score -7850454 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125835 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7850408 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126121 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7850390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -7850415.500000 Penalty: 1072.597412
	Iteration 58Q: 3 clusters Score -7850416 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7850380 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7850360 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127008 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -7850398.000000 Penalty: 1072.597412
	Iteration 61Q: 3 clusters Score -7850398 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7850402.500000 Penalty: 1072.597412
	Iteration 62Q: 3 clusters Score -7850402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7850366.500000 Penalty: 1072.597412
	Iteration 63Q: 3 clusters Score -7850366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7850346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127628 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7850351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127742 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7850334 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127857 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -7850335.000000 Penalty: 1072.597412
	Iteration 67Q: 3 clusters Score -7850335 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127972 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7850333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7850340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7850344.500000 Penalty: 1072.597412
	Iteration 70Q: 3 clusters Score -7850344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7850356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7850348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7850338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128342 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7850332 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128372 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7850332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7850329 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128431 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7850336 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128447 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7850337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7850344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128474 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7850338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128481 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7850336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7850334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128502 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7850325.000000 Penalty: 1072.597412
	Iteration 83Q: 3 clusters Score -7850325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -7850322.500000 Penalty: 1072.597412
	Iteration 84Q: 3 clusters Score -7850322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7850331.000000 Penalty: 1072.597412
	Iteration 85Q: 3 clusters Score -7850331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7850326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128538 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7850325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7850326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7850304.500000 Penalty: 1072.597412
	Iteration 89Q: 3 clusters Score -7850304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128594 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7850309.000000 Penalty: 1072.597412
	Iteration 90Q: 3 clusters Score -7850309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7850300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128651 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7850294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7850298 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128707 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7850278.000000 Penalty: 1072.597412
	Iteration 94Q: 3 clusters Score -7850278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128730 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7850280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128750 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7850266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128768 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7850250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128783 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7850240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7850244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7850241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7850219.000000 Penalty: 1072.597412
	Iteration 101Q: 3 clusters Score -7850219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128855 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7850220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7850204.500000 Penalty: 1072.597412
	Iteration 103Q: 3 clusters Score -7850204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7850211.000000 Penalty: 1072.597412
	Iteration 104Q: 3 clusters Score -7850211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128914 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7850213.000000 Penalty: 1072.597412
	Iteration 105Q: 3 clusters Score -7850213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7850194.500000 Penalty: 1072.597412
	Iteration 106Q: 3 clusters Score -7850194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128956 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7850181.000000 Penalty: 1072.597412
	Iteration 107Q: 3 clusters Score -7850181 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7850176.000000 Penalty: 1072.597412
	Iteration 108Q: 3 clusters Score -7850176 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7850181 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129004 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7850174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7850179.500000 Penalty: 1072.597412
	Iteration 111Q: 3 clusters Score -7850180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129026 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7850163.500000 Penalty: 1072.597412
	Iteration 112Q: 3 clusters Score -7850164 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129035 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7850164 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129045 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7850168 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129054 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7850164 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7850170.000000 Penalty: 1072.597412
	Iteration 116Q: 3 clusters Score -7850170 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7850171.500000 Penalty: 1072.597412
	Iteration 117Q: 3 clusters Score -7850172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129098 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7850177.500000 Penalty: 1072.597412
	Iteration 118Q: 3 clusters Score -7850178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129114 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7850162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129127 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7850157.500000 Penalty: 1072.597412
	Iteration 120F: 3 clusters Score -7850158 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129134 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7850168 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7850158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129141 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7850150.500000 Penalty: 1072.597412
	Iteration 123Q: 3 clusters Score -7850150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7850146.500000 Penalty: 1072.597412
	Iteration 124Q: 3 clusters Score -7850146 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7850146 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7850149.500000 Penalty: 1072.597412
	Iteration 126Q: 3 clusters Score -7850150 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129157 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7850148.500000 Penalty: 1072.597412
	Iteration 127Q: 3 clusters Score -7850148 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7850148 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129161 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7850150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129162 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7850144.000000 Penalty: 1072.597412
	Iteration 130Q: 3 clusters Score -7850144 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129166 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7850143.500000 Penalty: 1072.597412
	Iteration 131Q: 3 clusters Score -7850144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129170 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7850148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129174 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7850143 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129175 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7850144 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7850141.000000 Penalty: 1072.597412
	Iteration 135Q: 3 clusters Score -7850141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7850141.000000 Penalty: 1072.597412
	Iteration 136F: 3 clusters Score -7850141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179107 members 
Mstep: Class 23 contains 129177 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 2326 members 
Entering Unmasked Estep 
Score: -23057664.000000 Penalty: 17636.460938
Splitting cluster 23 changes total score from -23057408.000000 to -23057664.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -77714.031250 Penalty: 329.936218
	Iteration 0F: 2 clusters Score -77714.03 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 697 members 
Entering Unmasked Estep 
Score: -76641.625000 Penalty: 659.872437
	Iteration 0F: 3 clusters Score -76641.62 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76976.171875 Penalty: 659.872437
	Iteration 1F: 3 clusters Score -76976.17 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -77028.132812 Penalty: 659.872437
	Iteration 2F: 3 clusters Score -77028.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77062.992188 Penalty: 659.872437
	Iteration 3F: 3 clusters Score -77062.99 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77096.179688 Penalty: 659.872437
	Iteration 4Q: 3 clusters Score -77096.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -77128.703125 Penalty: 659.872437
	Iteration 5Q: 3 clusters Score -77128.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -77156.109375 Penalty: 659.872437
	Iteration 6Q: 3 clusters Score -77156.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77179.085938 Penalty: 659.872437
	Iteration 7Q: 3 clusters Score -77179.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77201.921875 Penalty: 659.872437
	Iteration 8Q: 3 clusters Score -77201.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77230.078125 Penalty: 659.872437
	Iteration 9Q: 3 clusters Score -77230.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77256.242188 Penalty: 659.872437
	Iteration 10Q: 3 clusters Score -77256.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77282.320312 Penalty: 659.872437
	Iteration 11Q: 3 clusters Score -77282.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77307.406250 Penalty: 659.872437
	Iteration 12Q: 3 clusters Score -77307.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77328.937500 Penalty: 659.872437
	Iteration 13Q: 3 clusters Score -77328.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -77353.648438 Penalty: 659.872437
	Iteration 14Q: 3 clusters Score -77353.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77365.218750 Penalty: 659.872437
	Iteration 15Q: 3 clusters Score -77365.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -77379.625000 Penalty: 659.872437
	Iteration 16Q: 3 clusters Score -77379.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -77394.554688 Penalty: 659.872437
	Iteration 17Q: 3 clusters Score -77394.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77401.296875 Penalty: 659.872437
	Iteration 18Q: 3 clusters Score -77401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77407.570312 Penalty: 659.872437
	Iteration 19Q: 3 clusters Score -77407.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -77408.468750 Penalty: 659.872437
	Iteration 20F: 3 clusters Score -77408.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -77410.234375 Penalty: 659.872437
	Iteration 21Q: 3 clusters Score -77410.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -77414.476562 Penalty: 659.872437
	Iteration 22Q: 3 clusters Score -77414.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -77422.078125 Penalty: 659.872437
	Iteration 23Q: 3 clusters Score -77422.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -77426.312500 Penalty: 659.872437
	Iteration 24Q: 3 clusters Score -77426.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -77427.843750 Penalty: 659.872437
	Iteration 25Q: 3 clusters Score -77427.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -77428.382812 Penalty: 659.872437
	Iteration 26Q: 3 clusters Score -77428.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -77428.664062 Penalty: 659.872437
	Iteration 27Q: 3 clusters Score -77428.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -77428.664062 Penalty: 659.872437
	Iteration 28F: 3 clusters Score -77428.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1846.349976 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1846.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1869.666748 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1869.667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -61167.933594 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -61167.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60358.867188 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -60358.87 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60658.191406 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -60658.19 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60729.820312 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -60729.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60788.144531 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -60788.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60839.156250 Penalty: 630.496948
	Iteration 4F: 3 clusters Score -60839.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60889.839844 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -60889.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60933.449219 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -60933.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -60965.144531 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -60965.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60994.218750 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -60994.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61007.675781 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -61007.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -61012.476562 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -61012.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -61017.621094 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -61017.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -61022.476562 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -61022.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -61024.058594 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -61024.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -61024.933594 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -61024.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -61025.531250 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -61025.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -61026.062500 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -61026.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61026.515625 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -61026.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -61028.269531 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -61028.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -61028.851562 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -61028.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -61029.011719 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -61029.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61029.195312 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -61029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61029.195312 Penalty: 630.496948
	Iteration 22F: 3 clusters Score -61029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -55688.617188 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -55688.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54839.738281 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -54839.74 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -55104.714844 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -55104.71 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55162.312500 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -55162.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -55199.839844 Penalty: 633.736328
	Iteration 3F: 3 clusters Score -55199.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -55239.746094 Penalty: 633.736328
	Iteration 4Q: 3 clusters Score -55239.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -55278.253906 Penalty: 633.736328
	Iteration 5Q: 3 clusters Score -55278.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -55310.769531 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -55310.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -55336.773438 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -55336.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -55363.804688 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -55363.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -55386.328125 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -55386.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -55404.617188 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -55404.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -55409.308594 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -55409.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55411.820312 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -55411.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -55414.093750 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -55414.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -55415.929688 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -55415.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -55417.937500 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -55417.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55420.722656 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -55420.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -55424.148438 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -55424.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -55429.750000 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -55429.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -55435.929688 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -55435.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -55438.089844 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -55438.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -55440.617188 Penalty: 633.736328
	Iteration 21Q: 3 clusters Score -55440.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -55446.531250 Penalty: 633.736328
	Iteration 22Q: 3 clusters Score -55446.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -55451.859375 Penalty: 633.736328
	Iteration 23Q: 3 clusters Score -55451.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -55454.632812 Penalty: 633.736328
	Iteration 24Q: 3 clusters Score -55454.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -55456.003906 Penalty: 633.736328
	Iteration 25Q: 3 clusters Score -55456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -55457.671875 Penalty: 633.736328
	Iteration 26Q: 3 clusters Score -55457.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -55459.792969 Penalty: 633.736328
	Iteration 27Q: 3 clusters Score -55459.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -55463.730469 Penalty: 633.736328
	Iteration 28Q: 3 clusters Score -55463.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -55467.023438 Penalty: 633.736328
	Iteration 29Q: 3 clusters Score -55467.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -55468.187500 Penalty: 633.736328
	Iteration 30Q: 3 clusters Score -55468.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -55468.859375 Penalty: 633.736328
	Iteration 31Q: 3 clusters Score -55468.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -55469.003906 Penalty: 633.736328
	Iteration 32Q: 3 clusters Score -55469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -55469.003906 Penalty: 633.736328
	Iteration 33F: 3 clusters Score -55469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -73649.523438 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73649.52 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73963.367188 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73963.37 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74035.617188 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -74035.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74112.929688 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -74112.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74184.726562 Penalty: 654.557007
	Iteration 4F: 3 clusters Score -74184.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74248.687500 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74248.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -74297.539062 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74297.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -74342.125000 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74342.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -74367.656250 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74367.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -74388.421875 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74388.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -74403.109375 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74403.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -74416.148438 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74416.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -74420.867188 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74420.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -74423.015625 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74423.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -74425.726562 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74425.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -74433.242188 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74433.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -74434.609375 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74434.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -74434.609375 Penalty: 654.557007
	Iteration 17F: 3 clusters Score -74434.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3820.804932 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3820.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3641.841553 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3641.842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3663.168945 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3663.169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3676.879395 Penalty: 390.431824
	Iteration 2F: 3 clusters Score -3676.879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179107 members 
Mstep: Class 23 contains 129177 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23057746.000000 Penalty: 17636.460938
Iteration 279Q: 31 clusters Score -2.305775e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 12303 members 
Mstep: Class 10 contains 32152 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 4421 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14311 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179475 members 
Mstep: Class 23 contains 128856 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058106.000000 Penalty: 17636.460938
Iteration 280F: 31 clusters Score -2.305811e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1194 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 10 contains 32187 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14235 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179503 members 
Mstep: Class 23 contains 128589 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058436.000000 Penalty: 17636.460938
Iteration 281Q: 31 clusters Score -2.305844e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 12283 members 
Mstep: Class 10 contains 32214 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14172 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179478 members 
Mstep: Class 23 contains 128431 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058514.000000 Penalty: 17636.460938
Iteration 282Q: 31 clusters Score -2.305851e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 12279 members 
Mstep: Class 10 contains 32237 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14133 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179439 members 
Mstep: Class 23 contains 128294 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058580.000000 Penalty: 17636.460938
Iteration 283Q: 31 clusters Score -2.305858e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 12273 members 
Mstep: Class 10 contains 32256 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14087 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179382 members 
Mstep: Class 23 contains 128180 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058648.000000 Penalty: 17636.460938
Iteration 284Q: 31 clusters Score -2.305865e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1196 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 12263 members 
Mstep: Class 10 contains 32259 members 
Mstep: Class 11 contains 3739 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179344 members 
Mstep: Class 23 contains 128068 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058792.000000 Penalty: 17636.460938
Iteration 285Q: 31 clusters Score -2.305879e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 12251 members 
Mstep: Class 10 contains 32254 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13999 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179294 members 
Mstep: Class 23 contains 128004 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058816.000000 Penalty: 17636.460938
Iteration 286Q: 31 clusters Score -2.305882e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1198 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 32244 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13970 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179246 members 
Mstep: Class 23 contains 127934 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058860.000000 Penalty: 17636.460938
Iteration 287Q: 31 clusters Score -2.305886e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1199 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 12238 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13937 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179186 members 
Mstep: Class 23 contains 127873 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058936.000000 Penalty: 17636.460938
Iteration 288Q: 31 clusters Score -2.305894e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 12229 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13904 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179124 members 
Mstep: Class 23 contains 127835 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058964.000000 Penalty: 17636.460938
Iteration 289Q: 31 clusters Score -2.305896e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 32197 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 4441 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13874 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179065 members 
Mstep: Class 23 contains 127766 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 4274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059008.000000 Penalty: 17636.460938
Iteration 290Q: 31 clusters Score -2.305901e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 6974 members 
Mstep: Class 9 contains 12212 members 
Mstep: Class 10 contains 32184 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13850 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179024 members 
Mstep: Class 23 contains 127679 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23058986.000000 Penalty: 17636.460938
Iteration 291Q: 31 clusters Score -2.305899e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 6983 members 
Mstep: Class 9 contains 12204 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178985 members 
Mstep: Class 23 contains 127594 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 4626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059050.000000 Penalty: 17636.460938
Iteration 292Q: 31 clusters Score -2.305905e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 6988 members 
Mstep: Class 9 contains 12198 members 
Mstep: Class 10 contains 32157 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13776 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178930 members 
Mstep: Class 23 contains 127533 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059126.000000 Penalty: 17636.460938
Iteration 293Q: 31 clusters Score -2.305913e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 6992 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 32149 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13743 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178883 members 
Mstep: Class 23 contains 127465 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059116.000000 Penalty: 17636.460938
Iteration 294Q: 31 clusters Score -2.305912e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 6995 members 
Mstep: Class 9 contains 12188 members 
Mstep: Class 10 contains 32141 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 4415 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13700 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178837 members 
Mstep: Class 23 contains 127429 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059204.000000 Penalty: 17636.460938
Iteration 295Q: 31 clusters Score -2.30592e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 12188 members 
Mstep: Class 10 contains 32127 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13657 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178799 members 
Mstep: Class 23 contains 127376 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 5287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059268.000000 Penalty: 17636.460938
Iteration 296Q: 31 clusters Score -2.305927e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7001 members 
Mstep: Class 9 contains 12183 members 
Mstep: Class 10 contains 32107 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4607 members 
Mstep: Class 14 contains 4410 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13623 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178765 members 
Mstep: Class 23 contains 127317 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059276.000000 Penalty: 17636.460938
Iteration 297Q: 31 clusters Score -2.305928e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 12182 members 
Mstep: Class 10 contains 32079 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178727 members 
Mstep: Class 23 contains 127269 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 5592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059354.000000 Penalty: 17636.460938
Iteration 298Q: 31 clusters Score -2.305935e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 12177 members 
Mstep: Class 10 contains 32066 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13521 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178692 members 
Mstep: Class 23 contains 127230 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059404.000000 Penalty: 17636.460938
Iteration 299Q: 31 clusters Score -2.30594e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 12172 members 
Mstep: Class 10 contains 32053 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4602 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13472 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178661 members 
Mstep: Class 23 contains 127204 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 5866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059394.000000 Penalty: 17636.460938
Iteration 300F: 31 clusters Score -2.305939e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 12166 members 
Mstep: Class 10 contains 32051 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13423 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178630 members 
Mstep: Class 23 contains 127164 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059418.000000 Penalty: 17636.460938
Iteration 301Q: 31 clusters Score -2.305942e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 12161 members 
Mstep: Class 10 contains 32049 members 
Mstep: Class 11 contains 3738 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13375 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178590 members 
Mstep: Class 23 contains 127129 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059414.000000 Penalty: 17636.460938
Iteration 302Q: 31 clusters Score -2.305941e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12162 members 
Mstep: Class 10 contains 32041 members 
Mstep: Class 11 contains 3746 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13341 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178544 members 
Mstep: Class 23 contains 127073 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059418.000000 Penalty: 17636.460938
Iteration 303Q: 31 clusters Score -2.305942e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12166 members 
Mstep: Class 10 contains 32039 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13314 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178508 members 
Mstep: Class 23 contains 127012 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059464.000000 Penalty: 17636.460938
Iteration 304Q: 31 clusters Score -2.305946e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12169 members 
Mstep: Class 10 contains 32035 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4590 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13271 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178463 members 
Mstep: Class 23 contains 126983 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059474.000000 Penalty: 17636.460938
Iteration 305Q: 31 clusters Score -2.305947e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12169 members 
Mstep: Class 10 contains 32032 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4589 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13241 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178403 members 
Mstep: Class 23 contains 126971 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059458.000000 Penalty: 17636.460938
Iteration 306Q: 31 clusters Score -2.305946e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12166 members 
Mstep: Class 10 contains 32030 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178378 members 
Mstep: Class 23 contains 126940 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059486.000000 Penalty: 17636.460938
Iteration 307Q: 31 clusters Score -2.305949e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12161 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 3761 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4586 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13159 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178372 members 
Mstep: Class 23 contains 126894 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059538.000000 Penalty: 17636.460938
Iteration 308Q: 31 clusters Score -2.305954e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12157 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13130 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178364 members 
Mstep: Class 23 contains 126838 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 6925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059604.000000 Penalty: 17636.460938
Iteration 309Q: 31 clusters Score -2.30596e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12154 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4581 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13096 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178338 members 
Mstep: Class 23 contains 126788 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059632.000000 Penalty: 17636.460938
Iteration 310Q: 31 clusters Score -2.305963e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12150 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4576 members 
Mstep: Class 14 contains 4361 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13054 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178347 members 
Mstep: Class 23 contains 126712 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059718.000000 Penalty: 17636.460938
Iteration 311Q: 31 clusters Score -2.305972e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12148 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 13013 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178344 members 
Mstep: Class 23 contains 126645 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059758.000000 Penalty: 17636.460938
Iteration 312Q: 31 clusters Score -2.305976e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12148 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3785 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 12971 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178353 members 
Mstep: Class 23 contains 126582 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059820.000000 Penalty: 17636.460938
Iteration 313Q: 31 clusters Score -2.305982e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12142 members 
Mstep: Class 10 contains 32031 members 
Mstep: Class 11 contains 3789 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4567 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 12932 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178356 members 
Mstep: Class 23 contains 126532 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059860.000000 Penalty: 17636.460938
Iteration 314Q: 31 clusters Score -2.305986e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 4356 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178365 members 
Mstep: Class 23 contains 126463 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059886.000000 Penalty: 17636.460938
Iteration 315Q: 31 clusters Score -2.305989e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12138 members 
Mstep: Class 10 contains 32031 members 
Mstep: Class 11 contains 3803 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 12857 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178377 members 
Mstep: Class 23 contains 126383 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059856.000000 Penalty: 17636.460938
Iteration 316Q: 31 clusters Score -2.305986e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12131 members 
Mstep: Class 10 contains 32032 members 
Mstep: Class 11 contains 3814 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 4344 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178393 members 
Mstep: Class 23 contains 126305 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059940.000000 Penalty: 17636.460938
Iteration 317Q: 31 clusters Score -2.305994e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12124 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4555 members 
Mstep: Class 14 contains 4339 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 12792 members 
Mstep: Class 17 contains 2407 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178403 members 
Mstep: Class 23 contains 126209 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23059986.000000 Penalty: 17636.460938
Iteration 318Q: 31 clusters Score -2.305999e+07 nChanged 296
Entering ConstructFrom: 
Score: -23059986.000000 Penalty: 17636.460938
Entering ConstructFrom: 
Trying to split cluster 1 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -7669.114746 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -7669.115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7433.924805 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7433.925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7521.365234 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7521.365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7569.104004 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7569.104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7601.909180 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -7601.909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7613.163086 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -7613.163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7626.023926 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -7626.024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7628.432129 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -7628.432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7629.808594 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -7629.809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7630.024414 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -7630.024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7630.315430 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -7630.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7631.980957 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -7631.981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7632.778809 Penalty: 472.052094
	Iteration 11Q: 3 clusters Score -7632.779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7632.778809 Penalty: 472.052094
	Iteration 12F: 3 clusters Score -7632.779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -69563.882812 Penalty: 327.517365
	Iteration 0F: 2 clusters Score -69563.88 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 625 members 
Entering Unmasked Estep 
Score: -68554.789062 Penalty: 655.034729
	Iteration 0F: 3 clusters Score -68554.79 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68898.789062 Penalty: 655.034729
	Iteration 1F: 3 clusters Score -68898.79 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68986.976562 Penalty: 655.034729
	Iteration 2F: 3 clusters Score -68986.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69079.156250 Penalty: 655.034729
	Iteration 3F: 3 clusters Score -69079.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69159.343750 Penalty: 655.034729
	Iteration 4F: 3 clusters Score -69159.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69229.906250 Penalty: 655.034729
	Iteration 5Q: 3 clusters Score -69229.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -69279.187500 Penalty: 655.034729
	Iteration 6Q: 3 clusters Score -69279.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69305.296875 Penalty: 655.034729
	Iteration 7Q: 3 clusters Score -69305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -69319.679688 Penalty: 655.034729
	Iteration 8Q: 3 clusters Score -69319.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -69325.710938 Penalty: 655.034729
	Iteration 9Q: 3 clusters Score -69325.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -69328.351562 Penalty: 655.034729
	Iteration 10Q: 3 clusters Score -69328.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -69328.351562 Penalty: 655.034729
	Iteration 11F: 3 clusters Score -69328.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 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 809 members 
Entering Unmasked Estep 
Score: -92881.554688 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92881.55 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -93327.531250 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93327.53 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93405.054688 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93405.05 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -93488.531250 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -93488.53 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93570.804688 Penalty: 676.194336
	Iteration 4F: 3 clusters Score -93570.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93661.789062 Penalty: 676.194336
	Iteration 5F: 3 clusters Score -93661.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93722.609375 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93722.61 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93798.156250 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93798.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93855.664062 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93855.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -93893.093750 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93893.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -93925.414062 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93925.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -93939.710938 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93939.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -93946.234375 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93946.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -93948.132812 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93948.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -93949.500000 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -93951.585938 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93951.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -93953.398438 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -93955.625000 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93955.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -93957.179688 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93957.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -93958.328125 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93958.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -93959.015625 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93959.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -93960.351562 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93960.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -93961.078125 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93961.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -93961.078125 Penalty: 676.194336
	Iteration 23F: 3 clusters Score -93961.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6478.760742 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6478.761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6256.395996 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6256.396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6323.006836 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6323.007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6338.402344 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6338.402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6351.896484 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6351.896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6369.089844 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6369.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6376.474609 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6376.475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6384.216309 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6384.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6385.020996 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -6385.021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6385.020996 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -6385.021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -21023.443359 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -21023.44 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 169 members 
Entering Unmasked Estep 
Score: -20630.837891 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -20630.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20731.708984 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -20731.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20751.267578 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -20751.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20755.767578 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -20755.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20759.132812 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -20759.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20763.310547 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -20763.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20766.044922 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -20766.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20767.689453 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -20767.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20769.826172 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -20769.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20771.896484 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -20771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20772.097656 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -20772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20772.097656 Penalty: 533.071899
	Iteration 11F: 3 clusters Score -20772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -11649.790039 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -11649.79 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 109 members 
Entering Unmasked Estep 
Score: -11352.843750 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -11352.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11438.967773 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -11438.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11458.137695 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -11458.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11466.391602 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -11466.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11472.616211 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -11472.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11473.323242 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -11473.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11473.323242 Penalty: 490.405548
	Iteration 6F: 3 clusters Score -11473.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -69977.453125 Penalty: 323.126251
	Iteration 0F: 2 clusters Score -69977.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -69051.914062 Penalty: 646.252502
	Iteration 0F: 3 clusters Score -69051.91 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -69291.835938 Penalty: 646.252502
	Iteration 1F: 3 clusters Score -69291.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -69348.585938 Penalty: 646.252502
	Iteration 2F: 3 clusters Score -69348.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -69409.945312 Penalty: 646.252502
	Iteration 3F: 3 clusters Score -69409.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -69479.500000 Penalty: 646.252502
	Iteration 4F: 3 clusters Score -69479.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -69542.304688 Penalty: 646.252502
	Iteration 5F: 3 clusters Score -69542.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -69592.585938 Penalty: 646.252502
	Iteration 6F: 3 clusters Score -69592.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -69631.117188 Penalty: 646.252502
	Iteration 7Q: 3 clusters Score -69631.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -69663.648438 Penalty: 646.252502
	Iteration 8Q: 3 clusters Score -69663.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -69675.156250 Penalty: 646.252502
	Iteration 9Q: 3 clusters Score -69675.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -69682.554688 Penalty: 646.252502
	Iteration 10Q: 3 clusters Score -69682.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -69691.429688 Penalty: 646.252502
	Iteration 11Q: 3 clusters Score -69691.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -69697.265625 Penalty: 646.252502
	Iteration 12Q: 3 clusters Score -69697.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -69711.820312 Penalty: 646.252502
	Iteration 13Q: 3 clusters Score -69711.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -69728.046875 Penalty: 646.252502
	Iteration 14Q: 3 clusters Score -69728.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -69736.093750 Penalty: 646.252502
	Iteration 15Q: 3 clusters Score -69736.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -69739.328125 Penalty: 646.252502
	Iteration 16Q: 3 clusters Score -69739.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -69741.421875 Penalty: 646.252502
	Iteration 17Q: 3 clusters Score -69741.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -69745.382812 Penalty: 646.252502
	Iteration 18Q: 3 clusters Score -69745.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -69745.859375 Penalty: 646.252502
	Iteration 19Q: 3 clusters Score -69745.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -69745.859375 Penalty: 646.252502
	Iteration 20F: 3 clusters Score -69745.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Entering Unmasked Estep 
Score: -385234.656250 Penalty: 402.926208
	Iteration 0F: 2 clusters Score -385234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -380555.531250 Penalty: 805.852417
	Iteration 0F: 3 clusters Score -380555.5 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -382239.781250 Penalty: 805.852417
	Iteration 1F: 3 clusters Score -382239.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -382445.812500 Penalty: 805.852417
	Iteration 2F: 3 clusters Score -382445.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -382742.031250 Penalty: 805.852417
	Iteration 3F: 3 clusters Score -382742 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -383201.375000 Penalty: 805.852417
	Iteration 4F: 3 clusters Score -383201.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -383796.531250 Penalty: 805.852417
	Iteration 5F: 3 clusters Score -383796.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -384340.812500 Penalty: 805.852417
	Iteration 6F: 3 clusters Score -384340.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -384651.968750 Penalty: 805.852417
	Iteration 7Q: 3 clusters Score -384652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -384784.218750 Penalty: 805.852417
	Iteration 8Q: 3 clusters Score -384784.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -384832.218750 Penalty: 805.852417
	Iteration 9Q: 3 clusters Score -384832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -384852.906250 Penalty: 805.852417
	Iteration 10Q: 3 clusters Score -384852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -384872.875000 Penalty: 805.852417
	Iteration 11Q: 3 clusters Score -384872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -384884.406250 Penalty: 805.852417
	Iteration 12Q: 3 clusters Score -384884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -384884.406250 Penalty: 805.852417
	Iteration 13F: 3 clusters Score -384884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Entering Unmasked Estep 
Score: -702966.375000 Penalty: 427.796326
	Iteration 0F: 2 clusters Score -702966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -694943.125000 Penalty: 855.592651
	Iteration 0F: 3 clusters Score -694943.1 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -698135.062500 Penalty: 855.592651
	Iteration 1F: 3 clusters Score -698135.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -698408.250000 Penalty: 855.592651
	Iteration 2F: 3 clusters Score -698408.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -698750.812500 Penalty: 855.592651
	Iteration 3F: 3 clusters Score -698750.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -699204.250000 Penalty: 855.592651
	Iteration 4F: 3 clusters Score -699204.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -699854.312500 Penalty: 855.592651
	Iteration 5F: 3 clusters Score -699854.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -700708.500000 Penalty: 855.592651
	Iteration 6F: 3 clusters Score -700708.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -701457.500000 Penalty: 855.592651
	Iteration 7F: 3 clusters Score -701457.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -701835.375000 Penalty: 855.592651
	Iteration 8Q: 3 clusters Score -701835.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -702041.875000 Penalty: 855.592651
	Iteration 9Q: 3 clusters Score -702041.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -702191.937500 Penalty: 855.592651
	Iteration 10Q: 3 clusters Score -702191.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -702296.000000 Penalty: 855.592651
	Iteration 11Q: 3 clusters Score -702296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -702363.312500 Penalty: 855.592651
	Iteration 12Q: 3 clusters Score -702363.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -702417.125000 Penalty: 855.592651
	Iteration 13Q: 3 clusters Score -702417.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -702456.937500 Penalty: 855.592651
	Iteration 14Q: 3 clusters Score -702456.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -702487.562500 Penalty: 855.592651
	Iteration 15Q: 3 clusters Score -702487.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -702513.187500 Penalty: 855.592651
	Iteration 16Q: 3 clusters Score -702513.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -702532.187500 Penalty: 855.592651
	Iteration 17Q: 3 clusters Score -702532.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -702547.125000 Penalty: 855.592651
	Iteration 18Q: 3 clusters Score -702547.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -702556.500000 Penalty: 855.592651
	Iteration 19Q: 3 clusters Score -702556.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -702564.187500 Penalty: 855.592651
	Iteration 20F: 3 clusters Score -702564.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -702576.500000 Penalty: 855.592651
	Iteration 21Q: 3 clusters Score -702576.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -702587.625000 Penalty: 855.592651
	Iteration 22Q: 3 clusters Score -702587.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -702598.687500 Penalty: 855.592651
	Iteration 23Q: 3 clusters Score -702598.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -702604.187500 Penalty: 855.592651
	Iteration 24Q: 3 clusters Score -702604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -702610.875000 Penalty: 855.592651
	Iteration 25Q: 3 clusters Score -702610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -702610.750000 Penalty: 855.592651
	Iteration 26Q: 3 clusters Score -702610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -702613.500000 Penalty: 855.592651
	Iteration 27Q: 3 clusters Score -702613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -702617.375000 Penalty: 855.592651
	Iteration 28Q: 3 clusters Score -702617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -702622.187500 Penalty: 855.592651
	Iteration 29Q: 3 clusters Score -702622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -702623.937500 Penalty: 855.592651
	Iteration 30Q: 3 clusters Score -702623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -702625.937500 Penalty: 855.592651
	Iteration 31Q: 3 clusters Score -702625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -702625.812500 Penalty: 855.592651
	Iteration 32Q: 3 clusters Score -702625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -702625.812500 Penalty: 855.592651
	Iteration 33F: 3 clusters Score -702625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Entering Unmasked Estep 
Score: -1797964.500000 Penalty: 472.032227
	Iteration 0F: 2 clusters Score -1797964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1776596.625000 Penalty: 944.064453
	Iteration 0F: 3 clusters Score -1776597 nChanged 15320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1785420.875000 Penalty: 944.064453
	Iteration 1F: 3 clusters Score -1785421 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1785702.875000 Penalty: 944.064453
	Iteration 2Q: 3 clusters Score -1785703 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1786058.250000 Penalty: 944.064453
	Iteration 3Q: 3 clusters Score -1786058 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1786586.500000 Penalty: 944.064453
	Iteration 4Q: 3 clusters Score -1786586 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1787410.250000 Penalty: 944.064453
	Iteration 5F: 3 clusters Score -1787410 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1788586.000000 Penalty: 944.064453
	Iteration 6F: 3 clusters Score -1788586 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1790076.875000 Penalty: 944.064453
	Iteration 7F: 3 clusters Score -1790077 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1791704.375000 Penalty: 944.064453
	Iteration 8F: 3 clusters Score -1791704 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1793038.875000 Penalty: 944.064453
	Iteration 9F: 3 clusters Score -1793039 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1793963.375000 Penalty: 944.064453
	Iteration 10Q: 3 clusters Score -1793963 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1794611.000000 Penalty: 944.064453
	Iteration 11Q: 3 clusters Score -1794611 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1795148.875000 Penalty: 944.064453
	Iteration 12Q: 3 clusters Score -1795149 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1795680.375000 Penalty: 944.064453
	Iteration 13Q: 3 clusters Score -1795680 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1796148.375000 Penalty: 944.064453
	Iteration 14Q: 3 clusters Score -1796148 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1796577.375000 Penalty: 944.064453
	Iteration 15Q: 3 clusters Score -1796577 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1796897.500000 Penalty: 944.064453
	Iteration 16Q: 3 clusters Score -1796898 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1797138.125000 Penalty: 944.064453
	Iteration 17Q: 3 clusters Score -1797138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1797297.375000 Penalty: 944.064453
	Iteration 18Q: 3 clusters Score -1797297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1797391.250000 Penalty: 944.064453
	Iteration 19Q: 3 clusters Score -1797391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1797446.750000 Penalty: 944.064453
	Iteration 20F: 3 clusters Score -1797447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1797488.625000 Penalty: 944.064453
	Iteration 21Q: 3 clusters Score -1797489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1797509.750000 Penalty: 944.064453
	Iteration 22Q: 3 clusters Score -1797510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1797524.125000 Penalty: 944.064453
	Iteration 23Q: 3 clusters Score -1797524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1797536.125000 Penalty: 944.064453
	Iteration 24Q: 3 clusters Score -1797536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1797542.000000 Penalty: 944.064453
	Iteration 25Q: 3 clusters Score -1797542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1797544.250000 Penalty: 944.064453
	Iteration 26Q: 3 clusters Score -1797544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1797547.125000 Penalty: 944.064453
	Iteration 27Q: 3 clusters Score -1797547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1797550.625000 Penalty: 944.064453
	Iteration 28Q: 3 clusters Score -1797551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1797551.500000 Penalty: 944.064453
	Iteration 29Q: 3 clusters Score -1797552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1797554.875000 Penalty: 944.064453
	Iteration 30Q: 3 clusters Score -1797555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1797554.875000 Penalty: 944.064453
	Iteration 31F: 3 clusters Score -1797555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -234529.906250 Penalty: 375.462555
	Iteration 0F: 2 clusters Score -234529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -231819.265625 Penalty: 750.925110
	Iteration 0F: 3 clusters Score -231819.3 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -232837.593750 Penalty: 750.925110
	Iteration 1F: 3 clusters Score -232837.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -232955.265625 Penalty: 750.925110
	Iteration 2F: 3 clusters Score -232955.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -233071.500000 Penalty: 750.925110
	Iteration 3F: 3 clusters Score -233071.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -233183.140625 Penalty: 750.925110
	Iteration 4F: 3 clusters Score -233183.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -233291.500000 Penalty: 750.925110
	Iteration 5Q: 3 clusters Score -233291.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -233409.156250 Penalty: 750.925110
	Iteration 6Q: 3 clusters Score -233409.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -233514.671875 Penalty: 750.925110
	Iteration 7Q: 3 clusters Score -233514.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -233621.406250 Penalty: 750.925110
	Iteration 8Q: 3 clusters Score -233621.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -233715.546875 Penalty: 750.925110
	Iteration 9Q: 3 clusters Score -233715.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -233780.812500 Penalty: 750.925110
	Iteration 10Q: 3 clusters Score -233780.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -233848.640625 Penalty: 750.925110
	Iteration 11Q: 3 clusters Score -233848.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -233907.625000 Penalty: 750.925110
	Iteration 12Q: 3 clusters Score -233907.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -233945.281250 Penalty: 750.925110
	Iteration 13Q: 3 clusters Score -233945.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -233977.359375 Penalty: 750.925110
	Iteration 14Q: 3 clusters Score -233977.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -234003.640625 Penalty: 750.925110
	Iteration 15Q: 3 clusters Score -234003.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -234033.000000 Penalty: 750.925110
	Iteration 16Q: 3 clusters Score -234033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -234053.921875 Penalty: 750.925110
	Iteration 17Q: 3 clusters Score -234053.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -234066.796875 Penalty: 750.925110
	Iteration 18Q: 3 clusters Score -234066.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -234077.171875 Penalty: 750.925110
	Iteration 19Q: 3 clusters Score -234077.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -234086.234375 Penalty: 750.925110
	Iteration 20F: 3 clusters Score -234086.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -234099.875000 Penalty: 750.925110
	Iteration 21Q: 3 clusters Score -234099.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -234111.578125 Penalty: 750.925110
	Iteration 22Q: 3 clusters Score -234111.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -234121.343750 Penalty: 750.925110
	Iteration 23Q: 3 clusters Score -234121.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -234127.296875 Penalty: 750.925110
	Iteration 24Q: 3 clusters Score -234127.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -234132.484375 Penalty: 750.925110
	Iteration 25Q: 3 clusters Score -234132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -234135.671875 Penalty: 750.925110
	Iteration 26Q: 3 clusters Score -234135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -234142.359375 Penalty: 750.925110
	Iteration 27Q: 3 clusters Score -234142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -234147.031250 Penalty: 750.925110
	Iteration 28Q: 3 clusters Score -234147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -234150.937500 Penalty: 750.925110
	Iteration 29Q: 3 clusters Score -234150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -234156.703125 Penalty: 750.925110
	Iteration 30Q: 3 clusters Score -234156.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -234162.828125 Penalty: 750.925110
	Iteration 31Q: 3 clusters Score -234162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -234166.343750 Penalty: 750.925110
	Iteration 32Q: 3 clusters Score -234166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -234168.000000 Penalty: 750.925110
	Iteration 33Q: 3 clusters Score -234168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -234170.000000 Penalty: 750.925110
	Iteration 34Q: 3 clusters Score -234170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -234173.171875 Penalty: 750.925110
	Iteration 35Q: 3 clusters Score -234173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -234174.781250 Penalty: 750.925110
	Iteration 36Q: 3 clusters Score -234174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -234177.515625 Penalty: 750.925110
	Iteration 37Q: 3 clusters Score -234177.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -234179.875000 Penalty: 750.925110
	Iteration 38Q: 3 clusters Score -234179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -234183.593750 Penalty: 750.925110
	Iteration 39Q: 3 clusters Score -234183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -234187.031250 Penalty: 750.925110
	Iteration 40F: 3 clusters Score -234187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -234188.093750 Penalty: 750.925110
	Iteration 41Q: 3 clusters Score -234188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -234191.453125 Penalty: 750.925110
	Iteration 42Q: 3 clusters Score -234191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -234192.921875 Penalty: 750.925110
	Iteration 43Q: 3 clusters Score -234192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -234193.890625 Penalty: 750.925110
	Iteration 44Q: 3 clusters Score -234193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -234194.625000 Penalty: 750.925110
	Iteration 45Q: 3 clusters Score -234194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -234194.937500 Penalty: 750.925110
	Iteration 46Q: 3 clusters Score -234194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -234195.250000 Penalty: 750.925110
	Iteration 47Q: 3 clusters Score -234195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -234195.687500 Penalty: 750.925110
	Iteration 48Q: 3 clusters Score -234195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -234196.593750 Penalty: 750.925110
	Iteration 49Q: 3 clusters Score -234196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -234197.218750 Penalty: 750.925110
	Iteration 50Q: 3 clusters Score -234197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -234198.546875 Penalty: 750.925110
	Iteration 51Q: 3 clusters Score -234198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -234199.359375 Penalty: 750.925110
	Iteration 52Q: 3 clusters Score -234199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -234200.078125 Penalty: 750.925110
	Iteration 53Q: 3 clusters Score -234200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -234200.203125 Penalty: 750.925110
	Iteration 54Q: 3 clusters Score -234200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -234200.921875 Penalty: 750.925110
	Iteration 55Q: 3 clusters Score -234200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -234201.328125 Penalty: 750.925110
	Iteration 56Q: 3 clusters Score -234201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -234201.484375 Penalty: 750.925110
	Iteration 57Q: 3 clusters Score -234201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -234202.109375 Penalty: 750.925110
	Iteration 58Q: 3 clusters Score -234202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -234203.703125 Penalty: 750.925110
	Iteration 59Q: 3 clusters Score -234203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -234204.437500 Penalty: 750.925110
	Iteration 60F: 3 clusters Score -234204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -234204.703125 Penalty: 750.925110
	Iteration 61Q: 3 clusters Score -234204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -234204.953125 Penalty: 750.925110
	Iteration 62Q: 3 clusters Score -234205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -234207.484375 Penalty: 750.925110
	Iteration 63Q: 3 clusters Score -234207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -234208.468750 Penalty: 750.925110
	Iteration 64Q: 3 clusters Score -234208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -234208.828125 Penalty: 750.925110
	Iteration 65Q: 3 clusters Score -234208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -234208.828125 Penalty: 750.925110
	Iteration 66F: 3 clusters Score -234208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -12653.776367 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -12653.78 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 143 members 
Entering Unmasked Estep 
Score: -12353.183594 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -12353.18 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12451.536133 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -12451.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12477.811523 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -12477.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12500.250977 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -12500.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12506.984375 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -12506.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12511.393555 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -12511.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12512.656250 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -12512.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12513.932617 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -12513.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12515.170898 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -12515.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12515.357422 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -12515.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12515.357422 Penalty: 509.792816
	Iteration 10F: 3 clusters Score -12515.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -260011.250000 Penalty: 383.251160
	Iteration 0F: 2 clusters Score -260011.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -256867.609375 Penalty: 766.502319
	Iteration 0F: 3 clusters Score -256867.6 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -257987.234375 Penalty: 766.502319
	Iteration 1F: 3 clusters Score -257987.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -258095.000000 Penalty: 766.502319
	Iteration 2F: 3 clusters Score -258095 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -258205.390625 Penalty: 766.502319
	Iteration 3F: 3 clusters Score -258205.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -258336.250000 Penalty: 766.502319
	Iteration 4F: 3 clusters Score -258336.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -258514.312500 Penalty: 766.502319
	Iteration 5F: 3 clusters Score -258514.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -258795.375000 Penalty: 766.502319
	Iteration 6F: 3 clusters Score -258795.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -259088.859375 Penalty: 766.502319
	Iteration 7F: 3 clusters Score -259088.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -259321.000000 Penalty: 766.502319
	Iteration 8F: 3 clusters Score -259321 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -259502.468750 Penalty: 766.502319
	Iteration 9Q: 3 clusters Score -259502.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -259677.421875 Penalty: 766.502319
	Iteration 10Q: 3 clusters Score -259677.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -259744.000000 Penalty: 766.502319
	Iteration 11Q: 3 clusters Score -259744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -259764.265625 Penalty: 766.502319
	Iteration 12Q: 3 clusters Score -259764.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -259772.750000 Penalty: 766.502319
	Iteration 13Q: 3 clusters Score -259772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -259779.234375 Penalty: 766.502319
	Iteration 14Q: 3 clusters Score -259779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -259782.062500 Penalty: 766.502319
	Iteration 15Q: 3 clusters Score -259782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -259784.328125 Penalty: 766.502319
	Iteration 16Q: 3 clusters Score -259784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -259785.656250 Penalty: 766.502319
	Iteration 17Q: 3 clusters Score -259785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -259786.640625 Penalty: 766.502319
	Iteration 18Q: 3 clusters Score -259786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -259787.062500 Penalty: 766.502319
	Iteration 19Q: 3 clusters Score -259787.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -259787.062500 Penalty: 766.502319
	Iteration 20F: 3 clusters Score -259787.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -244972.328125 Penalty: 381.038666
	Iteration 0F: 2 clusters Score -244972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -242010.671875 Penalty: 762.077332
	Iteration 0F: 3 clusters Score -242010.7 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -242985.953125 Penalty: 762.077332
	Iteration 1F: 3 clusters Score -242986 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -243103.968750 Penalty: 762.077332
	Iteration 2F: 3 clusters Score -243104 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -243249.406250 Penalty: 762.077332
	Iteration 3F: 3 clusters Score -243249.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -243421.531250 Penalty: 762.077332
	Iteration 4F: 3 clusters Score -243421.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -243660.421875 Penalty: 762.077332
	Iteration 5F: 3 clusters Score -243660.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -243918.750000 Penalty: 762.077332
	Iteration 6F: 3 clusters Score -243918.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -244147.062500 Penalty: 762.077332
	Iteration 7F: 3 clusters Score -244147.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -244296.875000 Penalty: 762.077332
	Iteration 8Q: 3 clusters Score -244296.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -244401.406250 Penalty: 762.077332
	Iteration 9Q: 3 clusters Score -244401.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -244486.171875 Penalty: 762.077332
	Iteration 10Q: 3 clusters Score -244486.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -244556.812500 Penalty: 762.077332
	Iteration 11Q: 3 clusters Score -244556.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -244603.703125 Penalty: 762.077332
	Iteration 12Q: 3 clusters Score -244603.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -244642.015625 Penalty: 762.077332
	Iteration 13Q: 3 clusters Score -244642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -244674.968750 Penalty: 762.077332
	Iteration 14Q: 3 clusters Score -244675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -244700.421875 Penalty: 762.077332
	Iteration 15Q: 3 clusters Score -244700.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -244710.984375 Penalty: 762.077332
	Iteration 16Q: 3 clusters Score -244711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -244716.406250 Penalty: 762.077332
	Iteration 17Q: 3 clusters Score -244716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -244720.343750 Penalty: 762.077332
	Iteration 18Q: 3 clusters Score -244720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -244721.984375 Penalty: 762.077332
	Iteration 19Q: 3 clusters Score -244722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -244722.625000 Penalty: 762.077332
	Iteration 20F: 3 clusters Score -244722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -244724.890625 Penalty: 762.077332
	Iteration 21Q: 3 clusters Score -244724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -244727.484375 Penalty: 762.077332
	Iteration 22Q: 3 clusters Score -244727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -244732.234375 Penalty: 762.077332
	Iteration 23Q: 3 clusters Score -244732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -244736.687500 Penalty: 762.077332
	Iteration 24Q: 3 clusters Score -244736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -244739.359375 Penalty: 762.077332
	Iteration 25Q: 3 clusters Score -244739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -244740.984375 Penalty: 762.077332
	Iteration 26Q: 3 clusters Score -244741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -244741.437500 Penalty: 762.077332
	Iteration 27Q: 3 clusters Score -244741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -244741.875000 Penalty: 762.077332
	Iteration 28Q: 3 clusters Score -244741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -244741.875000 Penalty: 762.077332
	Iteration 29F: 3 clusters Score -244741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -11322.496094 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -11322.5 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 120 members 
Entering Unmasked Estep 
Score: -11006.875000 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -11006.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11107.626953 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -11107.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11178.518555 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -11178.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11255.794922 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -11255.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11316.541016 Penalty: 497.976624
	Iteration 4F: 3 clusters Score -11316.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11370.661133 Penalty: 497.976624
	Iteration 5F: 3 clusters Score -11370.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11441.763672 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -11441.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11446.220703 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -11446.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11452.757812 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -11452.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11465.598633 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -11465.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11505.092773 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -11505.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11524.863281 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -11524.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11527.968750 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -11527.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11528.548828 Penalty: 497.976624
	Iteration 13Q: 3 clusters Score -11528.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11529.486328 Penalty: 497.976624
	Iteration 14Q: 3 clusters Score -11529.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11532.521484 Penalty: 497.976624
	Iteration 15Q: 3 clusters Score -11532.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11544.472656 Penalty: 497.976624
	Iteration 16Q: 3 clusters Score -11544.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11561.214844 Penalty: 497.976624
	Iteration 17Q: 3 clusters Score -11561.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11573.484375 Penalty: 497.976624
	Iteration 18Q: 3 clusters Score -11573.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11580.189453 Penalty: 497.976624
	Iteration 19Q: 3 clusters Score -11580.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11588.818359 Penalty: 497.976624
	Iteration 20F: 3 clusters Score -11588.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11602.631836 Penalty: 497.976624
	Iteration 21Q: 3 clusters Score -11602.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11621.542969 Penalty: 497.976624
	Iteration 22Q: 3 clusters Score -11621.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11644.431641 Penalty: 497.976624
	Iteration 23Q: 3 clusters Score -11644.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11653.019531 Penalty: 497.976624
	Iteration 24Q: 3 clusters Score -11653.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11660.409180 Penalty: 497.976624
	Iteration 25Q: 3 clusters Score -11660.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11661.212891 Penalty: 497.976624
	Iteration 26Q: 3 clusters Score -11661.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11661.212891 Penalty: 497.976624
	Iteration 27F: 3 clusters Score -11661.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12114 members 
Mstep: Class 10 contains 32027 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4551 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178417 members 
Mstep: Class 23 contains 126122 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7988 members 
Mstep: Class 31 contains 98 members 
Entering Unmasked Estep 
Score: -23060082.000000 Penalty: 18224.343750
Splitting cluster 15 changes total score from -23059986.000000 to -23060082.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (12759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Entering Unmasked Estep 
Score: -806823.750000 Penalty: 430.156616
	Iteration 0F: 2 clusters Score -806823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -798296.062500 Penalty: 860.313232
	Iteration 0F: 3 clusters Score -798296.1 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -801940.250000 Penalty: 860.313232
	Iteration 1F: 3 clusters Score -801940.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -802488.687500 Penalty: 860.313232
	Iteration 2F: 3 clusters Score -802488.7 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -803113.562500 Penalty: 860.313232
	Iteration 3F: 3 clusters Score -803113.6 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -803838.812500 Penalty: 860.313232
	Iteration 4F: 3 clusters Score -803838.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -804516.562500 Penalty: 860.313232
	Iteration 5F: 3 clusters Score -804516.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -804958.875000 Penalty: 860.313232
	Iteration 6Q: 3 clusters Score -804958.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -805177.562500 Penalty: 860.313232
	Iteration 7Q: 3 clusters Score -805177.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -805295.062500 Penalty: 860.313232
	Iteration 8Q: 3 clusters Score -805295.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -805375.812500 Penalty: 860.313232
	Iteration 9Q: 3 clusters Score -805375.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -805441.437500 Penalty: 860.313232
	Iteration 10Q: 3 clusters Score -805441.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -805514.750000 Penalty: 860.313232
	Iteration 11Q: 3 clusters Score -805514.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -805586.750000 Penalty: 860.313232
	Iteration 12Q: 3 clusters Score -805586.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -805680.125000 Penalty: 860.313232
	Iteration 13Q: 3 clusters Score -805680.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -805782.937500 Penalty: 860.313232
	Iteration 14Q: 3 clusters Score -805782.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -805883.250000 Penalty: 860.313232
	Iteration 15Q: 3 clusters Score -805883.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -805950.500000 Penalty: 860.313232
	Iteration 16Q: 3 clusters Score -805950.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -806005.062500 Penalty: 860.313232
	Iteration 17Q: 3 clusters Score -806005.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -806061.062500 Penalty: 860.313232
	Iteration 18Q: 3 clusters Score -806061.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -806109.750000 Penalty: 860.313232
	Iteration 19Q: 3 clusters Score -806109.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -806157.625000 Penalty: 860.313232
	Iteration 20F: 3 clusters Score -806157.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -806196.437500 Penalty: 860.313232
	Iteration 21Q: 3 clusters Score -806196.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -806228.812500 Penalty: 860.313232
	Iteration 22Q: 3 clusters Score -806228.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -806259.187500 Penalty: 860.313232
	Iteration 23Q: 3 clusters Score -806259.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -806289.187500 Penalty: 860.313232
	Iteration 24Q: 3 clusters Score -806289.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -806320.625000 Penalty: 860.313232
	Iteration 25Q: 3 clusters Score -806320.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -806348.000000 Penalty: 860.313232
	Iteration 26Q: 3 clusters Score -806348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -806362.687500 Penalty: 860.313232
	Iteration 27Q: 3 clusters Score -806362.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -806382.375000 Penalty: 860.313232
	Iteration 28Q: 3 clusters Score -806382.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -806399.500000 Penalty: 860.313232
	Iteration 29Q: 3 clusters Score -806399.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -806410.000000 Penalty: 860.313232
	Iteration 30Q: 3 clusters Score -806410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -806423.937500 Penalty: 860.313232
	Iteration 31Q: 3 clusters Score -806423.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -806434.000000 Penalty: 860.313232
	Iteration 32Q: 3 clusters Score -806434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -806442.812500 Penalty: 860.313232
	Iteration 33Q: 3 clusters Score -806442.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -806449.312500 Penalty: 860.313232
	Iteration 34Q: 3 clusters Score -806449.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -806452.562500 Penalty: 860.313232
	Iteration 35Q: 3 clusters Score -806452.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -806457.187500 Penalty: 860.313232
	Iteration 36Q: 3 clusters Score -806457.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -806464.437500 Penalty: 860.313232
	Iteration 37Q: 3 clusters Score -806464.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -806465.875000 Penalty: 860.313232
	Iteration 38Q: 3 clusters Score -806465.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -806472.562500 Penalty: 860.313232
	Iteration 39Q: 3 clusters Score -806472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -806474.375000 Penalty: 860.313232
	Iteration 40F: 3 clusters Score -806474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -806474.250000 Penalty: 860.313232
	Iteration 41Q: 3 clusters Score -806474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -806476.312500 Penalty: 860.313232
	Iteration 42Q: 3 clusters Score -806476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -806476.437500 Penalty: 860.313232
	Iteration 43Q: 3 clusters Score -806476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -806478.187500 Penalty: 860.313232
	Iteration 44Q: 3 clusters Score -806478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -806480.750000 Penalty: 860.313232
	Iteration 45Q: 3 clusters Score -806480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -806480.500000 Penalty: 860.313232
	Iteration 46Q: 3 clusters Score -806480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -806481.437500 Penalty: 860.313232
	Iteration 47Q: 3 clusters Score -806481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -806481.250000 Penalty: 860.313232
	Iteration 48Q: 3 clusters Score -806481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -806481.000000 Penalty: 860.313232
	Iteration 49Q: 3 clusters Score -806481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -806480.562500 Penalty: 860.313232
	Iteration 50Q: 3 clusters Score -806480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -806480.562500 Penalty: 860.313232
	Iteration 51Q: 3 clusters Score -806480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -806480.562500 Penalty: 860.313232
	Iteration 52F: 3 clusters Score -806480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -129569.445312 Penalty: 354.250305
	Iteration 0F: 2 clusters Score -129569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -127881.601562 Penalty: 708.500610
	Iteration 0F: 3 clusters Score -127881.6 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -128463.625000 Penalty: 708.500610
	Iteration 1F: 3 clusters Score -128463.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -128564.078125 Penalty: 708.500610
	Iteration 2F: 3 clusters Score -128564.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -128648.265625 Penalty: 708.500610
	Iteration 3F: 3 clusters Score -128648.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -128708.507812 Penalty: 708.500610
	Iteration 4Q: 3 clusters Score -128708.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -128749.476562 Penalty: 708.500610
	Iteration 5Q: 3 clusters Score -128749.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -128803.953125 Penalty: 708.500610
	Iteration 6Q: 3 clusters Score -128804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -128876.187500 Penalty: 708.500610
	Iteration 7Q: 3 clusters Score -128876.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -128944.523438 Penalty: 708.500610
	Iteration 8Q: 3 clusters Score -128944.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -128993.429688 Penalty: 708.500610
	Iteration 9Q: 3 clusters Score -128993.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -129025.500000 Penalty: 708.500610
	Iteration 10Q: 3 clusters Score -129025.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -129050.179688 Penalty: 708.500610
	Iteration 11Q: 3 clusters Score -129050.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -129070.882812 Penalty: 708.500610
	Iteration 12Q: 3 clusters Score -129070.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -129082.445312 Penalty: 708.500610
	Iteration 13Q: 3 clusters Score -129082.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -129094.953125 Penalty: 708.500610
	Iteration 14Q: 3 clusters Score -129095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -129103.015625 Penalty: 708.500610
	Iteration 15Q: 3 clusters Score -129103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -129106.320312 Penalty: 708.500610
	Iteration 16Q: 3 clusters Score -129106.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -129112.054688 Penalty: 708.500610
	Iteration 17Q: 3 clusters Score -129112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -129118.898438 Penalty: 708.500610
	Iteration 18Q: 3 clusters Score -129118.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -129123.875000 Penalty: 708.500610
	Iteration 19Q: 3 clusters Score -129123.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -129128.289062 Penalty: 708.500610
	Iteration 20F: 3 clusters Score -129128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -129132.468750 Penalty: 708.500610
	Iteration 21Q: 3 clusters Score -129132.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -129134.492188 Penalty: 708.500610
	Iteration 22Q: 3 clusters Score -129134.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -129136.757812 Penalty: 708.500610
	Iteration 23Q: 3 clusters Score -129136.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -129138.023438 Penalty: 708.500610
	Iteration 24Q: 3 clusters Score -129138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -129138.062500 Penalty: 708.500610
	Iteration 25Q: 3 clusters Score -129138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -129138.414062 Penalty: 708.500610
	Iteration 26Q: 3 clusters Score -129138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -129138.406250 Penalty: 708.500610
	Iteration 27Q: 3 clusters Score -129138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -129138.351562 Penalty: 708.500610
	Iteration 28Q: 3 clusters Score -129138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -129138.351562 Penalty: 708.500610
	Iteration 29F: 3 clusters Score -129138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -54583.312500 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54583.31 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -54853.195312 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54853.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -54926.730469 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54926.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -54969.917969 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -54969.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -55008.367188 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -55008.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -55027.757812 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -55027.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -55045.343750 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -55045.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -55055.156250 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -55055.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -55065.300781 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -55065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55078.460938 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -55078.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -55083.640625 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -55083.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -55091.457031 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -55091.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -55099.839844 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -55099.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -55101.886719 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -55101.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55106.066406 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -55106.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -55109.707031 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -55109.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -55114.789062 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -55114.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -55120.847656 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -55120.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -55127.492188 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -55127.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -55135.113281 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -55135.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -55139.531250 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55139.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -55141.925781 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55141.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -55144.335938 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -55144.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -55145.019531 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -55145.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -55145.449219 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -55145.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -55145.777344 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -55145.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -55146.281250 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -55146.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -55146.875000 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -55146.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -55146.875000 Penalty: 627.599182
	Iteration 28F: 3 clusters Score -55146.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 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 683 members 
Entering Unmasked Estep 
Score: -76141.304688 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76141.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -76451.953125 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76451.95 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -76508.796875 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76508.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -76543.992188 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76543.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -76561.867188 Penalty: 657.054016
	Iteration 4Q: 3 clusters Score -76561.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -76571.054688 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76571.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -76575.218750 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76575.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -76577.539062 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76577.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -76580.343750 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76580.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -76583.617188 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76583.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -76589.328125 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76589.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -76596.117188 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76596.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -76599.968750 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76599.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -76604.570312 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76604.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -76605.726562 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76605.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -76606.062500 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76606.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -76606.351562 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76606.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -76606.679688 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76606.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -76606.968750 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76606.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -76607.281250 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -76607.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -76607.421875 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -76607.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -76607.921875 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -76607.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -76609.343750 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -76609.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -76610.515625 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -76610.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -76610.937500 Penalty: 657.054016
	Iteration 24Q: 3 clusters Score -76610.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -76611.101562 Penalty: 657.054016
	Iteration 25Q: 3 clusters Score -76611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -76611.101562 Penalty: 657.054016
	Iteration 26F: 3 clusters Score -76611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7366.642578 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7366.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7132.746094 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7132.746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7193.328613 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7193.329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7206.353516 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7206.354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7224.197266 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -7224.197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7230.800293 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7238.317383 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7238.317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7244.108398 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7244.108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7249.331055 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7249.331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7255.011719 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7255.012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7255.011719 Penalty: 454.746338
	Iteration 9F: 3 clusters Score -7255.012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 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 369 members 
Entering Unmasked Estep 
Score: -39973.867188 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -39973.87 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40201.453125 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40201.45 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40278.726562 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40278.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40325.117188 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40325.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40368.265625 Penalty: 601.573303
	Iteration 4Q: 3 clusters Score -40368.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40420.652344 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40420.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40453.058594 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40453.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40486.089844 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40486.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40514.882812 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40514.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40529.109375 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40529.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40536.300781 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40536.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40552.476562 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40552.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40562.246094 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40562.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40567.007812 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40567.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40569.667969 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40569.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40570.855469 Penalty: 601.573303
	Iteration 15Q: 3 clusters Score -40570.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40571.175781 Penalty: 601.573303
	Iteration 16Q: 3 clusters Score -40571.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40571.175781 Penalty: 601.573303
	Iteration 17F: 3 clusters Score -40571.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (178417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178417 members 
Entering Unmasked Estep 
Score: -10402028.000000 Penalty: 550.180481
	Iteration 0F: 2 clusters Score -1.040203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -10288781.000000 Penalty: 1100.360962
	Iteration 0F: 3 clusters Score -1.028878e+07 nChanged 87695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -10341661.000000 Penalty: 1100.360962
	Iteration 1F: 3 clusters Score -1.034166e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -10343537.000000 Penalty: 1100.360962
	Iteration 2Q: 3 clusters Score -1.034354e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -10346363.000000 Penalty: 1100.360962
	Iteration 3Q: 3 clusters Score -1.034636e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -10350475.000000 Penalty: 1100.360962
	Iteration 4Q: 3 clusters Score -1.035048e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116166 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -10356624.000000 Penalty: 1100.360962
	Iteration 5F: 3 clusters Score -1.035662e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125635 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -10364788.000000 Penalty: 1100.360962
	Iteration 6F: 3 clusters Score -1.036479e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -10373426.000000 Penalty: 1100.360962
	Iteration 7F: 3 clusters Score -1.037343e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144261 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -10381215.000000 Penalty: 1100.360962
	Iteration 8F: 3 clusters Score -1.038122e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151495 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -10386621.000000 Penalty: 1100.360962
	Iteration 9Q: 3 clusters Score -1.038662e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -10389984.000000 Penalty: 1100.360962
	Iteration 10Q: 3 clusters Score -1.038998e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162021 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -10392197.000000 Penalty: 1100.360962
	Iteration 11Q: 3 clusters Score -1.03922e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166026 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -10394114.000000 Penalty: 1100.360962
	Iteration 12Q: 3 clusters Score -1.039411e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169306 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -10395811.000000 Penalty: 1100.360962
	Iteration 13Q: 3 clusters Score -1.039581e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -10397231.000000 Penalty: 1100.360962
	Iteration 14Q: 3 clusters Score -1.039723e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -10398300.000000 Penalty: 1100.360962
	Iteration 15Q: 3 clusters Score -1.03983e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10399224.000000 Penalty: 1100.360962
	Iteration 16Q: 3 clusters Score -1.039922e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10400081.000000 Penalty: 1100.360962
	Iteration 17Q: 3 clusters Score -1.040008e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10400584.000000 Penalty: 1100.360962
	Iteration 18Q: 3 clusters Score -1.040058e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177694 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10400908.000000 Penalty: 1100.360962
	Iteration 19Q: 3 clusters Score -1.040091e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177966 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10401182.000000 Penalty: 1100.360962
	Iteration 20F: 3 clusters Score -1.040118e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178121 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10401342.000000 Penalty: 1100.360962
	Iteration 21Q: 3 clusters Score -1.040134e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10401402.000000 Penalty: 1100.360962
	Iteration 22Q: 3 clusters Score -1.04014e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178241 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10401464.000000 Penalty: 1100.360962
	Iteration 23Q: 3 clusters Score -1.040146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10401483.000000 Penalty: 1100.360962
	Iteration 24Q: 3 clusters Score -1.040148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10401499.000000 Penalty: 1100.360962
	Iteration 25Q: 3 clusters Score -1.04015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10401520.000000 Penalty: 1100.360962
	Iteration 26Q: 3 clusters Score -1.040152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178286 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10401515.000000 Penalty: 1100.360962
	Iteration 27Q: 3 clusters Score -1.040152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178289 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10401520.000000 Penalty: 1100.360962
	Iteration 28Q: 3 clusters Score -1.040152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10401533.000000 Penalty: 1100.360962
	Iteration 29Q: 3 clusters Score -1.040153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10401538.000000 Penalty: 1100.360962
	Iteration 30Q: 3 clusters Score -1.040154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178302 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10401535.000000 Penalty: 1100.360962
	Iteration 31Q: 3 clusters Score -1.040154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10401545.000000 Penalty: 1100.360962
	Iteration 32Q: 3 clusters Score -1.040154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178314 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10401550.000000 Penalty: 1100.360962
	Iteration 33Q: 3 clusters Score -1.040155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178315 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10401556.000000 Penalty: 1100.360962
	Iteration 34Q: 3 clusters Score -1.040156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10401560.000000 Penalty: 1100.360962
	Iteration 35Q: 3 clusters Score -1.040156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178319 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10401563.000000 Penalty: 1100.360962
	Iteration 36Q: 3 clusters Score -1.040156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178317 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10401562.000000 Penalty: 1100.360962
	Iteration 37Q: 3 clusters Score -1.040156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10401562.000000 Penalty: 1100.360962
	Iteration 38Q: 3 clusters Score -1.040156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10401562.000000 Penalty: 1100.360962
	Iteration 39F: 3 clusters Score -1.040156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (126122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126122 members 
Entering Unmasked Estep 
Score: -7533056.500000 Penalty: 534.397705
	Iteration 0F: 2 clusters Score -7533056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -7451664.000000 Penalty: 1068.795410
	Iteration 0F: 3 clusters Score -7451664 nChanged 62068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -7489533.000000 Penalty: 1068.795410
	Iteration 1F: 3 clusters Score -7489533 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -7492647.000000 Penalty: 1068.795410
	Iteration 2F: 3 clusters Score -7492647 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -7497746.000000 Penalty: 1068.795410
	Iteration 3F: 3 clusters Score -7497746 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -7504925.500000 Penalty: 1068.795410
	Iteration 4F: 3 clusters Score -7504926 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -7513033.000000 Penalty: 1068.795410
	Iteration 5F: 3 clusters Score -7513033 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -7520006.500000 Penalty: 1068.795410
	Iteration 6F: 3 clusters Score -7520006 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -7523812.500000 Penalty: 1068.795410
	Iteration 7Q: 3 clusters Score -7523812 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 109679 members 
Entering Unmasked Estep 
Score: -7525791.500000 Penalty: 1068.795410
	Iteration 8Q: 3 clusters Score -7525792 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -7527138.500000 Penalty: 1068.795410
	Iteration 9Q: 3 clusters Score -7527138 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 113959 members 
Entering Unmasked Estep 
Score: -7528063.500000 Penalty: 1068.795410
	Iteration 10Q: 3 clusters Score -7528064 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -7528839.500000 Penalty: 1068.795410
	Iteration 11Q: 3 clusters Score -7528840 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 116927 members 
Entering Unmasked Estep 
Score: -7529485.000000 Penalty: 1068.795410
	Iteration 12Q: 3 clusters Score -7529485 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 118040 members 
Entering Unmasked Estep 
Score: -7529990.000000 Penalty: 1068.795410
	Iteration 13Q: 3 clusters Score -7529990 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -7530441.500000 Penalty: 1068.795410
	Iteration 14Q: 3 clusters Score -7530442 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -7530782.500000 Penalty: 1068.795410
	Iteration 15Q: 3 clusters Score -7530782 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -7531125.500000 Penalty: 1068.795410
	Iteration 16Q: 3 clusters Score -7531126 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 121130 members 
Entering Unmasked Estep 
Score: -7531360.500000 Penalty: 1068.795410
	Iteration 17Q: 3 clusters Score -7531360 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 121673 members 
Entering Unmasked Estep 
Score: -7531574.500000 Penalty: 1068.795410
	Iteration 18Q: 3 clusters Score -7531574 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 122131 members 
Entering Unmasked Estep 
Score: -7531798.000000 Penalty: 1068.795410
	Iteration 19Q: 3 clusters Score -7531798 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 122532 members 
Entering Unmasked Estep 
Score: -7532010.000000 Penalty: 1068.795410
	Iteration 20F: 3 clusters Score -7532010 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -7532169.000000 Penalty: 1068.795410
	Iteration 21Q: 3 clusters Score -7532169 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -7532311.000000 Penalty: 1068.795410
	Iteration 22Q: 3 clusters Score -7532311 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -7532386.500000 Penalty: 1068.795410
	Iteration 23Q: 3 clusters Score -7532386 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -7532452.500000 Penalty: 1068.795410
	Iteration 24Q: 3 clusters Score -7532452 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -7532449.000000 Penalty: 1068.795410
	Iteration 25Q: 3 clusters Score -7532449 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -7532487.500000 Penalty: 1068.795410
	Iteration 26Q: 3 clusters Score -7532488 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 124300 members 
Entering Unmasked Estep 
Score: -7532516.000000 Penalty: 1068.795410
	Iteration 27Q: 3 clusters Score -7532516 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -7532547.000000 Penalty: 1068.795410
	Iteration 28Q: 3 clusters Score -7532547 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 124599 members 
Entering Unmasked Estep 
Score: -7532620.000000 Penalty: 1068.795410
	Iteration 29Q: 3 clusters Score -7532620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 124703 members 
Entering Unmasked Estep 
Score: -7532611.500000 Penalty: 1068.795410
	Iteration 30Q: 3 clusters Score -7532612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -7532637.500000 Penalty: 1068.795410
	Iteration 31Q: 3 clusters Score -7532638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 124873 members 
Entering Unmasked Estep 
Score: -7532656.500000 Penalty: 1068.795410
	Iteration 32Q: 3 clusters Score -7532656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -7532654.000000 Penalty: 1068.795410
	Iteration 33Q: 3 clusters Score -7532654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -7532685.000000 Penalty: 1068.795410
	Iteration 34Q: 3 clusters Score -7532685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -7532726.500000 Penalty: 1068.795410
	Iteration 35Q: 3 clusters Score -7532726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 125083 members 
Entering Unmasked Estep 
Score: -7532741.500000 Penalty: 1068.795410
	Iteration 36Q: 3 clusters Score -7532742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 125130 members 
Entering Unmasked Estep 
Score: -7532780.000000 Penalty: 1068.795410
	Iteration 37Q: 3 clusters Score -7532780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -7532790.500000 Penalty: 1068.795410
	Iteration 38Q: 3 clusters Score -7532790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -7532785.000000 Penalty: 1068.795410
	Iteration 39Q: 3 clusters Score -7532785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 125245 members 
Entering Unmasked Estep 
Score: -7532782.000000 Penalty: 1068.795410
	Iteration 40F: 3 clusters Score -7532782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -7532797.500000 Penalty: 1068.795410
	Iteration 41Q: 3 clusters Score -7532798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -7532785.500000 Penalty: 1068.795410
	Iteration 42Q: 3 clusters Score -7532786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 125317 members 
Entering Unmasked Estep 
Score: -7532801.000000 Penalty: 1068.795410
	Iteration 43Q: 3 clusters Score -7532801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -7532811.500000 Penalty: 1068.795410
	Iteration 44Q: 3 clusters Score -7532812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 125341 members 
Entering Unmasked Estep 
Score: -7532813.500000 Penalty: 1068.795410
	Iteration 45Q: 3 clusters Score -7532814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -7532806.000000 Penalty: 1068.795410
	Iteration 46Q: 3 clusters Score -7532806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -7532807.500000 Penalty: 1068.795410
	Iteration 47Q: 3 clusters Score -7532808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -7532791.500000 Penalty: 1068.795410
	Iteration 48Q: 3 clusters Score -7532792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -7532795.500000 Penalty: 1068.795410
	Iteration 49Q: 3 clusters Score -7532796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 125409 members 
Entering Unmasked Estep 
Score: -7532792.000000 Penalty: 1068.795410
	Iteration 50Q: 3 clusters Score -7532792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 125415 members 
Entering Unmasked Estep 
Score: -7532787.000000 Penalty: 1068.795410
	Iteration 51Q: 3 clusters Score -7532787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -7532789.000000 Penalty: 1068.795410
	Iteration 52Q: 3 clusters Score -7532789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 125426 members 
Entering Unmasked Estep 
Score: -7532795.000000 Penalty: 1068.795410
	Iteration 53Q: 3 clusters Score -7532795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -7532795.000000 Penalty: 1068.795410
	Iteration 54Q: 3 clusters Score -7532795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -7532786.500000 Penalty: 1068.795410
	Iteration 55Q: 3 clusters Score -7532786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 125429 members 
Entering Unmasked Estep 
Score: -7532793.500000 Penalty: 1068.795410
	Iteration 56Q: 3 clusters Score -7532794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 125427 members 
Entering Unmasked Estep 
Score: -7532798.000000 Penalty: 1068.795410
	Iteration 57Q: 3 clusters Score -7532798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -7532799.000000 Penalty: 1068.795410
	Iteration 58Q: 3 clusters Score -7532799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -7532799.000000 Penalty: 1068.795410
	Iteration 59F: 3 clusters Score -7532799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -77186.695312 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -77186.7 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 656 members 
Entering Unmasked Estep 
Score: -76096.960938 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -76096.96 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -76466.890625 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -76466.89 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76595.101562 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -76595.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76693.523438 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -76693.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76763.976562 Penalty: 659.289673
	Iteration 4F: 3 clusters Score -76763.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -76811.187500 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -76811.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -76850.109375 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -76850.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -76872.578125 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -76872.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -76888.585938 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -76888.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -76899.945312 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -76899.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -76911.250000 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -76911.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -76916.312500 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -76916.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -76918.281250 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -76918.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -76919.875000 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -76919.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -76925.226562 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -76925.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -76931.796875 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -76931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -76933.398438 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -76933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -76933.398438 Penalty: 659.289673
	Iteration 17F: 3 clusters Score -76933.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1804.968506 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1804.969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1835.938965 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1835.939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1858.881714 Penalty: 355.994110
	Iteration 2F: 3 clusters Score -1858.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1879.403076 Penalty: 355.994110
	Iteration 3Q: 3 clusters Score -1879.403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1879.403076 Penalty: 355.994110
	Iteration 4F: 3 clusters Score -1879.403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -61171.781250 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -61171.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60337.917969 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -60337.92 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60614.640625 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -60614.64 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -60731.699219 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -60731.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -60835.199219 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -60835.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -60905.089844 Penalty: 630.496948
	Iteration 4F: 3 clusters Score -60905.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -60959.367188 Penalty: 630.496948
	Iteration 5F: 3 clusters Score -60959.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60995.039062 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -60995.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -61016.246094 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -61016.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -61032.492188 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -61032.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -61051.351562 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -61051.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -61063.039062 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -61063.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -61065.082031 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -61065.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -61067.203125 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -61067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -61067.941406 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -61067.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -61069.339844 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -61069.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -61072.042969 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -61072.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -61074.273438 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -61074.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -61075.851562 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -61075.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61075.976562 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -61075.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -61076.761719 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -61076.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -61082.351562 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -61082.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -61088.292969 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -61088.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -61090.359375 Penalty: 630.496948
	Iteration 22Q: 3 clusters Score -61090.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -61091.250000 Penalty: 630.496948
	Iteration 23Q: 3 clusters Score -61091.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -61091.414062 Penalty: 630.496948
	Iteration 24Q: 3 clusters Score -61091.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -61091.628906 Penalty: 630.496948
	Iteration 25Q: 3 clusters Score -61091.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -61091.792969 Penalty: 630.496948
	Iteration 26Q: 3 clusters Score -61091.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -61091.792969 Penalty: 630.496948
	Iteration 27F: 3 clusters Score -61091.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -55633.238281 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -55633.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -54779.558594 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -54779.56 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55036.109375 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -55036.11 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -55094.828125 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -55094.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55127.773438 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -55127.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55158.632812 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -55158.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55189.843750 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -55189.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55224.226562 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -55224.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55260.343750 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -55260.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55287.046875 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -55287.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55311.406250 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -55311.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55343.726562 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -55343.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55365.066406 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -55365.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55374.246094 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -55374.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55383.503906 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -55383.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55392.183594 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -55392.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55396.558594 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -55396.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55399.574219 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -55399.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55399.957031 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -55399.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55400.019531 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -55400.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55400.808594 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -55400.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55401.242188 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -55401.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -73602.453125 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73602.45 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -73969.257812 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73969.26 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -74021.570312 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -74021.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -74053.250000 Penalty: 654.557007
	Iteration 3Q: 3 clusters Score -74053.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -74077.109375 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -74077.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -74102.671875 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74102.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -74119.546875 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74119.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -74140.335938 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74140.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -74174.859375 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74174.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -74214.601562 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74214.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -74264.617188 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74264.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -74293.687500 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74293.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -74321.070312 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74321.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -74348.734375 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74348.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -74370.703125 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74370.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -74388.242188 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74388.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -74409.406250 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74409.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -74421.437500 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -74421.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -74425.500000 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -74425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -74428.703125 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -74428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -74430.773438 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -74430.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -74432.187500 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -74432.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -74433.429688 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -74433.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -74434.718750 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -74434.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -74435.796875 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -74435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -74436.960938 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -74436.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -74436.960938 Penalty: 654.557007
	Iteration 26F: 3 clusters Score -74436.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3820.804932 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3820.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3646.042725 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3646.043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3671.361084 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3671.361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -504127.937500 Penalty: 408.849152
	Iteration 0F: 2 clusters Score -504127.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -498755.312500 Penalty: 817.698303
	Iteration 0F: 3 clusters Score -498755.3 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -500907.625000 Penalty: 817.698303
	Iteration 1F: 3 clusters Score -500907.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -501079.656250 Penalty: 817.698303
	Iteration 2Q: 3 clusters Score -501079.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -501301.687500 Penalty: 817.698303
	Iteration 3F: 3 clusters Score -501301.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -501563.812500 Penalty: 817.698303
	Iteration 4F: 3 clusters Score -501563.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -501896.062500 Penalty: 817.698303
	Iteration 5F: 3 clusters Score -501896.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -502250.625000 Penalty: 817.698303
	Iteration 6F: 3 clusters Score -502250.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -502528.781250 Penalty: 817.698303
	Iteration 7F: 3 clusters Score -502528.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -502667.375000 Penalty: 817.698303
	Iteration 8Q: 3 clusters Score -502667.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -502735.625000 Penalty: 817.698303
	Iteration 9Q: 3 clusters Score -502735.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -502778.187500 Penalty: 817.698303
	Iteration 10Q: 3 clusters Score -502778.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -502818.031250 Penalty: 817.698303
	Iteration 11Q: 3 clusters Score -502818 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -502863.156250 Penalty: 817.698303
	Iteration 12Q: 3 clusters Score -502863.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -502910.062500 Penalty: 817.698303
	Iteration 13Q: 3 clusters Score -502910.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -502951.156250 Penalty: 817.698303
	Iteration 14Q: 3 clusters Score -502951.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -502985.781250 Penalty: 817.698303
	Iteration 15Q: 3 clusters Score -502985.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -503016.843750 Penalty: 817.698303
	Iteration 16Q: 3 clusters Score -503016.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -503036.468750 Penalty: 817.698303
	Iteration 17Q: 3 clusters Score -503036.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -503053.812500 Penalty: 817.698303
	Iteration 18Q: 3 clusters Score -503053.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -503064.843750 Penalty: 817.698303
	Iteration 19Q: 3 clusters Score -503064.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -503076.062500 Penalty: 817.698303
	Iteration 20F: 3 clusters Score -503076.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -503084.812500 Penalty: 817.698303
	Iteration 21Q: 3 clusters Score -503084.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -503089.718750 Penalty: 817.698303
	Iteration 22Q: 3 clusters Score -503089.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -503094.218750 Penalty: 817.698303
	Iteration 23Q: 3 clusters Score -503094.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -503098.968750 Penalty: 817.698303
	Iteration 24Q: 3 clusters Score -503099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -503102.937500 Penalty: 817.698303
	Iteration 25Q: 3 clusters Score -503102.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -503105.812500 Penalty: 817.698303
	Iteration 26Q: 3 clusters Score -503105.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -503108.343750 Penalty: 817.698303
	Iteration 27Q: 3 clusters Score -503108.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -503112.468750 Penalty: 817.698303
	Iteration 28Q: 3 clusters Score -503112.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -503115.625000 Penalty: 817.698303
	Iteration 29Q: 3 clusters Score -503115.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -503119.843750 Penalty: 817.698303
	Iteration 30Q: 3 clusters Score -503119.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -503122.687500 Penalty: 817.698303
	Iteration 31Q: 3 clusters Score -503122.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -503124.187500 Penalty: 817.698303
	Iteration 32Q: 3 clusters Score -503124.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -503125.125000 Penalty: 817.698303
	Iteration 33Q: 3 clusters Score -503125.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -503128.531250 Penalty: 817.698303
	Iteration 34Q: 3 clusters Score -503128.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -503130.218750 Penalty: 817.698303
	Iteration 35Q: 3 clusters Score -503130.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -503132.781250 Penalty: 817.698303
	Iteration 36Q: 3 clusters Score -503132.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -503133.437500 Penalty: 817.698303
	Iteration 37Q: 3 clusters Score -503133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -503134.562500 Penalty: 817.698303
	Iteration 38Q: 3 clusters Score -503134.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -503136.156250 Penalty: 817.698303
	Iteration 39Q: 3 clusters Score -503136.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -503135.781250 Penalty: 817.698303
	Iteration 40F: 3 clusters Score -503135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -503137.687500 Penalty: 817.698303
	Iteration 41Q: 3 clusters Score -503137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -503137.843750 Penalty: 817.698303
	Iteration 42Q: 3 clusters Score -503137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -503137.531250 Penalty: 817.698303
	Iteration 43Q: 3 clusters Score -503137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -503138.468750 Penalty: 817.698303
	Iteration 44Q: 3 clusters Score -503138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -503137.843750 Penalty: 817.698303
	Iteration 45Q: 3 clusters Score -503137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -503138.187500 Penalty: 817.698303
	Iteration 46Q: 3 clusters Score -503138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -503138.031250 Penalty: 817.698303
	Iteration 47Q: 3 clusters Score -503138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -503138.906250 Penalty: 817.698303
	Iteration 48Q: 3 clusters Score -503138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -503138.593750 Penalty: 817.698303
	Iteration 49Q: 3 clusters Score -503138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -503138.375000 Penalty: 817.698303
	Iteration 50Q: 3 clusters Score -503138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -503138.875000 Penalty: 817.698303
	Iteration 51Q: 3 clusters Score -503138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -503139.312500 Penalty: 817.698303
	Iteration 52Q: 3 clusters Score -503139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -503139.781250 Penalty: 817.698303
	Iteration 53Q: 3 clusters Score -503139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -503139.281250 Penalty: 817.698303
	Iteration 54Q: 3 clusters Score -503139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -503139.250000 Penalty: 817.698303
	Iteration 55Q: 3 clusters Score -503139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -503139.843750 Penalty: 817.698303
	Iteration 56Q: 3 clusters Score -503139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -503139.843750 Penalty: 817.698303
	Iteration 57F: 3 clusters Score -503139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12114 members 
Mstep: Class 10 contains 32027 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4551 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178417 members 
Mstep: Class 23 contains 126122 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 7988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060092.000000 Penalty: 18224.343750
Iteration 319Q: 32 clusters Score -2.306009e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12101 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 3839 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4547 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12737 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178427 members 
Mstep: Class 23 contains 126055 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 8088 members 
Mstep: Class 31 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060106.000000 Penalty: 18224.343750
Iteration 320F: 32 clusters Score -2.306011e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12097 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 4323 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12708 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178456 members 
Mstep: Class 23 contains 125973 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 73 members 
Mstep: Class 30 contains 8183 members 
Mstep: Class 31 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060112.000000 Penalty: 18224.343750
Iteration 321Q: 32 clusters Score -2.306011e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12097 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12687 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178456 members 
Mstep: Class 23 contains 125893 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8288 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060194.000000 Penalty: 18224.343750
Iteration 322Q: 32 clusters Score -2.306019e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 12093 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4528 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12660 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178466 members 
Mstep: Class 23 contains 125824 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8386 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060210.000000 Penalty: 18224.343750
Iteration 323Q: 32 clusters Score -2.306021e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 12088 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3851 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4527 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12637 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178476 members 
Mstep: Class 23 contains 125757 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8471 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060158.000000 Penalty: 18224.343750
Iteration 324Q: 32 clusters Score -2.306016e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4526 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12613 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178473 members 
Mstep: Class 23 contains 125689 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8567 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060222.000000 Penalty: 18224.343750
Iteration 325Q: 32 clusters Score -2.306022e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 4305 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12595 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178455 members 
Mstep: Class 23 contains 125622 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8670 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060286.000000 Penalty: 18224.343750
Iteration 326Q: 32 clusters Score -2.306029e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12082 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4515 members 
Mstep: Class 14 contains 4302 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12566 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178440 members 
Mstep: Class 23 contains 125566 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8769 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060352.000000 Penalty: 18224.343750
Iteration 327Q: 32 clusters Score -2.306035e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 12078 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4510 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12528 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178394 members 
Mstep: Class 23 contains 125543 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060290.000000 Penalty: 18224.343750
Iteration 328Q: 32 clusters Score -2.306029e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4507 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12484 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178346 members 
Mstep: Class 23 contains 125528 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060260.000000 Penalty: 18224.343750
Iteration 329Q: 32 clusters Score -2.306026e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 3899 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4505 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178306 members 
Mstep: Class 23 contains 125506 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9090 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060310.000000 Penalty: 18224.343750
Iteration 330Q: 32 clusters Score -2.306031e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 12080 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 3901 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4501 members 
Mstep: Class 14 contains 4288 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178251 members 
Mstep: Class 23 contains 125483 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9210 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060284.000000 Penalty: 18224.343750
Iteration 331Q: 32 clusters Score -2.306028e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 12082 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4498 members 
Mstep: Class 14 contains 4288 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178202 members 
Mstep: Class 23 contains 125459 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9314 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060296.000000 Penalty: 18224.343750
Iteration 332Q: 32 clusters Score -2.30603e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3912 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12336 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178171 members 
Mstep: Class 23 contains 125420 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9415 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060344.000000 Penalty: 18224.343750
Iteration 333Q: 32 clusters Score -2.306034e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3915 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12321 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178148 members 
Mstep: Class 23 contains 125374 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9507 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060324.000000 Penalty: 18224.343750
Iteration 334Q: 32 clusters Score -2.306032e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 12088 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3913 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 4278 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178107 members 
Mstep: Class 23 contains 125343 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9616 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060338.000000 Penalty: 18224.343750
Iteration 335Q: 32 clusters Score -2.306034e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 12091 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 3911 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4481 members 
Mstep: Class 14 contains 4276 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12272 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178090 members 
Mstep: Class 23 contains 125275 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9726 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060404.000000 Penalty: 18224.343750
Iteration 336Q: 32 clusters Score -2.30604e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 3914 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4477 members 
Mstep: Class 14 contains 4274 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12256 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178081 members 
Mstep: Class 23 contains 125188 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9845 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060442.000000 Penalty: 18224.343750
Iteration 337Q: 32 clusters Score -2.306044e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 12096 members 
Mstep: Class 10 contains 32016 members 
Mstep: Class 11 contains 3916 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 4272 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12228 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178078 members 
Mstep: Class 23 contains 125113 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 9953 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060476.000000 Penalty: 18224.343750
Iteration 338Q: 32 clusters Score -2.306048e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 12093 members 
Mstep: Class 10 contains 32014 members 
Mstep: Class 11 contains 3918 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 4270 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12206 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178075 members 
Mstep: Class 23 contains 125039 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10058 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060494.000000 Penalty: 18224.343750
Iteration 339Q: 32 clusters Score -2.306049e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 12091 members 
Mstep: Class 10 contains 32010 members 
Mstep: Class 11 contains 3919 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4473 members 
Mstep: Class 14 contains 4266 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12184 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178070 members 
Mstep: Class 23 contains 124972 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10163 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060562.000000 Penalty: 18224.343750
Iteration 340F: 32 clusters Score -2.306056e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7019 members 
Mstep: Class 9 contains 12089 members 
Mstep: Class 10 contains 32011 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12160 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178067 members 
Mstep: Class 23 contains 124894 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10270 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060576.000000 Penalty: 18224.343750
Iteration 341Q: 32 clusters Score -2.306058e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 12092 members 
Mstep: Class 10 contains 32013 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178058 members 
Mstep: Class 23 contains 124800 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10393 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060666.000000 Penalty: 18224.343750
Iteration 342Q: 32 clusters Score -2.306067e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 12091 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12113 members 
Mstep: Class 17 contains 2397 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178025 members 
Mstep: Class 23 contains 124715 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10526 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060760.000000 Penalty: 18224.343750
Iteration 343Q: 32 clusters Score -2.306076e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 3933 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12082 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177997 members 
Mstep: Class 23 contains 124651 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10646 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060766.000000 Penalty: 18224.343750
Iteration 344Q: 32 clusters Score -2.306077e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 12093 members 
Mstep: Class 10 contains 32027 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12052 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177958 members 
Mstep: Class 23 contains 124606 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10756 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060822.000000 Penalty: 18224.343750
Iteration 345Q: 32 clusters Score -2.306082e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 12089 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 12014 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177927 members 
Mstep: Class 23 contains 124571 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10860 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060838.000000 Penalty: 18224.343750
Iteration 346Q: 32 clusters Score -2.306084e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 7019 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 32033 members 
Mstep: Class 11 contains 3936 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11974 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177897 members 
Mstep: Class 23 contains 124533 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 10960 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060820.000000 Penalty: 18224.343750
Iteration 347Q: 32 clusters Score -2.306082e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 32040 members 
Mstep: Class 11 contains 3938 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11930 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177868 members 
Mstep: Class 23 contains 124514 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060814.000000 Penalty: 18224.343750
Iteration 348Q: 32 clusters Score -2.306081e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 7019 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 32044 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11888 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177830 members 
Mstep: Class 23 contains 124495 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11140 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060832.000000 Penalty: 18224.343750
Iteration 349Q: 32 clusters Score -2.306083e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 7019 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 32050 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4460 members 
Mstep: Class 14 contains 4266 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11856 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177790 members 
Mstep: Class 23 contains 124458 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11231 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060850.000000 Penalty: 18224.343750
Iteration 350Q: 32 clusters Score -2.306085e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 32052 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 4267 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11828 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177767 members 
Mstep: Class 23 contains 124420 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11308 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060910.000000 Penalty: 18224.343750
Iteration 351Q: 32 clusters Score -2.306091e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 12097 members 
Mstep: Class 10 contains 32052 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11807 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177742 members 
Mstep: Class 23 contains 124382 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11392 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060888.000000 Penalty: 18224.343750
Iteration 352Q: 32 clusters Score -2.306089e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1217 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 32048 members 
Mstep: Class 11 contains 3952 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 4266 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177705 members 
Mstep: Class 23 contains 124353 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11473 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060880.000000 Penalty: 18224.343750
Iteration 353Q: 32 clusters Score -2.306088e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 12088 members 
Mstep: Class 10 contains 32044 members 
Mstep: Class 11 contains 3952 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 4266 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11773 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177677 members 
Mstep: Class 23 contains 124332 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11556 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060886.000000 Penalty: 18224.343750
Iteration 354Q: 32 clusters Score -2.306089e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7026 members 
Mstep: Class 9 contains 12088 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 4267 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11745 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177628 members 
Mstep: Class 23 contains 124328 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11638 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060888.000000 Penalty: 18224.343750
Iteration 355Q: 32 clusters Score -2.306089e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7026 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 32043 members 
Mstep: Class 11 contains 3956 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 4262 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11713 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177579 members 
Mstep: Class 23 contains 124326 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11725 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060880.000000 Penalty: 18224.343750
Iteration 356Q: 32 clusters Score -2.306088e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 12083 members 
Mstep: Class 10 contains 32039 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11694 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177561 members 
Mstep: Class 23 contains 124305 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11799 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060970.000000 Penalty: 18224.343750
Iteration 357Q: 32 clusters Score -2.306097e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 12083 members 
Mstep: Class 10 contains 32036 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11673 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177537 members 
Mstep: Class 23 contains 124279 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11877 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060996.000000 Penalty: 18224.343750
Iteration 358Q: 32 clusters Score -2.3061e+07 nChanged 195
Entering ConstructFrom: 
Score: -23060996.000000 Penalty: 18224.343750
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7525.874512 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7525.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7299.969238 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7299.969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7439.220703 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7439.221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7512.466797 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7512.467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7545.283203 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -7545.283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7555.079102 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7555.079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7572.270508 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7572.271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7580.575684 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -7580.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7580.575684 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -7580.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 12081 members 
Mstep: Class 10 contains 32037 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4451 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177517 members 
Mstep: Class 23 contains 124245 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11962 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 51 members 
Entering Unmasked Estep 
Score: -23060628.000000 Penalty: 18812.224609
Splitting cluster 1 changes total score from -23060996.000000 to -23060628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -69419.609375 Penalty: 327.415131
	Iteration 0F: 2 clusters Score -69419.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -68412.828125 Penalty: 654.830261
	Iteration 0F: 3 clusters Score -68412.83 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68774.234375 Penalty: 654.830261
	Iteration 1F: 3 clusters Score -68774.23 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -68840.281250 Penalty: 654.830261
	Iteration 2F: 3 clusters Score -68840.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -68881.367188 Penalty: 654.830261
	Iteration 3F: 3 clusters Score -68881.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -68921.523438 Penalty: 654.830261
	Iteration 4Q: 3 clusters Score -68921.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68945.742188 Penalty: 654.830261
	Iteration 5Q: 3 clusters Score -68945.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68959.312500 Penalty: 654.830261
	Iteration 6Q: 3 clusters Score -68959.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -68969.992188 Penalty: 654.830261
	Iteration 7Q: 3 clusters Score -68969.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68990.789062 Penalty: 654.830261
	Iteration 8Q: 3 clusters Score -68990.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69009.835938 Penalty: 654.830261
	Iteration 9Q: 3 clusters Score -69009.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69026.390625 Penalty: 654.830261
	Iteration 10Q: 3 clusters Score -69026.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69037.820312 Penalty: 654.830261
	Iteration 11Q: 3 clusters Score -69037.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69052.820312 Penalty: 654.830261
	Iteration 12Q: 3 clusters Score -69052.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69071.289062 Penalty: 654.830261
	Iteration 13Q: 3 clusters Score -69071.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69083.750000 Penalty: 654.830261
	Iteration 14Q: 3 clusters Score -69083.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69092.679688 Penalty: 654.830261
	Iteration 15Q: 3 clusters Score -69092.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69096.109375 Penalty: 654.830261
	Iteration 16Q: 3 clusters Score -69096.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69096.968750 Penalty: 654.830261
	Iteration 17Q: 3 clusters Score -69096.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69099.382812 Penalty: 654.830261
	Iteration 18Q: 3 clusters Score -69099.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69101.609375 Penalty: 654.830261
	Iteration 19Q: 3 clusters Score -69101.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69101.976562 Penalty: 654.830261
	Iteration 20F: 3 clusters Score -69101.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69102.351562 Penalty: 654.830261
	Iteration 21Q: 3 clusters Score -69102.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69102.351562 Penalty: 654.830261
	Iteration 22F: 3 clusters Score -69102.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 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 866 members 
Entering Unmasked Estep 
Score: -92880.492188 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92880.49 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -93317.695312 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93317.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -93374.398438 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93374.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -93415.406250 Penalty: 676.194336
	Iteration 3Q: 3 clusters Score -93415.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -93441.875000 Penalty: 676.194336
	Iteration 4Q: 3 clusters Score -93441.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -93461.015625 Penalty: 676.194336
	Iteration 5Q: 3 clusters Score -93461.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -93482.570312 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93482.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -93504.531250 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93504.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -93525.085938 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93525.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -93543.625000 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93543.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -93571.265625 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93571.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -93599.328125 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93599.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -93617.882812 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93617.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -93631.531250 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93631.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -93644.265625 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93644.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -93663.242188 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93663.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -93686.539062 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93686.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -93717.546875 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93717.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -93745.078125 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93745.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -93777.226562 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93777.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -93796.296875 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93796.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -93806.937500 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93806.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -93812.476562 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93812.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -93816.609375 Penalty: 676.194336
	Iteration 23Q: 3 clusters Score -93816.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -93826.195312 Penalty: 676.194336
	Iteration 24Q: 3 clusters Score -93826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -93829.945312 Penalty: 676.194336
	Iteration 25Q: 3 clusters Score -93829.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -93831.242188 Penalty: 676.194336
	Iteration 26Q: 3 clusters Score -93831.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -93834.375000 Penalty: 676.194336
	Iteration 27Q: 3 clusters Score -93834.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -93837.773438 Penalty: 676.194336
	Iteration 28Q: 3 clusters Score -93837.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -93840.640625 Penalty: 676.194336
	Iteration 29Q: 3 clusters Score -93840.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -93845.257812 Penalty: 676.194336
	Iteration 30Q: 3 clusters Score -93845.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -93849.226562 Penalty: 676.194336
	Iteration 31Q: 3 clusters Score -93849.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -93849.929688 Penalty: 676.194336
	Iteration 32Q: 3 clusters Score -93849.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -93850.773438 Penalty: 676.194336
	Iteration 33Q: 3 clusters Score -93850.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -93851.921875 Penalty: 676.194336
	Iteration 34Q: 3 clusters Score -93851.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -93851.921875 Penalty: 676.194336
	Iteration 35F: 3 clusters Score -93851.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6478.760742 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6478.761 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 59 members 
Entering Unmasked Estep 
Score: -6258.826172 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6258.826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6289.021484 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6289.021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6303.785156 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6303.785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6306.130859 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6306.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6307.129883 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6307.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6309.642578 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6309.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6312.997070 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6312.997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6317.601562 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -6317.602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6317.812988 Penalty: 442.945648
	Iteration 8Q: 3 clusters Score -6317.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6317.812988 Penalty: 442.945648
	Iteration 9F: 3 clusters Score -6317.813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -21019.070312 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -21019.07 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 154 members 
Entering Unmasked Estep 
Score: -20611.923828 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -20611.92 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20695.191406 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -20695.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20724.632812 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -20724.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20738.574219 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -20738.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20744.808594 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -20744.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20746.736328 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -20746.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20747.707031 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -20747.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20748.462891 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -20748.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20749.281250 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -20749.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20750.537109 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -20750.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20750.537109 Penalty: 533.071899
	Iteration 10F: 3 clusters Score -20750.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -11542.677734 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -11542.68 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 111 members 
Entering Unmasked Estep 
Score: -11231.045898 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -11231.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11307.715820 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -11307.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11343.027344 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -11343.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11350.573242 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -11350.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11360.272461 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -11360.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11370.159180 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -11370.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11375.340820 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -11375.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11382.366211 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -11382.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11384.015625 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -11384.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11384.015625 Penalty: 489.570648
	Iteration 9F: 3 clusters Score -11384.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -69430.992188 Penalty: 322.787689
	Iteration 0F: 2 clusters Score -69430.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68503.820312 Penalty: 645.575378
	Iteration 0F: 3 clusters Score -68503.82 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -68772.687500 Penalty: 645.575378
	Iteration 1F: 3 clusters Score -68772.69 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68819.984375 Penalty: 645.575378
	Iteration 2F: 3 clusters Score -68819.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68852.242188 Penalty: 645.575378
	Iteration 3Q: 3 clusters Score -68852.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68875.750000 Penalty: 645.575378
	Iteration 4Q: 3 clusters Score -68875.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68899.835938 Penalty: 645.575378
	Iteration 5Q: 3 clusters Score -68899.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68923.304688 Penalty: 645.575378
	Iteration 6Q: 3 clusters Score -68923.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68958.031250 Penalty: 645.575378
	Iteration 7Q: 3 clusters Score -68958.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68988.812500 Penalty: 645.575378
	Iteration 8Q: 3 clusters Score -68988.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69012.007812 Penalty: 645.575378
	Iteration 9Q: 3 clusters Score -69012.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69035.007812 Penalty: 645.575378
	Iteration 10Q: 3 clusters Score -69035.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69047.117188 Penalty: 645.575378
	Iteration 11Q: 3 clusters Score -69047.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69057.609375 Penalty: 645.575378
	Iteration 12Q: 3 clusters Score -69057.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69071.234375 Penalty: 645.575378
	Iteration 13Q: 3 clusters Score -69071.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69087.726562 Penalty: 645.575378
	Iteration 14Q: 3 clusters Score -69087.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -69101.320312 Penalty: 645.575378
	Iteration 15Q: 3 clusters Score -69101.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -69108.648438 Penalty: 645.575378
	Iteration 16Q: 3 clusters Score -69108.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -69117.562500 Penalty: 645.575378
	Iteration 17Q: 3 clusters Score -69117.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69121.250000 Penalty: 645.575378
	Iteration 18Q: 3 clusters Score -69121.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -69123.093750 Penalty: 645.575378
	Iteration 19Q: 3 clusters Score -69123.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -69123.437500 Penalty: 645.575378
	Iteration 20F: 3 clusters Score -69123.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -69124.273438 Penalty: 645.575378
	Iteration 21Q: 3 clusters Score -69124.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -69126.093750 Penalty: 645.575378
	Iteration 22Q: 3 clusters Score -69126.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -69126.648438 Penalty: 645.575378
	Iteration 23Q: 3 clusters Score -69126.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -69128.171875 Penalty: 645.575378
	Iteration 24Q: 3 clusters Score -69128.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -69128.406250 Penalty: 645.575378
	Iteration 25Q: 3 clusters Score -69128.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -69128.406250 Penalty: 645.575378
	Iteration 26F: 3 clusters Score -69128.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -386133.218750 Penalty: 403.029877
	Iteration 0F: 2 clusters Score -386133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -381463.562500 Penalty: 806.059753
	Iteration 0F: 3 clusters Score -381463.6 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -383361.062500 Penalty: 806.059753
	Iteration 1F: 3 clusters Score -383361.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -383604.343750 Penalty: 806.059753
	Iteration 2F: 3 clusters Score -383604.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -383928.781250 Penalty: 806.059753
	Iteration 3F: 3 clusters Score -383928.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -384337.562500 Penalty: 806.059753
	Iteration 4F: 3 clusters Score -384337.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -384685.156250 Penalty: 806.059753
	Iteration 5F: 3 clusters Score -384685.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -384991.687500 Penalty: 806.059753
	Iteration 6Q: 3 clusters Score -384991.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -385162.750000 Penalty: 806.059753
	Iteration 7Q: 3 clusters Score -385162.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -385279.406250 Penalty: 806.059753
	Iteration 8Q: 3 clusters Score -385279.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -385358.187500 Penalty: 806.059753
	Iteration 9Q: 3 clusters Score -385358.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -385412.093750 Penalty: 806.059753
	Iteration 10Q: 3 clusters Score -385412.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -385456.218750 Penalty: 806.059753
	Iteration 11Q: 3 clusters Score -385456.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -385501.843750 Penalty: 806.059753
	Iteration 12Q: 3 clusters Score -385501.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -385531.531250 Penalty: 806.059753
	Iteration 13Q: 3 clusters Score -385531.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -385552.375000 Penalty: 806.059753
	Iteration 14Q: 3 clusters Score -385552.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -385571.750000 Penalty: 806.059753
	Iteration 15Q: 3 clusters Score -385571.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -385586.875000 Penalty: 806.059753
	Iteration 16Q: 3 clusters Score -385586.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -385600.281250 Penalty: 806.059753
	Iteration 17Q: 3 clusters Score -385600.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -385609.531250 Penalty: 806.059753
	Iteration 18Q: 3 clusters Score -385609.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -385619.031250 Penalty: 806.059753
	Iteration 19Q: 3 clusters Score -385619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -385628.031250 Penalty: 806.059753
	Iteration 20F: 3 clusters Score -385628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -385633.656250 Penalty: 806.059753
	Iteration 21Q: 3 clusters Score -385633.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -385642.343750 Penalty: 806.059753
	Iteration 22Q: 3 clusters Score -385642.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -385650.312500 Penalty: 806.059753
	Iteration 23Q: 3 clusters Score -385650.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -385659.218750 Penalty: 806.059753
	Iteration 24Q: 3 clusters Score -385659.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -385664.281250 Penalty: 806.059753
	Iteration 25Q: 3 clusters Score -385664.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -385672.812500 Penalty: 806.059753
	Iteration 26Q: 3 clusters Score -385672.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -385680.875000 Penalty: 806.059753
	Iteration 27Q: 3 clusters Score -385680.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -385689.343750 Penalty: 806.059753
	Iteration 28Q: 3 clusters Score -385689.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -385698.250000 Penalty: 806.059753
	Iteration 29Q: 3 clusters Score -385698.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -385707.218750 Penalty: 806.059753
	Iteration 30Q: 3 clusters Score -385707.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -385713.000000 Penalty: 806.059753
	Iteration 31Q: 3 clusters Score -385713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -385716.250000 Penalty: 806.059753
	Iteration 32Q: 3 clusters Score -385716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -385718.437500 Penalty: 806.059753
	Iteration 33Q: 3 clusters Score -385718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -385721.656250 Penalty: 806.059753
	Iteration 34Q: 3 clusters Score -385721.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -385726.343750 Penalty: 806.059753
	Iteration 35Q: 3 clusters Score -385726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -385731.718750 Penalty: 806.059753
	Iteration 36Q: 3 clusters Score -385731.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -385737.406250 Penalty: 806.059753
	Iteration 37Q: 3 clusters Score -385737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -385741.562500 Penalty: 806.059753
	Iteration 38Q: 3 clusters Score -385741.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -385745.687500 Penalty: 806.059753
	Iteration 39Q: 3 clusters Score -385745.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -385752.437500 Penalty: 806.059753
	Iteration 40F: 3 clusters Score -385752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -385755.937500 Penalty: 806.059753
	Iteration 41Q: 3 clusters Score -385755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -385756.000000 Penalty: 806.059753
	Iteration 42Q: 3 clusters Score -385756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -385758.281250 Penalty: 806.059753
	Iteration 43Q: 3 clusters Score -385758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -385761.718750 Penalty: 806.059753
	Iteration 44Q: 3 clusters Score -385761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -385764.812500 Penalty: 806.059753
	Iteration 45Q: 3 clusters Score -385764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -385768.562500 Penalty: 806.059753
	Iteration 46Q: 3 clusters Score -385768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -385769.187500 Penalty: 806.059753
	Iteration 47Q: 3 clusters Score -385769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -385769.718750 Penalty: 806.059753
	Iteration 48Q: 3 clusters Score -385769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -385771.093750 Penalty: 806.059753
	Iteration 49Q: 3 clusters Score -385771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -385772.250000 Penalty: 806.059753
	Iteration 50Q: 3 clusters Score -385772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -385773.406250 Penalty: 806.059753
	Iteration 51Q: 3 clusters Score -385773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -385773.625000 Penalty: 806.059753
	Iteration 52Q: 3 clusters Score -385773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -385774.000000 Penalty: 806.059753
	Iteration 53Q: 3 clusters Score -385774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -385774.812500 Penalty: 806.059753
	Iteration 54Q: 3 clusters Score -385774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -385775.750000 Penalty: 806.059753
	Iteration 55Q: 3 clusters Score -385775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -385776.281250 Penalty: 806.059753
	Iteration 56Q: 3 clusters Score -385776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -385777.625000 Penalty: 806.059753
	Iteration 57Q: 3 clusters Score -385777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -385780.031250 Penalty: 806.059753
	Iteration 58Q: 3 clusters Score -385780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -385781.750000 Penalty: 806.059753
	Iteration 59Q: 3 clusters Score -385781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -385782.718750 Penalty: 806.059753
	Iteration 60F: 3 clusters Score -385782.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Entering Unmasked Estep 
Score: -700616.625000 Penalty: 427.672211
	Iteration 0F: 2 clusters Score -700616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -692472.750000 Penalty: 855.344421
	Iteration 0F: 3 clusters Score -692472.8 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -695954.687500 Penalty: 855.344421
	Iteration 1F: 3 clusters Score -695954.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -696287.187500 Penalty: 855.344421
	Iteration 2F: 3 clusters Score -696287.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -696709.937500 Penalty: 855.344421
	Iteration 3F: 3 clusters Score -696709.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -697253.062500 Penalty: 855.344421
	Iteration 4F: 3 clusters Score -697253.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -697856.000000 Penalty: 855.344421
	Iteration 5F: 3 clusters Score -697856 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -698369.062500 Penalty: 855.344421
	Iteration 6F: 3 clusters Score -698369.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -698625.625000 Penalty: 855.344421
	Iteration 7Q: 3 clusters Score -698625.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -698751.812500 Penalty: 855.344421
	Iteration 8Q: 3 clusters Score -698751.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -698826.812500 Penalty: 855.344421
	Iteration 9Q: 3 clusters Score -698826.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -698901.625000 Penalty: 855.344421
	Iteration 10Q: 3 clusters Score -698901.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -698970.937500 Penalty: 855.344421
	Iteration 11Q: 3 clusters Score -698970.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -699037.875000 Penalty: 855.344421
	Iteration 12Q: 3 clusters Score -699037.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -699116.875000 Penalty: 855.344421
	Iteration 13Q: 3 clusters Score -699116.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -699187.375000 Penalty: 855.344421
	Iteration 14Q: 3 clusters Score -699187.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -699252.687500 Penalty: 855.344421
	Iteration 15Q: 3 clusters Score -699252.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -699314.875000 Penalty: 855.344421
	Iteration 16Q: 3 clusters Score -699314.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -699366.250000 Penalty: 855.344421
	Iteration 17Q: 3 clusters Score -699366.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -699406.312500 Penalty: 855.344421
	Iteration 18Q: 3 clusters Score -699406.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -699446.625000 Penalty: 855.344421
	Iteration 19Q: 3 clusters Score -699446.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -699483.625000 Penalty: 855.344421
	Iteration 20F: 3 clusters Score -699483.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -699507.500000 Penalty: 855.344421
	Iteration 21Q: 3 clusters Score -699507.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -699528.687500 Penalty: 855.344421
	Iteration 22Q: 3 clusters Score -699528.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -699554.312500 Penalty: 855.344421
	Iteration 23Q: 3 clusters Score -699554.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -699574.500000 Penalty: 855.344421
	Iteration 24Q: 3 clusters Score -699574.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -699599.750000 Penalty: 855.344421
	Iteration 25Q: 3 clusters Score -699599.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -699638.937500 Penalty: 855.344421
	Iteration 26Q: 3 clusters Score -699638.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -699683.375000 Penalty: 855.344421
	Iteration 27Q: 3 clusters Score -699683.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -699730.437500 Penalty: 855.344421
	Iteration 28Q: 3 clusters Score -699730.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -699770.937500 Penalty: 855.344421
	Iteration 29Q: 3 clusters Score -699770.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -699811.000000 Penalty: 855.344421
	Iteration 30Q: 3 clusters Score -699811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -699852.000000 Penalty: 855.344421
	Iteration 31Q: 3 clusters Score -699852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -699892.687500 Penalty: 855.344421
	Iteration 32Q: 3 clusters Score -699892.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -699927.250000 Penalty: 855.344421
	Iteration 33Q: 3 clusters Score -699927.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -699970.750000 Penalty: 855.344421
	Iteration 34Q: 3 clusters Score -699970.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -700013.250000 Penalty: 855.344421
	Iteration 35Q: 3 clusters Score -700013.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -700062.375000 Penalty: 855.344421
	Iteration 36Q: 3 clusters Score -700062.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -700106.500000 Penalty: 855.344421
	Iteration 37Q: 3 clusters Score -700106.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -700140.750000 Penalty: 855.344421
	Iteration 38Q: 3 clusters Score -700140.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -700164.562500 Penalty: 855.344421
	Iteration 39Q: 3 clusters Score -700164.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -700181.187500 Penalty: 855.344421
	Iteration 40F: 3 clusters Score -700181.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -700199.562500 Penalty: 855.344421
	Iteration 41Q: 3 clusters Score -700199.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -700210.625000 Penalty: 855.344421
	Iteration 42Q: 3 clusters Score -700210.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -700223.500000 Penalty: 855.344421
	Iteration 43Q: 3 clusters Score -700223.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -700233.375000 Penalty: 855.344421
	Iteration 44Q: 3 clusters Score -700233.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -700241.437500 Penalty: 855.344421
	Iteration 45Q: 3 clusters Score -700241.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -700248.750000 Penalty: 855.344421
	Iteration 46Q: 3 clusters Score -700248.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -700257.500000 Penalty: 855.344421
	Iteration 47Q: 3 clusters Score -700257.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -700266.812500 Penalty: 855.344421
	Iteration 48Q: 3 clusters Score -700266.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -700271.562500 Penalty: 855.344421
	Iteration 49Q: 3 clusters Score -700271.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -700276.000000 Penalty: 855.344421
	Iteration 50Q: 3 clusters Score -700276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -700282.687500 Penalty: 855.344421
	Iteration 51Q: 3 clusters Score -700282.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -700288.187500 Penalty: 855.344421
	Iteration 52Q: 3 clusters Score -700288.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -700291.687500 Penalty: 855.344421
	Iteration 53Q: 3 clusters Score -700291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -700292.312500 Penalty: 855.344421
	Iteration 54Q: 3 clusters Score -700292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -700293.187500 Penalty: 855.344421
	Iteration 55Q: 3 clusters Score -700293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -700294.250000 Penalty: 855.344421
	Iteration 56Q: 3 clusters Score -700294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -700296.062500 Penalty: 855.344421
	Iteration 57Q: 3 clusters Score -700296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -700297.062500 Penalty: 855.344421
	Iteration 58Q: 3 clusters Score -700297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -700300.062500 Penalty: 855.344421
	Iteration 59Q: 3 clusters Score -700300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -700301.187500 Penalty: 855.344421
	Iteration 60F: 3 clusters Score -700301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -700299.312500 Penalty: 855.344421
	Iteration 61Q: 3 clusters Score -700299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -700299.687500 Penalty: 855.344421
	Iteration 62Q: 3 clusters Score -700299.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -700301.187500 Penalty: 855.344421
	Iteration 63Q: 3 clusters Score -700301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -700301.875000 Penalty: 855.344421
	Iteration 64Q: 3 clusters Score -700301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -700303.562500 Penalty: 855.344421
	Iteration 65Q: 3 clusters Score -700303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -700304.312500 Penalty: 855.344421
	Iteration 66Q: 3 clusters Score -700304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -700303.687500 Penalty: 855.344421
	Iteration 67Q: 3 clusters Score -700303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -700306.687500 Penalty: 855.344421
	Iteration 68Q: 3 clusters Score -700306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -700307.937500 Penalty: 855.344421
	Iteration 69Q: 3 clusters Score -700307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -700307.125000 Penalty: 855.344421
	Iteration 70Q: 3 clusters Score -700307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -700307.500000 Penalty: 855.344421
	Iteration 71Q: 3 clusters Score -700307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -700307.500000 Penalty: 855.344421
	Iteration 72F: 3 clusters Score -700307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Entering Unmasked Estep 
Score: -1798697.250000 Penalty: 472.046448
	Iteration 0F: 2 clusters Score -1798697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1777237.750000 Penalty: 944.092896
	Iteration 0F: 3 clusters Score -1777238 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1786511.875000 Penalty: 944.092896
	Iteration 1F: 3 clusters Score -1786512 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1787461.000000 Penalty: 944.092896
	Iteration 2F: 3 clusters Score -1787461 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -1788894.625000 Penalty: 944.092896
	Iteration 3F: 3 clusters Score -1788895 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -1790767.125000 Penalty: 944.092896
	Iteration 4F: 3 clusters Score -1790767 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -1793027.000000 Penalty: 944.092896
	Iteration 5F: 3 clusters Score -1793027 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -1794889.750000 Penalty: 944.092896
	Iteration 6F: 3 clusters Score -1794890 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -1796087.750000 Penalty: 944.092896
	Iteration 7Q: 3 clusters Score -1796088 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -1796850.125000 Penalty: 944.092896
	Iteration 8Q: 3 clusters Score -1796850 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -1797381.375000 Penalty: 944.092896
	Iteration 9Q: 3 clusters Score -1797381 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -1797714.125000 Penalty: 944.092896
	Iteration 10Q: 3 clusters Score -1797714 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -1797919.500000 Penalty: 944.092896
	Iteration 11Q: 3 clusters Score -1797920 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -1798064.750000 Penalty: 944.092896
	Iteration 12Q: 3 clusters Score -1798065 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -1798126.750000 Penalty: 944.092896
	Iteration 13Q: 3 clusters Score -1798127 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -1798174.375000 Penalty: 944.092896
	Iteration 14Q: 3 clusters Score -1798174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -1798210.250000 Penalty: 944.092896
	Iteration 15Q: 3 clusters Score -1798210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -1798235.125000 Penalty: 944.092896
	Iteration 16Q: 3 clusters Score -1798235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -1798252.000000 Penalty: 944.092896
	Iteration 17Q: 3 clusters Score -1798252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -1798263.750000 Penalty: 944.092896
	Iteration 18Q: 3 clusters Score -1798264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -1798273.250000 Penalty: 944.092896
	Iteration 19Q: 3 clusters Score -1798273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -1798281.375000 Penalty: 944.092896
	Iteration 20F: 3 clusters Score -1798281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -1798285.625000 Penalty: 944.092896
	Iteration 21Q: 3 clusters Score -1798286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -1798289.875000 Penalty: 944.092896
	Iteration 22Q: 3 clusters Score -1798290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -1798291.875000 Penalty: 944.092896
	Iteration 23Q: 3 clusters Score -1798292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -1798295.875000 Penalty: 944.092896
	Iteration 24Q: 3 clusters Score -1798296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -1798299.875000 Penalty: 944.092896
	Iteration 25Q: 3 clusters Score -1798300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -1798307.000000 Penalty: 944.092896
	Iteration 26Q: 3 clusters Score -1798307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -1798308.625000 Penalty: 944.092896
	Iteration 27Q: 3 clusters Score -1798309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -1798311.125000 Penalty: 944.092896
	Iteration 28Q: 3 clusters Score -1798311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -1798310.375000 Penalty: 944.092896
	Iteration 29Q: 3 clusters Score -1798310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -1798312.375000 Penalty: 944.092896
	Iteration 30Q: 3 clusters Score -1798312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -1798314.750000 Penalty: 944.092896
	Iteration 31Q: 3 clusters Score -1798315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -1798314.500000 Penalty: 944.092896
	Iteration 32Q: 3 clusters Score -1798314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -1798321.000000 Penalty: 944.092896
	Iteration 33Q: 3 clusters Score -1798321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -1798323.375000 Penalty: 944.092896
	Iteration 34Q: 3 clusters Score -1798323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -1798322.000000 Penalty: 944.092896
	Iteration 35Q: 3 clusters Score -1798322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -1798322.125000 Penalty: 944.092896
	Iteration 36Q: 3 clusters Score -1798322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -1798322.125000 Penalty: 944.092896
	Iteration 37F: 3 clusters Score -1798322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -242114.593750 Penalty: 376.910461
	Iteration 0F: 2 clusters Score -242114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -239412.359375 Penalty: 753.820923
	Iteration 0F: 3 clusters Score -239412.4 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -240354.984375 Penalty: 753.820923
	Iteration 1F: 3 clusters Score -240355 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -240453.703125 Penalty: 753.820923
	Iteration 2F: 3 clusters Score -240453.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -240557.515625 Penalty: 753.820923
	Iteration 3F: 3 clusters Score -240557.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -240661.000000 Penalty: 753.820923
	Iteration 4Q: 3 clusters Score -240661 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -240784.093750 Penalty: 753.820923
	Iteration 5F: 3 clusters Score -240784.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -240943.937500 Penalty: 753.820923
	Iteration 6F: 3 clusters Score -240943.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -241122.906250 Penalty: 753.820923
	Iteration 7F: 3 clusters Score -241122.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -241302.203125 Penalty: 753.820923
	Iteration 8F: 3 clusters Score -241302.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -241427.625000 Penalty: 753.820923
	Iteration 9Q: 3 clusters Score -241427.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -241524.281250 Penalty: 753.820923
	Iteration 10Q: 3 clusters Score -241524.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -241588.984375 Penalty: 753.820923
	Iteration 11Q: 3 clusters Score -241589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -241634.453125 Penalty: 753.820923
	Iteration 12Q: 3 clusters Score -241634.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -241677.578125 Penalty: 753.820923
	Iteration 13Q: 3 clusters Score -241677.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -241718.125000 Penalty: 753.820923
	Iteration 14Q: 3 clusters Score -241718.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -241747.687500 Penalty: 753.820923
	Iteration 15Q: 3 clusters Score -241747.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -241767.875000 Penalty: 753.820923
	Iteration 16Q: 3 clusters Score -241767.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -241775.109375 Penalty: 753.820923
	Iteration 17Q: 3 clusters Score -241775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -241777.640625 Penalty: 753.820923
	Iteration 18Q: 3 clusters Score -241777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -241782.125000 Penalty: 753.820923
	Iteration 19Q: 3 clusters Score -241782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -241785.812500 Penalty: 753.820923
	Iteration 20F: 3 clusters Score -241785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -241787.062500 Penalty: 753.820923
	Iteration 21Q: 3 clusters Score -241787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -241787.984375 Penalty: 753.820923
	Iteration 22Q: 3 clusters Score -241788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -241788.328125 Penalty: 753.820923
	Iteration 23Q: 3 clusters Score -241788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -241788.906250 Penalty: 753.820923
	Iteration 24Q: 3 clusters Score -241788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -241789.078125 Penalty: 753.820923
	Iteration 25Q: 3 clusters Score -241789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -241789.546875 Penalty: 753.820923
	Iteration 26Q: 3 clusters Score -241789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -241790.343750 Penalty: 753.820923
	Iteration 27Q: 3 clusters Score -241790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -241791.703125 Penalty: 753.820923
	Iteration 28Q: 3 clusters Score -241791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -241792.187500 Penalty: 753.820923
	Iteration 29Q: 3 clusters Score -241792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -241792.781250 Penalty: 753.820923
	Iteration 30Q: 3 clusters Score -241792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -241793.031250 Penalty: 753.820923
	Iteration 31Q: 3 clusters Score -241793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -241793.046875 Penalty: 753.820923
	Iteration 32Q: 3 clusters Score -241793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -241793.703125 Penalty: 753.820923
	Iteration 33Q: 3 clusters Score -241793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -241794.203125 Penalty: 753.820923
	Iteration 34Q: 3 clusters Score -241794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -241794.203125 Penalty: 753.820923
	Iteration 35F: 3 clusters Score -241794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -12653.776367 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -12653.78 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 138 members 
Entering Unmasked Estep 
Score: -12349.763672 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -12349.76 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12490.307617 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -12490.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12534.968750 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -12534.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12545.820312 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -12545.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12550.654297 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -12550.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12558.888672 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -12558.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12567.006836 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -12567.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12569.596680 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -12569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12571.552734 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -12571.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12572.993164 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -12572.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12572.993164 Penalty: 509.792816
	Iteration 10F: 3 clusters Score -12572.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -254328.484375 Penalty: 382.240204
	Iteration 0F: 2 clusters Score -254328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -251296.968750 Penalty: 764.480408
	Iteration 0F: 3 clusters Score -251297 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -252435.015625 Penalty: 764.480408
	Iteration 1F: 3 clusters Score -252435 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -252622.359375 Penalty: 764.480408
	Iteration 2F: 3 clusters Score -252622.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -252856.906250 Penalty: 764.480408
	Iteration 3F: 3 clusters Score -252856.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -253090.718750 Penalty: 764.480408
	Iteration 4F: 3 clusters Score -253090.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -253351.203125 Penalty: 764.480408
	Iteration 5F: 3 clusters Score -253351.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -253536.015625 Penalty: 764.480408
	Iteration 6F: 3 clusters Score -253536 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -253697.656250 Penalty: 764.480408
	Iteration 7Q: 3 clusters Score -253697.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -253836.750000 Penalty: 764.480408
	Iteration 8Q: 3 clusters Score -253836.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -253912.359375 Penalty: 764.480408
	Iteration 9Q: 3 clusters Score -253912.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -253947.656250 Penalty: 764.480408
	Iteration 10Q: 3 clusters Score -253947.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -253967.375000 Penalty: 764.480408
	Iteration 11Q: 3 clusters Score -253967.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -253980.296875 Penalty: 764.480408
	Iteration 12Q: 3 clusters Score -253980.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -253985.343750 Penalty: 764.480408
	Iteration 13Q: 3 clusters Score -253985.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -253988.500000 Penalty: 764.480408
	Iteration 14Q: 3 clusters Score -253988.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -253990.593750 Penalty: 764.480408
	Iteration 15Q: 3 clusters Score -253990.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -253993.875000 Penalty: 764.480408
	Iteration 16Q: 3 clusters Score -253993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -253996.546875 Penalty: 764.480408
	Iteration 17Q: 3 clusters Score -253996.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -253999.062500 Penalty: 764.480408
	Iteration 18Q: 3 clusters Score -253999.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -254005.296875 Penalty: 764.480408
	Iteration 19Q: 3 clusters Score -254005.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -254012.468750 Penalty: 764.480408
	Iteration 20F: 3 clusters Score -254012.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -254018.546875 Penalty: 764.480408
	Iteration 21Q: 3 clusters Score -254018.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -254022.437500 Penalty: 764.480408
	Iteration 22Q: 3 clusters Score -254022.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -254026.296875 Penalty: 764.480408
	Iteration 23Q: 3 clusters Score -254026.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -254031.484375 Penalty: 764.480408
	Iteration 24Q: 3 clusters Score -254031.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -254035.765625 Penalty: 764.480408
	Iteration 25Q: 3 clusters Score -254035.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -254037.750000 Penalty: 764.480408
	Iteration 26Q: 3 clusters Score -254037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -254039.250000 Penalty: 764.480408
	Iteration 27Q: 3 clusters Score -254039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -254040.562500 Penalty: 764.480408
	Iteration 28Q: 3 clusters Score -254040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -254043.312500 Penalty: 764.480408
	Iteration 29Q: 3 clusters Score -254043.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -254045.906250 Penalty: 764.480408
	Iteration 30Q: 3 clusters Score -254045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -254048.671875 Penalty: 764.480408
	Iteration 31Q: 3 clusters Score -254048.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -254052.328125 Penalty: 764.480408
	Iteration 32Q: 3 clusters Score -254052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -254055.718750 Penalty: 764.480408
	Iteration 33Q: 3 clusters Score -254055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -254058.890625 Penalty: 764.480408
	Iteration 34Q: 3 clusters Score -254058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -254063.062500 Penalty: 764.480408
	Iteration 35Q: 3 clusters Score -254063.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -254067.906250 Penalty: 764.480408
	Iteration 36Q: 3 clusters Score -254067.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -254073.578125 Penalty: 764.480408
	Iteration 37Q: 3 clusters Score -254073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -254076.656250 Penalty: 764.480408
	Iteration 38Q: 3 clusters Score -254076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -254079.859375 Penalty: 764.480408
	Iteration 39Q: 3 clusters Score -254079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -254081.234375 Penalty: 764.480408
	Iteration 40F: 3 clusters Score -254081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -254082.609375 Penalty: 764.480408
	Iteration 41Q: 3 clusters Score -254082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -254084.078125 Penalty: 764.480408
	Iteration 42Q: 3 clusters Score -254084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -254084.015625 Penalty: 764.480408
	Iteration 43Q: 3 clusters Score -254084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -254084.234375 Penalty: 764.480408
	Iteration 44Q: 3 clusters Score -254084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -254084.109375 Penalty: 764.480408
	Iteration 45Q: 3 clusters Score -254084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -254085.031250 Penalty: 764.480408
	Iteration 46Q: 3 clusters Score -254085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -254085.125000 Penalty: 764.480408
	Iteration 47Q: 3 clusters Score -254085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -254085.468750 Penalty: 764.480408
	Iteration 48Q: 3 clusters Score -254085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -254086.937500 Penalty: 764.480408
	Iteration 49Q: 3 clusters Score -254086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -254088.000000 Penalty: 764.480408
	Iteration 50Q: 3 clusters Score -254088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -254088.484375 Penalty: 764.480408
	Iteration 51Q: 3 clusters Score -254088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -254088.734375 Penalty: 764.480408
	Iteration 52Q: 3 clusters Score -254088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -254088.734375 Penalty: 764.480408
	Iteration 53F: 3 clusters Score -254088.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -240248.640625 Penalty: 380.148407
	Iteration 0F: 2 clusters Score -240248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -237368.781250 Penalty: 760.296814
	Iteration 0F: 3 clusters Score -237368.8 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -238541.640625 Penalty: 760.296814
	Iteration 1F: 3 clusters Score -238541.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -238728.515625 Penalty: 760.296814
	Iteration 2F: 3 clusters Score -238728.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -238934.625000 Penalty: 760.296814
	Iteration 3F: 3 clusters Score -238934.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -239114.984375 Penalty: 760.296814
	Iteration 4F: 3 clusters Score -239115 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -239300.625000 Penalty: 760.296814
	Iteration 5Q: 3 clusters Score -239300.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -239462.843750 Penalty: 760.296814
	Iteration 6Q: 3 clusters Score -239462.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -239576.437500 Penalty: 760.296814
	Iteration 7Q: 3 clusters Score -239576.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -239671.250000 Penalty: 760.296814
	Iteration 8Q: 3 clusters Score -239671.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -239733.671875 Penalty: 760.296814
	Iteration 9Q: 3 clusters Score -239733.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -239764.031250 Penalty: 760.296814
	Iteration 10Q: 3 clusters Score -239764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -239787.734375 Penalty: 760.296814
	Iteration 11Q: 3 clusters Score -239787.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -239815.625000 Penalty: 760.296814
	Iteration 12Q: 3 clusters Score -239815.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -239833.437500 Penalty: 760.296814
	Iteration 13Q: 3 clusters Score -239833.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -239847.281250 Penalty: 760.296814
	Iteration 14Q: 3 clusters Score -239847.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -239859.968750 Penalty: 760.296814
	Iteration 15Q: 3 clusters Score -239860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -239868.765625 Penalty: 760.296814
	Iteration 16Q: 3 clusters Score -239868.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -239879.250000 Penalty: 760.296814
	Iteration 17Q: 3 clusters Score -239879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -239890.531250 Penalty: 760.296814
	Iteration 18Q: 3 clusters Score -239890.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -239897.437500 Penalty: 760.296814
	Iteration 19Q: 3 clusters Score -239897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -239902.265625 Penalty: 760.296814
	Iteration 20F: 3 clusters Score -239902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -239907.890625 Penalty: 760.296814
	Iteration 21Q: 3 clusters Score -239907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -239914.125000 Penalty: 760.296814
	Iteration 22Q: 3 clusters Score -239914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -239917.718750 Penalty: 760.296814
	Iteration 23Q: 3 clusters Score -239917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -239922.687500 Penalty: 760.296814
	Iteration 24Q: 3 clusters Score -239922.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -239930.484375 Penalty: 760.296814
	Iteration 25Q: 3 clusters Score -239930.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -239934.781250 Penalty: 760.296814
	Iteration 26Q: 3 clusters Score -239934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -239938.406250 Penalty: 760.296814
	Iteration 27Q: 3 clusters Score -239938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -239939.531250 Penalty: 760.296814
	Iteration 28Q: 3 clusters Score -239939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -239942.500000 Penalty: 760.296814
	Iteration 29Q: 3 clusters Score -239942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -239945.562500 Penalty: 760.296814
	Iteration 30Q: 3 clusters Score -239945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -239947.500000 Penalty: 760.296814
	Iteration 31Q: 3 clusters Score -239947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -239948.468750 Penalty: 760.296814
	Iteration 32Q: 3 clusters Score -239948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -239949.187500 Penalty: 760.296814
	Iteration 33Q: 3 clusters Score -239949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -239950.359375 Penalty: 760.296814
	Iteration 34Q: 3 clusters Score -239950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -239951.203125 Penalty: 760.296814
	Iteration 35Q: 3 clusters Score -239951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -239952.328125 Penalty: 760.296814
	Iteration 36Q: 3 clusters Score -239952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -239952.390625 Penalty: 760.296814
	Iteration 37Q: 3 clusters Score -239952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -239952.703125 Penalty: 760.296814
	Iteration 38Q: 3 clusters Score -239952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -239952.484375 Penalty: 760.296814
	Iteration 39Q: 3 clusters Score -239952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -239952.562500 Penalty: 760.296814
	Iteration 40F: 3 clusters Score -239952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6970.758789 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6970.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6760.154785 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6760.155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6855.961426 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6855.961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6880.360352 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6880.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6897.355957 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6897.356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6906.137695 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6906.138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6911.817383 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6911.817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6913.360840 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6913.361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6914.662109 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6914.662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6914.662109 Penalty: 449.037140
	Iteration 8F: 3 clusters Score -6914.662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Entering Unmasked Estep 
Score: -737660.562500 Penalty: 426.015411
	Iteration 0F: 2 clusters Score -737660.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -729932.437500 Penalty: 852.030823
	Iteration 0F: 3 clusters Score -729932.4 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -733078.062500 Penalty: 852.030823
	Iteration 1F: 3 clusters Score -733078.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -733477.062500 Penalty: 852.030823
	Iteration 2F: 3 clusters Score -733477.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -734100.375000 Penalty: 852.030823
	Iteration 3F: 3 clusters Score -734100.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -734967.437500 Penalty: 852.030823
	Iteration 4F: 3 clusters Score -734967.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -735864.562500 Penalty: 852.030823
	Iteration 5F: 3 clusters Score -735864.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -736527.875000 Penalty: 852.030823
	Iteration 6F: 3 clusters Score -736527.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -736813.000000 Penalty: 852.030823
	Iteration 7Q: 3 clusters Score -736813 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -736928.750000 Penalty: 852.030823
	Iteration 8Q: 3 clusters Score -736928.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -736991.125000 Penalty: 852.030823
	Iteration 9Q: 3 clusters Score -736991.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -737037.187500 Penalty: 852.030823
	Iteration 10Q: 3 clusters Score -737037.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -737072.437500 Penalty: 852.030823
	Iteration 11Q: 3 clusters Score -737072.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -737097.375000 Penalty: 852.030823
	Iteration 12Q: 3 clusters Score -737097.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -737121.875000 Penalty: 852.030823
	Iteration 13Q: 3 clusters Score -737121.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -737139.000000 Penalty: 852.030823
	Iteration 14Q: 3 clusters Score -737139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -737152.312500 Penalty: 852.030823
	Iteration 15Q: 3 clusters Score -737152.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -737162.625000 Penalty: 852.030823
	Iteration 16Q: 3 clusters Score -737162.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -737176.000000 Penalty: 852.030823
	Iteration 17Q: 3 clusters Score -737176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -737181.750000 Penalty: 852.030823
	Iteration 18Q: 3 clusters Score -737181.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -737184.125000 Penalty: 852.030823
	Iteration 19Q: 3 clusters Score -737184.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -737192.125000 Penalty: 852.030823
	Iteration 20F: 3 clusters Score -737192.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -737196.000000 Penalty: 852.030823
	Iteration 21Q: 3 clusters Score -737196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -737198.750000 Penalty: 852.030823
	Iteration 22Q: 3 clusters Score -737198.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -737200.687500 Penalty: 852.030823
	Iteration 23Q: 3 clusters Score -737200.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -737203.812500 Penalty: 852.030823
	Iteration 24Q: 3 clusters Score -737203.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -737207.937500 Penalty: 852.030823
	Iteration 25Q: 3 clusters Score -737207.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -737214.000000 Penalty: 852.030823
	Iteration 26Q: 3 clusters Score -737214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -737220.875000 Penalty: 852.030823
	Iteration 27Q: 3 clusters Score -737220.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -737233.687500 Penalty: 852.030823
	Iteration 28Q: 3 clusters Score -737233.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -737246.687500 Penalty: 852.030823
	Iteration 29Q: 3 clusters Score -737246.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -737259.250000 Penalty: 852.030823
	Iteration 30Q: 3 clusters Score -737259.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -737265.062500 Penalty: 852.030823
	Iteration 31Q: 3 clusters Score -737265.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -737268.562500 Penalty: 852.030823
	Iteration 32Q: 3 clusters Score -737268.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -737271.125000 Penalty: 852.030823
	Iteration 33Q: 3 clusters Score -737271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -737274.687500 Penalty: 852.030823
	Iteration 34Q: 3 clusters Score -737274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -737278.312500 Penalty: 852.030823
	Iteration 35Q: 3 clusters Score -737278.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -737281.187500 Penalty: 852.030823
	Iteration 36Q: 3 clusters Score -737281.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -737284.375000 Penalty: 852.030823
	Iteration 37Q: 3 clusters Score -737284.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -737288.437500 Penalty: 852.030823
	Iteration 38Q: 3 clusters Score -737288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -737288.187500 Penalty: 852.030823
	Iteration 39Q: 3 clusters Score -737288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -737292.187500 Penalty: 852.030823
	Iteration 40F: 3 clusters Score -737292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -737295.187500 Penalty: 852.030823
	Iteration 41Q: 3 clusters Score -737295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -737295.000000 Penalty: 852.030823
	Iteration 42Q: 3 clusters Score -737295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -737296.437500 Penalty: 852.030823
	Iteration 43Q: 3 clusters Score -737296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -737296.062500 Penalty: 852.030823
	Iteration 44Q: 3 clusters Score -737296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -737295.375000 Penalty: 852.030823
	Iteration 45Q: 3 clusters Score -737295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -737295.375000 Penalty: 852.030823
	Iteration 46F: 3 clusters Score -737295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -129310.445312 Penalty: 354.174591
	Iteration 0F: 2 clusters Score -129310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -127618.101562 Penalty: 708.349182
	Iteration 0F: 3 clusters Score -127618.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -128152.703125 Penalty: 708.349182
	Iteration 1F: 3 clusters Score -128152.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -128234.968750 Penalty: 708.349182
	Iteration 2F: 3 clusters Score -128235 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -128295.843750 Penalty: 708.349182
	Iteration 3F: 3 clusters Score -128295.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -128357.882812 Penalty: 708.349182
	Iteration 4Q: 3 clusters Score -128357.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -128434.476562 Penalty: 708.349182
	Iteration 5Q: 3 clusters Score -128434.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -128516.781250 Penalty: 708.349182
	Iteration 6F: 3 clusters Score -128516.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -128582.476562 Penalty: 708.349182
	Iteration 7Q: 3 clusters Score -128582.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -128645.765625 Penalty: 708.349182
	Iteration 8Q: 3 clusters Score -128645.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -128700.062500 Penalty: 708.349182
	Iteration 9Q: 3 clusters Score -128700.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -128748.281250 Penalty: 708.349182
	Iteration 10Q: 3 clusters Score -128748.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -128790.421875 Penalty: 708.349182
	Iteration 11Q: 3 clusters Score -128790.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -128831.679688 Penalty: 708.349182
	Iteration 12Q: 3 clusters Score -128831.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -128858.921875 Penalty: 708.349182
	Iteration 13Q: 3 clusters Score -128858.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -128887.523438 Penalty: 708.349182
	Iteration 14Q: 3 clusters Score -128887.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -128907.242188 Penalty: 708.349182
	Iteration 15Q: 3 clusters Score -128907.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -128919.210938 Penalty: 708.349182
	Iteration 16Q: 3 clusters Score -128919.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -128925.507812 Penalty: 708.349182
	Iteration 17Q: 3 clusters Score -128925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -128931.132812 Penalty: 708.349182
	Iteration 18Q: 3 clusters Score -128931.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -128936.609375 Penalty: 708.349182
	Iteration 19Q: 3 clusters Score -128936.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -128950.382812 Penalty: 708.349182
	Iteration 20F: 3 clusters Score -128950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -128960.562500 Penalty: 708.349182
	Iteration 21Q: 3 clusters Score -128960.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -128972.515625 Penalty: 708.349182
	Iteration 22Q: 3 clusters Score -128972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -128982.976562 Penalty: 708.349182
	Iteration 23Q: 3 clusters Score -128983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -128988.640625 Penalty: 708.349182
	Iteration 24Q: 3 clusters Score -128988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -128993.929688 Penalty: 708.349182
	Iteration 25Q: 3 clusters Score -128993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -128997.562500 Penalty: 708.349182
	Iteration 26Q: 3 clusters Score -128997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -129003.820312 Penalty: 708.349182
	Iteration 27Q: 3 clusters Score -129003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -129007.875000 Penalty: 708.349182
	Iteration 28Q: 3 clusters Score -129007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -129009.890625 Penalty: 708.349182
	Iteration 29Q: 3 clusters Score -129009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -129011.562500 Penalty: 708.349182
	Iteration 30Q: 3 clusters Score -129011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -129012.585938 Penalty: 708.349182
	Iteration 31Q: 3 clusters Score -129012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -129012.585938 Penalty: 708.349182
	Iteration 32F: 3 clusters Score -129012.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -54604.101562 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54604.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -54825.132812 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54825.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -54858.156250 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54858.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54885.175781 Penalty: 627.599182
	Iteration 3Q: 3 clusters Score -54885.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54903.070312 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -54903.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54914.335938 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54914.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54920.683594 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -54920.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -54924.546875 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -54924.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54928.875000 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -54928.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -54932.511719 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -54932.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -54936.171875 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -54936.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -54937.437500 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -54937.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -54940.691406 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -54940.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -54943.671875 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -54943.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54945.457031 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -54945.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -54951.441406 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -54951.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54961.050781 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -54961.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -54974.742188 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -54974.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -54985.640625 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -54985.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -55000.921875 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -55000.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -55026.566406 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55026.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -55047.101562 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55047.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -55074.460938 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -55074.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -55092.265625 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -55092.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -55107.980469 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -55107.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -55126.285156 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -55126.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -55151.257812 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -55151.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -55164.406250 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -55164.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -55178.511719 Penalty: 627.599182
	Iteration 28Q: 3 clusters Score -55178.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -55206.878906 Penalty: 627.599182
	Iteration 29Q: 3 clusters Score -55206.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -55237.828125 Penalty: 627.599182
	Iteration 30Q: 3 clusters Score -55237.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -55256.925781 Penalty: 627.599182
	Iteration 31Q: 3 clusters Score -55256.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -55267.199219 Penalty: 627.599182
	Iteration 32Q: 3 clusters Score -55267.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -55287.054688 Penalty: 627.599182
	Iteration 33Q: 3 clusters Score -55287.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -55302.101562 Penalty: 627.599182
	Iteration 34Q: 3 clusters Score -55302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -55311.582031 Penalty: 627.599182
	Iteration 35Q: 3 clusters Score -55311.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -55315.660156 Penalty: 627.599182
	Iteration 36Q: 3 clusters Score -55315.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -55316.894531 Penalty: 627.599182
	Iteration 37Q: 3 clusters Score -55316.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -55319.253906 Penalty: 627.599182
	Iteration 38Q: 3 clusters Score -55319.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -55321.902344 Penalty: 627.599182
	Iteration 39Q: 3 clusters Score -55321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -55325.433594 Penalty: 627.599182
	Iteration 40F: 3 clusters Score -55325.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -55330.722656 Penalty: 627.599182
	Iteration 41Q: 3 clusters Score -55330.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -55337.292969 Penalty: 627.599182
	Iteration 42Q: 3 clusters Score -55337.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -55347.968750 Penalty: 627.599182
	Iteration 43Q: 3 clusters Score -55347.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -55354.667969 Penalty: 627.599182
	Iteration 44Q: 3 clusters Score -55354.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -55356.003906 Penalty: 627.599182
	Iteration 45Q: 3 clusters Score -55356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -55356.003906 Penalty: 627.599182
	Iteration 46F: 3 clusters Score -55356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 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 665 members 
Entering Unmasked Estep 
Score: -76153.359375 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76153.36 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -76460.851562 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76460.85 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -76535.671875 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76535.67 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76599.687500 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76599.69 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76668.695312 Penalty: 657.054016
	Iteration 4F: 3 clusters Score -76668.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76706.710938 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76706.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76749.179688 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76749.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -76803.515625 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76803.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -76856.562500 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76856.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -76906.367188 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76906.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -76945.421875 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76945.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -76962.882812 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76962.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -76966.382812 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76966.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -76968.593750 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76968.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -76970.000000 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -76971.546875 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76971.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -76971.968750 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76971.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -76973.578125 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76973.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -76976.476562 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76976.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -76976.476562 Penalty: 657.054016
	Iteration 19F: 3 clusters Score -76976.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7314.554688 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7314.555 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 76 members 
Entering Unmasked Estep 
Score: -7103.391602 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7103.392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7202.489746 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7202.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7236.743652 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7236.744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7249.056152 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7249.056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7253.489746 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7253.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7254.918457 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7254.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7254.918457 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -7254.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40004.882812 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -40004.88 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40249.664062 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40249.66 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40380.679688 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40380.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40448.527344 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40448.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40482.945312 Penalty: 601.573303
	Iteration 4F: 3 clusters Score -40482.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40498.019531 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40498.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40516.589844 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40516.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40525.781250 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40525.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40530.113281 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40530.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40531.875000 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40531.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40532.511719 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40532.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40534.070312 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40534.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40535.003906 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40535.925781 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40535.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40536.121094 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40536.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40536.285156 Penalty: 601.573303
	Iteration 15Q: 3 clusters Score -40536.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40536.285156 Penalty: 601.573303
	Iteration 16F: 3 clusters Score -40536.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (177517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177517 members 
Entering Unmasked Estep 
Score: -10349951.000000 Penalty: 549.950378
	Iteration 0F: 2 clusters Score -1.034995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -10236900.000000 Penalty: 1099.900757
	Iteration 0F: 3 clusters Score -1.02369e+07 nChanged 87145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -10289632.000000 Penalty: 1099.900757
	Iteration 1F: 3 clusters Score -1.028963e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -10291279.000000 Penalty: 1099.900757
	Iteration 2Q: 3 clusters Score -1.029128e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -10293544.000000 Penalty: 1099.900757
	Iteration 3Q: 3 clusters Score -1.029354e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -10297218.000000 Penalty: 1099.900757
	Iteration 4Q: 3 clusters Score -1.029722e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -10303110.000000 Penalty: 1099.900757
	Iteration 5F: 3 clusters Score -1.030311e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -10311379.000000 Penalty: 1099.900757
	Iteration 6F: 3 clusters Score -1.031138e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 115659 members 
Entering Unmasked Estep 
Score: -10319819.000000 Penalty: 1099.900757
	Iteration 7F: 3 clusters Score -1.031982e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 120242 members 
Entering Unmasked Estep 
Score: -10325299.000000 Penalty: 1099.900757
	Iteration 8F: 3 clusters Score -1.03253e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 123999 members 
Entering Unmasked Estep 
Score: -10327813.000000 Penalty: 1099.900757
	Iteration 9Q: 3 clusters Score -1.032781e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 127859 members 
Entering Unmasked Estep 
Score: -10329400.000000 Penalty: 1099.900757
	Iteration 10Q: 3 clusters Score -1.03294e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 131888 members 
Entering Unmasked Estep 
Score: -10330976.000000 Penalty: 1099.900757
	Iteration 11Q: 3 clusters Score -1.033098e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 136447 members 
Entering Unmasked Estep 
Score: -10332612.000000 Penalty: 1099.900757
	Iteration 12Q: 3 clusters Score -1.033261e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -10334609.000000 Penalty: 1099.900757
	Iteration 13Q: 3 clusters Score -1.033461e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 147209 members 
Entering Unmasked Estep 
Score: -10336757.000000 Penalty: 1099.900757
	Iteration 14Q: 3 clusters Score -1.033676e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -10339274.000000 Penalty: 1099.900757
	Iteration 15Q: 3 clusters Score -1.033927e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -10341857.000000 Penalty: 1099.900757
	Iteration 16Q: 3 clusters Score -1.034186e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -10344128.000000 Penalty: 1099.900757
	Iteration 17Q: 3 clusters Score -1.034413e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -10346319.000000 Penalty: 1099.900757
	Iteration 18Q: 3 clusters Score -1.034632e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 173285 members 
Entering Unmasked Estep 
Score: -10348006.000000 Penalty: 1099.900757
	Iteration 19Q: 3 clusters Score -1.034801e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 175823 members 
Entering Unmasked Estep 
Score: -10348861.000000 Penalty: 1099.900757
	Iteration 20F: 3 clusters Score -1.034886e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176997 members 
Entering Unmasked Estep 
Score: -10349281.000000 Penalty: 1099.900757
	Iteration 21Q: 3 clusters Score -1.034928e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 177341 members 
Entering Unmasked Estep 
Score: -10349404.000000 Penalty: 1099.900757
	Iteration 22Q: 3 clusters Score -1.03494e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 177423 members 
Entering Unmasked Estep 
Score: -10349457.000000 Penalty: 1099.900757
	Iteration 23Q: 3 clusters Score -1.034946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -10349489.000000 Penalty: 1099.900757
	Iteration 24Q: 3 clusters Score -1.034949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 177451 members 
Entering Unmasked Estep 
Score: -10349504.000000 Penalty: 1099.900757
	Iteration 25Q: 3 clusters Score -1.03495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -10349502.000000 Penalty: 1099.900757
	Iteration 26Q: 3 clusters Score -1.03495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 177455 members 
Entering Unmasked Estep 
Score: -10349505.000000 Penalty: 1099.900757
	Iteration 27Q: 3 clusters Score -1.03495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 177457 members 
Entering Unmasked Estep 
Score: -10349505.000000 Penalty: 1099.900757
	Iteration 28Q: 3 clusters Score -1.03495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 177458 members 
Entering Unmasked Estep 
Score: -10349513.000000 Penalty: 1099.900757
	Iteration 29Q: 3 clusters Score -1.034951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 177461 members 
Entering Unmasked Estep 
Score: -10349498.000000 Penalty: 1099.900757
	Iteration 30Q: 3 clusters Score -1.03495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -10349501.000000 Penalty: 1099.900757
	Iteration 31Q: 3 clusters Score -1.03495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 177463 members 
Entering Unmasked Estep 
Score: -10349502.000000 Penalty: 1099.900757
	Iteration 32Q: 3 clusters Score -1.03495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -10349503.000000 Penalty: 1099.900757
	Iteration 33Q: 3 clusters Score -1.03495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -10349503.000000 Penalty: 1099.900757
	Iteration 34F: 3 clusters Score -1.03495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (124245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Entering Unmasked Estep 
Score: -7424006.500000 Penalty: 533.715515
	Iteration 0F: 2 clusters Score -7424006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -7343136.500000 Penalty: 1067.431030
	Iteration 0F: 3 clusters Score -7343136 nChanged 60962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -7383276.500000 Penalty: 1067.431030
	Iteration 1F: 3 clusters Score -7383276 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -7387202.000000 Penalty: 1067.431030
	Iteration 2F: 3 clusters Score -7387202 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -7392696.000000 Penalty: 1067.431030
	Iteration 3F: 3 clusters Score -7392696 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -7399491.500000 Penalty: 1067.431030
	Iteration 4F: 3 clusters Score -7399492 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7406797.500000 Penalty: 1067.431030
	Iteration 5F: 3 clusters Score -7406798 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -7412011.000000 Penalty: 1067.431030
	Iteration 6Q: 3 clusters Score -7412011 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -7414697.500000 Penalty: 1067.431030
	Iteration 7Q: 3 clusters Score -7414698 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111349 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7416091.500000 Penalty: 1067.431030
	Iteration 8Q: 3 clusters Score -7416092 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -7417089.000000 Penalty: 1067.431030
	Iteration 9Q: 3 clusters Score -7417089 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -7417979.500000 Penalty: 1067.431030
	Iteration 10Q: 3 clusters Score -7417980 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -7418789.000000 Penalty: 1067.431030
	Iteration 11Q: 3 clusters Score -7418789 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117010 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -7419506.000000 Penalty: 1067.431030
	Iteration 12Q: 3 clusters Score -7419506 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -7420167.500000 Penalty: 1067.431030
	Iteration 13Q: 3 clusters Score -7420168 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119000 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -7420718.500000 Penalty: 1067.431030
	Iteration 14Q: 3 clusters Score -7420718 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119822 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -7421222.500000 Penalty: 1067.431030
	Iteration 15Q: 3 clusters Score -7421222 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120561 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7421675.500000 Penalty: 1067.431030
	Iteration 16Q: 3 clusters Score -7421676 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7422111.000000 Penalty: 1067.431030
	Iteration 17Q: 3 clusters Score -7422111 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121799 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7422528.500000 Penalty: 1067.431030
	Iteration 18Q: 3 clusters Score -7422528 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7422792.500000 Penalty: 1067.431030
	Iteration 19Q: 3 clusters Score -7422792 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122585 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7423010.000000 Penalty: 1067.431030
	Iteration 20F: 3 clusters Score -7423010 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7423161.500000 Penalty: 1067.431030
	Iteration 21Q: 3 clusters Score -7423162 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7423327.000000 Penalty: 1067.431030
	Iteration 22Q: 3 clusters Score -7423327 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7423433.000000 Penalty: 1067.431030
	Iteration 23Q: 3 clusters Score -7423433 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7423473.500000 Penalty: 1067.431030
	Iteration 24Q: 3 clusters Score -7423474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7423485.500000 Penalty: 1067.431030
	Iteration 25Q: 3 clusters Score -7423486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123583 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7423510.000000 Penalty: 1067.431030
	Iteration 26Q: 3 clusters Score -7423510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123637 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7423529.000000 Penalty: 1067.431030
	Iteration 27Q: 3 clusters Score -7423529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7423534.500000 Penalty: 1067.431030
	Iteration 28Q: 3 clusters Score -7423534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123717 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7423535.500000 Penalty: 1067.431030
	Iteration 29Q: 3 clusters Score -7423536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123749 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7423555.500000 Penalty: 1067.431030
	Iteration 30Q: 3 clusters Score -7423556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7423555.000000 Penalty: 1067.431030
	Iteration 31Q: 3 clusters Score -7423555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123788 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7423547.000000 Penalty: 1067.431030
	Iteration 32Q: 3 clusters Score -7423547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123799 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7423548.000000 Penalty: 1067.431030
	Iteration 33Q: 3 clusters Score -7423548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7423549.000000 Penalty: 1067.431030
	Iteration 34Q: 3 clusters Score -7423549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7423550.500000 Penalty: 1067.431030
	Iteration 35Q: 3 clusters Score -7423550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7423559.500000 Penalty: 1067.431030
	Iteration 36Q: 3 clusters Score -7423560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123818 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7423559.500000 Penalty: 1067.431030
	Iteration 37Q: 3 clusters Score -7423560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7423558.000000 Penalty: 1067.431030
	Iteration 38Q: 3 clusters Score -7423558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123820 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7423554.500000 Penalty: 1067.431030
	Iteration 39Q: 3 clusters Score -7423554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7423547.500000 Penalty: 1067.431030
	Iteration 40F: 3 clusters Score -7423548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123826 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7423552.000000 Penalty: 1067.431030
	Iteration 41Q: 3 clusters Score -7423552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7423553.500000 Penalty: 1067.431030
	Iteration 42Q: 3 clusters Score -7423554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7423557.000000 Penalty: 1067.431030
	Iteration 43Q: 3 clusters Score -7423557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7423559.000000 Penalty: 1067.431030
	Iteration 44Q: 3 clusters Score -7423559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123853 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7423554.500000 Penalty: 1067.431030
	Iteration 45Q: 3 clusters Score -7423554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123864 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7423560.500000 Penalty: 1067.431030
	Iteration 46Q: 3 clusters Score -7423560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123879 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7423559.500000 Penalty: 1067.431030
	Iteration 47Q: 3 clusters Score -7423560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7423560.000000 Penalty: 1067.431030
	Iteration 48Q: 3 clusters Score -7423560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7423561.500000 Penalty: 1067.431030
	Iteration 49Q: 3 clusters Score -7423562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123893 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7423568.000000 Penalty: 1067.431030
	Iteration 50Q: 3 clusters Score -7423568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7423569.500000 Penalty: 1067.431030
	Iteration 51Q: 3 clusters Score -7423570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7423565.500000 Penalty: 1067.431030
	Iteration 52Q: 3 clusters Score -7423566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7423571.500000 Penalty: 1067.431030
	Iteration 53Q: 3 clusters Score -7423572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7423567.500000 Penalty: 1067.431030
	Iteration 54Q: 3 clusters Score -7423568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123934 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7423574.000000 Penalty: 1067.431030
	Iteration 55Q: 3 clusters Score -7423574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123941 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7423590.000000 Penalty: 1067.431030
	Iteration 56Q: 3 clusters Score -7423590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7423587.500000 Penalty: 1067.431030
	Iteration 57Q: 3 clusters Score -7423588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7423582.000000 Penalty: 1067.431030
	Iteration 58Q: 3 clusters Score -7423582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7423589.000000 Penalty: 1067.431030
	Iteration 59Q: 3 clusters Score -7423589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7423589.000000 Penalty: 1067.431030
	Iteration 60F: 3 clusters Score -7423589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123956 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7423597.500000 Penalty: 1067.431030
	Iteration 61Q: 3 clusters Score -7423598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123966 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7423609.000000 Penalty: 1067.431030
	Iteration 62Q: 3 clusters Score -7423609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7423609.000000 Penalty: 1067.431030
	Iteration 63Q: 3 clusters Score -7423609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123983 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7423605.000000 Penalty: 1067.431030
	Iteration 64Q: 3 clusters Score -7423605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123989 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7423611.500000 Penalty: 1067.431030
	Iteration 65Q: 3 clusters Score -7423612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123996 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7423620.000000 Penalty: 1067.431030
	Iteration 66Q: 3 clusters Score -7423620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124001 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7423620.500000 Penalty: 1067.431030
	Iteration 67Q: 3 clusters Score -7423620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124005 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7423622.500000 Penalty: 1067.431030
	Iteration 68Q: 3 clusters Score -7423622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7423621.000000 Penalty: 1067.431030
	Iteration 69Q: 3 clusters Score -7423621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124007 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7423623.500000 Penalty: 1067.431030
	Iteration 70Q: 3 clusters Score -7423624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124007 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7423623.500000 Penalty: 1067.431030
	Iteration 71F: 3 clusters Score -7423624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -77298.000000 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -77298 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 693 members 
Entering Unmasked Estep 
Score: -76243.945312 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -76243.95 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -76587.843750 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -76587.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -76663.312500 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -76663.31 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -76720.757812 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -76720.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -76785.015625 Penalty: 659.419495
	Iteration 4F: 3 clusters Score -76785.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -76837.804688 Penalty: 659.419495
	Iteration 5Q: 3 clusters Score -76837.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -76863.414062 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -76863.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -76880.812500 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -76880.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76891.750000 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -76891.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -76897.781250 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -76897.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -76903.289062 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -76903.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -76908.593750 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -76908.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -76911.742188 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -76911.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -76914.992188 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -76914.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -76919.375000 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -76919.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -76923.929688 Penalty: 659.419495
	Iteration 15Q: 3 clusters Score -76923.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -76929.515625 Penalty: 659.419495
	Iteration 16Q: 3 clusters Score -76929.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -76934.148438 Penalty: 659.419495
	Iteration 17Q: 3 clusters Score -76934.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -76937.062500 Penalty: 659.419495
	Iteration 18Q: 3 clusters Score -76937.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -76941.085938 Penalty: 659.419495
	Iteration 19Q: 3 clusters Score -76941.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -76944.093750 Penalty: 659.419495
	Iteration 20F: 3 clusters Score -76944.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -76947.117188 Penalty: 659.419495
	Iteration 21Q: 3 clusters Score -76947.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -76952.203125 Penalty: 659.419495
	Iteration 22Q: 3 clusters Score -76952.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -76959.570312 Penalty: 659.419495
	Iteration 23Q: 3 clusters Score -76959.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -76967.242188 Penalty: 659.419495
	Iteration 24Q: 3 clusters Score -76967.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -76975.046875 Penalty: 659.419495
	Iteration 25Q: 3 clusters Score -76975.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -76981.914062 Penalty: 659.419495
	Iteration 26Q: 3 clusters Score -76981.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -76988.835938 Penalty: 659.419495
	Iteration 27Q: 3 clusters Score -76988.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -76994.468750 Penalty: 659.419495
	Iteration 28Q: 3 clusters Score -76994.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -76999.562500 Penalty: 659.419495
	Iteration 29Q: 3 clusters Score -76999.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77002.289062 Penalty: 659.419495
	Iteration 30Q: 3 clusters Score -77002.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -77004.109375 Penalty: 659.419495
	Iteration 31Q: 3 clusters Score -77004.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -77004.742188 Penalty: 659.419495
	Iteration 32Q: 3 clusters Score -77004.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77006.132812 Penalty: 659.419495
	Iteration 33Q: 3 clusters Score -77006.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -77006.773438 Penalty: 659.419495
	Iteration 34Q: 3 clusters Score -77006.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77007.476562 Penalty: 659.419495
	Iteration 35Q: 3 clusters Score -77007.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77007.687500 Penalty: 659.419495
	Iteration 36Q: 3 clusters Score -77007.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77007.687500 Penalty: 659.419495
	Iteration 37F: 3 clusters Score -77007.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1831.441040 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1831.441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1881.150879 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1881.151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1882.539307 Penalty: 355.994110
	Iteration 2Q: 3 clusters Score -1882.539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1882.539307 Penalty: 355.994110
	Iteration 3F: 3 clusters Score -1882.539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -60981.468750 Penalty: 315.114594
	Iteration 0F: 2 clusters Score -60981.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60154.796875 Penalty: 630.229187
	Iteration 0F: 3 clusters Score -60154.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60453.406250 Penalty: 630.229187
	Iteration 1F: 3 clusters Score -60453.41 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60572.824219 Penalty: 630.229187
	Iteration 2F: 3 clusters Score -60572.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60674.199219 Penalty: 630.229187
	Iteration 3F: 3 clusters Score -60674.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60728.121094 Penalty: 630.229187
	Iteration 4F: 3 clusters Score -60728.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60761.015625 Penalty: 630.229187
	Iteration 5Q: 3 clusters Score -60761.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60781.363281 Penalty: 630.229187
	Iteration 6Q: 3 clusters Score -60781.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60794.550781 Penalty: 630.229187
	Iteration 7Q: 3 clusters Score -60794.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60805.050781 Penalty: 630.229187
	Iteration 8Q: 3 clusters Score -60805.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60813.089844 Penalty: 630.229187
	Iteration 9Q: 3 clusters Score -60813.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60820.066406 Penalty: 630.229187
	Iteration 10Q: 3 clusters Score -60820.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60829.195312 Penalty: 630.229187
	Iteration 11Q: 3 clusters Score -60829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60844.371094 Penalty: 630.229187
	Iteration 12Q: 3 clusters Score -60844.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60855.503906 Penalty: 630.229187
	Iteration 13Q: 3 clusters Score -60855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60858.699219 Penalty: 630.229187
	Iteration 14Q: 3 clusters Score -60858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60862.125000 Penalty: 630.229187
	Iteration 15Q: 3 clusters Score -60862.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60864.562500 Penalty: 630.229187
	Iteration 16Q: 3 clusters Score -60864.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60865.726562 Penalty: 630.229187
	Iteration 17Q: 3 clusters Score -60865.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60865.875000 Penalty: 630.229187
	Iteration 18Q: 3 clusters Score -60865.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60865.875000 Penalty: 630.229187
	Iteration 19F: 3 clusters Score -60865.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -55633.238281 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -55633.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54787.085938 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -54787.09 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -55047.644531 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -55047.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55131.800781 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -55131.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55192.902344 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -55192.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55247.773438 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -55247.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55303.320312 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -55303.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55340.617188 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -55340.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55366.246094 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -55366.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55386.062500 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -55386.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55396.347656 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -55396.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55406.894531 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -55406.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55411.402344 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -55411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55413.765625 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -55413.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55416.468750 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -55416.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55419.253906 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -55419.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55423.066406 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -55423.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55425.628906 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -55425.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55426.804688 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -55426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55429.656250 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -55429.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55429.656250 Penalty: 633.650269
	Iteration 19F: 3 clusters Score -55429.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -73595.757812 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73595.76 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73875.523438 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73875.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -73916.859375 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -73916.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -73944.148438 Penalty: 654.557007
	Iteration 3Q: 3 clusters Score -73944.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -73981.984375 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -73981.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74021.593750 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74021.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74042.953125 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74042.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74062.343750 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74062.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74083.375000 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74083.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74106.468750 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74106.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74134.093750 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74134.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74169.140625 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74169.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74194.062500 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74194.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74221.335938 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74221.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74250.210938 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74250.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74294.625000 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74294.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74324.023438 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74324.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74351.507812 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -74351.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74379.554688 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -74379.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -74395.140625 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -74395.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -74405.148438 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -74405.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -74426.453125 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -74426.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -74441.304688 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -74441.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -74453.679688 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -74453.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -74461.796875 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -74461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -74465.593750 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -74465.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -74465.757812 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -74465.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -74466.179688 Penalty: 654.557007
	Iteration 27Q: 3 clusters Score -74466.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -74466.179688 Penalty: 654.557007
	Iteration 28F: 3 clusters Score -74466.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3770.024902 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3770.025 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 28 members 
Entering Unmasked Estep 
Score: -3598.671631 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3598.672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3620.057129 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3620.057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3623.779785 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3623.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3625.665039 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3625.665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3629.128174 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3629.128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3629.128174 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -3629.128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Entering Unmasked Estep 
Score: -747723.125000 Penalty: 427.221802
	Iteration 0F: 2 clusters Score -747723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -739755.250000 Penalty: 854.443604
	Iteration 0F: 3 clusters Score -739755.2 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -743205.312500 Penalty: 854.443604
	Iteration 1F: 3 clusters Score -743205.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -743665.250000 Penalty: 854.443604
	Iteration 2F: 3 clusters Score -743665.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -744315.437500 Penalty: 854.443604
	Iteration 3F: 3 clusters Score -744315.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -745012.437500 Penalty: 854.443604
	Iteration 4F: 3 clusters Score -745012.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -745475.500000 Penalty: 854.443604
	Iteration 5F: 3 clusters Score -745475.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -745645.437500 Penalty: 854.443604
	Iteration 6Q: 3 clusters Score -745645.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -745718.937500 Penalty: 854.443604
	Iteration 7Q: 3 clusters Score -745718.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -745786.375000 Penalty: 854.443604
	Iteration 8Q: 3 clusters Score -745786.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -745840.437500 Penalty: 854.443604
	Iteration 9Q: 3 clusters Score -745840.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -745894.750000 Penalty: 854.443604
	Iteration 10Q: 3 clusters Score -745894.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -745951.000000 Penalty: 854.443604
	Iteration 11Q: 3 clusters Score -745951 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -745999.000000 Penalty: 854.443604
	Iteration 12Q: 3 clusters Score -745999 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -746049.625000 Penalty: 854.443604
	Iteration 13Q: 3 clusters Score -746049.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -746120.500000 Penalty: 854.443604
	Iteration 14Q: 3 clusters Score -746120.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -746193.000000 Penalty: 854.443604
	Iteration 15Q: 3 clusters Score -746193 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -746260.750000 Penalty: 854.443604
	Iteration 16Q: 3 clusters Score -746260.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -746336.750000 Penalty: 854.443604
	Iteration 17Q: 3 clusters Score -746336.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -746407.875000 Penalty: 854.443604
	Iteration 18Q: 3 clusters Score -746407.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -746483.125000 Penalty: 854.443604
	Iteration 19Q: 3 clusters Score -746483.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -746559.312500 Penalty: 854.443604
	Iteration 20F: 3 clusters Score -746559.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -746621.062500 Penalty: 854.443604
	Iteration 21Q: 3 clusters Score -746621.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -746688.437500 Penalty: 854.443604
	Iteration 22Q: 3 clusters Score -746688.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -746747.437500 Penalty: 854.443604
	Iteration 23Q: 3 clusters Score -746747.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -746795.125000 Penalty: 854.443604
	Iteration 24Q: 3 clusters Score -746795.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -746842.562500 Penalty: 854.443604
	Iteration 25Q: 3 clusters Score -746842.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -746889.125000 Penalty: 854.443604
	Iteration 26Q: 3 clusters Score -746889.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -746926.000000 Penalty: 854.443604
	Iteration 27Q: 3 clusters Score -746926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -746952.937500 Penalty: 854.443604
	Iteration 28Q: 3 clusters Score -746952.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -746986.812500 Penalty: 854.443604
	Iteration 29Q: 3 clusters Score -746986.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -747023.125000 Penalty: 854.443604
	Iteration 30Q: 3 clusters Score -747023.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -747061.312500 Penalty: 854.443604
	Iteration 31Q: 3 clusters Score -747061.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -747099.125000 Penalty: 854.443604
	Iteration 32Q: 3 clusters Score -747099.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -747137.687500 Penalty: 854.443604
	Iteration 33Q: 3 clusters Score -747137.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -747158.125000 Penalty: 854.443604
	Iteration 34Q: 3 clusters Score -747158.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -747173.000000 Penalty: 854.443604
	Iteration 35Q: 3 clusters Score -747173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -747189.250000 Penalty: 854.443604
	Iteration 36Q: 3 clusters Score -747189.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -747198.812500 Penalty: 854.443604
	Iteration 37Q: 3 clusters Score -747198.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -747211.312500 Penalty: 854.443604
	Iteration 38Q: 3 clusters Score -747211.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -747221.000000 Penalty: 854.443604
	Iteration 39Q: 3 clusters Score -747221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -747225.875000 Penalty: 854.443604
	Iteration 40F: 3 clusters Score -747225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -747229.687500 Penalty: 854.443604
	Iteration 41Q: 3 clusters Score -747229.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -747234.312500 Penalty: 854.443604
	Iteration 42Q: 3 clusters Score -747234.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -747235.687500 Penalty: 854.443604
	Iteration 43Q: 3 clusters Score -747235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -747239.312500 Penalty: 854.443604
	Iteration 44Q: 3 clusters Score -747239.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -747242.937500 Penalty: 854.443604
	Iteration 45Q: 3 clusters Score -747242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -747248.312500 Penalty: 854.443604
	Iteration 46Q: 3 clusters Score -747248.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -747252.312500 Penalty: 854.443604
	Iteration 47Q: 3 clusters Score -747252.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -747258.437500 Penalty: 854.443604
	Iteration 48Q: 3 clusters Score -747258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -747264.062500 Penalty: 854.443604
	Iteration 49Q: 3 clusters Score -747264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -747266.875000 Penalty: 854.443604
	Iteration 50Q: 3 clusters Score -747266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -747269.687500 Penalty: 854.443604
	Iteration 51Q: 3 clusters Score -747269.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -747273.687500 Penalty: 854.443604
	Iteration 52Q: 3 clusters Score -747273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -747275.687500 Penalty: 854.443604
	Iteration 53Q: 3 clusters Score -747275.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -747278.000000 Penalty: 854.443604
	Iteration 54Q: 3 clusters Score -747278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -747278.875000 Penalty: 854.443604
	Iteration 55Q: 3 clusters Score -747278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -747281.375000 Penalty: 854.443604
	Iteration 56Q: 3 clusters Score -747281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -747281.687500 Penalty: 854.443604
	Iteration 57Q: 3 clusters Score -747281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -747281.500000 Penalty: 854.443604
	Iteration 58Q: 3 clusters Score -747281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -747281.687500 Penalty: 854.443604
	Iteration 59Q: 3 clusters Score -747281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -747281.875000 Penalty: 854.443604
	Iteration 60F: 3 clusters Score -747281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5149.474609 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5149.475 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 43 members 
Entering Unmasked Estep 
Score: -4973.238281 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4973.238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5009.087891 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5009.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5017.572754 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5017.573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5017.572754 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -5017.573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 12081 members 
Mstep: Class 10 contains 32037 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4451 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177517 members 
Mstep: Class 23 contains 124245 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 11962 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060946.000000 Penalty: 18224.343750
Iteration 359Q: 32 clusters Score -2.306095e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 32034 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177496 members 
Mstep: Class 23 contains 124219 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12041 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23060986.000000 Penalty: 18224.343750
Iteration 360F: 32 clusters Score -2.306099e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 12073 members 
Mstep: Class 10 contains 32033 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177485 members 
Mstep: Class 23 contains 124178 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12118 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061016.000000 Penalty: 18224.343750
Iteration 361Q: 32 clusters Score -2.306102e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 32031 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177465 members 
Mstep: Class 23 contains 124142 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12201 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061052.000000 Penalty: 18224.343750
Iteration 362Q: 32 clusters Score -2.306105e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 32033 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11576 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177457 members 
Mstep: Class 23 contains 124083 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12284 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061062.000000 Penalty: 18224.343750
Iteration 363Q: 32 clusters Score -2.306106e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 32034 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4448 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177459 members 
Mstep: Class 23 contains 124035 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12343 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061068.000000 Penalty: 18224.343750
Iteration 364Q: 32 clusters Score -2.306107e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 32033 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4448 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11551 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177449 members 
Mstep: Class 23 contains 123994 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12405 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061042.000000 Penalty: 18224.343750
Iteration 365Q: 32 clusters Score -2.306104e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 32032 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11541 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177429 members 
Mstep: Class 23 contains 123954 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12475 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061068.000000 Penalty: 18224.343750
Iteration 366Q: 32 clusters Score -2.306107e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 32031 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4443 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11536 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177398 members 
Mstep: Class 23 contains 123919 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12551 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061104.000000 Penalty: 18224.343750
Iteration 367Q: 32 clusters Score -2.30611e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 32034 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4442 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177381 members 
Mstep: Class 23 contains 123883 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12615 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061156.000000 Penalty: 18224.343750
Iteration 368Q: 32 clusters Score -2.306116e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 12070 members 
Mstep: Class 10 contains 32037 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177363 members 
Mstep: Class 23 contains 123858 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12670 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061176.000000 Penalty: 18224.343750
Iteration 369Q: 32 clusters Score -2.306118e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 32037 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177349 members 
Mstep: Class 23 contains 123845 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12713 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061228.000000 Penalty: 18224.343750
Iteration 370Q: 32 clusters Score -2.306123e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 32036 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11474 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177338 members 
Mstep: Class 23 contains 123821 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12770 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061226.000000 Penalty: 18224.343750
Iteration 371Q: 32 clusters Score -2.306123e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 32035 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11450 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177317 members 
Mstep: Class 23 contains 123812 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12830 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061266.000000 Penalty: 18224.343750
Iteration 372Q: 32 clusters Score -2.306127e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12063 members 
Mstep: Class 10 contains 32034 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11429 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177322 members 
Mstep: Class 23 contains 123787 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12879 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061292.000000 Penalty: 18224.343750
Iteration 373Q: 32 clusters Score -2.306129e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12057 members 
Mstep: Class 10 contains 32032 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11409 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177307 members 
Mstep: Class 23 contains 123762 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12945 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061324.000000 Penalty: 18224.343750
Iteration 374Q: 32 clusters Score -2.306132e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12058 members 
Mstep: Class 10 contains 32031 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11389 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177288 members 
Mstep: Class 23 contains 123753 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 12997 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061304.000000 Penalty: 18224.343750
Iteration 375Q: 32 clusters Score -2.30613e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12052 members 
Mstep: Class 10 contains 32028 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11375 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177279 members 
Mstep: Class 23 contains 123743 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13040 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061322.000000 Penalty: 18224.343750
Iteration 376Q: 32 clusters Score -2.306132e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12048 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4429 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177272 members 
Mstep: Class 23 contains 123737 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13082 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061338.000000 Penalty: 18224.343750
Iteration 377Q: 32 clusters Score -2.306134e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4428 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11341 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177263 members 
Mstep: Class 23 contains 123723 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13126 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061366.000000 Penalty: 18224.343750
Iteration 378Q: 32 clusters Score -2.306137e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4427 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177261 members 
Mstep: Class 23 contains 123697 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13160 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061400.000000 Penalty: 18224.343750
Iteration 379Q: 32 clusters Score -2.30614e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12041 members 
Mstep: Class 10 contains 32023 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11320 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177257 members 
Mstep: Class 23 contains 123674 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13202 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061378.000000 Penalty: 18224.343750
Iteration 380F: 32 clusters Score -2.306138e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12040 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11302 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177258 members 
Mstep: Class 23 contains 123658 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061366.000000 Penalty: 18224.343750
Iteration 381Q: 32 clusters Score -2.306137e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12038 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 3967 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11290 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177268 members 
Mstep: Class 23 contains 123625 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13271 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061376.000000 Penalty: 18224.343750
Iteration 382Q: 32 clusters Score -2.306138e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12036 members 
Mstep: Class 10 contains 32028 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4423 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177277 members 
Mstep: Class 23 contains 123590 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061364.000000 Penalty: 18224.343750
Iteration 383Q: 32 clusters Score -2.306136e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12030 members 
Mstep: Class 10 contains 32027 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11261 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177299 members 
Mstep: Class 23 contains 123560 members 
Mstep: Class 24 contains 1402 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13342 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061400.000000 Penalty: 18224.343750
Iteration 384Q: 32 clusters Score -2.30614e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12026 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11251 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177313 members 
Mstep: Class 23 contains 123526 members 
Mstep: Class 24 contains 1401 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13377 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061456.000000 Penalty: 18224.343750
Iteration 385Q: 32 clusters Score -2.306146e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 12024 members 
Mstep: Class 10 contains 32028 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4420 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177331 members 
Mstep: Class 23 contains 123480 members 
Mstep: Class 24 contains 1400 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13422 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061496.000000 Penalty: 18224.343750
Iteration 386Q: 32 clusters Score -2.30615e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 12020 members 
Mstep: Class 10 contains 32028 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4419 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11236 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177344 members 
Mstep: Class 23 contains 123418 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13480 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061524.000000 Penalty: 18224.343750
Iteration 387Q: 32 clusters Score -2.306152e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7034 members 
Mstep: Class 9 contains 12013 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4419 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177357 members 
Mstep: Class 23 contains 123369 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13526 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061526.000000 Penalty: 18224.343750
Iteration 388Q: 32 clusters Score -2.306153e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 12008 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11235 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177353 members 
Mstep: Class 23 contains 123331 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13573 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061526.000000 Penalty: 18224.343750
Iteration 389Q: 32 clusters Score -2.306153e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7036 members 
Mstep: Class 9 contains 12004 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177344 members 
Mstep: Class 23 contains 123305 members 
Mstep: Class 24 contains 1399 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13617 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061532.000000 Penalty: 18224.343750
Iteration 390Q: 32 clusters Score -2.306153e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7037 members 
Mstep: Class 9 contains 12002 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11228 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177332 members 
Mstep: Class 23 contains 123293 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13649 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061544.000000 Penalty: 18224.343750
Iteration 391Q: 32 clusters Score -2.306154e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7040 members 
Mstep: Class 9 contains 11998 members 
Mstep: Class 10 contains 32015 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11222 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177323 members 
Mstep: Class 23 contains 123282 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13679 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061582.000000 Penalty: 18224.343750
Iteration 392Q: 32 clusters Score -2.306158e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 11995 members 
Mstep: Class 10 contains 32014 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11215 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177313 members 
Mstep: Class 23 contains 123270 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13709 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061574.000000 Penalty: 18224.343750
Iteration 393Q: 32 clusters Score -2.306157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11992 members 
Mstep: Class 10 contains 32013 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11207 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 123259 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13739 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061588.000000 Penalty: 18224.343750
Iteration 394Q: 32 clusters Score -2.306159e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11988 members 
Mstep: Class 10 contains 32014 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11199 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177303 members 
Mstep: Class 23 contains 123238 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13772 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061596.000000 Penalty: 18224.343750
Iteration 395Q: 32 clusters Score -2.30616e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11987 members 
Mstep: Class 10 contains 32016 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11192 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177298 members 
Mstep: Class 23 contains 123209 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13811 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061604.000000 Penalty: 18224.343750
Iteration 396Q: 32 clusters Score -2.30616e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11985 members 
Mstep: Class 10 contains 32016 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177310 members 
Mstep: Class 23 contains 123179 members 
Mstep: Class 24 contains 1398 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061620.000000 Penalty: 18224.343750
Iteration 397Q: 32 clusters Score -2.306162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11985 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11187 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177314 members 
Mstep: Class 23 contains 123148 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13861 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061610.000000 Penalty: 18224.343750
Iteration 398Q: 32 clusters Score -2.306161e+07 nChanged 78
Entering ConstructFrom: 
Score: -23061610.000000 Penalty: 18224.343750
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7525.874512 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7525.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7303.843750 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7303.844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7443.664551 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7443.665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7505.288086 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7505.288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7529.862793 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -7529.863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7535.999023 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7535.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7537.157227 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7537.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7537.157227 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -7537.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11983 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11183 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177321 members 
Mstep: Class 23 contains 123115 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13893 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 33 members 
Entering Unmasked Estep 
Score: -23061238.000000 Penalty: 18812.224609
Splitting cluster 1 changes total score from -23061610.000000 to -23061238.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -69203.929688 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -69203.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68176.867188 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -68176.87 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68504.875000 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -68504.88 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -68585.476562 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -68585.48 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -68658.054688 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -68658.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -68714.250000 Penalty: 654.557007
	Iteration 4F: 3 clusters Score -68714.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -68754.367188 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -68754.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -68778.289062 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -68778.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -68787.164062 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -68787.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -68792.953125 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -68792.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68796.890625 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -68796.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -68800.468750 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -68800.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -68803.656250 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -68803.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -68805.187500 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -68805.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -68806.679688 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -68806.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -68807.968750 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -68807.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -68808.304688 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -68808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -68808.562500 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -68808.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -68808.687500 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -68808.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -68808.867188 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -68808.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -68808.960938 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -68808.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -68808.960938 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -68808.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -92901.835938 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92901.84 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93339.257812 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93339.26 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93406.171875 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93406.17 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -93460.218750 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -93460.22 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -93523.929688 Penalty: 676.194336
	Iteration 4Q: 3 clusters Score -93523.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -93603.617188 Penalty: 676.194336
	Iteration 5Q: 3 clusters Score -93603.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -93694.421875 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93694.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -93761.734375 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93761.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -93817.921875 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93817.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -93846.476562 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93846.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -93861.937500 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93861.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -93869.898438 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -93877.664062 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93877.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -93888.179688 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93888.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -93897.648438 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93897.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -93907.179688 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93907.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -93916.640625 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93916.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -93922.609375 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93922.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -93926.921875 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93926.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -93930.804688 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -93933.125000 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93933.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -93934.078125 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93934.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -93935.882812 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93935.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -93939.773438 Penalty: 676.194336
	Iteration 23Q: 3 clusters Score -93939.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -93943.382812 Penalty: 676.194336
	Iteration 24Q: 3 clusters Score -93943.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -93947.421875 Penalty: 676.194336
	Iteration 25Q: 3 clusters Score -93947.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -93949.984375 Penalty: 676.194336
	Iteration 26Q: 3 clusters Score -93949.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -93954.007812 Penalty: 676.194336
	Iteration 27Q: 3 clusters Score -93954.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -93955.257812 Penalty: 676.194336
	Iteration 28Q: 3 clusters Score -93955.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -93956.039062 Penalty: 676.194336
	Iteration 29Q: 3 clusters Score -93956.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -93957.890625 Penalty: 676.194336
	Iteration 30Q: 3 clusters Score -93957.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -93959.703125 Penalty: 676.194336
	Iteration 31Q: 3 clusters Score -93959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -93961.679688 Penalty: 676.194336
	Iteration 32Q: 3 clusters Score -93961.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -93963.484375 Penalty: 676.194336
	Iteration 33Q: 3 clusters Score -93963.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -93967.406250 Penalty: 676.194336
	Iteration 34Q: 3 clusters Score -93967.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -93970.781250 Penalty: 676.194336
	Iteration 35Q: 3 clusters Score -93970.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -93973.429688 Penalty: 676.194336
	Iteration 36Q: 3 clusters Score -93973.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -93975.546875 Penalty: 676.194336
	Iteration 37Q: 3 clusters Score -93975.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -93976.632812 Penalty: 676.194336
	Iteration 38Q: 3 clusters Score -93976.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -93977.062500 Penalty: 676.194336
	Iteration 39Q: 3 clusters Score -93977.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -93977.093750 Penalty: 676.194336
	Iteration 40F: 3 clusters Score -93977.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6478.760742 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6478.761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6253.880371 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6253.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6301.964844 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6301.965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6323.492188 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6323.492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6332.612793 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6332.613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6333.432617 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6333.433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6334.138184 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6334.138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6334.138184 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -6334.138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -20829.949219 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -20829.95 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 166 members 
Entering Unmasked Estep 
Score: -20459.097656 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -20459.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20545.144531 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -20545.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20562.521484 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -20562.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20571.662109 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -20571.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20577.080078 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -20577.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20577.355469 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -20577.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20577.355469 Penalty: 532.288574
	Iteration 6F: 3 clusters Score -20577.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -11542.677734 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -11542.68 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 113 members 
Entering Unmasked Estep 
Score: -11246.104492 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -11246.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11296.282227 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -11296.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11309.880859 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -11309.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11316.159180 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -11316.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11318.721680 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -11318.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11320.272461 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -11320.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11320.272461 Penalty: 489.570648
	Iteration 6F: 3 clusters Score -11320.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -69705.242188 Penalty: 322.976105
	Iteration 0F: 2 clusters Score -69705.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -68753.804688 Penalty: 645.952209
	Iteration 0F: 3 clusters Score -68753.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -69015.312500 Penalty: 645.952209
	Iteration 1F: 3 clusters Score -69015.31 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69079.648438 Penalty: 645.952209
	Iteration 2F: 3 clusters Score -69079.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69138.664062 Penalty: 645.952209
	Iteration 3F: 3 clusters Score -69138.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -69180.757812 Penalty: 645.952209
	Iteration 4F: 3 clusters Score -69180.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69213.906250 Penalty: 645.952209
	Iteration 5Q: 3 clusters Score -69213.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69241.843750 Penalty: 645.952209
	Iteration 6Q: 3 clusters Score -69241.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69273.031250 Penalty: 645.952209
	Iteration 7Q: 3 clusters Score -69273.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69296.796875 Penalty: 645.952209
	Iteration 8Q: 3 clusters Score -69296.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69315.914062 Penalty: 645.952209
	Iteration 9Q: 3 clusters Score -69315.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69335.179688 Penalty: 645.952209
	Iteration 10Q: 3 clusters Score -69335.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69364.976562 Penalty: 645.952209
	Iteration 11Q: 3 clusters Score -69364.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69377.718750 Penalty: 645.952209
	Iteration 12Q: 3 clusters Score -69377.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69388.476562 Penalty: 645.952209
	Iteration 13Q: 3 clusters Score -69388.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69399.343750 Penalty: 645.952209
	Iteration 14Q: 3 clusters Score -69399.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69403.578125 Penalty: 645.952209
	Iteration 15Q: 3 clusters Score -69403.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69411.312500 Penalty: 645.952209
	Iteration 16Q: 3 clusters Score -69411.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69417.171875 Penalty: 645.952209
	Iteration 17Q: 3 clusters Score -69417.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69419.835938 Penalty: 645.952209
	Iteration 18Q: 3 clusters Score -69419.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69421.140625 Penalty: 645.952209
	Iteration 19Q: 3 clusters Score -69421.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69421.757812 Penalty: 645.952209
	Iteration 20F: 3 clusters Score -69421.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69422.804688 Penalty: 645.952209
	Iteration 21Q: 3 clusters Score -69422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69425.445312 Penalty: 645.952209
	Iteration 22Q: 3 clusters Score -69425.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69426.421875 Penalty: 645.952209
	Iteration 23Q: 3 clusters Score -69426.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69429.398438 Penalty: 645.952209
	Iteration 24Q: 3 clusters Score -69429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69429.765625 Penalty: 645.952209
	Iteration 25Q: 3 clusters Score -69429.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69429.765625 Penalty: 645.952209
	Iteration 26F: 3 clusters Score -69429.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -386910.250000 Penalty: 403.120453
	Iteration 0F: 2 clusters Score -386910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -382193.156250 Penalty: 806.240906
	Iteration 0F: 3 clusters Score -382193.2 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -383981.187500 Penalty: 806.240906
	Iteration 1F: 3 clusters Score -383981.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -384237.375000 Penalty: 806.240906
	Iteration 2F: 3 clusters Score -384237.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -384603.406250 Penalty: 806.240906
	Iteration 3F: 3 clusters Score -384603.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -385044.500000 Penalty: 806.240906
	Iteration 4F: 3 clusters Score -385044.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -385491.500000 Penalty: 806.240906
	Iteration 5F: 3 clusters Score -385491.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -385885.312500 Penalty: 806.240906
	Iteration 6F: 3 clusters Score -385885.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -386182.750000 Penalty: 806.240906
	Iteration 7Q: 3 clusters Score -386182.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -386364.750000 Penalty: 806.240906
	Iteration 8Q: 3 clusters Score -386364.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -386458.156250 Penalty: 806.240906
	Iteration 9Q: 3 clusters Score -386458.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -386504.843750 Penalty: 806.240906
	Iteration 10Q: 3 clusters Score -386504.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -386520.468750 Penalty: 806.240906
	Iteration 11Q: 3 clusters Score -386520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -386527.750000 Penalty: 806.240906
	Iteration 12Q: 3 clusters Score -386527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -386537.187500 Penalty: 806.240906
	Iteration 13Q: 3 clusters Score -386537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -386545.093750 Penalty: 806.240906
	Iteration 14Q: 3 clusters Score -386545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -386554.250000 Penalty: 806.240906
	Iteration 15Q: 3 clusters Score -386554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -386558.031250 Penalty: 806.240906
	Iteration 16Q: 3 clusters Score -386558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -386561.062500 Penalty: 806.240906
	Iteration 17Q: 3 clusters Score -386561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -386561.093750 Penalty: 806.240906
	Iteration 18Q: 3 clusters Score -386561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -386561.093750 Penalty: 806.240906
	Iteration 19F: 3 clusters Score -386561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Entering Unmasked Estep 
Score: -694911.062500 Penalty: 427.301605
	Iteration 0F: 2 clusters Score -694911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -686877.125000 Penalty: 854.603210
	Iteration 0F: 3 clusters Score -686877.1 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -690171.500000 Penalty: 854.603210
	Iteration 1F: 3 clusters Score -690171.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -690462.187500 Penalty: 854.603210
	Iteration 2F: 3 clusters Score -690462.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -690854.875000 Penalty: 854.603210
	Iteration 3F: 3 clusters Score -690854.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -691312.687500 Penalty: 854.603210
	Iteration 4F: 3 clusters Score -691312.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -691810.562500 Penalty: 854.603210
	Iteration 5F: 3 clusters Score -691810.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -692254.500000 Penalty: 854.603210
	Iteration 6F: 3 clusters Score -692254.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -692619.687500 Penalty: 854.603210
	Iteration 7F: 3 clusters Score -692619.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -692908.937500 Penalty: 854.603210
	Iteration 8Q: 3 clusters Score -692908.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -693126.187500 Penalty: 854.603210
	Iteration 9Q: 3 clusters Score -693126.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -693335.437500 Penalty: 854.603210
	Iteration 10Q: 3 clusters Score -693335.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -693556.375000 Penalty: 854.603210
	Iteration 11Q: 3 clusters Score -693556.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -693797.937500 Penalty: 854.603210
	Iteration 12Q: 3 clusters Score -693797.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -694000.437500 Penalty: 854.603210
	Iteration 13Q: 3 clusters Score -694000.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -694140.875000 Penalty: 854.603210
	Iteration 14Q: 3 clusters Score -694140.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -694234.000000 Penalty: 854.603210
	Iteration 15Q: 3 clusters Score -694234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -694317.500000 Penalty: 854.603210
	Iteration 16Q: 3 clusters Score -694317.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -694398.562500 Penalty: 854.603210
	Iteration 17Q: 3 clusters Score -694398.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -694461.375000 Penalty: 854.603210
	Iteration 18Q: 3 clusters Score -694461.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -694495.750000 Penalty: 854.603210
	Iteration 19Q: 3 clusters Score -694495.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -694514.875000 Penalty: 854.603210
	Iteration 20F: 3 clusters Score -694514.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -694532.125000 Penalty: 854.603210
	Iteration 21Q: 3 clusters Score -694532.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -694542.500000 Penalty: 854.603210
	Iteration 22Q: 3 clusters Score -694542.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -694551.812500 Penalty: 854.603210
	Iteration 23Q: 3 clusters Score -694551.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -694566.187500 Penalty: 854.603210
	Iteration 24Q: 3 clusters Score -694566.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -694575.500000 Penalty: 854.603210
	Iteration 25Q: 3 clusters Score -694575.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -694580.437500 Penalty: 854.603210
	Iteration 26Q: 3 clusters Score -694580.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -694584.500000 Penalty: 854.603210
	Iteration 27Q: 3 clusters Score -694584.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -694587.437500 Penalty: 854.603210
	Iteration 28Q: 3 clusters Score -694587.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -694589.437500 Penalty: 854.603210
	Iteration 29Q: 3 clusters Score -694589.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -694589.312500 Penalty: 854.603210
	Iteration 30Q: 3 clusters Score -694589.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -694592.750000 Penalty: 854.603210
	Iteration 31Q: 3 clusters Score -694592.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -694593.187500 Penalty: 854.603210
	Iteration 32Q: 3 clusters Score -694593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -694595.875000 Penalty: 854.603210
	Iteration 33Q: 3 clusters Score -694595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -694595.750000 Penalty: 854.603210
	Iteration 34Q: 3 clusters Score -694595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -694597.500000 Penalty: 854.603210
	Iteration 35Q: 3 clusters Score -694597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -694600.687500 Penalty: 854.603210
	Iteration 36Q: 3 clusters Score -694600.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -694602.562500 Penalty: 854.603210
	Iteration 37Q: 3 clusters Score -694602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -694602.437500 Penalty: 854.603210
	Iteration 38Q: 3 clusters Score -694602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -694603.250000 Penalty: 854.603210
	Iteration 39Q: 3 clusters Score -694603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -694604.125000 Penalty: 854.603210
	Iteration 40F: 3 clusters Score -694604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -694604.937500 Penalty: 854.603210
	Iteration 41Q: 3 clusters Score -694604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -694606.812500 Penalty: 854.603210
	Iteration 42Q: 3 clusters Score -694606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -694605.687500 Penalty: 854.603210
	Iteration 43Q: 3 clusters Score -694605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -694605.750000 Penalty: 854.603210
	Iteration 44Q: 3 clusters Score -694605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -694606.250000 Penalty: 854.603210
	Iteration 45Q: 3 clusters Score -694606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -694606.187500 Penalty: 854.603210
	Iteration 46Q: 3 clusters Score -694606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -694606.437500 Penalty: 854.603210
	Iteration 47Q: 3 clusters Score -694606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -694606.437500 Penalty: 854.603210
	Iteration 48F: 3 clusters Score -694606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Entering Unmasked Estep 
Score: -1797633.125000 Penalty: 472.018036
	Iteration 0F: 2 clusters Score -1797633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1776051.500000 Penalty: 944.036072
	Iteration 0F: 3 clusters Score -1776052 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1785172.875000 Penalty: 944.036072
	Iteration 1F: 3 clusters Score -1785173 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1785675.375000 Penalty: 944.036072
	Iteration 2Q: 3 clusters Score -1785675 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1786545.000000 Penalty: 944.036072
	Iteration 3F: 3 clusters Score -1786545 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1788148.500000 Penalty: 944.036072
	Iteration 4F: 3 clusters Score -1788148 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1790640.625000 Penalty: 944.036072
	Iteration 5F: 3 clusters Score -1790641 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1793526.500000 Penalty: 944.036072
	Iteration 6F: 3 clusters Score -1793526 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1795726.625000 Penalty: 944.036072
	Iteration 7F: 3 clusters Score -1795727 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1796735.625000 Penalty: 944.036072
	Iteration 8Q: 3 clusters Score -1796736 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1797057.750000 Penalty: 944.036072
	Iteration 9Q: 3 clusters Score -1797058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1797151.625000 Penalty: 944.036072
	Iteration 10Q: 3 clusters Score -1797152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1797201.500000 Penalty: 944.036072
	Iteration 11Q: 3 clusters Score -1797202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1797224.500000 Penalty: 944.036072
	Iteration 12Q: 3 clusters Score -1797224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1797231.500000 Penalty: 944.036072
	Iteration 13Q: 3 clusters Score -1797232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1797233.750000 Penalty: 944.036072
	Iteration 14Q: 3 clusters Score -1797234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1797234.000000 Penalty: 944.036072
	Iteration 15Q: 3 clusters Score -1797234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1797234.000000 Penalty: 944.036072
	Iteration 16F: 3 clusters Score -1797234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -242773.000000 Penalty: 377.048218
	Iteration 0F: 2 clusters Score -242773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -240045.062500 Penalty: 754.096436
	Iteration 0F: 3 clusters Score -240045.1 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -241089.671875 Penalty: 754.096436
	Iteration 1F: 3 clusters Score -241089.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -241220.484375 Penalty: 754.096436
	Iteration 2F: 3 clusters Score -241220.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -241321.312500 Penalty: 754.096436
	Iteration 3F: 3 clusters Score -241321.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -241413.750000 Penalty: 754.096436
	Iteration 4F: 3 clusters Score -241413.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -241499.156250 Penalty: 754.096436
	Iteration 5Q: 3 clusters Score -241499.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -241612.203125 Penalty: 754.096436
	Iteration 6Q: 3 clusters Score -241612.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -241775.687500 Penalty: 754.096436
	Iteration 7Q: 3 clusters Score -241775.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -241960.484375 Penalty: 754.096436
	Iteration 8Q: 3 clusters Score -241960.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -242072.843750 Penalty: 754.096436
	Iteration 9Q: 3 clusters Score -242072.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -242140.609375 Penalty: 754.096436
	Iteration 10Q: 3 clusters Score -242140.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -242169.156250 Penalty: 754.096436
	Iteration 11Q: 3 clusters Score -242169.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -242200.031250 Penalty: 754.096436
	Iteration 12Q: 3 clusters Score -242200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -242220.718750 Penalty: 754.096436
	Iteration 13Q: 3 clusters Score -242220.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -242243.765625 Penalty: 754.096436
	Iteration 14Q: 3 clusters Score -242243.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -242264.265625 Penalty: 754.096436
	Iteration 15Q: 3 clusters Score -242264.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -242278.640625 Penalty: 754.096436
	Iteration 16Q: 3 clusters Score -242278.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -242296.484375 Penalty: 754.096436
	Iteration 17Q: 3 clusters Score -242296.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -242313.234375 Penalty: 754.096436
	Iteration 18Q: 3 clusters Score -242313.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -242325.062500 Penalty: 754.096436
	Iteration 19Q: 3 clusters Score -242325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -242335.562500 Penalty: 754.096436
	Iteration 20F: 3 clusters Score -242335.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -242345.078125 Penalty: 754.096436
	Iteration 21Q: 3 clusters Score -242345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -242349.265625 Penalty: 754.096436
	Iteration 22Q: 3 clusters Score -242349.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -242354.187500 Penalty: 754.096436
	Iteration 23Q: 3 clusters Score -242354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -242357.500000 Penalty: 754.096436
	Iteration 24Q: 3 clusters Score -242357.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -242361.703125 Penalty: 754.096436
	Iteration 25Q: 3 clusters Score -242361.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -242364.296875 Penalty: 754.096436
	Iteration 26Q: 3 clusters Score -242364.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -242366.421875 Penalty: 754.096436
	Iteration 27Q: 3 clusters Score -242366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -242371.703125 Penalty: 754.096436
	Iteration 28Q: 3 clusters Score -242371.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -242376.296875 Penalty: 754.096436
	Iteration 29Q: 3 clusters Score -242376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -242378.765625 Penalty: 754.096436
	Iteration 30Q: 3 clusters Score -242378.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -242383.328125 Penalty: 754.096436
	Iteration 31Q: 3 clusters Score -242383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -242387.328125 Penalty: 754.096436
	Iteration 32Q: 3 clusters Score -242387.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -242394.046875 Penalty: 754.096436
	Iteration 33Q: 3 clusters Score -242394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -242400.031250 Penalty: 754.096436
	Iteration 34Q: 3 clusters Score -242400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -242404.828125 Penalty: 754.096436
	Iteration 35Q: 3 clusters Score -242404.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -242410.234375 Penalty: 754.096436
	Iteration 36Q: 3 clusters Score -242410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -242419.984375 Penalty: 754.096436
	Iteration 37Q: 3 clusters Score -242420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -242430.921875 Penalty: 754.096436
	Iteration 38Q: 3 clusters Score -242430.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -242435.859375 Penalty: 754.096436
	Iteration 39Q: 3 clusters Score -242435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -242438.671875 Penalty: 754.096436
	Iteration 40F: 3 clusters Score -242438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -242442.812500 Penalty: 754.096436
	Iteration 41Q: 3 clusters Score -242442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -242445.078125 Penalty: 754.096436
	Iteration 42Q: 3 clusters Score -242445.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -242447.203125 Penalty: 754.096436
	Iteration 43Q: 3 clusters Score -242447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -242450.562500 Penalty: 754.096436
	Iteration 44Q: 3 clusters Score -242450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -242453.125000 Penalty: 754.096436
	Iteration 45Q: 3 clusters Score -242453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -242454.640625 Penalty: 754.096436
	Iteration 46Q: 3 clusters Score -242454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -242455.296875 Penalty: 754.096436
	Iteration 47Q: 3 clusters Score -242455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -242456.218750 Penalty: 754.096436
	Iteration 48Q: 3 clusters Score -242456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -242456.671875 Penalty: 754.096436
	Iteration 49Q: 3 clusters Score -242456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -242456.843750 Penalty: 754.096436
	Iteration 50Q: 3 clusters Score -242456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -242456.843750 Penalty: 754.096436
	Iteration 51F: 3 clusters Score -242456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -12653.776367 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -12653.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12332.556641 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -12332.56 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12449.942383 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -12449.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12501.798828 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -12501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12536.877930 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -12536.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12548.375977 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -12548.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12558.630859 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -12558.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12565.633789 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -12565.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12575.882812 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -12575.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12585.233398 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -12585.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12597.501953 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -12597.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12616.234375 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -12616.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12631.527344 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -12631.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12664.578125 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -12664.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12687.724609 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -12687.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12689.363281 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -12689.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12690.805664 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -12690.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12690.805664 Penalty: 509.792816
	Iteration 16F: 3 clusters Score -12690.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11983 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 165 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11183 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177321 members 
Mstep: Class 23 contains 123115 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13893 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 106 members 
Entering Unmasked Estep 
Score: -23061296.000000 Penalty: 18812.224609
Splitting cluster 12 changes total score from -23061610.000000 to -23061296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -252448.593750 Penalty: 381.901611
	Iteration 0F: 2 clusters Score -252448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -249499.984375 Penalty: 763.803223
	Iteration 0F: 3 clusters Score -249500 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -250496.125000 Penalty: 763.803223
	Iteration 1F: 3 clusters Score -250496.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -250625.234375 Penalty: 763.803223
	Iteration 2F: 3 clusters Score -250625.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -250736.593750 Penalty: 763.803223
	Iteration 3F: 3 clusters Score -250736.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -250853.250000 Penalty: 763.803223
	Iteration 4F: 3 clusters Score -250853.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -250988.750000 Penalty: 763.803223
	Iteration 5Q: 3 clusters Score -250988.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -251152.375000 Penalty: 763.803223
	Iteration 6Q: 3 clusters Score -251152.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -251348.031250 Penalty: 763.803223
	Iteration 7F: 3 clusters Score -251348 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -251482.265625 Penalty: 763.803223
	Iteration 8F: 3 clusters Score -251482.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -251538.796875 Penalty: 763.803223
	Iteration 9Q: 3 clusters Score -251538.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -251569.703125 Penalty: 763.803223
	Iteration 10Q: 3 clusters Score -251569.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -251584.984375 Penalty: 763.803223
	Iteration 11Q: 3 clusters Score -251585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -251596.015625 Penalty: 763.803223
	Iteration 12Q: 3 clusters Score -251596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -251605.953125 Penalty: 763.803223
	Iteration 13Q: 3 clusters Score -251606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -251614.843750 Penalty: 763.803223
	Iteration 14Q: 3 clusters Score -251614.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -251619.703125 Penalty: 763.803223
	Iteration 15Q: 3 clusters Score -251619.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -251624.078125 Penalty: 763.803223
	Iteration 16Q: 3 clusters Score -251624.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -251627.281250 Penalty: 763.803223
	Iteration 17Q: 3 clusters Score -251627.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -251628.796875 Penalty: 763.803223
	Iteration 18Q: 3 clusters Score -251628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -251629.296875 Penalty: 763.803223
	Iteration 19Q: 3 clusters Score -251629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -251630.265625 Penalty: 763.803223
	Iteration 20F: 3 clusters Score -251630.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -251632.203125 Penalty: 763.803223
	Iteration 21Q: 3 clusters Score -251632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -251634.250000 Penalty: 763.803223
	Iteration 22Q: 3 clusters Score -251634.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -251636.531250 Penalty: 763.803223
	Iteration 23Q: 3 clusters Score -251636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -251637.859375 Penalty: 763.803223
	Iteration 24Q: 3 clusters Score -251637.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -251640.031250 Penalty: 763.803223
	Iteration 25Q: 3 clusters Score -251640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -251642.078125 Penalty: 763.803223
	Iteration 26Q: 3 clusters Score -251642.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -251643.609375 Penalty: 763.803223
	Iteration 27Q: 3 clusters Score -251643.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -251645.390625 Penalty: 763.803223
	Iteration 28Q: 3 clusters Score -251645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -251646.781250 Penalty: 763.803223
	Iteration 29Q: 3 clusters Score -251646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -251647.750000 Penalty: 763.803223
	Iteration 30Q: 3 clusters Score -251647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -251648.406250 Penalty: 763.803223
	Iteration 31Q: 3 clusters Score -251648.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -251649.546875 Penalty: 763.803223
	Iteration 32Q: 3 clusters Score -251649.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -251651.281250 Penalty: 763.803223
	Iteration 33Q: 3 clusters Score -251651.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -251652.140625 Penalty: 763.803223
	Iteration 34Q: 3 clusters Score -251652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -251653.281250 Penalty: 763.803223
	Iteration 35Q: 3 clusters Score -251653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -251654.093750 Penalty: 763.803223
	Iteration 36Q: 3 clusters Score -251654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -251654.515625 Penalty: 763.803223
	Iteration 37Q: 3 clusters Score -251654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -251654.765625 Penalty: 763.803223
	Iteration 38Q: 3 clusters Score -251654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -251654.843750 Penalty: 763.803223
	Iteration 39Q: 3 clusters Score -251654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -251655.234375 Penalty: 763.803223
	Iteration 40F: 3 clusters Score -251655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -251655.406250 Penalty: 763.803223
	Iteration 41Q: 3 clusters Score -251655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -251655.937500 Penalty: 763.803223
	Iteration 42Q: 3 clusters Score -251655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -251656.406250 Penalty: 763.803223
	Iteration 43Q: 3 clusters Score -251656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -251657.171875 Penalty: 763.803223
	Iteration 44Q: 3 clusters Score -251657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -251657.359375 Penalty: 763.803223
	Iteration 45Q: 3 clusters Score -251657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -251658.015625 Penalty: 763.803223
	Iteration 46Q: 3 clusters Score -251658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -251658.265625 Penalty: 763.803223
	Iteration 47Q: 3 clusters Score -251658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -251659.578125 Penalty: 763.803223
	Iteration 48Q: 3 clusters Score -251659.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -251661.484375 Penalty: 763.803223
	Iteration 49Q: 3 clusters Score -251661.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -251663.500000 Penalty: 763.803223
	Iteration 50Q: 3 clusters Score -251663.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -251665.078125 Penalty: 763.803223
	Iteration 51Q: 3 clusters Score -251665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -251666.812500 Penalty: 763.803223
	Iteration 52Q: 3 clusters Score -251666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -251667.437500 Penalty: 763.803223
	Iteration 53Q: 3 clusters Score -251667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -251668.734375 Penalty: 763.803223
	Iteration 54Q: 3 clusters Score -251668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -251669.812500 Penalty: 763.803223
	Iteration 55Q: 3 clusters Score -251669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -251670.781250 Penalty: 763.803223
	Iteration 56Q: 3 clusters Score -251670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -251670.796875 Penalty: 763.803223
	Iteration 57Q: 3 clusters Score -251670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -251672.281250 Penalty: 763.803223
	Iteration 58Q: 3 clusters Score -251672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -251672.453125 Penalty: 763.803223
	Iteration 59Q: 3 clusters Score -251672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -251674.015625 Penalty: 763.803223
	Iteration 60F: 3 clusters Score -251674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -251675.500000 Penalty: 763.803223
	Iteration 61Q: 3 clusters Score -251675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251676.796875 Penalty: 763.803223
	Iteration 62Q: 3 clusters Score -251676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -251678.921875 Penalty: 763.803223
	Iteration 63Q: 3 clusters Score -251678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -251680.796875 Penalty: 763.803223
	Iteration 64Q: 3 clusters Score -251680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -251683.296875 Penalty: 763.803223
	Iteration 65Q: 3 clusters Score -251683.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -251687.406250 Penalty: 763.803223
	Iteration 66Q: 3 clusters Score -251687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -251691.343750 Penalty: 763.803223
	Iteration 67Q: 3 clusters Score -251691.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -251697.187500 Penalty: 763.803223
	Iteration 68Q: 3 clusters Score -251697.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -251702.484375 Penalty: 763.803223
	Iteration 69Q: 3 clusters Score -251702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -251705.265625 Penalty: 763.803223
	Iteration 70Q: 3 clusters Score -251705.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -251708.828125 Penalty: 763.803223
	Iteration 71Q: 3 clusters Score -251708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -251711.421875 Penalty: 763.803223
	Iteration 72Q: 3 clusters Score -251711.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -251713.921875 Penalty: 763.803223
	Iteration 73Q: 3 clusters Score -251713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -251715.000000 Penalty: 763.803223
	Iteration 74Q: 3 clusters Score -251715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -251716.078125 Penalty: 763.803223
	Iteration 75Q: 3 clusters Score -251716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -251717.734375 Penalty: 763.803223
	Iteration 76Q: 3 clusters Score -251717.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -251719.515625 Penalty: 763.803223
	Iteration 77Q: 3 clusters Score -251719.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -251721.484375 Penalty: 763.803223
	Iteration 78Q: 3 clusters Score -251721.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -251722.687500 Penalty: 763.803223
	Iteration 79Q: 3 clusters Score -251722.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -251723.265625 Penalty: 763.803223
	Iteration 80F: 3 clusters Score -251723.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -251724.578125 Penalty: 763.803223
	Iteration 81Q: 3 clusters Score -251724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -251726.703125 Penalty: 763.803223
	Iteration 82Q: 3 clusters Score -251726.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -251728.703125 Penalty: 763.803223
	Iteration 83Q: 3 clusters Score -251728.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -251729.968750 Penalty: 763.803223
	Iteration 84Q: 3 clusters Score -251730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -251731.906250 Penalty: 763.803223
	Iteration 85Q: 3 clusters Score -251731.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -251735.453125 Penalty: 763.803223
	Iteration 86Q: 3 clusters Score -251735.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251736.843750 Penalty: 763.803223
	Iteration 87Q: 3 clusters Score -251736.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -251741.203125 Penalty: 763.803223
	Iteration 88Q: 3 clusters Score -251741.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -251749.093750 Penalty: 763.803223
	Iteration 89Q: 3 clusters Score -251749.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251754.750000 Penalty: 763.803223
	Iteration 90Q: 3 clusters Score -251754.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251760.640625 Penalty: 763.803223
	Iteration 91Q: 3 clusters Score -251760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -251771.015625 Penalty: 763.803223
	Iteration 92Q: 3 clusters Score -251771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -251787.296875 Penalty: 763.803223
	Iteration 93Q: 3 clusters Score -251787.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -251807.937500 Penalty: 763.803223
	Iteration 94Q: 3 clusters Score -251807.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -251823.546875 Penalty: 763.803223
	Iteration 95Q: 3 clusters Score -251823.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -251833.703125 Penalty: 763.803223
	Iteration 96Q: 3 clusters Score -251833.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -251844.390625 Penalty: 763.803223
	Iteration 97Q: 3 clusters Score -251844.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -251861.125000 Penalty: 763.803223
	Iteration 98Q: 3 clusters Score -251861.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -251880.250000 Penalty: 763.803223
	Iteration 99Q: 3 clusters Score -251880.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -251903.984375 Penalty: 763.803223
	Iteration 100F: 3 clusters Score -251904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -251921.921875 Penalty: 763.803223
	Iteration 101Q: 3 clusters Score -251921.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -251933.296875 Penalty: 763.803223
	Iteration 102Q: 3 clusters Score -251933.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -251939.562500 Penalty: 763.803223
	Iteration 103Q: 3 clusters Score -251939.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251946.046875 Penalty: 763.803223
	Iteration 104Q: 3 clusters Score -251946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -251956.875000 Penalty: 763.803223
	Iteration 105Q: 3 clusters Score -251956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -251962.734375 Penalty: 763.803223
	Iteration 106Q: 3 clusters Score -251962.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -251969.062500 Penalty: 763.803223
	Iteration 107Q: 3 clusters Score -251969.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -251975.437500 Penalty: 763.803223
	Iteration 108Q: 3 clusters Score -251975.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -251981.312500 Penalty: 763.803223
	Iteration 109Q: 3 clusters Score -251981.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -251989.406250 Penalty: 763.803223
	Iteration 110Q: 3 clusters Score -251989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -251996.171875 Penalty: 763.803223
	Iteration 111Q: 3 clusters Score -251996.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -252003.359375 Penalty: 763.803223
	Iteration 112Q: 3 clusters Score -252003.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -252010.515625 Penalty: 763.803223
	Iteration 113Q: 3 clusters Score -252010.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -252015.843750 Penalty: 763.803223
	Iteration 114Q: 3 clusters Score -252015.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -252020.796875 Penalty: 763.803223
	Iteration 115Q: 3 clusters Score -252020.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -252024.734375 Penalty: 763.803223
	Iteration 116Q: 3 clusters Score -252024.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -252031.718750 Penalty: 763.803223
	Iteration 117Q: 3 clusters Score -252031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -252039.921875 Penalty: 763.803223
	Iteration 118Q: 3 clusters Score -252039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -252047.390625 Penalty: 763.803223
	Iteration 119Q: 3 clusters Score -252047.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -252052.343750 Penalty: 763.803223
	Iteration 120F: 3 clusters Score -252052.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -252054.296875 Penalty: 763.803223
	Iteration 121Q: 3 clusters Score -252054.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -252057.921875 Penalty: 763.803223
	Iteration 122Q: 3 clusters Score -252057.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -252061.671875 Penalty: 763.803223
	Iteration 123Q: 3 clusters Score -252061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -252065.671875 Penalty: 763.803223
	Iteration 124Q: 3 clusters Score -252065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -252068.843750 Penalty: 763.803223
	Iteration 125Q: 3 clusters Score -252068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -252069.703125 Penalty: 763.803223
	Iteration 126Q: 3 clusters Score -252069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -252071.593750 Penalty: 763.803223
	Iteration 127Q: 3 clusters Score -252071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -252074.593750 Penalty: 763.803223
	Iteration 128Q: 3 clusters Score -252074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -252078.312500 Penalty: 763.803223
	Iteration 129Q: 3 clusters Score -252078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -252081.000000 Penalty: 763.803223
	Iteration 130Q: 3 clusters Score -252081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -252084.015625 Penalty: 763.803223
	Iteration 131Q: 3 clusters Score -252084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -252090.093750 Penalty: 763.803223
	Iteration 132Q: 3 clusters Score -252090.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -252095.453125 Penalty: 763.803223
	Iteration 133Q: 3 clusters Score -252095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -252100.734375 Penalty: 763.803223
	Iteration 134Q: 3 clusters Score -252100.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -252104.828125 Penalty: 763.803223
	Iteration 135Q: 3 clusters Score -252104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -252108.468750 Penalty: 763.803223
	Iteration 136Q: 3 clusters Score -252108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -252109.921875 Penalty: 763.803223
	Iteration 137Q: 3 clusters Score -252109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -252112.015625 Penalty: 763.803223
	Iteration 138Q: 3 clusters Score -252112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -252114.171875 Penalty: 763.803223
	Iteration 139Q: 3 clusters Score -252114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -252116.265625 Penalty: 763.803223
	Iteration 140F: 3 clusters Score -252116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -252116.937500 Penalty: 763.803223
	Iteration 141Q: 3 clusters Score -252116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -252117.718750 Penalty: 763.803223
	Iteration 142Q: 3 clusters Score -252117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -252117.718750 Penalty: 763.803223
	Iteration 143F: 3 clusters Score -252117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -239834.578125 Penalty: 380.073425
	Iteration 0F: 2 clusters Score -239834.6 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 2186 members 
Entering Unmasked Estep 
Score: -236961.500000 Penalty: 760.146851
	Iteration 0F: 3 clusters Score -236961.5 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -238187.281250 Penalty: 760.146851
	Iteration 1F: 3 clusters Score -238187.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -238478.328125 Penalty: 760.146851
	Iteration 2F: 3 clusters Score -238478.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -238748.640625 Penalty: 760.146851
	Iteration 3F: 3 clusters Score -238748.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -238961.453125 Penalty: 760.146851
	Iteration 4F: 3 clusters Score -238961.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -239130.984375 Penalty: 760.146851
	Iteration 5Q: 3 clusters Score -239131 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -239248.218750 Penalty: 760.146851
	Iteration 6Q: 3 clusters Score -239248.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -239317.031250 Penalty: 760.146851
	Iteration 7Q: 3 clusters Score -239317 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -239384.718750 Penalty: 760.146851
	Iteration 8Q: 3 clusters Score -239384.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -239430.468750 Penalty: 760.146851
	Iteration 9Q: 3 clusters Score -239430.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -239448.500000 Penalty: 760.146851
	Iteration 10Q: 3 clusters Score -239448.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -239463.078125 Penalty: 760.146851
	Iteration 11Q: 3 clusters Score -239463.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -239475.640625 Penalty: 760.146851
	Iteration 12Q: 3 clusters Score -239475.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -239485.296875 Penalty: 760.146851
	Iteration 13Q: 3 clusters Score -239485.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -239494.109375 Penalty: 760.146851
	Iteration 14Q: 3 clusters Score -239494.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -239498.218750 Penalty: 760.146851
	Iteration 15Q: 3 clusters Score -239498.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -239503.468750 Penalty: 760.146851
	Iteration 16Q: 3 clusters Score -239503.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -239509.125000 Penalty: 760.146851
	Iteration 17Q: 3 clusters Score -239509.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -239510.828125 Penalty: 760.146851
	Iteration 18Q: 3 clusters Score -239510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -239512.093750 Penalty: 760.146851
	Iteration 19Q: 3 clusters Score -239512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -239513.109375 Penalty: 760.146851
	Iteration 20F: 3 clusters Score -239513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -239514.218750 Penalty: 760.146851
	Iteration 21Q: 3 clusters Score -239514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -239514.453125 Penalty: 760.146851
	Iteration 22Q: 3 clusters Score -239514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -239515.421875 Penalty: 760.146851
	Iteration 23Q: 3 clusters Score -239515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -239516.718750 Penalty: 760.146851
	Iteration 24Q: 3 clusters Score -239516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -239517.515625 Penalty: 760.146851
	Iteration 25Q: 3 clusters Score -239517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -239517.453125 Penalty: 760.146851
	Iteration 26Q: 3 clusters Score -239517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -239517.984375 Penalty: 760.146851
	Iteration 27Q: 3 clusters Score -239518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -239517.984375 Penalty: 760.146851
	Iteration 28F: 3 clusters Score -239518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6970.758789 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6970.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6733.229492 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6733.229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6788.676270 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6788.676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6811.562988 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6811.563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6820.277832 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6820.278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6828.087891 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6828.088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6828.087891 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -6828.088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Entering Unmasked Estep 
Score: -708697.500000 Penalty: 424.157837
	Iteration 0F: 2 clusters Score -708697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -701202.437500 Penalty: 848.315674
	Iteration 0F: 3 clusters Score -701202.4 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -704386.812500 Penalty: 848.315674
	Iteration 1F: 3 clusters Score -704386.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -704725.687500 Penalty: 848.315674
	Iteration 2F: 3 clusters Score -704725.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -705165.062500 Penalty: 848.315674
	Iteration 3F: 3 clusters Score -705165.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -705747.937500 Penalty: 848.315674
	Iteration 4F: 3 clusters Score -705747.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -706387.125000 Penalty: 848.315674
	Iteration 5F: 3 clusters Score -706387.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -706892.750000 Penalty: 848.315674
	Iteration 6F: 3 clusters Score -706892.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -707166.375000 Penalty: 848.315674
	Iteration 7Q: 3 clusters Score -707166.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -707290.812500 Penalty: 848.315674
	Iteration 8Q: 3 clusters Score -707290.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -707381.250000 Penalty: 848.315674
	Iteration 9Q: 3 clusters Score -707381.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -707439.312500 Penalty: 848.315674
	Iteration 10Q: 3 clusters Score -707439.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -707496.812500 Penalty: 848.315674
	Iteration 11Q: 3 clusters Score -707496.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -707549.687500 Penalty: 848.315674
	Iteration 12Q: 3 clusters Score -707549.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -707591.125000 Penalty: 848.315674
	Iteration 13Q: 3 clusters Score -707591.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -707626.000000 Penalty: 848.315674
	Iteration 14Q: 3 clusters Score -707626 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -707653.250000 Penalty: 848.315674
	Iteration 15Q: 3 clusters Score -707653.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -707679.812500 Penalty: 848.315674
	Iteration 16Q: 3 clusters Score -707679.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -707702.312500 Penalty: 848.315674
	Iteration 17Q: 3 clusters Score -707702.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -707716.562500 Penalty: 848.315674
	Iteration 18Q: 3 clusters Score -707716.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -707726.437500 Penalty: 848.315674
	Iteration 19Q: 3 clusters Score -707726.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -707736.562500 Penalty: 848.315674
	Iteration 20F: 3 clusters Score -707736.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -707741.562500 Penalty: 848.315674
	Iteration 21Q: 3 clusters Score -707741.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -707744.437500 Penalty: 848.315674
	Iteration 22Q: 3 clusters Score -707744.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -707750.000000 Penalty: 848.315674
	Iteration 23Q: 3 clusters Score -707750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -707756.375000 Penalty: 848.315674
	Iteration 24Q: 3 clusters Score -707756.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -707758.937500 Penalty: 848.315674
	Iteration 25Q: 3 clusters Score -707758.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -707757.875000 Penalty: 848.315674
	Iteration 26Q: 3 clusters Score -707757.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -707765.125000 Penalty: 848.315674
	Iteration 27Q: 3 clusters Score -707765.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -707766.000000 Penalty: 848.315674
	Iteration 28Q: 3 clusters Score -707766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -707769.937500 Penalty: 848.315674
	Iteration 29Q: 3 clusters Score -707769.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -707769.875000 Penalty: 848.315674
	Iteration 30Q: 3 clusters Score -707769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -707771.937500 Penalty: 848.315674
	Iteration 31Q: 3 clusters Score -707771.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -707777.375000 Penalty: 848.315674
	Iteration 32Q: 3 clusters Score -707777.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -707780.250000 Penalty: 848.315674
	Iteration 33Q: 3 clusters Score -707780.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -707783.000000 Penalty: 848.315674
	Iteration 34Q: 3 clusters Score -707783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -707786.062500 Penalty: 848.315674
	Iteration 35Q: 3 clusters Score -707786.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -707788.437500 Penalty: 848.315674
	Iteration 36Q: 3 clusters Score -707788.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -707795.625000 Penalty: 848.315674
	Iteration 37Q: 3 clusters Score -707795.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -707799.812500 Penalty: 848.315674
	Iteration 38Q: 3 clusters Score -707799.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -707809.312500 Penalty: 848.315674
	Iteration 39Q: 3 clusters Score -707809.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -707816.125000 Penalty: 848.315674
	Iteration 40F: 3 clusters Score -707816.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -707818.375000 Penalty: 848.315674
	Iteration 41Q: 3 clusters Score -707818.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -707825.687500 Penalty: 848.315674
	Iteration 42Q: 3 clusters Score -707825.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -707834.500000 Penalty: 848.315674
	Iteration 43Q: 3 clusters Score -707834.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -707838.625000 Penalty: 848.315674
	Iteration 44Q: 3 clusters Score -707838.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -707844.625000 Penalty: 848.315674
	Iteration 45Q: 3 clusters Score -707844.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -707849.375000 Penalty: 848.315674
	Iteration 46Q: 3 clusters Score -707849.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -707857.875000 Penalty: 848.315674
	Iteration 47Q: 3 clusters Score -707857.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -707865.375000 Penalty: 848.315674
	Iteration 48Q: 3 clusters Score -707865.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -707874.750000 Penalty: 848.315674
	Iteration 49Q: 3 clusters Score -707874.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -707885.625000 Penalty: 848.315674
	Iteration 50Q: 3 clusters Score -707885.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -707896.687500 Penalty: 848.315674
	Iteration 51Q: 3 clusters Score -707896.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -707909.062500 Penalty: 848.315674
	Iteration 52Q: 3 clusters Score -707909.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -707918.500000 Penalty: 848.315674
	Iteration 53Q: 3 clusters Score -707918.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -707925.250000 Penalty: 848.315674
	Iteration 54Q: 3 clusters Score -707925.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -707934.125000 Penalty: 848.315674
	Iteration 55Q: 3 clusters Score -707934.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -707943.875000 Penalty: 848.315674
	Iteration 56Q: 3 clusters Score -707943.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -707951.875000 Penalty: 848.315674
	Iteration 57Q: 3 clusters Score -707951.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -707962.500000 Penalty: 848.315674
	Iteration 58Q: 3 clusters Score -707962.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -707974.687500 Penalty: 848.315674
	Iteration 59Q: 3 clusters Score -707974.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -707989.937500 Penalty: 848.315674
	Iteration 60F: 3 clusters Score -707989.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -708002.187500 Penalty: 848.315674
	Iteration 61Q: 3 clusters Score -708002.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -708012.687500 Penalty: 848.315674
	Iteration 62Q: 3 clusters Score -708012.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -708022.375000 Penalty: 848.315674
	Iteration 63Q: 3 clusters Score -708022.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -708034.812500 Penalty: 848.315674
	Iteration 64Q: 3 clusters Score -708034.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -708047.437500 Penalty: 848.315674
	Iteration 65Q: 3 clusters Score -708047.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -708053.875000 Penalty: 848.315674
	Iteration 66Q: 3 clusters Score -708053.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -708061.375000 Penalty: 848.315674
	Iteration 67Q: 3 clusters Score -708061.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -708068.687500 Penalty: 848.315674
	Iteration 68Q: 3 clusters Score -708068.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -708078.500000 Penalty: 848.315674
	Iteration 69Q: 3 clusters Score -708078.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -708086.187500 Penalty: 848.315674
	Iteration 70Q: 3 clusters Score -708086.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -708098.187500 Penalty: 848.315674
	Iteration 71Q: 3 clusters Score -708098.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -708109.187500 Penalty: 848.315674
	Iteration 72Q: 3 clusters Score -708109.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -708120.687500 Penalty: 848.315674
	Iteration 73Q: 3 clusters Score -708120.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -708137.750000 Penalty: 848.315674
	Iteration 74Q: 3 clusters Score -708137.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -708149.000000 Penalty: 848.315674
	Iteration 75Q: 3 clusters Score -708149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -708160.187500 Penalty: 848.315674
	Iteration 76Q: 3 clusters Score -708160.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -708170.562500 Penalty: 848.315674
	Iteration 77Q: 3 clusters Score -708170.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -708179.750000 Penalty: 848.315674
	Iteration 78Q: 3 clusters Score -708179.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -708186.937500 Penalty: 848.315674
	Iteration 79Q: 3 clusters Score -708186.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -708187.687500 Penalty: 848.315674
	Iteration 80F: 3 clusters Score -708187.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -708191.187500 Penalty: 848.315674
	Iteration 81Q: 3 clusters Score -708191.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -708194.750000 Penalty: 848.315674
	Iteration 82Q: 3 clusters Score -708194.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -708197.687500 Penalty: 848.315674
	Iteration 83Q: 3 clusters Score -708197.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -708200.812500 Penalty: 848.315674
	Iteration 84Q: 3 clusters Score -708200.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -708204.750000 Penalty: 848.315674
	Iteration 85Q: 3 clusters Score -708204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -708207.750000 Penalty: 848.315674
	Iteration 86Q: 3 clusters Score -708207.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -708207.875000 Penalty: 848.315674
	Iteration 87Q: 3 clusters Score -708207.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -708210.250000 Penalty: 848.315674
	Iteration 88Q: 3 clusters Score -708210.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -708215.312500 Penalty: 848.315674
	Iteration 89Q: 3 clusters Score -708215.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -708219.000000 Penalty: 848.315674
	Iteration 90Q: 3 clusters Score -708219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -708220.125000 Penalty: 848.315674
	Iteration 91Q: 3 clusters Score -708220.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -708226.250000 Penalty: 848.315674
	Iteration 92Q: 3 clusters Score -708226.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -708235.875000 Penalty: 848.315674
	Iteration 93Q: 3 clusters Score -708235.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -708246.375000 Penalty: 848.315674
	Iteration 94Q: 3 clusters Score -708246.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -708254.562500 Penalty: 848.315674
	Iteration 95Q: 3 clusters Score -708254.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -708266.875000 Penalty: 848.315674
	Iteration 96Q: 3 clusters Score -708266.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -708272.687500 Penalty: 848.315674
	Iteration 97Q: 3 clusters Score -708272.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -708278.875000 Penalty: 848.315674
	Iteration 98Q: 3 clusters Score -708278.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -708283.500000 Penalty: 848.315674
	Iteration 99Q: 3 clusters Score -708283.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -708285.937500 Penalty: 848.315674
	Iteration 100F: 3 clusters Score -708285.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -708295.125000 Penalty: 848.315674
	Iteration 101Q: 3 clusters Score -708295.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -708296.750000 Penalty: 848.315674
	Iteration 102Q: 3 clusters Score -708296.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -708302.250000 Penalty: 848.315674
	Iteration 103Q: 3 clusters Score -708302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -708304.500000 Penalty: 848.315674
	Iteration 104Q: 3 clusters Score -708304.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -708307.375000 Penalty: 848.315674
	Iteration 105Q: 3 clusters Score -708307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -708310.437500 Penalty: 848.315674
	Iteration 106Q: 3 clusters Score -708310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -708312.187500 Penalty: 848.315674
	Iteration 107Q: 3 clusters Score -708312.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -708313.000000 Penalty: 848.315674
	Iteration 108Q: 3 clusters Score -708313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -708314.000000 Penalty: 848.315674
	Iteration 109Q: 3 clusters Score -708314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -708315.562500 Penalty: 848.315674
	Iteration 110Q: 3 clusters Score -708315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -708316.500000 Penalty: 848.315674
	Iteration 111Q: 3 clusters Score -708316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -708318.375000 Penalty: 848.315674
	Iteration 112Q: 3 clusters Score -708318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -708318.250000 Penalty: 848.315674
	Iteration 113Q: 3 clusters Score -708318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -708318.250000 Penalty: 848.315674
	Iteration 114F: 3 clusters Score -708318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -129363.710938 Penalty: 354.193542
	Iteration 0F: 2 clusters Score -129363.7 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 1240 members 
Entering Unmasked Estep 
Score: -127644.492188 Penalty: 708.387085
	Iteration 0F: 3 clusters Score -127644.5 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -128373.132812 Penalty: 708.387085
	Iteration 1F: 3 clusters Score -128373.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -128555.664062 Penalty: 708.387085
	Iteration 2F: 3 clusters Score -128555.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -128676.382812 Penalty: 708.387085
	Iteration 3F: 3 clusters Score -128676.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -128775.742188 Penalty: 708.387085
	Iteration 4F: 3 clusters Score -128775.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -128856.148438 Penalty: 708.387085
	Iteration 5F: 3 clusters Score -128856.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -128914.140625 Penalty: 708.387085
	Iteration 6Q: 3 clusters Score -128914.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -128952.515625 Penalty: 708.387085
	Iteration 7Q: 3 clusters Score -128952.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -128973.804688 Penalty: 708.387085
	Iteration 8Q: 3 clusters Score -128973.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128987.062500 Penalty: 708.387085
	Iteration 9Q: 3 clusters Score -128987.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -128995.296875 Penalty: 708.387085
	Iteration 10Q: 3 clusters Score -128995.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -129007.078125 Penalty: 708.387085
	Iteration 11Q: 3 clusters Score -129007.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129016.015625 Penalty: 708.387085
	Iteration 12Q: 3 clusters Score -129016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -129019.312500 Penalty: 708.387085
	Iteration 13Q: 3 clusters Score -129019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -129022.695312 Penalty: 708.387085
	Iteration 14Q: 3 clusters Score -129022.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -129025.468750 Penalty: 708.387085
	Iteration 15Q: 3 clusters Score -129025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129026.429688 Penalty: 708.387085
	Iteration 16Q: 3 clusters Score -129026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129027.679688 Penalty: 708.387085
	Iteration 17Q: 3 clusters Score -129027.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -129029.882812 Penalty: 708.387085
	Iteration 18Q: 3 clusters Score -129029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129031.203125 Penalty: 708.387085
	Iteration 19Q: 3 clusters Score -129031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -129032.828125 Penalty: 708.387085
	Iteration 20F: 3 clusters Score -129032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -129034.398438 Penalty: 708.387085
	Iteration 21Q: 3 clusters Score -129034.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -129035.585938 Penalty: 708.387085
	Iteration 22Q: 3 clusters Score -129035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -129036.125000 Penalty: 708.387085
	Iteration 23Q: 3 clusters Score -129036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -129036.523438 Penalty: 708.387085
	Iteration 24Q: 3 clusters Score -129036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129036.945312 Penalty: 708.387085
	Iteration 25Q: 3 clusters Score -129036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129036.945312 Penalty: 708.387085
	Iteration 26F: 3 clusters Score -129036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -54600.757812 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54600.76 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -54822.289062 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54822.29 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54869.054688 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54869.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -54906.632812 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -54906.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -54934.582031 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -54934.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54978.292969 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54978.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55036.917969 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -55036.92 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -55102.265625 Penalty: 627.599182
	Iteration 7F: 3 clusters Score -55102.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -55174.101562 Penalty: 627.599182
	Iteration 8F: 3 clusters Score -55174.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55246.109375 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -55246.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55288.136719 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -55288.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55311.671875 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -55311.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55319.578125 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -55319.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55323.917969 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -55323.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55332.742188 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -55332.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55334.988281 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -55334.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55336.359375 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -55336.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55338.742188 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -55338.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55338.972656 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -55338.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55338.972656 Penalty: 627.599182
	Iteration 19F: 3 clusters Score -55338.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 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 696 members 
Entering Unmasked Estep 
Score: -76159.585938 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76159.59 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -76510.960938 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76510.96 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -76559.117188 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76559.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76578.695312 Penalty: 657.054016
	Iteration 3Q: 3 clusters Score -76578.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -76590.421875 Penalty: 657.054016
	Iteration 4Q: 3 clusters Score -76590.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -76601.796875 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76601.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -76611.375000 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76611.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76623.531250 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76623.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -76636.617188 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76636.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -76652.476562 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76652.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76671.195312 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76671.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76686.804688 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76686.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76705.281250 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76705.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76734.906250 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76734.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76758.015625 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76758.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76785.539062 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76785.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76833.289062 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76833.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76868.867188 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76868.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76883.859375 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76883.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76892.718750 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -76892.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76896.859375 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -76896.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76899.375000 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -76899.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76904.093750 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -76904.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76908.671875 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -76908.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76909.671875 Penalty: 657.054016
	Iteration 24Q: 3 clusters Score -76909.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76910.484375 Penalty: 657.054016
	Iteration 25Q: 3 clusters Score -76910.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76911.687500 Penalty: 657.054016
	Iteration 26Q: 3 clusters Score -76911.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76913.695312 Penalty: 657.054016
	Iteration 27Q: 3 clusters Score -76913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76914.492188 Penalty: 657.054016
	Iteration 28Q: 3 clusters Score -76914.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76914.765625 Penalty: 657.054016
	Iteration 29Q: 3 clusters Score -76914.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76916.226562 Penalty: 657.054016
	Iteration 30Q: 3 clusters Score -76916.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76918.062500 Penalty: 657.054016
	Iteration 31Q: 3 clusters Score -76918.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76918.257812 Penalty: 657.054016
	Iteration 32Q: 3 clusters Score -76918.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76918.601562 Penalty: 657.054016
	Iteration 33Q: 3 clusters Score -76918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76919.929688 Penalty: 657.054016
	Iteration 34Q: 3 clusters Score -76919.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76924.000000 Penalty: 657.054016
	Iteration 35Q: 3 clusters Score -76924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76926.203125 Penalty: 657.054016
	Iteration 36Q: 3 clusters Score -76926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76927.453125 Penalty: 657.054016
	Iteration 37Q: 3 clusters Score -76927.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76929.453125 Penalty: 657.054016
	Iteration 38Q: 3 clusters Score -76929.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76933.226562 Penalty: 657.054016
	Iteration 39Q: 3 clusters Score -76933.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -76933.796875 Penalty: 657.054016
	Iteration 40F: 3 clusters Score -76933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7314.554688 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7314.555 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 75 members 
Entering Unmasked Estep 
Score: -7089.081543 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7089.082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7150.092773 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7150.093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7178.653320 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7178.653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7199.959473 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -7199.959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7202.699707 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7216.009766 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7216.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7222.252441 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7222.252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7233.237305 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7233.237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7234.666992 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -7234.667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7234.666992 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -7234.667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 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 366 members 
Entering Unmasked Estep 
Score: -39989.703125 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -39989.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40233.285156 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40233.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40323.800781 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40323.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40396.019531 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40396.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40442.042969 Penalty: 601.573303
	Iteration 4F: 3 clusters Score -40442.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40473.164062 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40473.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40488.375000 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40488.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40494.152344 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40494.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40496.312500 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40496.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40498.074219 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40498.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40499.625000 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40499.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40501.585938 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40501.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40504.742188 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40504.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40506.652344 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40506.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40508.910156 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40508.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40509.816406 Penalty: 601.573303
	Iteration 15Q: 3 clusters Score -40509.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40509.816406 Penalty: 601.573303
	Iteration 16F: 3 clusters Score -40509.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (177321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177321 members 
Entering Unmasked Estep 
Score: -10338375.000000 Penalty: 549.900146
	Iteration 0F: 2 clusters Score -1.033838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -10225386.000000 Penalty: 1099.800293
	Iteration 0F: 3 clusters Score -1.022539e+07 nChanged 87033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -10283845.000000 Penalty: 1099.800293
	Iteration 1F: 3 clusters Score -1.028384e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -10289493.000000 Penalty: 1099.800293
	Iteration 2F: 3 clusters Score -1.028949e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -10297384.000000 Penalty: 1099.800293
	Iteration 3F: 3 clusters Score -1.029738e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -10306258.000000 Penalty: 1099.800293
	Iteration 4F: 3 clusters Score -1.030626e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -10311896.000000 Penalty: 1099.800293
	Iteration 5F: 3 clusters Score -1.03119e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -10314075.000000 Penalty: 1099.800293
	Iteration 6Q: 3 clusters Score -1.031408e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -10314888.000000 Penalty: 1099.800293
	Iteration 7Q: 3 clusters Score -1.031489e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -10315460.000000 Penalty: 1099.800293
	Iteration 8Q: 3 clusters Score -1.031546e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -10316054.000000 Penalty: 1099.800293
	Iteration 9Q: 3 clusters Score -1.031605e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 117117 members 
Entering Unmasked Estep 
Score: -10316639.000000 Penalty: 1099.800293
	Iteration 10Q: 3 clusters Score -1.031664e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -10317291.000000 Penalty: 1099.800293
	Iteration 11Q: 3 clusters Score -1.031729e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -10318132.000000 Penalty: 1099.800293
	Iteration 12Q: 3 clusters Score -1.031813e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -10319111.000000 Penalty: 1099.800293
	Iteration 13Q: 3 clusters Score -1.031911e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 130569 members 
Entering Unmasked Estep 
Score: -10320185.000000 Penalty: 1099.800293
	Iteration 14Q: 3 clusters Score -1.032018e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 134474 members 
Entering Unmasked Estep 
Score: -10321357.000000 Penalty: 1099.800293
	Iteration 15Q: 3 clusters Score -1.032136e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 138180 members 
Entering Unmasked Estep 
Score: -10322436.000000 Penalty: 1099.800293
	Iteration 16Q: 3 clusters Score -1.032244e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 141900 members 
Entering Unmasked Estep 
Score: -10323609.000000 Penalty: 1099.800293
	Iteration 17Q: 3 clusters Score -1.032361e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 145625 members 
Entering Unmasked Estep 
Score: -10324770.000000 Penalty: 1099.800293
	Iteration 18Q: 3 clusters Score -1.032477e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -10325891.000000 Penalty: 1099.800293
	Iteration 19Q: 3 clusters Score -1.032589e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -10327209.000000 Penalty: 1099.800293
	Iteration 20F: 3 clusters Score -1.032721e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -10328296.000000 Penalty: 1099.800293
	Iteration 21Q: 3 clusters Score -1.03283e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -10329414.000000 Penalty: 1099.800293
	Iteration 22Q: 3 clusters Score -1.032941e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -10330475.000000 Penalty: 1099.800293
	Iteration 23Q: 3 clusters Score -1.033048e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -10331562.000000 Penalty: 1099.800293
	Iteration 24Q: 3 clusters Score -1.033156e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -10332513.000000 Penalty: 1099.800293
	Iteration 25Q: 3 clusters Score -1.033251e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 168579 members 
Entering Unmasked Estep 
Score: -10333352.000000 Penalty: 1099.800293
	Iteration 26Q: 3 clusters Score -1.033335e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 170271 members 
Entering Unmasked Estep 
Score: -10334360.000000 Penalty: 1099.800293
	Iteration 27Q: 3 clusters Score -1.033436e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 171758 members 
Entering Unmasked Estep 
Score: -10335060.000000 Penalty: 1099.800293
	Iteration 28Q: 3 clusters Score -1.033506e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -10335746.000000 Penalty: 1099.800293
	Iteration 29Q: 3 clusters Score -1.033575e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -10336382.000000 Penalty: 1099.800293
	Iteration 30Q: 3 clusters Score -1.033638e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 174797 members 
Entering Unmasked Estep 
Score: -10336792.000000 Penalty: 1099.800293
	Iteration 31Q: 3 clusters Score -1.033679e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -10337073.000000 Penalty: 1099.800293
	Iteration 32Q: 3 clusters Score -1.033707e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 175864 members 
Entering Unmasked Estep 
Score: -10337251.000000 Penalty: 1099.800293
	Iteration 33Q: 3 clusters Score -1.033725e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 176195 members 
Entering Unmasked Estep 
Score: -10337472.000000 Penalty: 1099.800293
	Iteration 34Q: 3 clusters Score -1.033747e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -10337638.000000 Penalty: 1099.800293
	Iteration 35Q: 3 clusters Score -1.033764e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -10337732.000000 Penalty: 1099.800293
	Iteration 36Q: 3 clusters Score -1.033773e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -10337769.000000 Penalty: 1099.800293
	Iteration 37Q: 3 clusters Score -1.033777e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 176854 members 
Entering Unmasked Estep 
Score: -10337829.000000 Penalty: 1099.800293
	Iteration 38Q: 3 clusters Score -1.033783e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 176918 members 
Entering Unmasked Estep 
Score: -10337852.000000 Penalty: 1099.800293
	Iteration 39Q: 3 clusters Score -1.033785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -10337868.000000 Penalty: 1099.800293
	Iteration 40F: 3 clusters Score -1.033787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 177001 members 
Entering Unmasked Estep 
Score: -10337907.000000 Penalty: 1099.800293
	Iteration 41Q: 3 clusters Score -1.033791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 177027 members 
Entering Unmasked Estep 
Score: -10337908.000000 Penalty: 1099.800293
	Iteration 42Q: 3 clusters Score -1.033791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177046 members 
Entering Unmasked Estep 
Score: -10337921.000000 Penalty: 1099.800293
	Iteration 43Q: 3 clusters Score -1.033792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 177067 members 
Entering Unmasked Estep 
Score: -10337930.000000 Penalty: 1099.800293
	Iteration 44Q: 3 clusters Score -1.033793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177074 members 
Entering Unmasked Estep 
Score: -10337924.000000 Penalty: 1099.800293
	Iteration 45Q: 3 clusters Score -1.033792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177080 members 
Entering Unmasked Estep 
Score: -10337918.000000 Penalty: 1099.800293
	Iteration 46Q: 3 clusters Score -1.033792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -10337934.000000 Penalty: 1099.800293
	Iteration 47Q: 3 clusters Score -1.033793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -10337931.000000 Penalty: 1099.800293
	Iteration 48Q: 3 clusters Score -1.033793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -10337938.000000 Penalty: 1099.800293
	Iteration 49Q: 3 clusters Score -1.033794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 177100 members 
Entering Unmasked Estep 
Score: -10337944.000000 Penalty: 1099.800293
	Iteration 50Q: 3 clusters Score -1.033794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177105 members 
Entering Unmasked Estep 
Score: -10337951.000000 Penalty: 1099.800293
	Iteration 51Q: 3 clusters Score -1.033795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177108 members 
Entering Unmasked Estep 
Score: -10337955.000000 Penalty: 1099.800293
	Iteration 52Q: 3 clusters Score -1.033796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177113 members 
Entering Unmasked Estep 
Score: -10337955.000000 Penalty: 1099.800293
	Iteration 53Q: 3 clusters Score -1.033796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177116 members 
Entering Unmasked Estep 
Score: -10337958.000000 Penalty: 1099.800293
	Iteration 54Q: 3 clusters Score -1.033796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177118 members 
Entering Unmasked Estep 
Score: -10337957.000000 Penalty: 1099.800293
	Iteration 55Q: 3 clusters Score -1.033796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -10337962.000000 Penalty: 1099.800293
	Iteration 56Q: 3 clusters Score -1.033796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177120 members 
Entering Unmasked Estep 
Score: -10337957.000000 Penalty: 1099.800293
	Iteration 57Q: 3 clusters Score -1.033796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -10337962.000000 Penalty: 1099.800293
	Iteration 58Q: 3 clusters Score -1.033796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -10337962.000000 Penalty: 1099.800293
	Iteration 59F: 3 clusters Score -1.033796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123115 members 
Entering Unmasked Estep 
Score: -7359022.000000 Penalty: 533.299744
	Iteration 0F: 2 clusters Score -7359022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -7278754.500000 Penalty: 1066.599487
	Iteration 0F: 3 clusters Score -7278754 nChanged 60472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -7314972.000000 Penalty: 1066.599487
	Iteration 1F: 3 clusters Score -7314972 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -7316660.500000 Penalty: 1066.599487
	Iteration 2Q: 3 clusters Score -7316660 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -7319111.500000 Penalty: 1066.599487
	Iteration 3F: 3 clusters Score -7319112 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -7323095.500000 Penalty: 1066.599487
	Iteration 4F: 3 clusters Score -7323096 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -7329134.000000 Penalty: 1066.599487
	Iteration 5F: 3 clusters Score -7329134 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -7337746.000000 Penalty: 1066.599487
	Iteration 6F: 3 clusters Score -7337746 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 111760 members 
Entering Unmasked Estep 
Score: -7346718.500000 Penalty: 1066.599487
	Iteration 7F: 3 clusters Score -7346718 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 117585 members 
Entering Unmasked Estep 
Score: -7352809.000000 Penalty: 1066.599487
	Iteration 8Q: 3 clusters Score -7352809 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 120614 members 
Entering Unmasked Estep 
Score: -7356058.000000 Penalty: 1066.599487
	Iteration 9Q: 3 clusters Score -7356058 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 121963 members 
Entering Unmasked Estep 
Score: -7357464.000000 Penalty: 1066.599487
	Iteration 10Q: 3 clusters Score -7357464 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -7358061.000000 Penalty: 1066.599487
	Iteration 11Q: 3 clusters Score -7358061 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 122816 members 
Entering Unmasked Estep 
Score: -7358314.000000 Penalty: 1066.599487
	Iteration 12Q: 3 clusters Score -7358314 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -7358423.000000 Penalty: 1066.599487
	Iteration 13Q: 3 clusters Score -7358423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -7358460.500000 Penalty: 1066.599487
	Iteration 14Q: 3 clusters Score -7358460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -7358488.000000 Penalty: 1066.599487
	Iteration 15Q: 3 clusters Score -7358488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -7358504.000000 Penalty: 1066.599487
	Iteration 16Q: 3 clusters Score -7358504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -7358523.000000 Penalty: 1066.599487
	Iteration 17Q: 3 clusters Score -7358523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -7358534.000000 Penalty: 1066.599487
	Iteration 18Q: 3 clusters Score -7358534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 123023 members 
Entering Unmasked Estep 
Score: -7358540.000000 Penalty: 1066.599487
	Iteration 19Q: 3 clusters Score -7358540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -7358545.000000 Penalty: 1066.599487
	Iteration 20F: 3 clusters Score -7358545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -7358547.000000 Penalty: 1066.599487
	Iteration 21Q: 3 clusters Score -7358547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -7358552.000000 Penalty: 1066.599487
	Iteration 22Q: 3 clusters Score -7358552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -7358556.000000 Penalty: 1066.599487
	Iteration 23Q: 3 clusters Score -7358556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -7358559.500000 Penalty: 1066.599487
	Iteration 24Q: 3 clusters Score -7358560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -7358558.000000 Penalty: 1066.599487
	Iteration 25Q: 3 clusters Score -7358558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -7358558.000000 Penalty: 1066.599487
	Iteration 26F: 3 clusters Score -7358558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -76959.812500 Penalty: 329.514771
	Iteration 0F: 2 clusters Score -76959.81 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 699 members 
Entering Unmasked Estep 
Score: -75896.500000 Penalty: 659.029541
	Iteration 0F: 3 clusters Score -75896.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -76213.835938 Penalty: 659.029541
	Iteration 1F: 3 clusters Score -76213.84 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -76272.437500 Penalty: 659.029541
	Iteration 2F: 3 clusters Score -76272.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -76302.820312 Penalty: 659.029541
	Iteration 3Q: 3 clusters Score -76302.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -76327.617188 Penalty: 659.029541
	Iteration 4Q: 3 clusters Score -76327.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -76344.570312 Penalty: 659.029541
	Iteration 5Q: 3 clusters Score -76344.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76360.101562 Penalty: 659.029541
	Iteration 6Q: 3 clusters Score -76360.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -76368.421875 Penalty: 659.029541
	Iteration 7Q: 3 clusters Score -76368.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -76374.757812 Penalty: 659.029541
	Iteration 8Q: 3 clusters Score -76374.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -76377.328125 Penalty: 659.029541
	Iteration 9Q: 3 clusters Score -76377.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -76381.210938 Penalty: 659.029541
	Iteration 10Q: 3 clusters Score -76381.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -76382.601562 Penalty: 659.029541
	Iteration 11Q: 3 clusters Score -76382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -76383.078125 Penalty: 659.029541
	Iteration 12Q: 3 clusters Score -76383.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -76384.804688 Penalty: 659.029541
	Iteration 13Q: 3 clusters Score -76384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -76386.335938 Penalty: 659.029541
	Iteration 14Q: 3 clusters Score -76386.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -76387.359375 Penalty: 659.029541
	Iteration 15Q: 3 clusters Score -76387.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -76387.726562 Penalty: 659.029541
	Iteration 16Q: 3 clusters Score -76387.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -76388.140625 Penalty: 659.029541
	Iteration 17Q: 3 clusters Score -76388.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -76388.304688 Penalty: 659.029541
	Iteration 18Q: 3 clusters Score -76388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -76388.382812 Penalty: 659.029541
	Iteration 19Q: 3 clusters Score -76388.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76388.421875 Penalty: 659.029541
	Iteration 20F: 3 clusters Score -76388.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -76389.835938 Penalty: 659.029541
	Iteration 21Q: 3 clusters Score -76389.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -76390.476562 Penalty: 659.029541
	Iteration 22Q: 3 clusters Score -76390.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -76390.664062 Penalty: 659.029541
	Iteration 23Q: 3 clusters Score -76390.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -76390.664062 Penalty: 659.029541
	Iteration 24Q: 3 clusters Score -76390.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76390.789062 Penalty: 659.029541
	Iteration 25Q: 3 clusters Score -76390.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76390.968750 Penalty: 659.029541
	Iteration 26Q: 3 clusters Score -76390.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76390.820312 Penalty: 659.029541
	Iteration 27Q: 3 clusters Score -76390.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76390.820312 Penalty: 659.029541
	Iteration 28F: 3 clusters Score -76390.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1842.312012 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1842.312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1879.591797 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1879.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1880.425781 Penalty: 355.994110
	Iteration 2Q: 3 clusters Score -1880.426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1880.425781 Penalty: 355.994110
	Iteration 3F: 3 clusters Score -1880.426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -60972.074219 Penalty: 315.114594
	Iteration 0F: 2 clusters Score -60972.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -60136.578125 Penalty: 630.229187
	Iteration 0F: 3 clusters Score -60136.58 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60367.937500 Penalty: 630.229187
	Iteration 1F: 3 clusters Score -60367.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60420.039062 Penalty: 630.229187
	Iteration 2F: 3 clusters Score -60420.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60480.085938 Penalty: 630.229187
	Iteration 3F: 3 clusters Score -60480.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60523.382812 Penalty: 630.229187
	Iteration 4F: 3 clusters Score -60523.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60562.746094 Penalty: 630.229187
	Iteration 5Q: 3 clusters Score -60562.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60613.007812 Penalty: 630.229187
	Iteration 6F: 3 clusters Score -60613.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60670.234375 Penalty: 630.229187
	Iteration 7F: 3 clusters Score -60670.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60721.332031 Penalty: 630.229187
	Iteration 8F: 3 clusters Score -60721.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60760.578125 Penalty: 630.229187
	Iteration 9Q: 3 clusters Score -60760.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60777.593750 Penalty: 630.229187
	Iteration 10Q: 3 clusters Score -60777.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60785.382812 Penalty: 630.229187
	Iteration 11Q: 3 clusters Score -60785.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60790.660156 Penalty: 630.229187
	Iteration 12Q: 3 clusters Score -60790.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60796.644531 Penalty: 630.229187
	Iteration 13Q: 3 clusters Score -60796.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60801.949219 Penalty: 630.229187
	Iteration 14Q: 3 clusters Score -60801.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60808.027344 Penalty: 630.229187
	Iteration 15Q: 3 clusters Score -60808.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60809.410156 Penalty: 630.229187
	Iteration 16Q: 3 clusters Score -60809.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60810.437500 Penalty: 630.229187
	Iteration 17Q: 3 clusters Score -60810.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60811.484375 Penalty: 630.229187
	Iteration 18Q: 3 clusters Score -60811.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60811.992188 Penalty: 630.229187
	Iteration 19Q: 3 clusters Score -60811.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60811.992188 Penalty: 630.229187
	Iteration 20F: 3 clusters Score -60811.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -55633.238281 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -55633.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54773.261719 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -54773.26 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55115.019531 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -55115.02 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55262.609375 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -55262.61 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55350.332031 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -55350.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55395.617188 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -55395.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55422.363281 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -55422.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55436.730469 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -55436.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55440.343750 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -55440.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55442.437500 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -55442.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55444.718750 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -55444.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55445.855469 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -55445.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55447.617188 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -55447.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55449.792969 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -55449.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55450.933594 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -55450.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55454.339844 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -55454.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55457.460938 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -55457.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55459.128906 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -55459.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55460.312500 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -55460.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55460.500000 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -55460.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55460.500000 Penalty: 633.650269
	Iteration 19F: 3 clusters Score -55460.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73614.554688 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73614.55 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -73944.859375 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73944.86 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -73998.085938 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -73998.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -74043.132812 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -74043.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -74098.671875 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -74098.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -74175.210938 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74175.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -74228.328125 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74228.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -74264.968750 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74264.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -74287.828125 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74287.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -74303.359375 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74303.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -74313.304688 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74313.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -74320.914062 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74320.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -74327.804688 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -74340.257812 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74340.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -74345.468750 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74345.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -74350.507812 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74350.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -74355.632812 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74355.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -74358.007812 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -74358.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -74362.835938 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -74362.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -74370.234375 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -74370.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -74374.382812 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -74374.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -74377.218750 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -74377.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -74380.398438 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -74380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -74383.507812 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -74383.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -74384.500000 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -74384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -74385.257812 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -74385.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -74386.007812 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -74386.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -74386.242188 Penalty: 654.557007
	Iteration 27Q: 3 clusters Score -74386.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -74386.242188 Penalty: 654.557007
	Iteration 28F: 3 clusters Score -74386.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3770.024902 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3770.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3584.272705 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3584.273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3608.067139 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3608.067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3615.323730 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3615.324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3616.694580 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3616.695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3616.694580 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -3616.695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Entering Unmasked Estep 
Score: -864927.250000 Penalty: 434.030914
	Iteration 0F: 2 clusters Score -864927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -855684.875000 Penalty: 868.061829
	Iteration 0F: 3 clusters Score -855684.9 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -859256.000000 Penalty: 868.061829
	Iteration 1F: 3 clusters Score -859256 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -859351.375000 Penalty: 868.061829
	Iteration 2Q: 3 clusters Score -859351.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -859455.562500 Penalty: 868.061829
	Iteration 3Q: 3 clusters Score -859455.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -859604.187500 Penalty: 868.061829
	Iteration 4Q: 3 clusters Score -859604.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -859824.625000 Penalty: 868.061829
	Iteration 5Q: 3 clusters Score -859824.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -860153.562500 Penalty: 868.061829
	Iteration 6Q: 3 clusters Score -860153.6 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -860670.062500 Penalty: 868.061829
	Iteration 7F: 3 clusters Score -860670.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -861464.875000 Penalty: 868.061829
	Iteration 8F: 3 clusters Score -861464.9 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -862544.687500 Penalty: 868.061829
	Iteration 9F: 3 clusters Score -862544.7 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -863455.250000 Penalty: 868.061829
	Iteration 10F: 3 clusters Score -863455.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -864039.375000 Penalty: 868.061829
	Iteration 11Q: 3 clusters Score -864039.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -864309.875000 Penalty: 868.061829
	Iteration 12Q: 3 clusters Score -864309.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -864421.937500 Penalty: 868.061829
	Iteration 13Q: 3 clusters Score -864421.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -864478.812500 Penalty: 868.061829
	Iteration 14Q: 3 clusters Score -864478.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -864510.375000 Penalty: 868.061829
	Iteration 15Q: 3 clusters Score -864510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -864521.500000 Penalty: 868.061829
	Iteration 16Q: 3 clusters Score -864521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -864531.437500 Penalty: 868.061829
	Iteration 17Q: 3 clusters Score -864531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -864535.937500 Penalty: 868.061829
	Iteration 18Q: 3 clusters Score -864535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -864539.312500 Penalty: 868.061829
	Iteration 19Q: 3 clusters Score -864539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -864541.687500 Penalty: 868.061829
	Iteration 20F: 3 clusters Score -864541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -864542.875000 Penalty: 868.061829
	Iteration 21Q: 3 clusters Score -864542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -864542.875000 Penalty: 868.061829
	Iteration 22F: 3 clusters Score -864542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5149.474609 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5149.475 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 50 members 
Entering Unmasked Estep 
Score: -4964.465820 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4964.466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5006.693848 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5006.694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5016.366699 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5016.367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5019.147949 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5019.148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5020.357422 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5020.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5021.207520 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5021.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5021.207520 Penalty: 421.760345
	Iteration 6F: 3 clusters Score -5021.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11983 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11183 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177321 members 
Mstep: Class 23 contains 123115 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13893 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061584.000000 Penalty: 18224.343750
Iteration 399Q: 32 clusters Score -2.306158e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11984 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11177 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177340 members 
Mstep: Class 23 contains 123081 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13911 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061600.000000 Penalty: 18224.343750
Iteration 400F: 32 clusters Score -2.30616e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11984 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11170 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177362 members 
Mstep: Class 23 contains 123036 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13941 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061592.000000 Penalty: 18224.343750
Iteration 401Q: 32 clusters Score -2.306159e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11984 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11163 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177383 members 
Mstep: Class 23 contains 122998 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13966 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061566.000000 Penalty: 18224.343750
Iteration 402Q: 32 clusters Score -2.306157e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11983 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11155 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177391 members 
Mstep: Class 23 contains 122968 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 13993 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061580.000000 Penalty: 18224.343750
Iteration 403Q: 32 clusters Score -2.306158e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11983 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11151 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177385 members 
Mstep: Class 23 contains 122957 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14012 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061570.000000 Penalty: 18224.343750
Iteration 404Q: 32 clusters Score -2.306157e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11144 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177387 members 
Mstep: Class 23 contains 122944 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14025 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061578.000000 Penalty: 18224.343750
Iteration 405Q: 32 clusters Score -2.306158e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11133 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177393 members 
Mstep: Class 23 contains 122936 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14035 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061584.000000 Penalty: 18224.343750
Iteration 406Q: 32 clusters Score -2.306158e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 32021 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177391 members 
Mstep: Class 23 contains 122935 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14049 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061598.000000 Penalty: 18224.343750
Iteration 407Q: 32 clusters Score -2.30616e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11980 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177386 members 
Mstep: Class 23 contains 122930 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14068 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061608.000000 Penalty: 18224.343750
Iteration 408Q: 32 clusters Score -2.306161e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 32021 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11094 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177387 members 
Mstep: Class 23 contains 122927 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14079 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061596.000000 Penalty: 18224.343750
Iteration 409Q: 32 clusters Score -2.30616e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11974 members 
Mstep: Class 10 contains 32021 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11087 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177392 members 
Mstep: Class 23 contains 122915 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14095 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061614.000000 Penalty: 18224.343750
Iteration 410Q: 32 clusters Score -2.306161e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 3998 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177403 members 
Mstep: Class 23 contains 122891 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14119 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061632.000000 Penalty: 18224.343750
Iteration 411Q: 32 clusters Score -2.306163e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11978 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 3998 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 2397 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177406 members 
Mstep: Class 23 contains 122878 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14142 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061636.000000 Penalty: 18224.343750
Iteration 412Q: 32 clusters Score -2.306164e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11978 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 3996 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177420 members 
Mstep: Class 23 contains 122866 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14159 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061648.000000 Penalty: 18224.343750
Iteration 413Q: 32 clusters Score -2.306165e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 32019 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11035 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177447 members 
Mstep: Class 23 contains 122844 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14173 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061640.000000 Penalty: 18224.343750
Iteration 414Q: 32 clusters Score -2.306164e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 32019 members 
Mstep: Class 11 contains 4000 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11016 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177478 members 
Mstep: Class 23 contains 122821 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14185 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061572.000000 Penalty: 18224.343750
Iteration 415Q: 32 clusters Score -2.306157e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1326 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 4006 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10999 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177504 members 
Mstep: Class 23 contains 122789 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14204 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061600.000000 Penalty: 18224.343750
Iteration 416Q: 32 clusters Score -2.30616e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 4009 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10981 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177528 members 
Mstep: Class 23 contains 122760 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14224 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061578.000000 Penalty: 18224.343750
Iteration 417Q: 32 clusters Score -2.306158e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11973 members 
Mstep: Class 10 contains 32021 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10962 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177551 members 
Mstep: Class 23 contains 122730 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14251 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061606.000000 Penalty: 18224.343750
Iteration 418Q: 32 clusters Score -2.306161e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11971 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 269 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10938 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177575 members 
Mstep: Class 23 contains 122706 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14277 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061596.000000 Penalty: 18224.343750
Iteration 419Q: 32 clusters Score -2.30616e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11970 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 268 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10915 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177589 members 
Mstep: Class 23 contains 122706 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14291 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061616.000000 Penalty: 18224.343750
Iteration 420F: 32 clusters Score -2.306162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11969 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10898 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177610 members 
Mstep: Class 23 contains 122697 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14303 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061624.000000 Penalty: 18224.343750
Iteration 421Q: 32 clusters Score -2.306162e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1278 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11971 members 
Mstep: Class 10 contains 32016 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10876 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177626 members 
Mstep: Class 23 contains 122693 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1033 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14314 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061644.000000 Penalty: 18224.343750
Iteration 422Q: 32 clusters Score -2.306164e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11973 members 
Mstep: Class 10 contains 32012 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10859 members 
Mstep: Class 17 contains 2444 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177640 members 
Mstep: Class 23 contains 122683 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14337 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061628.000000 Penalty: 18224.343750
Iteration 423Q: 32 clusters Score -2.306163e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11969 members 
Mstep: Class 10 contains 32008 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 4221 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10840 members 
Mstep: Class 17 contains 2454 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177652 members 
Mstep: Class 23 contains 122680 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14351 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061662.000000 Penalty: 18224.343750
Iteration 424Q: 32 clusters Score -2.306166e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1264 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11969 members 
Mstep: Class 10 contains 32011 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10818 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177659 members 
Mstep: Class 23 contains 122681 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14363 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061656.000000 Penalty: 18224.343750
Iteration 425Q: 32 clusters Score -2.306166e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 11970 members 
Mstep: Class 10 contains 32010 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10795 members 
Mstep: Class 17 contains 2471 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177668 members 
Mstep: Class 23 contains 122670 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14385 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061662.000000 Penalty: 18224.343750
Iteration 426Q: 32 clusters Score -2.306166e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 11972 members 
Mstep: Class 10 contains 32008 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 265 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10780 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177677 members 
Mstep: Class 23 contains 122651 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14412 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061680.000000 Penalty: 18224.343750
Iteration 427Q: 32 clusters Score -2.306168e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 32009 members 
Mstep: Class 11 contains 4024 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10753 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177683 members 
Mstep: Class 23 contains 122620 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 1062 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061750.000000 Penalty: 18224.343750
Iteration 428Q: 32 clusters Score -2.306175e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1232 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 32010 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10720 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177708 members 
Mstep: Class 23 contains 122576 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14500 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061718.000000 Penalty: 18224.343750
Iteration 429Q: 32 clusters Score -2.306172e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 32013 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 4216 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10684 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177751 members 
Mstep: Class 23 contains 122529 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14542 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061728.000000 Penalty: 18224.343750
Iteration 430Q: 32 clusters Score -2.306173e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 32011 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10648 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177794 members 
Mstep: Class 23 contains 122473 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14588 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061802.000000 Penalty: 18224.343750
Iteration 431Q: 32 clusters Score -2.30618e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 11971 members 
Mstep: Class 10 contains 32007 members 
Mstep: Class 11 contains 4032 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 4398 members 
Mstep: Class 14 contains 4211 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177824 members 
Mstep: Class 23 contains 122411 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14652 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061800.000000 Penalty: 18224.343750
Iteration 432Q: 32 clusters Score -2.30618e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11967 members 
Mstep: Class 10 contains 32004 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4396 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10603 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177863 members 
Mstep: Class 23 contains 122349 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14705 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061862.000000 Penalty: 18224.343750
Iteration 433Q: 32 clusters Score -2.306186e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 10 contains 32002 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10578 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177892 members 
Mstep: Class 23 contains 122290 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14768 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061858.000000 Penalty: 18224.343750
Iteration 434Q: 32 clusters Score -2.306186e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11958 members 
Mstep: Class 10 contains 32005 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10555 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177909 members 
Mstep: Class 23 contains 122233 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14827 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061914.000000 Penalty: 18224.343750
Iteration 435Q: 32 clusters Score -2.306191e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11957 members 
Mstep: Class 10 contains 32008 members 
Mstep: Class 11 contains 4032 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177920 members 
Mstep: Class 23 contains 122171 members 
Mstep: Class 24 contains 1397 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14894 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061862.000000 Penalty: 18224.343750
Iteration 436Q: 32 clusters Score -2.306186e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11957 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 4032 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10527 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177918 members 
Mstep: Class 23 contains 122117 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1043 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 14956 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061904.000000 Penalty: 18224.343750
Iteration 437Q: 32 clusters Score -2.30619e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11957 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 4033 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10514 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177912 members 
Mstep: Class 23 contains 122071 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15016 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061934.000000 Penalty: 18224.343750
Iteration 438Q: 32 clusters Score -2.306193e+07 nChanged 202
Entering ConstructFrom: 
Score: -23061934.000000 Penalty: 18224.343750
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7525.874512 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7525.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7294.992188 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7294.992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7425.590332 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7425.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7466.088867 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7466.089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7497.863770 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -7497.864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7522.271484 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7522.271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7527.650391 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7527.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7533.120117 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -7533.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7534.371094 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -7534.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7535.115723 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -7535.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7535.115723 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -7535.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177928 members 
Mstep: Class 23 contains 122014 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1046 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15067 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 104 members 
Entering Unmasked Estep 
Score: -23061642.000000 Penalty: 18812.224609
Splitting cluster 1 changes total score from -23061934.000000 to -23061642.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -62218.996094 Penalty: 322.179474
	Iteration 0F: 2 clusters Score -62219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61293.218750 Penalty: 644.358948
	Iteration 0F: 3 clusters Score -61293.22 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -61590.796875 Penalty: 644.358948
	Iteration 1F: 3 clusters Score -61590.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -61669.839844 Penalty: 644.358948
	Iteration 2F: 3 clusters Score -61669.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -61726.535156 Penalty: 644.358948
	Iteration 3F: 3 clusters Score -61726.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -61765.917969 Penalty: 644.358948
	Iteration 4Q: 3 clusters Score -61765.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -61798.832031 Penalty: 644.358948
	Iteration 5Q: 3 clusters Score -61798.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -61833.777344 Penalty: 644.358948
	Iteration 6Q: 3 clusters Score -61833.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -61863.312500 Penalty: 644.358948
	Iteration 7Q: 3 clusters Score -61863.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -61895.062500 Penalty: 644.358948
	Iteration 8Q: 3 clusters Score -61895.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -61919.707031 Penalty: 644.358948
	Iteration 9Q: 3 clusters Score -61919.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -61931.871094 Penalty: 644.358948
	Iteration 10Q: 3 clusters Score -61931.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -61947.421875 Penalty: 644.358948
	Iteration 11Q: 3 clusters Score -61947.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -61958.703125 Penalty: 644.358948
	Iteration 12Q: 3 clusters Score -61958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -61961.273438 Penalty: 644.358948
	Iteration 13Q: 3 clusters Score -61961.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -61961.957031 Penalty: 644.358948
	Iteration 14Q: 3 clusters Score -61961.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -61962.570312 Penalty: 644.358948
	Iteration 15Q: 3 clusters Score -61962.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -61962.828125 Penalty: 644.358948
	Iteration 16Q: 3 clusters Score -61962.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -61962.828125 Penalty: 644.358948
	Iteration 17F: 3 clusters Score -61962.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -92946.656250 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92946.66 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -93380.148438 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93380.15 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -93465.523438 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93465.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -93539.148438 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -93539.15 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -93623.898438 Penalty: 676.194336
	Iteration 4F: 3 clusters Score -93623.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93699.109375 Penalty: 676.194336
	Iteration 5F: 3 clusters Score -93699.11 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -93761.445312 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93761.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93812.554688 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93812.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -93846.781250 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -93846.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -93873.648438 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93873.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -93892.640625 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93892.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93902.976562 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93902.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -93906.726562 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93906.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93910.601562 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -93917.203125 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93917.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -93930.453125 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93930.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93940.179688 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93940.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -93946.781250 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93946.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -93951.523438 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93951.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93957.546875 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93957.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93960.445312 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93960.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93961.617188 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93961.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93962.773438 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -93962.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93963.187500 Penalty: 676.194336
	Iteration 23Q: 3 clusters Score -93963.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93963.859375 Penalty: 676.194336
	Iteration 24Q: 3 clusters Score -93963.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93964.875000 Penalty: 676.194336
	Iteration 25Q: 3 clusters Score -93964.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93965.984375 Penalty: 676.194336
	Iteration 26Q: 3 clusters Score -93965.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93966.406250 Penalty: 676.194336
	Iteration 27Q: 3 clusters Score -93966.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93967.132812 Penalty: 676.194336
	Iteration 28Q: 3 clusters Score -93967.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93968.265625 Penalty: 676.194336
	Iteration 29Q: 3 clusters Score -93968.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93968.390625 Penalty: 676.194336
	Iteration 30Q: 3 clusters Score -93968.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93968.429688 Penalty: 676.194336
	Iteration 31Q: 3 clusters Score -93968.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93968.429688 Penalty: 676.194336
	Iteration 32F: 3 clusters Score -93968.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6478.760742 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6478.761 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 73 members 
Entering Unmasked Estep 
Score: -6257.436523 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6257.437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6304.213379 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6304.213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6315.309082 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6315.309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6322.799805 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6325.441895 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6325.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6325.937500 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6325.938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6327.045410 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6327.045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6328.157715 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -6328.158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6328.157715 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -6328.158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -20893.236328 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -20893.24 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 176 members 
Entering Unmasked Estep 
Score: -20501.630859 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20501.63 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20605.457031 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20605.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20630.060547 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20630.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20642.013672 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -20642.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20645.769531 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20645.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20646.685547 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20646.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20647.029297 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20647.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20647.029297 Penalty: 532.550415
	Iteration 7F: 3 clusters Score -20647.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11427.169922 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11427.17 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 105 members 
Entering Unmasked Estep 
Score: -11114.441406 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11114.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11161.748047 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11161.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11176.697266 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11180.647461 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -11180.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11182.969727 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -11182.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11187.456055 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -11187.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11190.402344 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -11190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11193.193359 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -11193.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11194.853516 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -11194.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11195.464844 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -11195.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11195.464844 Penalty: 488.728058
	Iteration 10F: 3 clusters Score -11195.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -69818.031250 Penalty: 323.051239
	Iteration 0F: 2 clusters Score -69818.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -68889.359375 Penalty: 646.102478
	Iteration 0F: 3 clusters Score -68889.36 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69226.500000 Penalty: 646.102478
	Iteration 1F: 3 clusters Score -69226.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69330.367188 Penalty: 646.102478
	Iteration 2F: 3 clusters Score -69330.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69383.570312 Penalty: 646.102478
	Iteration 3F: 3 clusters Score -69383.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69409.570312 Penalty: 646.102478
	Iteration 4Q: 3 clusters Score -69409.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69430.390625 Penalty: 646.102478
	Iteration 5Q: 3 clusters Score -69430.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69450.117188 Penalty: 646.102478
	Iteration 6Q: 3 clusters Score -69450.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69461.296875 Penalty: 646.102478
	Iteration 7Q: 3 clusters Score -69461.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69473.507812 Penalty: 646.102478
	Iteration 8Q: 3 clusters Score -69473.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69480.078125 Penalty: 646.102478
	Iteration 9Q: 3 clusters Score -69480.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69487.093750 Penalty: 646.102478
	Iteration 10Q: 3 clusters Score -69487.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69496.578125 Penalty: 646.102478
	Iteration 11Q: 3 clusters Score -69496.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69501.000000 Penalty: 646.102478
	Iteration 12Q: 3 clusters Score -69501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69507.453125 Penalty: 646.102478
	Iteration 13Q: 3 clusters Score -69507.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69513.007812 Penalty: 646.102478
	Iteration 14Q: 3 clusters Score -69513.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69516.578125 Penalty: 646.102478
	Iteration 15Q: 3 clusters Score -69516.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69518.992188 Penalty: 646.102478
	Iteration 16Q: 3 clusters Score -69518.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69522.640625 Penalty: 646.102478
	Iteration 17Q: 3 clusters Score -69522.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69526.453125 Penalty: 646.102478
	Iteration 18Q: 3 clusters Score -69526.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69528.968750 Penalty: 646.102478
	Iteration 19Q: 3 clusters Score -69528.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69531.625000 Penalty: 646.102478
	Iteration 20F: 3 clusters Score -69531.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69536.101562 Penalty: 646.102478
	Iteration 21Q: 3 clusters Score -69536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69538.507812 Penalty: 646.102478
	Iteration 22Q: 3 clusters Score -69538.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69539.859375 Penalty: 646.102478
	Iteration 23Q: 3 clusters Score -69539.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69541.289062 Penalty: 646.102478
	Iteration 24Q: 3 clusters Score -69541.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69543.304688 Penalty: 646.102478
	Iteration 25Q: 3 clusters Score -69543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69544.492188 Penalty: 646.102478
	Iteration 26Q: 3 clusters Score -69544.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69544.843750 Penalty: 646.102478
	Iteration 27Q: 3 clusters Score -69544.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69545.148438 Penalty: 646.102478
	Iteration 28Q: 3 clusters Score -69545.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69545.148438 Penalty: 646.102478
	Iteration 29F: 3 clusters Score -69545.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -386967.156250 Penalty: 403.126892
	Iteration 0F: 2 clusters Score -386967.2 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 3551 members 
Entering Unmasked Estep 
Score: -382245.593750 Penalty: 806.253784
	Iteration 0F: 3 clusters Score -382245.6 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -384035.562500 Penalty: 806.253784
	Iteration 1F: 3 clusters Score -384035.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -384146.593750 Penalty: 806.253784
	Iteration 2Q: 3 clusters Score -384146.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -384267.843750 Penalty: 806.253784
	Iteration 3Q: 3 clusters Score -384267.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -384422.843750 Penalty: 806.253784
	Iteration 4Q: 3 clusters Score -384422.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -384610.656250 Penalty: 806.253784
	Iteration 5Q: 3 clusters Score -384610.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -384838.718750 Penalty: 806.253784
	Iteration 6F: 3 clusters Score -384838.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -385051.468750 Penalty: 806.253784
	Iteration 7Q: 3 clusters Score -385051.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -385254.437500 Penalty: 806.253784
	Iteration 8Q: 3 clusters Score -385254.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -385424.156250 Penalty: 806.253784
	Iteration 9Q: 3 clusters Score -385424.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -385545.937500 Penalty: 806.253784
	Iteration 10Q: 3 clusters Score -385545.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -385627.156250 Penalty: 806.253784
	Iteration 11Q: 3 clusters Score -385627.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -385691.718750 Penalty: 806.253784
	Iteration 12Q: 3 clusters Score -385691.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -385757.437500 Penalty: 806.253784
	Iteration 13Q: 3 clusters Score -385757.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -385822.218750 Penalty: 806.253784
	Iteration 14Q: 3 clusters Score -385822.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -385876.218750 Penalty: 806.253784
	Iteration 15Q: 3 clusters Score -385876.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -385938.250000 Penalty: 806.253784
	Iteration 16Q: 3 clusters Score -385938.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -386009.718750 Penalty: 806.253784
	Iteration 17Q: 3 clusters Score -386009.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -386078.062500 Penalty: 806.253784
	Iteration 18Q: 3 clusters Score -386078.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -386145.468750 Penalty: 806.253784
	Iteration 19Q: 3 clusters Score -386145.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -386206.593750 Penalty: 806.253784
	Iteration 20F: 3 clusters Score -386206.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -386261.562500 Penalty: 806.253784
	Iteration 21Q: 3 clusters Score -386261.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -386319.625000 Penalty: 806.253784
	Iteration 22Q: 3 clusters Score -386319.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -386378.968750 Penalty: 806.253784
	Iteration 23Q: 3 clusters Score -386379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -386435.843750 Penalty: 806.253784
	Iteration 24Q: 3 clusters Score -386435.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -386489.812500 Penalty: 806.253784
	Iteration 25Q: 3 clusters Score -386489.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -386530.062500 Penalty: 806.253784
	Iteration 26Q: 3 clusters Score -386530.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -386562.250000 Penalty: 806.253784
	Iteration 27Q: 3 clusters Score -386562.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -386578.437500 Penalty: 806.253784
	Iteration 28Q: 3 clusters Score -386578.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -386586.406250 Penalty: 806.253784
	Iteration 29Q: 3 clusters Score -386586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -386593.500000 Penalty: 806.253784
	Iteration 30Q: 3 clusters Score -386593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -386601.625000 Penalty: 806.253784
	Iteration 31Q: 3 clusters Score -386601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -386607.031250 Penalty: 806.253784
	Iteration 32Q: 3 clusters Score -386607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -386613.312500 Penalty: 806.253784
	Iteration 33Q: 3 clusters Score -386613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -386618.406250 Penalty: 806.253784
	Iteration 34Q: 3 clusters Score -386618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -386618.968750 Penalty: 806.253784
	Iteration 35Q: 3 clusters Score -386619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -386618.968750 Penalty: 806.253784
	Iteration 36F: 3 clusters Score -386619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Entering Unmasked Estep 
Score: -692814.437500 Penalty: 427.183746
	Iteration 0F: 2 clusters Score -692814.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -684862.312500 Penalty: 854.367493
	Iteration 0F: 3 clusters Score -684862.3 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -688167.937500 Penalty: 854.367493
	Iteration 1F: 3 clusters Score -688167.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -688583.375000 Penalty: 854.367493
	Iteration 2F: 3 clusters Score -688583.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -689123.750000 Penalty: 854.367493
	Iteration 3F: 3 clusters Score -689123.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -689757.750000 Penalty: 854.367493
	Iteration 4F: 3 clusters Score -689757.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -690431.562500 Penalty: 854.367493
	Iteration 5F: 3 clusters Score -690431.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -690962.125000 Penalty: 854.367493
	Iteration 6F: 3 clusters Score -690962.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -691372.875000 Penalty: 854.367493
	Iteration 7Q: 3 clusters Score -691372.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -691673.875000 Penalty: 854.367493
	Iteration 8Q: 3 clusters Score -691673.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -691945.687500 Penalty: 854.367493
	Iteration 9Q: 3 clusters Score -691945.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -692088.437500 Penalty: 854.367493
	Iteration 10Q: 3 clusters Score -692088.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -692176.062500 Penalty: 854.367493
	Iteration 11Q: 3 clusters Score -692176.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -692247.812500 Penalty: 854.367493
	Iteration 12Q: 3 clusters Score -692247.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -692303.187500 Penalty: 854.367493
	Iteration 13Q: 3 clusters Score -692303.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -692336.312500 Penalty: 854.367493
	Iteration 14Q: 3 clusters Score -692336.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -692364.500000 Penalty: 854.367493
	Iteration 15Q: 3 clusters Score -692364.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -692391.375000 Penalty: 854.367493
	Iteration 16Q: 3 clusters Score -692391.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -692413.750000 Penalty: 854.367493
	Iteration 17Q: 3 clusters Score -692413.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -692430.312500 Penalty: 854.367493
	Iteration 18Q: 3 clusters Score -692430.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -692443.750000 Penalty: 854.367493
	Iteration 19Q: 3 clusters Score -692443.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -692454.562500 Penalty: 854.367493
	Iteration 20F: 3 clusters Score -692454.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -692466.000000 Penalty: 854.367493
	Iteration 21Q: 3 clusters Score -692466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -692479.000000 Penalty: 854.367493
	Iteration 22Q: 3 clusters Score -692479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -692487.187500 Penalty: 854.367493
	Iteration 23Q: 3 clusters Score -692487.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -692497.000000 Penalty: 854.367493
	Iteration 24Q: 3 clusters Score -692497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -692503.687500 Penalty: 854.367493
	Iteration 25Q: 3 clusters Score -692503.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -692508.937500 Penalty: 854.367493
	Iteration 26Q: 3 clusters Score -692508.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -692515.812500 Penalty: 854.367493
	Iteration 27Q: 3 clusters Score -692515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -692517.125000 Penalty: 854.367493
	Iteration 28Q: 3 clusters Score -692517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -692516.562500 Penalty: 854.367493
	Iteration 29Q: 3 clusters Score -692516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -692515.312500 Penalty: 854.367493
	Iteration 30Q: 3 clusters Score -692515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -692515.500000 Penalty: 854.367493
	Iteration 31Q: 3 clusters Score -692515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -692515.500000 Penalty: 854.367493
	Iteration 32F: 3 clusters Score -692515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Entering Unmasked Estep 
Score: -1797647.875000 Penalty: 472.019470
	Iteration 0F: 2 clusters Score -1797648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1776291.375000 Penalty: 944.038940
	Iteration 0F: 3 clusters Score -1776291 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1786302.000000 Penalty: 944.038940
	Iteration 1F: 3 clusters Score -1786302 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1787119.875000 Penalty: 944.038940
	Iteration 2F: 3 clusters Score -1787120 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1788218.000000 Penalty: 944.038940
	Iteration 3F: 3 clusters Score -1788218 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1789788.000000 Penalty: 944.038940
	Iteration 4F: 3 clusters Score -1789788 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1791887.375000 Penalty: 944.038940
	Iteration 5F: 3 clusters Score -1791887 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1794130.875000 Penalty: 944.038940
	Iteration 6F: 3 clusters Score -1794131 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1795914.625000 Penalty: 944.038940
	Iteration 7F: 3 clusters Score -1795915 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1796755.750000 Penalty: 944.038940
	Iteration 8Q: 3 clusters Score -1796756 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1797080.375000 Penalty: 944.038940
	Iteration 9Q: 3 clusters Score -1797080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1797187.500000 Penalty: 944.038940
	Iteration 10Q: 3 clusters Score -1797188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1797220.500000 Penalty: 944.038940
	Iteration 11Q: 3 clusters Score -1797220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1797245.625000 Penalty: 944.038940
	Iteration 12Q: 3 clusters Score -1797246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1797254.375000 Penalty: 944.038940
	Iteration 13Q: 3 clusters Score -1797254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1797260.125000 Penalty: 944.038940
	Iteration 14Q: 3 clusters Score -1797260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1797260.750000 Penalty: 944.038940
	Iteration 15Q: 3 clusters Score -1797261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1797260.750000 Penalty: 944.038940
	Iteration 16F: 3 clusters Score -1797261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -246621.656250 Penalty: 377.786926
	Iteration 0F: 2 clusters Score -246621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -243894.625000 Penalty: 755.573853
	Iteration 0F: 3 clusters Score -243894.6 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -244882.515625 Penalty: 755.573853
	Iteration 1F: 3 clusters Score -244882.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -244989.000000 Penalty: 755.573853
	Iteration 2F: 3 clusters Score -244989 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -245112.140625 Penalty: 755.573853
	Iteration 3F: 3 clusters Score -245112.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -245227.359375 Penalty: 755.573853
	Iteration 4F: 3 clusters Score -245227.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -245350.140625 Penalty: 755.573853
	Iteration 5Q: 3 clusters Score -245350.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -245475.515625 Penalty: 755.573853
	Iteration 6Q: 3 clusters Score -245475.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -245599.750000 Penalty: 755.573853
	Iteration 7Q: 3 clusters Score -245599.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -245686.484375 Penalty: 755.573853
	Iteration 8Q: 3 clusters Score -245686.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -245736.359375 Penalty: 755.573853
	Iteration 9Q: 3 clusters Score -245736.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -245765.718750 Penalty: 755.573853
	Iteration 10Q: 3 clusters Score -245765.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -245790.781250 Penalty: 755.573853
	Iteration 11Q: 3 clusters Score -245790.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -245812.734375 Penalty: 755.573853
	Iteration 12Q: 3 clusters Score -245812.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -245836.375000 Penalty: 755.573853
	Iteration 13Q: 3 clusters Score -245836.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -245862.750000 Penalty: 755.573853
	Iteration 14Q: 3 clusters Score -245862.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -245881.390625 Penalty: 755.573853
	Iteration 15Q: 3 clusters Score -245881.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -245897.250000 Penalty: 755.573853
	Iteration 16Q: 3 clusters Score -245897.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -245914.953125 Penalty: 755.573853
	Iteration 17Q: 3 clusters Score -245915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -245932.250000 Penalty: 755.573853
	Iteration 18Q: 3 clusters Score -245932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -245948.109375 Penalty: 755.573853
	Iteration 19Q: 3 clusters Score -245948.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -245966.765625 Penalty: 755.573853
	Iteration 20F: 3 clusters Score -245966.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -245982.562500 Penalty: 755.573853
	Iteration 21Q: 3 clusters Score -245982.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -245992.312500 Penalty: 755.573853
	Iteration 22Q: 3 clusters Score -245992.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -246000.640625 Penalty: 755.573853
	Iteration 23Q: 3 clusters Score -246000.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -246008.109375 Penalty: 755.573853
	Iteration 24Q: 3 clusters Score -246008.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -246014.890625 Penalty: 755.573853
	Iteration 25Q: 3 clusters Score -246014.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -246021.328125 Penalty: 755.573853
	Iteration 26Q: 3 clusters Score -246021.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -246028.375000 Penalty: 755.573853
	Iteration 27Q: 3 clusters Score -246028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -246035.843750 Penalty: 755.573853
	Iteration 28Q: 3 clusters Score -246035.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -246041.312500 Penalty: 755.573853
	Iteration 29Q: 3 clusters Score -246041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -246044.687500 Penalty: 755.573853
	Iteration 30Q: 3 clusters Score -246044.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -246047.484375 Penalty: 755.573853
	Iteration 31Q: 3 clusters Score -246047.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -246049.484375 Penalty: 755.573853
	Iteration 32Q: 3 clusters Score -246049.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -246052.187500 Penalty: 755.573853
	Iteration 33Q: 3 clusters Score -246052.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -246054.515625 Penalty: 755.573853
	Iteration 34Q: 3 clusters Score -246054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -246057.125000 Penalty: 755.573853
	Iteration 35Q: 3 clusters Score -246057.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -246059.093750 Penalty: 755.573853
	Iteration 36Q: 3 clusters Score -246059.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -246059.718750 Penalty: 755.573853
	Iteration 37Q: 3 clusters Score -246059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -246061.093750 Penalty: 755.573853
	Iteration 38Q: 3 clusters Score -246061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -246062.062500 Penalty: 755.573853
	Iteration 39Q: 3 clusters Score -246062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -246062.703125 Penalty: 755.573853
	Iteration 40F: 3 clusters Score -246062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -246062.921875 Penalty: 755.573853
	Iteration 41Q: 3 clusters Score -246062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -246063.937500 Penalty: 755.573853
	Iteration 42Q: 3 clusters Score -246063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -246063.750000 Penalty: 755.573853
	Iteration 43Q: 3 clusters Score -246063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -246065.031250 Penalty: 755.573853
	Iteration 44Q: 3 clusters Score -246065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -246065.218750 Penalty: 755.573853
	Iteration 45Q: 3 clusters Score -246065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -246065.453125 Penalty: 755.573853
	Iteration 46Q: 3 clusters Score -246065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -246065.984375 Penalty: 755.573853
	Iteration 47Q: 3 clusters Score -246066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -246066.140625 Penalty: 755.573853
	Iteration 48Q: 3 clusters Score -246066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -246066.203125 Penalty: 755.573853
	Iteration 49Q: 3 clusters Score -246066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -246066.750000 Penalty: 755.573853
	Iteration 50Q: 3 clusters Score -246066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -246066.484375 Penalty: 755.573853
	Iteration 51Q: 3 clusters Score -246066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -246066.765625 Penalty: 755.573853
	Iteration 52Q: 3 clusters Score -246066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -246066.750000 Penalty: 755.573853
	Iteration 53Q: 3 clusters Score -246066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -246067.359375 Penalty: 755.573853
	Iteration 54Q: 3 clusters Score -246067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -246067.390625 Penalty: 755.573853
	Iteration 55Q: 3 clusters Score -246067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -246067.828125 Penalty: 755.573853
	Iteration 56Q: 3 clusters Score -246067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -246067.937500 Penalty: 755.573853
	Iteration 57Q: 3 clusters Score -246067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -246068.203125 Penalty: 755.573853
	Iteration 58Q: 3 clusters Score -246068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -246068.562500 Penalty: 755.573853
	Iteration 59Q: 3 clusters Score -246068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -246068.937500 Penalty: 755.573853
	Iteration 60F: 3 clusters Score -246068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -246069.453125 Penalty: 755.573853
	Iteration 61Q: 3 clusters Score -246069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -246069.468750 Penalty: 755.573853
	Iteration 62Q: 3 clusters Score -246069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -246070.000000 Penalty: 755.573853
	Iteration 63Q: 3 clusters Score -246070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -246070.875000 Penalty: 755.573853
	Iteration 64Q: 3 clusters Score -246070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -246070.875000 Penalty: 755.573853
	Iteration 65Q: 3 clusters Score -246070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -246071.671875 Penalty: 755.573853
	Iteration 66Q: 3 clusters Score -246071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -246072.156250 Penalty: 755.573853
	Iteration 67Q: 3 clusters Score -246072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -246072.203125 Penalty: 755.573853
	Iteration 68Q: 3 clusters Score -246072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -246072.203125 Penalty: 755.573853
	Iteration 69F: 3 clusters Score -246072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -11440.733398 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -11440.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11129.895508 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -11129.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11239.000977 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -11239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11259.774414 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -11259.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11265.617188 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -11265.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11271.965820 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -11271.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11272.957031 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -11272.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11273.898438 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -11273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11274.255859 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -11274.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11274.516602 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -11274.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11274.516602 Penalty: 500.985168
	Iteration 9F: 3 clusters Score -11274.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -250916.656250 Penalty: 381.612366
	Iteration 0F: 2 clusters Score -250916.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -248011.421875 Penalty: 763.224731
	Iteration 0F: 3 clusters Score -248011.4 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -249153.062500 Penalty: 763.224731
	Iteration 1F: 3 clusters Score -249153.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -249334.796875 Penalty: 763.224731
	Iteration 2F: 3 clusters Score -249334.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -249501.640625 Penalty: 763.224731
	Iteration 3F: 3 clusters Score -249501.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -249676.421875 Penalty: 763.224731
	Iteration 4F: 3 clusters Score -249676.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -249856.203125 Penalty: 763.224731
	Iteration 5Q: 3 clusters Score -249856.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250044.156250 Penalty: 763.224731
	Iteration 6Q: 3 clusters Score -250044.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -250164.078125 Penalty: 763.224731
	Iteration 7Q: 3 clusters Score -250164.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -250253.328125 Penalty: 763.224731
	Iteration 8Q: 3 clusters Score -250253.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -250308.875000 Penalty: 763.224731
	Iteration 9Q: 3 clusters Score -250308.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -250340.343750 Penalty: 763.224731
	Iteration 10Q: 3 clusters Score -250340.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -250363.625000 Penalty: 763.224731
	Iteration 11Q: 3 clusters Score -250363.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -250381.359375 Penalty: 763.224731
	Iteration 12Q: 3 clusters Score -250381.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -250399.109375 Penalty: 763.224731
	Iteration 13Q: 3 clusters Score -250399.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -250426.281250 Penalty: 763.224731
	Iteration 14Q: 3 clusters Score -250426.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -250444.562500 Penalty: 763.224731
	Iteration 15Q: 3 clusters Score -250444.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -250461.515625 Penalty: 763.224731
	Iteration 16Q: 3 clusters Score -250461.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -250482.703125 Penalty: 763.224731
	Iteration 17Q: 3 clusters Score -250482.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -250500.609375 Penalty: 763.224731
	Iteration 18Q: 3 clusters Score -250500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -250529.750000 Penalty: 763.224731
	Iteration 19Q: 3 clusters Score -250529.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -250541.140625 Penalty: 763.224731
	Iteration 20F: 3 clusters Score -250541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -250545.015625 Penalty: 763.224731
	Iteration 21Q: 3 clusters Score -250545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -250545.875000 Penalty: 763.224731
	Iteration 22Q: 3 clusters Score -250545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -250546.500000 Penalty: 763.224731
	Iteration 23Q: 3 clusters Score -250546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -250547.203125 Penalty: 763.224731
	Iteration 24Q: 3 clusters Score -250547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -250547.640625 Penalty: 763.224731
	Iteration 25Q: 3 clusters Score -250547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -250547.640625 Penalty: 763.224731
	Iteration 26F: 3 clusters Score -250547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -238928.765625 Penalty: 379.890778
	Iteration 0F: 2 clusters Score -238928.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -236068.687500 Penalty: 759.781555
	Iteration 0F: 3 clusters Score -236068.7 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -237165.234375 Penalty: 759.781555
	Iteration 1F: 3 clusters Score -237165.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -237311.562500 Penalty: 759.781555
	Iteration 2F: 3 clusters Score -237311.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -237438.015625 Penalty: 759.781555
	Iteration 3F: 3 clusters Score -237438 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -237589.984375 Penalty: 759.781555
	Iteration 4F: 3 clusters Score -237590 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -237706.187500 Penalty: 759.781555
	Iteration 5F: 3 clusters Score -237706.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -237808.421875 Penalty: 759.781555
	Iteration 6Q: 3 clusters Score -237808.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -237915.484375 Penalty: 759.781555
	Iteration 7Q: 3 clusters Score -237915.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -238029.562500 Penalty: 759.781555
	Iteration 8Q: 3 clusters Score -238029.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -238112.421875 Penalty: 759.781555
	Iteration 9Q: 3 clusters Score -238112.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -238174.265625 Penalty: 759.781555
	Iteration 10Q: 3 clusters Score -238174.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -238243.687500 Penalty: 759.781555
	Iteration 11Q: 3 clusters Score -238243.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -238303.500000 Penalty: 759.781555
	Iteration 12Q: 3 clusters Score -238303.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -238372.312500 Penalty: 759.781555
	Iteration 13Q: 3 clusters Score -238372.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -238436.203125 Penalty: 759.781555
	Iteration 14Q: 3 clusters Score -238436.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -238483.953125 Penalty: 759.781555
	Iteration 15Q: 3 clusters Score -238484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -238517.015625 Penalty: 759.781555
	Iteration 16Q: 3 clusters Score -238517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -238536.234375 Penalty: 759.781555
	Iteration 17Q: 3 clusters Score -238536.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -238550.515625 Penalty: 759.781555
	Iteration 18Q: 3 clusters Score -238550.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -238563.500000 Penalty: 759.781555
	Iteration 19Q: 3 clusters Score -238563.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -238578.156250 Penalty: 759.781555
	Iteration 20F: 3 clusters Score -238578.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -238590.906250 Penalty: 759.781555
	Iteration 21Q: 3 clusters Score -238590.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -238605.359375 Penalty: 759.781555
	Iteration 22Q: 3 clusters Score -238605.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -238616.937500 Penalty: 759.781555
	Iteration 23Q: 3 clusters Score -238616.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -238626.640625 Penalty: 759.781555
	Iteration 24Q: 3 clusters Score -238626.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -238632.890625 Penalty: 759.781555
	Iteration 25Q: 3 clusters Score -238632.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -238636.453125 Penalty: 759.781555
	Iteration 26Q: 3 clusters Score -238636.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -238640.781250 Penalty: 759.781555
	Iteration 27Q: 3 clusters Score -238640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -238643.828125 Penalty: 759.781555
	Iteration 28Q: 3 clusters Score -238643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -238644.687500 Penalty: 759.781555
	Iteration 29Q: 3 clusters Score -238644.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -238646.406250 Penalty: 759.781555
	Iteration 30Q: 3 clusters Score -238646.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -238648.703125 Penalty: 759.781555
	Iteration 31Q: 3 clusters Score -238648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -238651.359375 Penalty: 759.781555
	Iteration 32Q: 3 clusters Score -238651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -238653.281250 Penalty: 759.781555
	Iteration 33Q: 3 clusters Score -238653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -238655.078125 Penalty: 759.781555
	Iteration 34Q: 3 clusters Score -238655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -238655.531250 Penalty: 759.781555
	Iteration 35Q: 3 clusters Score -238655.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -238657.562500 Penalty: 759.781555
	Iteration 36Q: 3 clusters Score -238657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -238662.250000 Penalty: 759.781555
	Iteration 37Q: 3 clusters Score -238662.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -238664.718750 Penalty: 759.781555
	Iteration 38Q: 3 clusters Score -238664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -238668.437500 Penalty: 759.781555
	Iteration 39Q: 3 clusters Score -238668.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -238672.703125 Penalty: 759.781555
	Iteration 40F: 3 clusters Score -238672.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -238675.187500 Penalty: 759.781555
	Iteration 41Q: 3 clusters Score -238675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -238678.859375 Penalty: 759.781555
	Iteration 42Q: 3 clusters Score -238678.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -238682.765625 Penalty: 759.781555
	Iteration 43Q: 3 clusters Score -238682.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -238685.171875 Penalty: 759.781555
	Iteration 44Q: 3 clusters Score -238685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -238687.156250 Penalty: 759.781555
	Iteration 45Q: 3 clusters Score -238687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -238688.609375 Penalty: 759.781555
	Iteration 46Q: 3 clusters Score -238688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -238689.500000 Penalty: 759.781555
	Iteration 47Q: 3 clusters Score -238689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -238689.562500 Penalty: 759.781555
	Iteration 48Q: 3 clusters Score -238689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -238690.562500 Penalty: 759.781555
	Iteration 49Q: 3 clusters Score -238690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -238691.171875 Penalty: 759.781555
	Iteration 50Q: 3 clusters Score -238691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -238691.218750 Penalty: 759.781555
	Iteration 51Q: 3 clusters Score -238691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -238691.328125 Penalty: 759.781555
	Iteration 52Q: 3 clusters Score -238691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -238691.453125 Penalty: 759.781555
	Iteration 53Q: 3 clusters Score -238691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -238691.453125 Penalty: 759.781555
	Iteration 54F: 3 clusters Score -238691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6970.758789 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6970.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6746.071777 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6746.072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6816.979980 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6816.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6858.757324 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6858.757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6876.626465 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6876.626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6884.961914 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6884.962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6890.526855 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6890.527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6894.089844 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6894.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6897.794434 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6897.794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6899.115723 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -6899.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6899.115723 Penalty: 449.037140
	Iteration 9F: 3 clusters Score -6899.116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Entering Unmasked Estep 
Score: -666693.500000 Penalty: 421.299103
	Iteration 0F: 2 clusters Score -666693.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -659771.500000 Penalty: 842.598206
	Iteration 0F: 3 clusters Score -659771.5 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -662566.937500 Penalty: 842.598206
	Iteration 1F: 3 clusters Score -662566.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -662820.875000 Penalty: 842.598206
	Iteration 2F: 3 clusters Score -662820.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -663144.875000 Penalty: 842.598206
	Iteration 3F: 3 clusters Score -663144.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -663536.937500 Penalty: 842.598206
	Iteration 4F: 3 clusters Score -663536.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -664005.937500 Penalty: 842.598206
	Iteration 5F: 3 clusters Score -664005.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -664468.187500 Penalty: 842.598206
	Iteration 6F: 3 clusters Score -664468.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -664788.312500 Penalty: 842.598206
	Iteration 7F: 3 clusters Score -664788.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -664930.875000 Penalty: 842.598206
	Iteration 8Q: 3 clusters Score -664930.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -664992.062500 Penalty: 842.598206
	Iteration 9Q: 3 clusters Score -664992.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -665028.750000 Penalty: 842.598206
	Iteration 10Q: 3 clusters Score -665028.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -665055.125000 Penalty: 842.598206
	Iteration 11Q: 3 clusters Score -665055.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -665076.062500 Penalty: 842.598206
	Iteration 12Q: 3 clusters Score -665076.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -665093.312500 Penalty: 842.598206
	Iteration 13Q: 3 clusters Score -665093.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -665112.375000 Penalty: 842.598206
	Iteration 14Q: 3 clusters Score -665112.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -665132.375000 Penalty: 842.598206
	Iteration 15Q: 3 clusters Score -665132.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -665155.312500 Penalty: 842.598206
	Iteration 16Q: 3 clusters Score -665155.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -665184.250000 Penalty: 842.598206
	Iteration 17Q: 3 clusters Score -665184.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -665213.000000 Penalty: 842.598206
	Iteration 18Q: 3 clusters Score -665213 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -665255.875000 Penalty: 842.598206
	Iteration 19Q: 3 clusters Score -665255.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -665292.812500 Penalty: 842.598206
	Iteration 20F: 3 clusters Score -665292.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -665338.125000 Penalty: 842.598206
	Iteration 21Q: 3 clusters Score -665338.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -665385.125000 Penalty: 842.598206
	Iteration 22Q: 3 clusters Score -665385.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -665435.250000 Penalty: 842.598206
	Iteration 23Q: 3 clusters Score -665435.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -665479.312500 Penalty: 842.598206
	Iteration 24Q: 3 clusters Score -665479.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -665514.937500 Penalty: 842.598206
	Iteration 25Q: 3 clusters Score -665514.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -665548.187500 Penalty: 842.598206
	Iteration 26Q: 3 clusters Score -665548.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -665581.187500 Penalty: 842.598206
	Iteration 27Q: 3 clusters Score -665581.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -665615.750000 Penalty: 842.598206
	Iteration 28Q: 3 clusters Score -665615.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -665650.625000 Penalty: 842.598206
	Iteration 29Q: 3 clusters Score -665650.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -665679.000000 Penalty: 842.598206
	Iteration 30Q: 3 clusters Score -665679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -665705.812500 Penalty: 842.598206
	Iteration 31Q: 3 clusters Score -665705.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -665729.812500 Penalty: 842.598206
	Iteration 32Q: 3 clusters Score -665729.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -665752.812500 Penalty: 842.598206
	Iteration 33Q: 3 clusters Score -665752.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -665772.312500 Penalty: 842.598206
	Iteration 34Q: 3 clusters Score -665772.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -665781.312500 Penalty: 842.598206
	Iteration 35Q: 3 clusters Score -665781.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -665791.500000 Penalty: 842.598206
	Iteration 36Q: 3 clusters Score -665791.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -665797.687500 Penalty: 842.598206
	Iteration 37Q: 3 clusters Score -665797.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -665807.062500 Penalty: 842.598206
	Iteration 38Q: 3 clusters Score -665807.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -665812.125000 Penalty: 842.598206
	Iteration 39Q: 3 clusters Score -665812.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -665818.937500 Penalty: 842.598206
	Iteration 40F: 3 clusters Score -665818.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -665827.875000 Penalty: 842.598206
	Iteration 41Q: 3 clusters Score -665827.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -665836.875000 Penalty: 842.598206
	Iteration 42Q: 3 clusters Score -665836.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -665845.250000 Penalty: 842.598206
	Iteration 43Q: 3 clusters Score -665845.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -665853.250000 Penalty: 842.598206
	Iteration 44Q: 3 clusters Score -665853.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -665863.625000 Penalty: 842.598206
	Iteration 45Q: 3 clusters Score -665863.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -665871.312500 Penalty: 842.598206
	Iteration 46Q: 3 clusters Score -665871.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -665879.875000 Penalty: 842.598206
	Iteration 47Q: 3 clusters Score -665879.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -665885.375000 Penalty: 842.598206
	Iteration 48Q: 3 clusters Score -665885.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -665890.312500 Penalty: 842.598206
	Iteration 49Q: 3 clusters Score -665890.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -665893.625000 Penalty: 842.598206
	Iteration 50Q: 3 clusters Score -665893.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -665900.875000 Penalty: 842.598206
	Iteration 51Q: 3 clusters Score -665900.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -665910.625000 Penalty: 842.598206
	Iteration 52Q: 3 clusters Score -665910.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -665917.750000 Penalty: 842.598206
	Iteration 53Q: 3 clusters Score -665917.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -665927.000000 Penalty: 842.598206
	Iteration 54Q: 3 clusters Score -665927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -665937.687500 Penalty: 842.598206
	Iteration 55Q: 3 clusters Score -665937.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -665948.250000 Penalty: 842.598206
	Iteration 56Q: 3 clusters Score -665948.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -665957.125000 Penalty: 842.598206
	Iteration 57Q: 3 clusters Score -665957.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -665967.000000 Penalty: 842.598206
	Iteration 58Q: 3 clusters Score -665967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -665979.562500 Penalty: 842.598206
	Iteration 59Q: 3 clusters Score -665979.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -665984.187500 Penalty: 842.598206
	Iteration 60F: 3 clusters Score -665984.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -665990.750000 Penalty: 842.598206
	Iteration 61Q: 3 clusters Score -665990.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -665993.562500 Penalty: 842.598206
	Iteration 62Q: 3 clusters Score -665993.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -666002.125000 Penalty: 842.598206
	Iteration 63Q: 3 clusters Score -666002.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -666004.750000 Penalty: 842.598206
	Iteration 64Q: 3 clusters Score -666004.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -666010.062500 Penalty: 842.598206
	Iteration 65Q: 3 clusters Score -666010.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -666013.875000 Penalty: 842.598206
	Iteration 66Q: 3 clusters Score -666013.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -666015.000000 Penalty: 842.598206
	Iteration 67Q: 3 clusters Score -666015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -666022.000000 Penalty: 842.598206
	Iteration 68Q: 3 clusters Score -666022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -666027.500000 Penalty: 842.598206
	Iteration 69Q: 3 clusters Score -666027.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -666034.937500 Penalty: 842.598206
	Iteration 70Q: 3 clusters Score -666034.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -666039.875000 Penalty: 842.598206
	Iteration 71Q: 3 clusters Score -666039.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -666045.562500 Penalty: 842.598206
	Iteration 72Q: 3 clusters Score -666045.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -666050.062500 Penalty: 842.598206
	Iteration 73Q: 3 clusters Score -666050.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -666054.937500 Penalty: 842.598206
	Iteration 74Q: 3 clusters Score -666054.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -666065.437500 Penalty: 842.598206
	Iteration 75Q: 3 clusters Score -666065.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -666079.562500 Penalty: 842.598206
	Iteration 76Q: 3 clusters Score -666079.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -666090.812500 Penalty: 842.598206
	Iteration 77Q: 3 clusters Score -666090.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -666104.500000 Penalty: 842.598206
	Iteration 78Q: 3 clusters Score -666104.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -666116.437500 Penalty: 842.598206
	Iteration 79Q: 3 clusters Score -666116.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -666126.000000 Penalty: 842.598206
	Iteration 80F: 3 clusters Score -666126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -666140.437500 Penalty: 842.598206
	Iteration 81Q: 3 clusters Score -666140.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -666153.500000 Penalty: 842.598206
	Iteration 82Q: 3 clusters Score -666153.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -666164.000000 Penalty: 842.598206
	Iteration 83Q: 3 clusters Score -666164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -666169.375000 Penalty: 842.598206
	Iteration 84Q: 3 clusters Score -666169.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -666177.125000 Penalty: 842.598206
	Iteration 85Q: 3 clusters Score -666177.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -666184.312500 Penalty: 842.598206
	Iteration 86Q: 3 clusters Score -666184.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -666192.375000 Penalty: 842.598206
	Iteration 87Q: 3 clusters Score -666192.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -666201.000000 Penalty: 842.598206
	Iteration 88Q: 3 clusters Score -666201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -666208.312500 Penalty: 842.598206
	Iteration 89Q: 3 clusters Score -666208.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -666212.312500 Penalty: 842.598206
	Iteration 90Q: 3 clusters Score -666212.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -666216.062500 Penalty: 842.598206
	Iteration 91Q: 3 clusters Score -666216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -666219.062500 Penalty: 842.598206
	Iteration 92Q: 3 clusters Score -666219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -666225.250000 Penalty: 842.598206
	Iteration 93Q: 3 clusters Score -666225.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -666228.187500 Penalty: 842.598206
	Iteration 94Q: 3 clusters Score -666228.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -666231.125000 Penalty: 842.598206
	Iteration 95Q: 3 clusters Score -666231.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -666235.000000 Penalty: 842.598206
	Iteration 96Q: 3 clusters Score -666235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -666237.125000 Penalty: 842.598206
	Iteration 97Q: 3 clusters Score -666237.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -666239.375000 Penalty: 842.598206
	Iteration 98Q: 3 clusters Score -666239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -666239.750000 Penalty: 842.598206
	Iteration 99Q: 3 clusters Score -666239.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -666239.875000 Penalty: 842.598206
	Iteration 100F: 3 clusters Score -666239.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -666243.062500 Penalty: 842.598206
	Iteration 101Q: 3 clusters Score -666243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -666242.937500 Penalty: 842.598206
	Iteration 102Q: 3 clusters Score -666242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -666242.500000 Penalty: 842.598206
	Iteration 103Q: 3 clusters Score -666242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -666243.937500 Penalty: 842.598206
	Iteration 104Q: 3 clusters Score -666243.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -666245.000000 Penalty: 842.598206
	Iteration 105Q: 3 clusters Score -666245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -666245.125000 Penalty: 842.598206
	Iteration 106Q: 3 clusters Score -666245.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -666246.812500 Penalty: 842.598206
	Iteration 107Q: 3 clusters Score -666246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -666249.812500 Penalty: 842.598206
	Iteration 108Q: 3 clusters Score -666249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -666252.375000 Penalty: 842.598206
	Iteration 109Q: 3 clusters Score -666252.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -666251.625000 Penalty: 842.598206
	Iteration 110Q: 3 clusters Score -666251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -666252.937500 Penalty: 842.598206
	Iteration 111Q: 3 clusters Score -666252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -666254.562500 Penalty: 842.598206
	Iteration 112Q: 3 clusters Score -666254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -666255.812500 Penalty: 842.598206
	Iteration 113Q: 3 clusters Score -666255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -666256.062500 Penalty: 842.598206
	Iteration 114Q: 3 clusters Score -666256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -666260.250000 Penalty: 842.598206
	Iteration 115Q: 3 clusters Score -666260.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -666265.312500 Penalty: 842.598206
	Iteration 116Q: 3 clusters Score -666265.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -666269.312500 Penalty: 842.598206
	Iteration 117Q: 3 clusters Score -666269.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -666275.750000 Penalty: 842.598206
	Iteration 118Q: 3 clusters Score -666275.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -666281.187500 Penalty: 842.598206
	Iteration 119Q: 3 clusters Score -666281.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -666287.687500 Penalty: 842.598206
	Iteration 120F: 3 clusters Score -666287.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -666291.437500 Penalty: 842.598206
	Iteration 121Q: 3 clusters Score -666291.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -666294.875000 Penalty: 842.598206
	Iteration 122Q: 3 clusters Score -666294.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -666299.875000 Penalty: 842.598206
	Iteration 123Q: 3 clusters Score -666299.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -666303.312500 Penalty: 842.598206
	Iteration 124Q: 3 clusters Score -666303.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -666305.500000 Penalty: 842.598206
	Iteration 125Q: 3 clusters Score -666305.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -666308.875000 Penalty: 842.598206
	Iteration 126Q: 3 clusters Score -666308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -666314.375000 Penalty: 842.598206
	Iteration 127Q: 3 clusters Score -666314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -666320.937500 Penalty: 842.598206
	Iteration 128Q: 3 clusters Score -666320.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -666323.812500 Penalty: 842.598206
	Iteration 129Q: 3 clusters Score -666323.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -666328.437500 Penalty: 842.598206
	Iteration 130Q: 3 clusters Score -666328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -666329.812500 Penalty: 842.598206
	Iteration 131Q: 3 clusters Score -666329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -666334.687500 Penalty: 842.598206
	Iteration 132Q: 3 clusters Score -666334.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -666337.437500 Penalty: 842.598206
	Iteration 133Q: 3 clusters Score -666337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -666339.187500 Penalty: 842.598206
	Iteration 134Q: 3 clusters Score -666339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -666341.000000 Penalty: 842.598206
	Iteration 135Q: 3 clusters Score -666341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -666344.062500 Penalty: 842.598206
	Iteration 136Q: 3 clusters Score -666344.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -666343.625000 Penalty: 842.598206
	Iteration 137Q: 3 clusters Score -666343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -666344.125000 Penalty: 842.598206
	Iteration 138Q: 3 clusters Score -666344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -666347.000000 Penalty: 842.598206
	Iteration 139Q: 3 clusters Score -666347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -666347.875000 Penalty: 842.598206
	Iteration 140F: 3 clusters Score -666347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -666348.375000 Penalty: 842.598206
	Iteration 141Q: 3 clusters Score -666348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -666349.125000 Penalty: 842.598206
	Iteration 142Q: 3 clusters Score -666349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -666350.062500 Penalty: 842.598206
	Iteration 143Q: 3 clusters Score -666350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -666353.812500 Penalty: 842.598206
	Iteration 144Q: 3 clusters Score -666353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -666354.062500 Penalty: 842.598206
	Iteration 145Q: 3 clusters Score -666354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -666355.375000 Penalty: 842.598206
	Iteration 146Q: 3 clusters Score -666355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -666355.062500 Penalty: 842.598206
	Iteration 147Q: 3 clusters Score -666355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -666354.562500 Penalty: 842.598206
	Iteration 148Q: 3 clusters Score -666354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -666355.812500 Penalty: 842.598206
	Iteration 149Q: 3 clusters Score -666355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -666356.937500 Penalty: 842.598206
	Iteration 150Q: 3 clusters Score -666356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -666359.437500 Penalty: 842.598206
	Iteration 151Q: 3 clusters Score -666359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -666360.312500 Penalty: 842.598206
	Iteration 152Q: 3 clusters Score -666360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -666361.687500 Penalty: 842.598206
	Iteration 153Q: 3 clusters Score -666361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -666361.562500 Penalty: 842.598206
	Iteration 154Q: 3 clusters Score -666361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -666362.375000 Penalty: 842.598206
	Iteration 155Q: 3 clusters Score -666362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -666362.375000 Penalty: 842.598206
	Iteration 156F: 3 clusters Score -666362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -135989.171875 Penalty: 356.770050
	Iteration 0F: 2 clusters Score -135989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -134225.812500 Penalty: 713.540100
	Iteration 0F: 3 clusters Score -134225.8 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -134823.453125 Penalty: 713.540100
	Iteration 1F: 3 clusters Score -134823.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -134886.718750 Penalty: 713.540100
	Iteration 2F: 3 clusters Score -134886.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -134960.062500 Penalty: 713.540100
	Iteration 3F: 3 clusters Score -134960.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -135036.015625 Penalty: 713.540100
	Iteration 4F: 3 clusters Score -135036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -135121.718750 Penalty: 713.540100
	Iteration 5Q: 3 clusters Score -135121.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -135228.921875 Penalty: 713.540100
	Iteration 6F: 3 clusters Score -135228.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -135328.062500 Penalty: 713.540100
	Iteration 7F: 3 clusters Score -135328.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -135421.312500 Penalty: 713.540100
	Iteration 8Q: 3 clusters Score -135421.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -135492.609375 Penalty: 713.540100
	Iteration 9Q: 3 clusters Score -135492.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -135537.546875 Penalty: 713.540100
	Iteration 10Q: 3 clusters Score -135537.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -135574.687500 Penalty: 713.540100
	Iteration 11Q: 3 clusters Score -135574.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -135603.125000 Penalty: 713.540100
	Iteration 12Q: 3 clusters Score -135603.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -135620.859375 Penalty: 713.540100
	Iteration 13Q: 3 clusters Score -135620.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -135632.250000 Penalty: 713.540100
	Iteration 14Q: 3 clusters Score -135632.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -135642.593750 Penalty: 713.540100
	Iteration 15Q: 3 clusters Score -135642.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -135648.656250 Penalty: 713.540100
	Iteration 16Q: 3 clusters Score -135648.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -135650.734375 Penalty: 713.540100
	Iteration 17Q: 3 clusters Score -135650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -135652.750000 Penalty: 713.540100
	Iteration 18Q: 3 clusters Score -135652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -135654.781250 Penalty: 713.540100
	Iteration 19Q: 3 clusters Score -135654.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -135657.000000 Penalty: 713.540100
	Iteration 20F: 3 clusters Score -135657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -135659.781250 Penalty: 713.540100
	Iteration 21Q: 3 clusters Score -135659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -135661.906250 Penalty: 713.540100
	Iteration 22Q: 3 clusters Score -135661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -135663.578125 Penalty: 713.540100
	Iteration 23Q: 3 clusters Score -135663.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -135664.734375 Penalty: 713.540100
	Iteration 24Q: 3 clusters Score -135664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -135665.281250 Penalty: 713.540100
	Iteration 25Q: 3 clusters Score -135665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -135665.703125 Penalty: 713.540100
	Iteration 26Q: 3 clusters Score -135665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -135665.968750 Penalty: 713.540100
	Iteration 27Q: 3 clusters Score -135666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -135666.000000 Penalty: 713.540100
	Iteration 28Q: 3 clusters Score -135666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -135666.312500 Penalty: 713.540100
	Iteration 29Q: 3 clusters Score -135666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -135666.359375 Penalty: 713.540100
	Iteration 30Q: 3 clusters Score -135666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -135666.171875 Penalty: 713.540100
	Iteration 31Q: 3 clusters Score -135666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -135666.171875 Penalty: 713.540100
	Iteration 32F: 3 clusters Score -135666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -54595.109375 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54595.11 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -54795.175781 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54795.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -54859.460938 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54859.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -54912.257812 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -54912.26 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54961.945312 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -54961.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54993.339844 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54993.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55008.703125 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -55008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55016.968750 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -55016.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55026.007812 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -55026.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55032.734375 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -55032.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55040.441406 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -55040.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55051.996094 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -55052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55065.644531 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -55065.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55074.628906 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -55074.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55081.417969 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -55081.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55089.062500 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -55089.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55094.621094 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -55094.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55099.316406 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -55099.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55102.308594 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -55102.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55106.566406 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -55106.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55108.703125 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55110.011719 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55110.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55111.925781 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -55111.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55113.527344 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -55113.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55113.589844 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -55113.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55113.839844 Penalty: 627.599182
	Iteration 25Q: 3 clusters Score -55113.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55114.390625 Penalty: 627.599182
	Iteration 26Q: 3 clusters Score -55114.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55115.250000 Penalty: 627.599182
	Iteration 27Q: 3 clusters Score -55115.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55115.496094 Penalty: 627.599182
	Iteration 28Q: 3 clusters Score -55115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55115.496094 Penalty: 627.599182
	Iteration 29F: 3 clusters Score -55115.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 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 683 members 
Entering Unmasked Estep 
Score: -76160.476562 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76160.48 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -76472.101562 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76472.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -76539.562500 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76539.56 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -76576.101562 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76576.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -76597.796875 Penalty: 657.054016
	Iteration 4Q: 3 clusters Score -76597.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -76617.507812 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76617.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -76629.140625 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76629.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -76634.546875 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76634.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -76637.187500 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76637.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -76640.773438 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76640.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -76642.062500 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76642.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -76643.273438 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76643.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76645.468750 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76645.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -76647.937500 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76647.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -76650.140625 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76650.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -76653.250000 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76653.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -76659.718750 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76659.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -76662.171875 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76662.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -76666.140625 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76666.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -76669.101562 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -76669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76671.171875 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -76671.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -76673.625000 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -76673.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -76677.296875 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -76677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -76683.484375 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -76683.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -76691.039062 Penalty: 657.054016
	Iteration 24Q: 3 clusters Score -76691.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -76697.468750 Penalty: 657.054016
	Iteration 25Q: 3 clusters Score -76697.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -76704.070312 Penalty: 657.054016
	Iteration 26Q: 3 clusters Score -76704.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -76712.882812 Penalty: 657.054016
	Iteration 27Q: 3 clusters Score -76712.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -76727.148438 Penalty: 657.054016
	Iteration 28Q: 3 clusters Score -76727.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -76742.289062 Penalty: 657.054016
	Iteration 29Q: 3 clusters Score -76742.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -76758.273438 Penalty: 657.054016
	Iteration 30Q: 3 clusters Score -76758.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -76776.210938 Penalty: 657.054016
	Iteration 31Q: 3 clusters Score -76776.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -76793.914062 Penalty: 657.054016
	Iteration 32Q: 3 clusters Score -76793.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -76817.445312 Penalty: 657.054016
	Iteration 33Q: 3 clusters Score -76817.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -76840.781250 Penalty: 657.054016
	Iteration 34Q: 3 clusters Score -76840.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -76866.718750 Penalty: 657.054016
	Iteration 35Q: 3 clusters Score -76866.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -76884.742188 Penalty: 657.054016
	Iteration 36Q: 3 clusters Score -76884.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -76897.679688 Penalty: 657.054016
	Iteration 37Q: 3 clusters Score -76897.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -76915.835938 Penalty: 657.054016
	Iteration 38Q: 3 clusters Score -76915.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -76924.398438 Penalty: 657.054016
	Iteration 39Q: 3 clusters Score -76924.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -76946.257812 Penalty: 657.054016
	Iteration 40F: 3 clusters Score -76946.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -76957.648438 Penalty: 657.054016
	Iteration 41Q: 3 clusters Score -76957.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -76962.046875 Penalty: 657.054016
	Iteration 42Q: 3 clusters Score -76962.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -76966.125000 Penalty: 657.054016
	Iteration 43Q: 3 clusters Score -76966.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -76967.437500 Penalty: 657.054016
	Iteration 44Q: 3 clusters Score -76967.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -76968.164062 Penalty: 657.054016
	Iteration 45Q: 3 clusters Score -76968.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -76969.484375 Penalty: 657.054016
	Iteration 46Q: 3 clusters Score -76969.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -76971.023438 Penalty: 657.054016
	Iteration 47Q: 3 clusters Score -76971.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -76972.804688 Penalty: 657.054016
	Iteration 48Q: 3 clusters Score -76972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -76975.218750 Penalty: 657.054016
	Iteration 49Q: 3 clusters Score -76975.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -76976.625000 Penalty: 657.054016
	Iteration 50Q: 3 clusters Score -76976.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -76978.468750 Penalty: 657.054016
	Iteration 51Q: 3 clusters Score -76978.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -76979.156250 Penalty: 657.054016
	Iteration 52Q: 3 clusters Score -76979.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -76979.156250 Penalty: 657.054016
	Iteration 53F: 3 clusters Score -76979.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7364.345215 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7364.345 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 81 members 
Entering Unmasked Estep 
Score: -7151.296875 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7151.297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7185.958008 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7185.958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7189.710449 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -7189.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7197.026367 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7197.026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7198.217285 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7198.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7198.217285 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -7198.217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39998.585938 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -39998.59 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40193.328125 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40193.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40285.605469 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40285.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40388.921875 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40388.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40473.132812 Penalty: 601.573303
	Iteration 4F: 3 clusters Score -40473.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40527.503906 Penalty: 601.573303
	Iteration 5F: 3 clusters Score -40527.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40564.324219 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40564.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40600.000000 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40621.488281 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40621.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40635.210938 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40635.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40652.097656 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40658.519531 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40658.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40658.996094 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40659.167969 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40659.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40659.644531 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40659.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40659.644531 Penalty: 601.573303
	Iteration 15F: 3 clusters Score -40659.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 177928 members 
Mstep: Class 23 contains 122014 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1046 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15067 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 333 members 
Entering Unmasked Estep 
Score: -23061728.000000 Penalty: 18812.224609
Splitting cluster 21 changes total score from -23061934.000000 to -23061728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (177928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Entering Unmasked Estep 
Score: -10373601.000000 Penalty: 550.055603
	Iteration 0F: 2 clusters Score -1.03736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -10260115.000000 Penalty: 1100.111206
	Iteration 0F: 3 clusters Score -1.026012e+07 nChanged 87801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -10312991.000000 Penalty: 1100.111206
	Iteration 1F: 3 clusters Score -1.031299e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -10314133.000000 Penalty: 1100.111206
	Iteration 2Q: 3 clusters Score -1.031413e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -10316055.000000 Penalty: 1100.111206
	Iteration 3Q: 3 clusters Score -1.031606e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -10319601.000000 Penalty: 1100.111206
	Iteration 4Q: 3 clusters Score -1.03196e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117827 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -10325884.000000 Penalty: 1100.111206
	Iteration 5F: 3 clusters Score -1.032588e+07 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130285 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -10336020.000000 Penalty: 1100.111206
	Iteration 6F: 3 clusters Score -1.033602e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143777 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -10348052.000000 Penalty: 1100.111206
	Iteration 7F: 3 clusters Score -1.034805e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154702 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -10357496.000000 Penalty: 1100.111206
	Iteration 8F: 3 clusters Score -1.03575e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161676 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -10363083.000000 Penalty: 1100.111206
	Iteration 9Q: 3 clusters Score -1.036308e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -10365973.000000 Penalty: 1100.111206
	Iteration 10Q: 3 clusters Score -1.036597e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168911 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -10367790.000000 Penalty: 1100.111206
	Iteration 11Q: 3 clusters Score -1.036779e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171171 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -10369232.000000 Penalty: 1100.111206
	Iteration 12Q: 3 clusters Score -1.036923e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -10370450.000000 Penalty: 1100.111206
	Iteration 13Q: 3 clusters Score -1.037045e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174322 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -10371311.000000 Penalty: 1100.111206
	Iteration 14Q: 3 clusters Score -1.037131e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175316 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10371807.000000 Penalty: 1100.111206
	Iteration 15Q: 3 clusters Score -1.037181e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176043 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10372217.000000 Penalty: 1100.111206
	Iteration 16Q: 3 clusters Score -1.037222e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176594 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10372555.000000 Penalty: 1100.111206
	Iteration 17Q: 3 clusters Score -1.037256e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176973 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10372744.000000 Penalty: 1100.111206
	Iteration 18Q: 3 clusters Score -1.037274e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177224 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10372825.000000 Penalty: 1100.111206
	Iteration 19Q: 3 clusters Score -1.037282e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177384 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10372903.000000 Penalty: 1100.111206
	Iteration 20F: 3 clusters Score -1.03729e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177505 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10372938.000000 Penalty: 1100.111206
	Iteration 21Q: 3 clusters Score -1.037294e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177590 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10372993.000000 Penalty: 1100.111206
	Iteration 22Q: 3 clusters Score -1.037299e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177635 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10373018.000000 Penalty: 1100.111206
	Iteration 23Q: 3 clusters Score -1.037302e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177670 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10373054.000000 Penalty: 1100.111206
	Iteration 24Q: 3 clusters Score -1.037305e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177690 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10373067.000000 Penalty: 1100.111206
	Iteration 25Q: 3 clusters Score -1.037307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10373096.000000 Penalty: 1100.111206
	Iteration 26Q: 3 clusters Score -1.03731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10373106.000000 Penalty: 1100.111206
	Iteration 27Q: 3 clusters Score -1.037311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177729 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10373122.000000 Penalty: 1100.111206
	Iteration 28Q: 3 clusters Score -1.037312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177734 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10373126.000000 Penalty: 1100.111206
	Iteration 29Q: 3 clusters Score -1.037313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177736 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10373133.000000 Penalty: 1100.111206
	Iteration 30Q: 3 clusters Score -1.037313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177738 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10373132.000000 Penalty: 1100.111206
	Iteration 31Q: 3 clusters Score -1.037313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10373133.000000 Penalty: 1100.111206
	Iteration 32Q: 3 clusters Score -1.037313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10373133.000000 Penalty: 1100.111206
	Iteration 33F: 3 clusters Score -1.037313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122014 members 
Entering Unmasked Estep 
Score: -7295843.500000 Penalty: 532.891052
	Iteration 0F: 2 clusters Score -7295844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7216159.500000 Penalty: 1065.782104
	Iteration 0F: 3 clusters Score -7216160 nChanged 60028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -7255046.000000 Penalty: 1065.782104
	Iteration 1F: 3 clusters Score -7255046 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -7258156.500000 Penalty: 1065.782104
	Iteration 2F: 3 clusters Score -7258156 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -7262196.000000 Penalty: 1065.782104
	Iteration 3F: 3 clusters Score -7262196 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -7266706.500000 Penalty: 1065.782104
	Iteration 4F: 3 clusters Score -7266706 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -7271852.000000 Penalty: 1065.782104
	Iteration 5F: 3 clusters Score -7271852 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -7276121.500000 Penalty: 1065.782104
	Iteration 6F: 3 clusters Score -7276122 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -7278274.500000 Penalty: 1065.782104
	Iteration 7Q: 3 clusters Score -7278274 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -7279038.500000 Penalty: 1065.782104
	Iteration 8Q: 3 clusters Score -7279038 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -7279279.000000 Penalty: 1065.782104
	Iteration 9Q: 3 clusters Score -7279279 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -7279494.500000 Penalty: 1065.782104
	Iteration 10Q: 3 clusters Score -7279494 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -7279637.500000 Penalty: 1065.782104
	Iteration 11Q: 3 clusters Score -7279638 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -7279811.000000 Penalty: 1065.782104
	Iteration 12Q: 3 clusters Score -7279811 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -7280035.000000 Penalty: 1065.782104
	Iteration 13Q: 3 clusters Score -7280035 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -7280274.500000 Penalty: 1065.782104
	Iteration 14Q: 3 clusters Score -7280274 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -7280423.500000 Penalty: 1065.782104
	Iteration 15Q: 3 clusters Score -7280424 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -7280624.000000 Penalty: 1065.782104
	Iteration 16Q: 3 clusters Score -7280624 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -7280839.000000 Penalty: 1065.782104
	Iteration 17Q: 3 clusters Score -7280839 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -7281065.000000 Penalty: 1065.782104
	Iteration 18Q: 3 clusters Score -7281065 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -7281272.000000 Penalty: 1065.782104
	Iteration 19Q: 3 clusters Score -7281272 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -7281548.000000 Penalty: 1065.782104
	Iteration 20F: 3 clusters Score -7281548 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -7281736.000000 Penalty: 1065.782104
	Iteration 21Q: 3 clusters Score -7281736 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -7281922.500000 Penalty: 1065.782104
	Iteration 22Q: 3 clusters Score -7281922 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -7282116.500000 Penalty: 1065.782104
	Iteration 23Q: 3 clusters Score -7282116 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -7282220.500000 Penalty: 1065.782104
	Iteration 24Q: 3 clusters Score -7282220 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -7282399.500000 Penalty: 1065.782104
	Iteration 25Q: 3 clusters Score -7282400 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -7282577.000000 Penalty: 1065.782104
	Iteration 26Q: 3 clusters Score -7282577 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -7282739.000000 Penalty: 1065.782104
	Iteration 27Q: 3 clusters Score -7282739 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -7282916.500000 Penalty: 1065.782104
	Iteration 28Q: 3 clusters Score -7282916 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -7283036.000000 Penalty: 1065.782104
	Iteration 29Q: 3 clusters Score -7283036 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -7283187.500000 Penalty: 1065.782104
	Iteration 30Q: 3 clusters Score -7283188 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -7283326.500000 Penalty: 1065.782104
	Iteration 31Q: 3 clusters Score -7283326 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -7283477.000000 Penalty: 1065.782104
	Iteration 32Q: 3 clusters Score -7283477 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -7283551.500000 Penalty: 1065.782104
	Iteration 33Q: 3 clusters Score -7283552 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -7283636.500000 Penalty: 1065.782104
	Iteration 34Q: 3 clusters Score -7283636 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -7283715.500000 Penalty: 1065.782104
	Iteration 35Q: 3 clusters Score -7283716 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -7283790.000000 Penalty: 1065.782104
	Iteration 36Q: 3 clusters Score -7283790 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -7283869.000000 Penalty: 1065.782104
	Iteration 37Q: 3 clusters Score -7283869 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -7283902.500000 Penalty: 1065.782104
	Iteration 38Q: 3 clusters Score -7283902 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -7283944.500000 Penalty: 1065.782104
	Iteration 39Q: 3 clusters Score -7283944 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -7283970.000000 Penalty: 1065.782104
	Iteration 40F: 3 clusters Score -7283970 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -7283995.000000 Penalty: 1065.782104
	Iteration 41Q: 3 clusters Score -7283995 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -7284024.000000 Penalty: 1065.782104
	Iteration 42Q: 3 clusters Score -7284024 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -7284055.500000 Penalty: 1065.782104
	Iteration 43Q: 3 clusters Score -7284056 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -7284136.500000 Penalty: 1065.782104
	Iteration 44Q: 3 clusters Score -7284136 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -7284180.000000 Penalty: 1065.782104
	Iteration 45Q: 3 clusters Score -7284180 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -7284214.000000 Penalty: 1065.782104
	Iteration 46Q: 3 clusters Score -7284214 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -7284239.000000 Penalty: 1065.782104
	Iteration 47Q: 3 clusters Score -7284239 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -7284255.500000 Penalty: 1065.782104
	Iteration 48Q: 3 clusters Score -7284256 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -7284325.500000 Penalty: 1065.782104
	Iteration 49Q: 3 clusters Score -7284326 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -7284397.500000 Penalty: 1065.782104
	Iteration 50Q: 3 clusters Score -7284398 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -7284441.000000 Penalty: 1065.782104
	Iteration 51Q: 3 clusters Score -7284441 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -7284466.000000 Penalty: 1065.782104
	Iteration 52Q: 3 clusters Score -7284466 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -7284469.500000 Penalty: 1065.782104
	Iteration 53Q: 3 clusters Score -7284470 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -7284499.000000 Penalty: 1065.782104
	Iteration 54Q: 3 clusters Score -7284499 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -7284512.000000 Penalty: 1065.782104
	Iteration 55Q: 3 clusters Score -7284512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -7284560.000000 Penalty: 1065.782104
	Iteration 56Q: 3 clusters Score -7284560 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -7284568.000000 Penalty: 1065.782104
	Iteration 57Q: 3 clusters Score -7284568 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -7284581.500000 Penalty: 1065.782104
	Iteration 58Q: 3 clusters Score -7284582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -7284638.000000 Penalty: 1065.782104
	Iteration 59Q: 3 clusters Score -7284638 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -7284680.000000 Penalty: 1065.782104
	Iteration 60F: 3 clusters Score -7284680 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -7284712.500000 Penalty: 1065.782104
	Iteration 61Q: 3 clusters Score -7284712 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -7284698.000000 Penalty: 1065.782104
	Iteration 62Q: 3 clusters Score -7284698 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7284712.000000 Penalty: 1065.782104
	Iteration 63Q: 3 clusters Score -7284712 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7284739.000000 Penalty: 1065.782104
	Iteration 64Q: 3 clusters Score -7284739 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -7284742.500000 Penalty: 1065.782104
	Iteration 65Q: 3 clusters Score -7284742 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -7284785.000000 Penalty: 1065.782104
	Iteration 66Q: 3 clusters Score -7284785 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -7284792.000000 Penalty: 1065.782104
	Iteration 67Q: 3 clusters Score -7284792 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -7284775.500000 Penalty: 1065.782104
	Iteration 68Q: 3 clusters Score -7284776 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -7284775.500000 Penalty: 1065.782104
	Iteration 69Q: 3 clusters Score -7284776 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7284780.000000 Penalty: 1065.782104
	Iteration 70Q: 3 clusters Score -7284780 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -7284795.500000 Penalty: 1065.782104
	Iteration 71Q: 3 clusters Score -7284796 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7284796.500000 Penalty: 1065.782104
	Iteration 72Q: 3 clusters Score -7284796 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -7284792.000000 Penalty: 1065.782104
	Iteration 73Q: 3 clusters Score -7284792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -7284782.000000 Penalty: 1065.782104
	Iteration 74Q: 3 clusters Score -7284782 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -7284781.000000 Penalty: 1065.782104
	Iteration 75Q: 3 clusters Score -7284781 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -7284793.000000 Penalty: 1065.782104
	Iteration 76Q: 3 clusters Score -7284793 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7284792.000000 Penalty: 1065.782104
	Iteration 77Q: 3 clusters Score -7284792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -7284800.000000 Penalty: 1065.782104
	Iteration 78Q: 3 clusters Score -7284800 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -7284811.000000 Penalty: 1065.782104
	Iteration 79Q: 3 clusters Score -7284811 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -7284825.500000 Penalty: 1065.782104
	Iteration 80F: 3 clusters Score -7284826 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -7284819.500000 Penalty: 1065.782104
	Iteration 81Q: 3 clusters Score -7284820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -7284807.000000 Penalty: 1065.782104
	Iteration 82Q: 3 clusters Score -7284807 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -7284840.500000 Penalty: 1065.782104
	Iteration 83Q: 3 clusters Score -7284840 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -7284845.500000 Penalty: 1065.782104
	Iteration 84Q: 3 clusters Score -7284846 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -7284835.000000 Penalty: 1065.782104
	Iteration 85Q: 3 clusters Score -7284835 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -7284823.500000 Penalty: 1065.782104
	Iteration 86Q: 3 clusters Score -7284824 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -7284839.500000 Penalty: 1065.782104
	Iteration 87Q: 3 clusters Score -7284840 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -7284840.500000 Penalty: 1065.782104
	Iteration 88Q: 3 clusters Score -7284840 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -7284859.500000 Penalty: 1065.782104
	Iteration 89Q: 3 clusters Score -7284860 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -7284858.500000 Penalty: 1065.782104
	Iteration 90Q: 3 clusters Score -7284858 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -7284848.000000 Penalty: 1065.782104
	Iteration 91Q: 3 clusters Score -7284848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -7284872.000000 Penalty: 1065.782104
	Iteration 92Q: 3 clusters Score -7284872 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -7284884.000000 Penalty: 1065.782104
	Iteration 93Q: 3 clusters Score -7284884 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -7284914.000000 Penalty: 1065.782104
	Iteration 94Q: 3 clusters Score -7284914 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7284927.500000 Penalty: 1065.782104
	Iteration 95Q: 3 clusters Score -7284928 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -7284963.500000 Penalty: 1065.782104
	Iteration 96Q: 3 clusters Score -7284964 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -7284976.500000 Penalty: 1065.782104
	Iteration 97Q: 3 clusters Score -7284976 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -7284979.500000 Penalty: 1065.782104
	Iteration 98Q: 3 clusters Score -7284980 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7285000.500000 Penalty: 1065.782104
	Iteration 99Q: 3 clusters Score -7285000 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -7285017.500000 Penalty: 1065.782104
	Iteration 100F: 3 clusters Score -7285018 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -7285035.000000 Penalty: 1065.782104
	Iteration 101Q: 3 clusters Score -7285035 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -7285043.000000 Penalty: 1065.782104
	Iteration 102Q: 3 clusters Score -7285043 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -7285064.000000 Penalty: 1065.782104
	Iteration 103Q: 3 clusters Score -7285064 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -7285121.000000 Penalty: 1065.782104
	Iteration 104Q: 3 clusters Score -7285121 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -7285123.000000 Penalty: 1065.782104
	Iteration 105Q: 3 clusters Score -7285123 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -7285143.500000 Penalty: 1065.782104
	Iteration 106Q: 3 clusters Score -7285144 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -7285139.000000 Penalty: 1065.782104
	Iteration 107Q: 3 clusters Score -7285139 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -7285184.000000 Penalty: 1065.782104
	Iteration 108Q: 3 clusters Score -7285184 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -7285203.500000 Penalty: 1065.782104
	Iteration 109Q: 3 clusters Score -7285204 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -7285250.000000 Penalty: 1065.782104
	Iteration 110Q: 3 clusters Score -7285250 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -7285270.000000 Penalty: 1065.782104
	Iteration 111Q: 3 clusters Score -7285270 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -7285285.000000 Penalty: 1065.782104
	Iteration 112Q: 3 clusters Score -7285285 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -7285288.000000 Penalty: 1065.782104
	Iteration 113Q: 3 clusters Score -7285288 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -7285369.000000 Penalty: 1065.782104
	Iteration 114Q: 3 clusters Score -7285369 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -7285386.500000 Penalty: 1065.782104
	Iteration 115Q: 3 clusters Score -7285386 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -7285422.000000 Penalty: 1065.782104
	Iteration 116Q: 3 clusters Score -7285422 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -7285445.500000 Penalty: 1065.782104
	Iteration 117Q: 3 clusters Score -7285446 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -7285493.000000 Penalty: 1065.782104
	Iteration 118Q: 3 clusters Score -7285493 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -7285522.500000 Penalty: 1065.782104
	Iteration 119Q: 3 clusters Score -7285522 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -7285502.000000 Penalty: 1065.782104
	Iteration 120F: 3 clusters Score -7285502 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -7285555.000000 Penalty: 1065.782104
	Iteration 121Q: 3 clusters Score -7285555 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -7285593.500000 Penalty: 1065.782104
	Iteration 122Q: 3 clusters Score -7285594 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -7285644.000000 Penalty: 1065.782104
	Iteration 123Q: 3 clusters Score -7285644 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -7285681.500000 Penalty: 1065.782104
	Iteration 124Q: 3 clusters Score -7285682 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -7285700.500000 Penalty: 1065.782104
	Iteration 125Q: 3 clusters Score -7285700 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -7285821.000000 Penalty: 1065.782104
	Iteration 126Q: 3 clusters Score -7285821 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -7285979.000000 Penalty: 1065.782104
	Iteration 127Q: 3 clusters Score -7285979 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -7286132.000000 Penalty: 1065.782104
	Iteration 128Q: 3 clusters Score -7286132 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -7286236.000000 Penalty: 1065.782104
	Iteration 129Q: 3 clusters Score -7286236 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -7286352.000000 Penalty: 1065.782104
	Iteration 130Q: 3 clusters Score -7286352 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7286457.500000 Penalty: 1065.782104
	Iteration 131Q: 3 clusters Score -7286458 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7286651.000000 Penalty: 1065.782104
	Iteration 132Q: 3 clusters Score -7286651 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -7286816.500000 Penalty: 1065.782104
	Iteration 133Q: 3 clusters Score -7286816 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -7286930.500000 Penalty: 1065.782104
	Iteration 134Q: 3 clusters Score -7286930 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -7287202.000000 Penalty: 1065.782104
	Iteration 135Q: 3 clusters Score -7287202 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -7287511.500000 Penalty: 1065.782104
	Iteration 136Q: 3 clusters Score -7287512 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -7287808.500000 Penalty: 1065.782104
	Iteration 137Q: 3 clusters Score -7287808 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -7288183.500000 Penalty: 1065.782104
	Iteration 138Q: 3 clusters Score -7288184 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97754 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -7288581.500000 Penalty: 1065.782104
	Iteration 139Q: 3 clusters Score -7288582 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7289121.000000 Penalty: 1065.782104
	Iteration 140F: 3 clusters Score -7289121 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -7289669.000000 Penalty: 1065.782104
	Iteration 141Q: 3 clusters Score -7289669 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7290252.500000 Penalty: 1065.782104
	Iteration 142Q: 3 clusters Score -7290252 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105717 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -7290865.500000 Penalty: 1065.782104
	Iteration 143Q: 3 clusters Score -7290866 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -7291432.500000 Penalty: 1065.782104
	Iteration 144Q: 3 clusters Score -7291432 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -7292070.500000 Penalty: 1065.782104
	Iteration 145Q: 3 clusters Score -7292070 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -7292631.500000 Penalty: 1065.782104
	Iteration 146Q: 3 clusters Score -7292632 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -7293050.500000 Penalty: 1065.782104
	Iteration 147Q: 3 clusters Score -7293050 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113678 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -7293470.000000 Penalty: 1065.782104
	Iteration 148Q: 3 clusters Score -7293470 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114814 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -7293847.500000 Penalty: 1065.782104
	Iteration 149Q: 3 clusters Score -7293848 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -7294140.000000 Penalty: 1065.782104
	Iteration 150Q: 3 clusters Score -7294140 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -7294389.000000 Penalty: 1065.782104
	Iteration 151Q: 3 clusters Score -7294389 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -7294591.000000 Penalty: 1065.782104
	Iteration 152Q: 3 clusters Score -7294591 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -7294776.500000 Penalty: 1065.782104
	Iteration 153Q: 3 clusters Score -7294776 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -7294947.500000 Penalty: 1065.782104
	Iteration 154Q: 3 clusters Score -7294948 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7295101.000000 Penalty: 1065.782104
	Iteration 155Q: 3 clusters Score -7295101 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119437 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7295201.500000 Penalty: 1065.782104
	Iteration 156Q: 3 clusters Score -7295202 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7295331.500000 Penalty: 1065.782104
	Iteration 157Q: 3 clusters Score -7295332 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7295391.000000 Penalty: 1065.782104
	Iteration 158Q: 3 clusters Score -7295391 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7295414.000000 Penalty: 1065.782104
	Iteration 159Q: 3 clusters Score -7295414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120545 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7295451.000000 Penalty: 1065.782104
	Iteration 160F: 3 clusters Score -7295451 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7295468.500000 Penalty: 1065.782104
	Iteration 161Q: 3 clusters Score -7295468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7295485.500000 Penalty: 1065.782104
	Iteration 162Q: 3 clusters Score -7295486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7295492.500000 Penalty: 1065.782104
	Iteration 163Q: 3 clusters Score -7295492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121069 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7295510.000000 Penalty: 1065.782104
	Iteration 164Q: 3 clusters Score -7295510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121161 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7295516.500000 Penalty: 1065.782104
	Iteration 165Q: 3 clusters Score -7295516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7295516.500000 Penalty: 1065.782104
	Iteration 166Q: 3 clusters Score -7295516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121291 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7295523.000000 Penalty: 1065.782104
	Iteration 167Q: 3 clusters Score -7295523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121349 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7295555.500000 Penalty: 1065.782104
	Iteration 168Q: 3 clusters Score -7295556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121390 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7295566.500000 Penalty: 1065.782104
	Iteration 169Q: 3 clusters Score -7295566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121418 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7295577.000000 Penalty: 1065.782104
	Iteration 170Q: 3 clusters Score -7295577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121437 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7295572.000000 Penalty: 1065.782104
	Iteration 171Q: 3 clusters Score -7295572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121454 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7295574.000000 Penalty: 1065.782104
	Iteration 172Q: 3 clusters Score -7295574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7295577.000000 Penalty: 1065.782104
	Iteration 173Q: 3 clusters Score -7295577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121472 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7295585.000000 Penalty: 1065.782104
	Iteration 174Q: 3 clusters Score -7295585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121477 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7295579.500000 Penalty: 1065.782104
	Iteration 175Q: 3 clusters Score -7295580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7295579.000000 Penalty: 1065.782104
	Iteration 176Q: 3 clusters Score -7295579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7295585.500000 Penalty: 1065.782104
	Iteration 177Q: 3 clusters Score -7295586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7295594.500000 Penalty: 1065.782104
	Iteration 178Q: 3 clusters Score -7295594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7295593.000000 Penalty: 1065.782104
	Iteration 179Q: 3 clusters Score -7295593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7295589.500000 Penalty: 1065.782104
	Iteration 180F: 3 clusters Score -7295590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7295592.500000 Penalty: 1065.782104
	Iteration 181Q: 3 clusters Score -7295592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7295592.500000 Penalty: 1065.782104
	Iteration 182F: 3 clusters Score -7295592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -76888.929688 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -76888.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75830.843750 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -75830.84 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -76153.742188 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -76153.74 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -76211.101562 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -76211.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -76253.132812 Penalty: 658.964355
	Iteration 3Q: 3 clusters Score -76253.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -76291.343750 Penalty: 658.964355
	Iteration 4Q: 3 clusters Score -76291.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76329.429688 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -76329.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -76351.007812 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -76351.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -76364.656250 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -76364.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -76374.054688 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -76374.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -76381.218750 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -76381.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -76390.851562 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -76390.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -76408.195312 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -76408.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -76421.109375 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -76421.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -76429.250000 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -76429.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76439.203125 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -76439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -76445.273438 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -76445.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -76448.015625 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -76448.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -76448.890625 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -76448.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -76450.250000 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -76450.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -76452.718750 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -76452.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -76453.851562 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -76453.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -76454.546875 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -76454.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -76455.375000 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -76455.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -76455.375000 Penalty: 658.964355
	Iteration 23F: 3 clusters Score -76455.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1834.172241 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1834.172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1858.755493 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1858.755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1879.785278 Penalty: 355.994110
	Iteration 2F: 3 clusters Score -1879.785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -62672.394531 Penalty: 316.349152
	Iteration 0F: 2 clusters Score -62672.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -61864.000000 Penalty: 632.698303
	Iteration 0F: 3 clusters Score -61864 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -62201.824219 Penalty: 632.698303
	Iteration 1F: 3 clusters Score -62201.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -62356.351562 Penalty: 632.698303
	Iteration 2F: 3 clusters Score -62356.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -62445.597656 Penalty: 632.698303
	Iteration 3F: 3 clusters Score -62445.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62490.566406 Penalty: 632.698303
	Iteration 4F: 3 clusters Score -62490.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62524.546875 Penalty: 632.698303
	Iteration 5Q: 3 clusters Score -62524.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62545.957031 Penalty: 632.698303
	Iteration 6Q: 3 clusters Score -62545.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -62554.554688 Penalty: 632.698303
	Iteration 7Q: 3 clusters Score -62554.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -62558.546875 Penalty: 632.698303
	Iteration 8Q: 3 clusters Score -62558.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62559.386719 Penalty: 632.698303
	Iteration 9Q: 3 clusters Score -62559.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62559.386719 Penalty: 632.698303
	Iteration 10F: 3 clusters Score -62559.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Entering Unmasked Estep 
Score: -55971.808594 Penalty: 317.125458
	Iteration 0F: 2 clusters Score -55971.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -55111.398438 Penalty: 634.250916
	Iteration 0F: 3 clusters Score -55111.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -55392.941406 Penalty: 634.250916
	Iteration 1F: 3 clusters Score -55392.94 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -55479.085938 Penalty: 634.250916
	Iteration 2F: 3 clusters Score -55479.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -55570.597656 Penalty: 634.250916
	Iteration 3F: 3 clusters Score -55570.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -55629.070312 Penalty: 634.250916
	Iteration 4F: 3 clusters Score -55629.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -55662.535156 Penalty: 634.250916
	Iteration 5Q: 3 clusters Score -55662.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -55688.757812 Penalty: 634.250916
	Iteration 6Q: 3 clusters Score -55688.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -55711.808594 Penalty: 634.250916
	Iteration 7Q: 3 clusters Score -55711.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55729.886719 Penalty: 634.250916
	Iteration 8Q: 3 clusters Score -55729.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55742.355469 Penalty: 634.250916
	Iteration 9Q: 3 clusters Score -55742.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -55758.511719 Penalty: 634.250916
	Iteration 10Q: 3 clusters Score -55758.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -55766.574219 Penalty: 634.250916
	Iteration 11Q: 3 clusters Score -55766.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -55774.617188 Penalty: 634.250916
	Iteration 12Q: 3 clusters Score -55774.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -55781.824219 Penalty: 634.250916
	Iteration 13Q: 3 clusters Score -55781.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -55786.574219 Penalty: 634.250916
	Iteration 14Q: 3 clusters Score -55786.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -55790.097656 Penalty: 634.250916
	Iteration 15Q: 3 clusters Score -55790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -55792.878906 Penalty: 634.250916
	Iteration 16Q: 3 clusters Score -55792.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -55793.335938 Penalty: 634.250916
	Iteration 17Q: 3 clusters Score -55793.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -55793.632812 Penalty: 634.250916
	Iteration 18Q: 3 clusters Score -55793.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -55794.589844 Penalty: 634.250916
	Iteration 19Q: 3 clusters Score -55794.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -55795.570312 Penalty: 634.250916
	Iteration 20F: 3 clusters Score -55795.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -55797.304688 Penalty: 634.250916
	Iteration 21Q: 3 clusters Score -55797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -55798.226562 Penalty: 634.250916
	Iteration 22Q: 3 clusters Score -55798.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -55798.468750 Penalty: 634.250916
	Iteration 23Q: 3 clusters Score -55798.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -55798.648438 Penalty: 634.250916
	Iteration 24Q: 3 clusters Score -55798.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -55798.953125 Penalty: 634.250916
	Iteration 25Q: 3 clusters Score -55798.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -55799.453125 Penalty: 634.250916
	Iteration 26Q: 3 clusters Score -55799.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -55800.402344 Penalty: 634.250916
	Iteration 27Q: 3 clusters Score -55800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -55800.511719 Penalty: 634.250916
	Iteration 28Q: 3 clusters Score -55800.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55800.656250 Penalty: 634.250916
	Iteration 29Q: 3 clusters Score -55800.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55800.656250 Penalty: 634.250916
	Iteration 30F: 3 clusters Score -55800.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -73617.109375 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73617.11 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73919.859375 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73919.86 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74027.046875 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -74027.05 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74120.609375 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -74120.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74211.335938 Penalty: 654.557007
	Iteration 4F: 3 clusters Score -74211.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74302.828125 Penalty: 654.557007
	Iteration 5F: 3 clusters Score -74302.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74353.695312 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74353.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -74401.015625 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74401.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74417.054688 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74417.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -74423.320312 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74423.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -74423.953125 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74423.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -74423.953125 Penalty: 654.557007
	Iteration 11F: 3 clusters Score -74423.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3770.024902 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3770.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3584.852051 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3584.852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3623.239990 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3623.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3630.802002 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3630.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3630.802002 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3630.802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Entering Unmasked Estep 
Score: -935881.437500 Penalty: 437.721924
	Iteration 0F: 2 clusters Score -935881.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -925891.562500 Penalty: 875.443848
	Iteration 0F: 3 clusters Score -925891.6 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -930294.937500 Penalty: 875.443848
	Iteration 1F: 3 clusters Score -930294.9 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -930880.125000 Penalty: 875.443848
	Iteration 2F: 3 clusters Score -930880.1 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -931704.062500 Penalty: 875.443848
	Iteration 3F: 3 clusters Score -931704.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -932630.250000 Penalty: 875.443848
	Iteration 4F: 3 clusters Score -932630.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -933353.750000 Penalty: 875.443848
	Iteration 5F: 3 clusters Score -933353.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -933746.937500 Penalty: 875.443848
	Iteration 6Q: 3 clusters Score -933746.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -933972.375000 Penalty: 875.443848
	Iteration 7Q: 3 clusters Score -933972.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -934099.125000 Penalty: 875.443848
	Iteration 8Q: 3 clusters Score -934099.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -934210.000000 Penalty: 875.443848
	Iteration 9Q: 3 clusters Score -934210 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -934324.750000 Penalty: 875.443848
	Iteration 10Q: 3 clusters Score -934324.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -934401.062500 Penalty: 875.443848
	Iteration 11Q: 3 clusters Score -934401.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -934477.750000 Penalty: 875.443848
	Iteration 12Q: 3 clusters Score -934477.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -934554.562500 Penalty: 875.443848
	Iteration 13Q: 3 clusters Score -934554.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -934628.875000 Penalty: 875.443848
	Iteration 14Q: 3 clusters Score -934628.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -934710.750000 Penalty: 875.443848
	Iteration 15Q: 3 clusters Score -934710.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -934793.687500 Penalty: 875.443848
	Iteration 16Q: 3 clusters Score -934793.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -934875.125000 Penalty: 875.443848
	Iteration 17Q: 3 clusters Score -934875.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -934943.062500 Penalty: 875.443848
	Iteration 18Q: 3 clusters Score -934943.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -934996.000000 Penalty: 875.443848
	Iteration 19Q: 3 clusters Score -934996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -935032.500000 Penalty: 875.443848
	Iteration 20F: 3 clusters Score -935032.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -935072.562500 Penalty: 875.443848
	Iteration 21Q: 3 clusters Score -935072.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -935111.187500 Penalty: 875.443848
	Iteration 22Q: 3 clusters Score -935111.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -935137.000000 Penalty: 875.443848
	Iteration 23Q: 3 clusters Score -935137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -935160.562500 Penalty: 875.443848
	Iteration 24Q: 3 clusters Score -935160.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -935182.500000 Penalty: 875.443848
	Iteration 25Q: 3 clusters Score -935182.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -935205.187500 Penalty: 875.443848
	Iteration 26Q: 3 clusters Score -935205.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -935224.312500 Penalty: 875.443848
	Iteration 27Q: 3 clusters Score -935224.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -935241.125000 Penalty: 875.443848
	Iteration 28Q: 3 clusters Score -935241.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -935253.562500 Penalty: 875.443848
	Iteration 29Q: 3 clusters Score -935253.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -935269.812500 Penalty: 875.443848
	Iteration 30Q: 3 clusters Score -935269.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -935286.375000 Penalty: 875.443848
	Iteration 31Q: 3 clusters Score -935286.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -935295.875000 Penalty: 875.443848
	Iteration 32Q: 3 clusters Score -935295.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -935305.000000 Penalty: 875.443848
	Iteration 33Q: 3 clusters Score -935305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -935319.562500 Penalty: 875.443848
	Iteration 34Q: 3 clusters Score -935319.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -935335.500000 Penalty: 875.443848
	Iteration 35Q: 3 clusters Score -935335.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -935348.937500 Penalty: 875.443848
	Iteration 36Q: 3 clusters Score -935348.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -935358.687500 Penalty: 875.443848
	Iteration 37Q: 3 clusters Score -935358.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -935369.375000 Penalty: 875.443848
	Iteration 38Q: 3 clusters Score -935369.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -935375.625000 Penalty: 875.443848
	Iteration 39Q: 3 clusters Score -935375.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -935384.437500 Penalty: 875.443848
	Iteration 40F: 3 clusters Score -935384.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -935389.312500 Penalty: 875.443848
	Iteration 41Q: 3 clusters Score -935389.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -935395.625000 Penalty: 875.443848
	Iteration 42Q: 3 clusters Score -935395.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -935406.000000 Penalty: 875.443848
	Iteration 43Q: 3 clusters Score -935406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -935415.375000 Penalty: 875.443848
	Iteration 44Q: 3 clusters Score -935415.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -935425.937500 Penalty: 875.443848
	Iteration 45Q: 3 clusters Score -935425.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -935431.750000 Penalty: 875.443848
	Iteration 46Q: 3 clusters Score -935431.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -935435.875000 Penalty: 875.443848
	Iteration 47Q: 3 clusters Score -935435.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -935440.875000 Penalty: 875.443848
	Iteration 48Q: 3 clusters Score -935440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -935442.437500 Penalty: 875.443848
	Iteration 49Q: 3 clusters Score -935442.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -935447.750000 Penalty: 875.443848
	Iteration 50Q: 3 clusters Score -935447.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -935456.312500 Penalty: 875.443848
	Iteration 51Q: 3 clusters Score -935456.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -935465.187500 Penalty: 875.443848
	Iteration 52Q: 3 clusters Score -935465.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -935473.187500 Penalty: 875.443848
	Iteration 53Q: 3 clusters Score -935473.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -935480.812500 Penalty: 875.443848
	Iteration 54Q: 3 clusters Score -935480.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -935486.937500 Penalty: 875.443848
	Iteration 55Q: 3 clusters Score -935486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -935493.687500 Penalty: 875.443848
	Iteration 56Q: 3 clusters Score -935493.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -935500.375000 Penalty: 875.443848
	Iteration 57Q: 3 clusters Score -935500.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -935507.062500 Penalty: 875.443848
	Iteration 58Q: 3 clusters Score -935507.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -935512.687500 Penalty: 875.443848
	Iteration 59Q: 3 clusters Score -935512.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -935517.000000 Penalty: 875.443848
	Iteration 60F: 3 clusters Score -935517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -935519.000000 Penalty: 875.443848
	Iteration 61Q: 3 clusters Score -935519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -935522.187500 Penalty: 875.443848
	Iteration 62Q: 3 clusters Score -935522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -935522.125000 Penalty: 875.443848
	Iteration 63Q: 3 clusters Score -935522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -935521.750000 Penalty: 875.443848
	Iteration 64Q: 3 clusters Score -935521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -935524.187500 Penalty: 875.443848
	Iteration 65Q: 3 clusters Score -935524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -935523.187500 Penalty: 875.443848
	Iteration 66Q: 3 clusters Score -935523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -935523.187500 Penalty: 875.443848
	Iteration 67F: 3 clusters Score -935523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5149.474609 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5149.475 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 51 members 
Entering Unmasked Estep 
Score: -4961.658203 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4961.658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5033.788086 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5033.788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5044.069824 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5044.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5052.289062 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5052.289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5054.239746 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5054.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5065.252930 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5065.253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5065.252930 Penalty: 421.760345
	Iteration 6F: 3 clusters Score -5065.253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177928 members 
Mstep: Class 23 contains 122014 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1046 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15067 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061986.000000 Penalty: 18224.343750
Iteration 439Q: 32 clusters Score -2.306199e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177945 members 
Mstep: Class 23 contains 121932 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1046 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15136 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062012.000000 Penalty: 18224.343750
Iteration 440F: 32 clusters Score -2.306201e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11950 members 
Mstep: Class 10 contains 32030 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177943 members 
Mstep: Class 23 contains 121853 members 
Mstep: Class 24 contains 1394 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1046 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15219 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062010.000000 Penalty: 18224.343750
Iteration 441Q: 32 clusters Score -2.306201e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11942 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 4048 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10457 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177951 members 
Mstep: Class 23 contains 121769 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23061994.000000 Penalty: 18224.343750
Iteration 442Q: 32 clusters Score -2.306199e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11940 members 
Mstep: Class 10 contains 32051 members 
Mstep: Class 11 contains 4054 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177948 members 
Mstep: Class 23 contains 121683 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15390 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062046.000000 Penalty: 18224.343750
Iteration 443Q: 32 clusters Score -2.306205e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11938 members 
Mstep: Class 10 contains 32055 members 
Mstep: Class 11 contains 4064 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177950 members 
Mstep: Class 23 contains 121600 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1049 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15474 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062104.000000 Penalty: 18224.343750
Iteration 444Q: 32 clusters Score -2.30621e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11939 members 
Mstep: Class 10 contains 32058 members 
Mstep: Class 11 contains 4067 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10405 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177955 members 
Mstep: Class 23 contains 121519 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1050 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15564 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062106.000000 Penalty: 18224.343750
Iteration 445Q: 32 clusters Score -2.306211e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1184 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11932 members 
Mstep: Class 10 contains 32070 members 
Mstep: Class 11 contains 4074 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10380 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177960 members 
Mstep: Class 23 contains 121426 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15663 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062216.000000 Penalty: 18224.343750
Iteration 446Q: 32 clusters Score -2.306222e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11927 members 
Mstep: Class 10 contains 32079 members 
Mstep: Class 11 contains 4086 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10353 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177960 members 
Mstep: Class 23 contains 121344 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1054 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062222.000000 Penalty: 18224.343750
Iteration 447Q: 32 clusters Score -2.306222e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11924 members 
Mstep: Class 10 contains 32092 members 
Mstep: Class 11 contains 4103 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10338 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177956 members 
Mstep: Class 23 contains 121218 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1057 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15872 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062188.000000 Penalty: 18224.343750
Iteration 448Q: 32 clusters Score -2.306219e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11925 members 
Mstep: Class 10 contains 32100 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10327 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177958 members 
Mstep: Class 23 contains 121091 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 15981 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062224.000000 Penalty: 18224.343750
Iteration 449Q: 32 clusters Score -2.306222e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11917 members 
Mstep: Class 10 contains 32105 members 
Mstep: Class 11 contains 4148 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10308 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177977 members 
Mstep: Class 23 contains 120967 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062254.000000 Penalty: 18224.343750
Iteration 450Q: 32 clusters Score -2.306225e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11915 members 
Mstep: Class 10 contains 32112 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4384 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177971 members 
Mstep: Class 23 contains 120855 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16194 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062250.000000 Penalty: 18224.343750
Iteration 451Q: 32 clusters Score -2.306225e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11916 members 
Mstep: Class 10 contains 32115 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4383 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10290 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177973 members 
Mstep: Class 23 contains 120722 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16318 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062214.000000 Penalty: 18224.343750
Iteration 452Q: 32 clusters Score -2.306221e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11922 members 
Mstep: Class 10 contains 32119 members 
Mstep: Class 11 contains 4183 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4383 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10277 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177995 members 
Mstep: Class 23 contains 120596 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16427 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062210.000000 Penalty: 18224.343750
Iteration 453Q: 32 clusters Score -2.306221e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11923 members 
Mstep: Class 10 contains 32123 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4384 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10259 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177999 members 
Mstep: Class 23 contains 120480 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16551 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062184.000000 Penalty: 18224.343750
Iteration 454Q: 32 clusters Score -2.306218e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11922 members 
Mstep: Class 10 contains 32129 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4383 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10253 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 177991 members 
Mstep: Class 23 contains 120344 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1060 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16687 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062172.000000 Penalty: 18224.343750
Iteration 455Q: 32 clusters Score -2.306217e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11919 members 
Mstep: Class 10 contains 32134 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178014 members 
Mstep: Class 23 contains 120197 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16812 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062202.000000 Penalty: 18224.343750
Iteration 456Q: 32 clusters Score -2.30622e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11921 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178044 members 
Mstep: Class 23 contains 120011 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 16953 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062256.000000 Penalty: 18224.343750
Iteration 457Q: 32 clusters Score -2.306226e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 32146 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4380 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10238 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178067 members 
Mstep: Class 23 contains 119821 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 17109 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062280.000000 Penalty: 18224.343750
Iteration 458Q: 32 clusters Score -2.306228e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7040 members 
Mstep: Class 9 contains 11935 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4380 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10226 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178091 members 
Mstep: Class 23 contains 119625 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 17270 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062214.000000 Penalty: 18224.343750
Iteration 459Q: 32 clusters Score -2.306221e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 11941 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178135 members 
Mstep: Class 23 contains 119398 members 
Mstep: Class 24 contains 1393 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 17450 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062202.000000 Penalty: 18224.343750
Iteration 460F: 32 clusters Score -2.30622e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11942 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178170 members 
Mstep: Class 23 contains 119184 members 
Mstep: Class 24 contains 1392 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 17634 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062214.000000 Penalty: 18224.343750
Iteration 461Q: 32 clusters Score -2.306221e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11944 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4371 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10177 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178202 members 
Mstep: Class 23 contains 118966 members 
Mstep: Class 24 contains 1392 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 17827 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062218.000000 Penalty: 18224.343750
Iteration 462Q: 32 clusters Score -2.306222e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 11946 members 
Mstep: Class 10 contains 32160 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178225 members 
Mstep: Class 23 contains 118746 members 
Mstep: Class 24 contains 1392 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 18012 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062224.000000 Penalty: 18224.343750
Iteration 463Q: 32 clusters Score -2.306222e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 4317 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10162 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178242 members 
Mstep: Class 23 contains 118526 members 
Mstep: Class 24 contains 1392 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 18195 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062216.000000 Penalty: 18224.343750
Iteration 464Q: 32 clusters Score -2.306222e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 32173 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10153 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178247 members 
Mstep: Class 23 contains 118335 members 
Mstep: Class 24 contains 1392 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 18356 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062206.000000 Penalty: 18224.343750
Iteration 465Q: 32 clusters Score -2.306221e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11947 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178254 members 
Mstep: Class 23 contains 118140 members 
Mstep: Class 24 contains 1392 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 18533 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062162.000000 Penalty: 18224.343750
Iteration 466Q: 32 clusters Score -2.306216e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11949 members 
Mstep: Class 10 contains 32173 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178263 members 
Mstep: Class 23 contains 117976 members 
Mstep: Class 24 contains 1391 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 18684 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062126.000000 Penalty: 18224.343750
Iteration 467Q: 32 clusters Score -2.306213e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11946 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178280 members 
Mstep: Class 23 contains 117820 members 
Mstep: Class 24 contains 1390 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 18822 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062166.000000 Penalty: 18224.343750
Iteration 468Q: 32 clusters Score -2.306217e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 11942 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 4221 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10094 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178308 members 
Mstep: Class 23 contains 117653 members 
Mstep: Class 24 contains 1390 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 18972 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062240.000000 Penalty: 18224.343750
Iteration 469Q: 32 clusters Score -2.306224e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 11939 members 
Mstep: Class 10 contains 32184 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10084 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178320 members 
Mstep: Class 23 contains 117507 members 
Mstep: Class 24 contains 1390 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1064 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 19089 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062228.000000 Penalty: 18224.343750
Iteration 470Q: 32 clusters Score -2.306223e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 11939 members 
Mstep: Class 10 contains 32188 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10075 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178363 members 
Mstep: Class 23 contains 117331 members 
Mstep: Class 24 contains 1390 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1064 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 19219 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062252.000000 Penalty: 18224.343750
Iteration 471Q: 32 clusters Score -2.306225e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11940 members 
Mstep: Class 10 contains 32195 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 4206 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178392 members 
Mstep: Class 23 contains 117139 members 
Mstep: Class 24 contains 1389 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 19368 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062308.000000 Penalty: 18224.343750
Iteration 472Q: 32 clusters Score -2.306231e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178414 members 
Mstep: Class 23 contains 116963 members 
Mstep: Class 24 contains 1385 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 19508 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062302.000000 Penalty: 18224.343750
Iteration 473Q: 32 clusters Score -2.30623e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11930 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 4533 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178424 members 
Mstep: Class 23 contains 116798 members 
Mstep: Class 24 contains 1384 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 19654 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062340.000000 Penalty: 18224.343750
Iteration 474Q: 32 clusters Score -2.306234e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 11 contains 4554 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178422 members 
Mstep: Class 23 contains 116629 members 
Mstep: Class 24 contains 1383 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 19808 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062368.000000 Penalty: 18224.343750
Iteration 475Q: 32 clusters Score -2.306237e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 11935 members 
Mstep: Class 10 contains 32200 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178424 members 
Mstep: Class 23 contains 116450 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 19972 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062364.000000 Penalty: 18224.343750
Iteration 476Q: 32 clusters Score -2.306236e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 7046 members 
Mstep: Class 9 contains 11940 members 
Mstep: Class 10 contains 32194 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10068 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178474 members 
Mstep: Class 23 contains 116229 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 20138 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062374.000000 Penalty: 18224.343750
Iteration 477Q: 32 clusters Score -2.306237e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 11950 members 
Mstep: Class 10 contains 32181 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 4195 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178506 members 
Mstep: Class 23 contains 116006 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 20308 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062376.000000 Penalty: 18224.343750
Iteration 478Q: 32 clusters Score -2.306238e+07 nChanged 370
Entering ConstructFrom: 
Score: -23062376.000000 Penalty: 18224.343750
Entering ConstructFrom: 
Trying to split cluster 1 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7525.874512 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7525.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7275.941895 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7275.942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7376.271973 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7376.272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7410.234863 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7410.235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7453.157715 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -7453.158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7477.244141 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7477.244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7484.194336 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7484.194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7491.669434 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -7491.669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7521.676270 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -7521.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7547.561035 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -7547.561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7566.522949 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -7566.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7566.522949 Penalty: 470.514038
	Iteration 10F: 3 clusters Score -7566.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11955 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4193 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178536 members 
Mstep: Class 23 contains 115764 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 20477 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 128 members 
Entering Unmasked Estep 
Score: -23062042.000000 Penalty: 18812.224609
Splitting cluster 1 changes total score from -23062376.000000 to -23062042.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -60922.601562 Penalty: 321.173492
	Iteration 0F: 2 clusters Score -60922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -59979.992188 Penalty: 642.346985
	Iteration 0F: 3 clusters Score -59979.99 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -60271.132812 Penalty: 642.346985
	Iteration 1F: 3 clusters Score -60271.13 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60331.347656 Penalty: 642.346985
	Iteration 2F: 3 clusters Score -60331.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60361.046875 Penalty: 642.346985
	Iteration 3F: 3 clusters Score -60361.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -60385.820312 Penalty: 642.346985
	Iteration 4Q: 3 clusters Score -60385.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60420.363281 Penalty: 642.346985
	Iteration 5Q: 3 clusters Score -60420.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60444.855469 Penalty: 642.346985
	Iteration 6Q: 3 clusters Score -60444.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60468.378906 Penalty: 642.346985
	Iteration 7Q: 3 clusters Score -60468.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -60482.941406 Penalty: 642.346985
	Iteration 8Q: 3 clusters Score -60482.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60498.378906 Penalty: 642.346985
	Iteration 9Q: 3 clusters Score -60498.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60508.527344 Penalty: 642.346985
	Iteration 10Q: 3 clusters Score -60508.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60516.316406 Penalty: 642.346985
	Iteration 11Q: 3 clusters Score -60516.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -60527.539062 Penalty: 642.346985
	Iteration 12Q: 3 clusters Score -60527.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -60537.574219 Penalty: 642.346985
	Iteration 13Q: 3 clusters Score -60537.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -60539.839844 Penalty: 642.346985
	Iteration 14Q: 3 clusters Score -60539.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60542.160156 Penalty: 642.346985
	Iteration 15Q: 3 clusters Score -60542.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -60544.777344 Penalty: 642.346985
	Iteration 16Q: 3 clusters Score -60544.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60549.109375 Penalty: 642.346985
	Iteration 17Q: 3 clusters Score -60549.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60552.042969 Penalty: 642.346985
	Iteration 18Q: 3 clusters Score -60552.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60555.539062 Penalty: 642.346985
	Iteration 19Q: 3 clusters Score -60555.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60559.777344 Penalty: 642.346985
	Iteration 20F: 3 clusters Score -60559.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60563.582031 Penalty: 642.346985
	Iteration 21Q: 3 clusters Score -60563.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60567.714844 Penalty: 642.346985
	Iteration 22Q: 3 clusters Score -60567.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -60571.820312 Penalty: 642.346985
	Iteration 23Q: 3 clusters Score -60571.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60578.195312 Penalty: 642.346985
	Iteration 24Q: 3 clusters Score -60578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60586.371094 Penalty: 642.346985
	Iteration 25Q: 3 clusters Score -60586.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60591.917969 Penalty: 642.346985
	Iteration 26Q: 3 clusters Score -60591.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -60597.312500 Penalty: 642.346985
	Iteration 27Q: 3 clusters Score -60597.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60602.890625 Penalty: 642.346985
	Iteration 28Q: 3 clusters Score -60602.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60605.125000 Penalty: 642.346985
	Iteration 29Q: 3 clusters Score -60605.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60608.062500 Penalty: 642.346985
	Iteration 30Q: 3 clusters Score -60608.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -60609.519531 Penalty: 642.346985
	Iteration 31Q: 3 clusters Score -60609.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60610.597656 Penalty: 642.346985
	Iteration 32Q: 3 clusters Score -60610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -60611.179688 Penalty: 642.346985
	Iteration 33Q: 3 clusters Score -60611.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60611.437500 Penalty: 642.346985
	Iteration 34Q: 3 clusters Score -60611.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60611.726562 Penalty: 642.346985
	Iteration 35Q: 3 clusters Score -60611.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60611.906250 Penalty: 642.346985
	Iteration 36Q: 3 clusters Score -60611.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60612.214844 Penalty: 642.346985
	Iteration 37Q: 3 clusters Score -60612.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60613.539062 Penalty: 642.346985
	Iteration 38Q: 3 clusters Score -60613.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60615.292969 Penalty: 642.346985
	Iteration 39Q: 3 clusters Score -60615.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60616.546875 Penalty: 642.346985
	Iteration 40F: 3 clusters Score -60616.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60617.917969 Penalty: 642.346985
	Iteration 41Q: 3 clusters Score -60617.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60623.078125 Penalty: 642.346985
	Iteration 42Q: 3 clusters Score -60623.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60624.679688 Penalty: 642.346985
	Iteration 43Q: 3 clusters Score -60624.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60624.781250 Penalty: 642.346985
	Iteration 44Q: 3 clusters Score -60624.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60624.781250 Penalty: 642.346985
	Iteration 45F: 3 clusters Score -60624.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -94130.593750 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -94130.59 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 837 members 
Entering Unmasked Estep 
Score: -92848.703125 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92848.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -93246.523438 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93246.52 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93294.312500 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -93294.31 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -93327.179688 Penalty: 676.194336
	Iteration 3Q: 3 clusters Score -93327.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93359.367188 Penalty: 676.194336
	Iteration 4Q: 3 clusters Score -93359.37 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -93411.796875 Penalty: 676.194336
	Iteration 5Q: 3 clusters Score -93411.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93465.039062 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -93465.04 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93526.578125 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -93526.58 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93606.726562 Penalty: 676.194336
	Iteration 8F: 3 clusters Score -93606.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93696.492188 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -93696.49 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -93768.945312 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -93768.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -93827.500000 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -93827.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -93879.507812 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -93879.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -93911.328125 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -93911.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -93924.039062 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -93924.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -93927.257812 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -93927.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -93930.109375 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -93930.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -93934.101562 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -93934.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -93939.210938 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -93939.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -93944.156250 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -93944.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -93945.960938 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -93945.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -93946.023438 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -93946.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -93946.023438 Penalty: 676.194336
	Iteration 22F: 3 clusters Score -93946.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -6423.940918 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -6423.941 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 72 members 
Entering Unmasked Estep 
Score: -6186.295898 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6186.296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6225.229004 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6225.229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6261.186523 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -6261.187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6278.306641 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6278.307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6282.884766 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6282.885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6284.538574 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -6284.539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6286.770020 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -6286.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6287.676270 Penalty: 442.242920
	Iteration 7Q: 3 clusters Score -6287.676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6288.145508 Penalty: 442.242920
	Iteration 8Q: 3 clusters Score -6288.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6288.145508 Penalty: 442.242920
	Iteration 9F: 3 clusters Score -6288.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -21011.132812 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -21011.13 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 170 members 
Entering Unmasked Estep 
Score: -20618.636719 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -20618.64 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20708.564453 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -20708.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20728.636719 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -20728.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20740.330078 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -20740.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20748.466797 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -20748.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20752.343750 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -20752.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20757.212891 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -20757.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20759.402344 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -20759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20760.089844 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -20760.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20760.818359 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -20760.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20760.818359 Penalty: 533.071899
	Iteration 10F: 3 clusters Score -20760.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -11427.169922 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -11427.17 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 98 members 
Entering Unmasked Estep 
Score: -11131.712891 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -11131.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11188.804688 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -11188.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11220.898438 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -11220.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11241.771484 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -11241.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11251.665039 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -11251.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11266.006836 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -11266.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11273.605469 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -11273.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11273.605469 Penalty: 488.728058
	Iteration 7F: 3 clusters Score -11273.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -69297.039062 Penalty: 322.749908
	Iteration 0F: 2 clusters Score -69297.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68332.515625 Penalty: 645.499817
	Iteration 0F: 3 clusters Score -68332.52 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -68604.171875 Penalty: 645.499817
	Iteration 1F: 3 clusters Score -68604.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -68655.335938 Penalty: 645.499817
	Iteration 2F: 3 clusters Score -68655.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -68710.750000 Penalty: 645.499817
	Iteration 3F: 3 clusters Score -68710.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68771.796875 Penalty: 645.499817
	Iteration 4F: 3 clusters Score -68771.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -68823.828125 Penalty: 645.499817
	Iteration 5F: 3 clusters Score -68823.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -68860.929688 Penalty: 645.499817
	Iteration 6Q: 3 clusters Score -68860.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -68885.398438 Penalty: 645.499817
	Iteration 7Q: 3 clusters Score -68885.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -68910.796875 Penalty: 645.499817
	Iteration 8Q: 3 clusters Score -68910.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68938.843750 Penalty: 645.499817
	Iteration 9Q: 3 clusters Score -68938.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -68963.765625 Penalty: 645.499817
	Iteration 10Q: 3 clusters Score -68963.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -68980.445312 Penalty: 645.499817
	Iteration 11Q: 3 clusters Score -68980.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -68988.234375 Penalty: 645.499817
	Iteration 12Q: 3 clusters Score -68988.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -68997.492188 Penalty: 645.499817
	Iteration 13Q: 3 clusters Score -68997.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -69007.023438 Penalty: 645.499817
	Iteration 14Q: 3 clusters Score -69007.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -69015.187500 Penalty: 645.499817
	Iteration 15Q: 3 clusters Score -69015.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -69023.046875 Penalty: 645.499817
	Iteration 16Q: 3 clusters Score -69023.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -69034.773438 Penalty: 645.499817
	Iteration 17Q: 3 clusters Score -69034.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -69042.703125 Penalty: 645.499817
	Iteration 18Q: 3 clusters Score -69042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -69048.101562 Penalty: 645.499817
	Iteration 19Q: 3 clusters Score -69048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -69050.546875 Penalty: 645.499817
	Iteration 20F: 3 clusters Score -69050.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -69052.617188 Penalty: 645.499817
	Iteration 21Q: 3 clusters Score -69052.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -69054.601562 Penalty: 645.499817
	Iteration 22Q: 3 clusters Score -69054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -69055.648438 Penalty: 645.499817
	Iteration 23Q: 3 clusters Score -69055.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -69056.250000 Penalty: 645.499817
	Iteration 24Q: 3 clusters Score -69056.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -69056.757812 Penalty: 645.499817
	Iteration 25Q: 3 clusters Score -69056.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -69056.757812 Penalty: 645.499817
	Iteration 26F: 3 clusters Score -69056.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -386947.718750 Penalty: 403.120453
	Iteration 0F: 2 clusters Score -386947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -382261.468750 Penalty: 806.240906
	Iteration 0F: 3 clusters Score -382261.5 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -384126.125000 Penalty: 806.240906
	Iteration 1F: 3 clusters Score -384126.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -384387.968750 Penalty: 806.240906
	Iteration 2F: 3 clusters Score -384388 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -384735.343750 Penalty: 806.240906
	Iteration 3F: 3 clusters Score -384735.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -385182.437500 Penalty: 806.240906
	Iteration 4F: 3 clusters Score -385182.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -385650.312500 Penalty: 806.240906
	Iteration 5F: 3 clusters Score -385650.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -386004.125000 Penalty: 806.240906
	Iteration 6F: 3 clusters Score -386004.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -386261.000000 Penalty: 806.240906
	Iteration 7Q: 3 clusters Score -386261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -386392.593750 Penalty: 806.240906
	Iteration 8Q: 3 clusters Score -386392.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -386470.562500 Penalty: 806.240906
	Iteration 9Q: 3 clusters Score -386470.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -386513.468750 Penalty: 806.240906
	Iteration 10Q: 3 clusters Score -386513.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -386537.875000 Penalty: 806.240906
	Iteration 11Q: 3 clusters Score -386537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -386560.218750 Penalty: 806.240906
	Iteration 12Q: 3 clusters Score -386560.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -386580.375000 Penalty: 806.240906
	Iteration 13Q: 3 clusters Score -386580.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -386597.968750 Penalty: 806.240906
	Iteration 14Q: 3 clusters Score -386598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -386606.406250 Penalty: 806.240906
	Iteration 15Q: 3 clusters Score -386606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -386612.875000 Penalty: 806.240906
	Iteration 16Q: 3 clusters Score -386612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -386618.343750 Penalty: 806.240906
	Iteration 17Q: 3 clusters Score -386618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -386624.156250 Penalty: 806.240906
	Iteration 18Q: 3 clusters Score -386624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -386628.968750 Penalty: 806.240906
	Iteration 19Q: 3 clusters Score -386629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -386633.062500 Penalty: 806.240906
	Iteration 20F: 3 clusters Score -386633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -386636.312500 Penalty: 806.240906
	Iteration 21Q: 3 clusters Score -386636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -386637.781250 Penalty: 806.240906
	Iteration 22Q: 3 clusters Score -386637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -386637.781250 Penalty: 806.240906
	Iteration 23F: 3 clusters Score -386637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Entering Unmasked Estep 
Score: -692659.062500 Penalty: 427.195160
	Iteration 0F: 2 clusters Score -692659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -684670.187500 Penalty: 854.390320
	Iteration 0F: 3 clusters Score -684670.2 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -687892.000000 Penalty: 854.390320
	Iteration 1F: 3 clusters Score -687892 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -688211.562500 Penalty: 854.390320
	Iteration 2F: 3 clusters Score -688211.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -688558.187500 Penalty: 854.390320
	Iteration 3F: 3 clusters Score -688558.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -689024.500000 Penalty: 854.390320
	Iteration 4F: 3 clusters Score -689024.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -689649.562500 Penalty: 854.390320
	Iteration 5F: 3 clusters Score -689649.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -690267.687500 Penalty: 854.390320
	Iteration 6F: 3 clusters Score -690267.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -690753.312500 Penalty: 854.390320
	Iteration 7Q: 3 clusters Score -690753.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -691104.062500 Penalty: 854.390320
	Iteration 8Q: 3 clusters Score -691104.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -691323.562500 Penalty: 854.390320
	Iteration 9Q: 3 clusters Score -691323.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -691498.625000 Penalty: 854.390320
	Iteration 10Q: 3 clusters Score -691498.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -691641.562500 Penalty: 854.390320
	Iteration 11Q: 3 clusters Score -691641.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -691745.937500 Penalty: 854.390320
	Iteration 12Q: 3 clusters Score -691745.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -691842.000000 Penalty: 854.390320
	Iteration 13Q: 3 clusters Score -691842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -691926.500000 Penalty: 854.390320
	Iteration 14Q: 3 clusters Score -691926.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -692011.812500 Penalty: 854.390320
	Iteration 15Q: 3 clusters Score -692011.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -692096.875000 Penalty: 854.390320
	Iteration 16Q: 3 clusters Score -692096.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -692173.250000 Penalty: 854.390320
	Iteration 17Q: 3 clusters Score -692173.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -692226.562500 Penalty: 854.390320
	Iteration 18Q: 3 clusters Score -692226.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -692250.125000 Penalty: 854.390320
	Iteration 19Q: 3 clusters Score -692250.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -692269.187500 Penalty: 854.390320
	Iteration 20F: 3 clusters Score -692269.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -692282.312500 Penalty: 854.390320
	Iteration 21Q: 3 clusters Score -692282.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -692289.062500 Penalty: 854.390320
	Iteration 22Q: 3 clusters Score -692289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -692296.125000 Penalty: 854.390320
	Iteration 23Q: 3 clusters Score -692296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -692298.687500 Penalty: 854.390320
	Iteration 24Q: 3 clusters Score -692298.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -692300.125000 Penalty: 854.390320
	Iteration 25Q: 3 clusters Score -692300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -692301.312500 Penalty: 854.390320
	Iteration 26Q: 3 clusters Score -692301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -692302.937500 Penalty: 854.390320
	Iteration 27Q: 3 clusters Score -692302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -692303.937500 Penalty: 854.390320
	Iteration 28Q: 3 clusters Score -692303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -692304.625000 Penalty: 854.390320
	Iteration 29Q: 3 clusters Score -692304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -692305.375000 Penalty: 854.390320
	Iteration 30Q: 3 clusters Score -692305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -692305.062500 Penalty: 854.390320
	Iteration 31Q: 3 clusters Score -692305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -692306.187500 Penalty: 854.390320
	Iteration 32Q: 3 clusters Score -692306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -692307.187500 Penalty: 854.390320
	Iteration 33Q: 3 clusters Score -692307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -692307.187500 Penalty: 854.390320
	Iteration 34F: 3 clusters Score -692307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Entering Unmasked Estep 
Score: -1806086.500000 Penalty: 472.240570
	Iteration 0F: 2 clusters Score -1806086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1784553.250000 Penalty: 944.481140
	Iteration 0F: 3 clusters Score -1784553 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1795190.750000 Penalty: 944.481140
	Iteration 1F: 3 clusters Score -1795191 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1796797.375000 Penalty: 944.481140
	Iteration 2F: 3 clusters Score -1796797 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1798714.250000 Penalty: 944.481140
	Iteration 3F: 3 clusters Score -1798714 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1800666.625000 Penalty: 944.481140
	Iteration 4F: 3 clusters Score -1800667 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1802394.375000 Penalty: 944.481140
	Iteration 5F: 3 clusters Score -1802394 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1803643.875000 Penalty: 944.481140
	Iteration 6Q: 3 clusters Score -1803644 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1804311.000000 Penalty: 944.481140
	Iteration 7Q: 3 clusters Score -1804311 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1804653.375000 Penalty: 944.481140
	Iteration 8Q: 3 clusters Score -1804653 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1804847.750000 Penalty: 944.481140
	Iteration 9Q: 3 clusters Score -1804848 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1805012.125000 Penalty: 944.481140
	Iteration 10Q: 3 clusters Score -1805012 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1805152.500000 Penalty: 944.481140
	Iteration 11Q: 3 clusters Score -1805152 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1805261.500000 Penalty: 944.481140
	Iteration 12Q: 3 clusters Score -1805262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1805343.875000 Penalty: 944.481140
	Iteration 13Q: 3 clusters Score -1805344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1805392.750000 Penalty: 944.481140
	Iteration 14Q: 3 clusters Score -1805393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1805431.500000 Penalty: 944.481140
	Iteration 15Q: 3 clusters Score -1805432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1805463.375000 Penalty: 944.481140
	Iteration 16Q: 3 clusters Score -1805463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1805482.375000 Penalty: 944.481140
	Iteration 17Q: 3 clusters Score -1805482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1805499.750000 Penalty: 944.481140
	Iteration 18Q: 3 clusters Score -1805500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1805507.875000 Penalty: 944.481140
	Iteration 19Q: 3 clusters Score -1805508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1805529.625000 Penalty: 944.481140
	Iteration 20F: 3 clusters Score -1805530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1805544.125000 Penalty: 944.481140
	Iteration 21Q: 3 clusters Score -1805544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1805570.625000 Penalty: 944.481140
	Iteration 22Q: 3 clusters Score -1805571 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1805590.625000 Penalty: 944.481140
	Iteration 23Q: 3 clusters Score -1805591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1805603.000000 Penalty: 944.481140
	Iteration 24Q: 3 clusters Score -1805603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1805610.375000 Penalty: 944.481140
	Iteration 25Q: 3 clusters Score -1805610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1805621.500000 Penalty: 944.481140
	Iteration 26Q: 3 clusters Score -1805622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1805620.500000 Penalty: 944.481140
	Iteration 27Q: 3 clusters Score -1805620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1805622.500000 Penalty: 944.481140
	Iteration 28Q: 3 clusters Score -1805622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1805623.125000 Penalty: 944.481140
	Iteration 29Q: 3 clusters Score -1805623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1805623.625000 Penalty: 944.481140
	Iteration 30Q: 3 clusters Score -1805624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1805626.750000 Penalty: 944.481140
	Iteration 31Q: 3 clusters Score -1805627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1805626.000000 Penalty: 944.481140
	Iteration 32Q: 3 clusters Score -1805626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1805627.250000 Penalty: 944.481140
	Iteration 33Q: 3 clusters Score -1805627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1805624.625000 Penalty: 944.481140
	Iteration 34Q: 3 clusters Score -1805625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1805627.000000 Penalty: 944.481140
	Iteration 35Q: 3 clusters Score -1805627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1805631.250000 Penalty: 944.481140
	Iteration 36Q: 3 clusters Score -1805631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1805630.375000 Penalty: 944.481140
	Iteration 37Q: 3 clusters Score -1805630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1805631.000000 Penalty: 944.481140
	Iteration 38Q: 3 clusters Score -1805631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1805634.000000 Penalty: 944.481140
	Iteration 39Q: 3 clusters Score -1805634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1805633.625000 Penalty: 944.481140
	Iteration 40F: 3 clusters Score -1805634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1805637.250000 Penalty: 944.481140
	Iteration 41Q: 3 clusters Score -1805637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1805637.875000 Penalty: 944.481140
	Iteration 42Q: 3 clusters Score -1805638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1805637.875000 Penalty: 944.481140
	Iteration 43Q: 3 clusters Score -1805638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1805638.375000 Penalty: 944.481140
	Iteration 44Q: 3 clusters Score -1805638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1805640.375000 Penalty: 944.481140
	Iteration 45Q: 3 clusters Score -1805640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1805643.250000 Penalty: 944.481140
	Iteration 46Q: 3 clusters Score -1805643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1805644.750000 Penalty: 944.481140
	Iteration 47Q: 3 clusters Score -1805645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1805645.000000 Penalty: 944.481140
	Iteration 48Q: 3 clusters Score -1805645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1805643.250000 Penalty: 944.481140
	Iteration 49Q: 3 clusters Score -1805643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1805644.125000 Penalty: 944.481140
	Iteration 50Q: 3 clusters Score -1805644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1805643.625000 Penalty: 944.481140
	Iteration 51Q: 3 clusters Score -1805644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1805643.375000 Penalty: 944.481140
	Iteration 52Q: 3 clusters Score -1805643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1805643.250000 Penalty: 944.481140
	Iteration 53Q: 3 clusters Score -1805643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1805642.625000 Penalty: 944.481140
	Iteration 54Q: 3 clusters Score -1805643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1805641.625000 Penalty: 944.481140
	Iteration 55Q: 3 clusters Score -1805642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1805641.125000 Penalty: 944.481140
	Iteration 56Q: 3 clusters Score -1805641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1805640.500000 Penalty: 944.481140
	Iteration 57Q: 3 clusters Score -1805640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1805640.375000 Penalty: 944.481140
	Iteration 58Q: 3 clusters Score -1805640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1805645.250000 Penalty: 944.481140
	Iteration 59Q: 3 clusters Score -1805645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1805645.500000 Penalty: 944.481140
	Iteration 60F: 3 clusters Score -1805646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1805647.125000 Penalty: 944.481140
	Iteration 61Q: 3 clusters Score -1805647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1805649.375000 Penalty: 944.481140
	Iteration 62Q: 3 clusters Score -1805649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1805647.000000 Penalty: 944.481140
	Iteration 63Q: 3 clusters Score -1805647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1805646.000000 Penalty: 944.481140
	Iteration 64Q: 3 clusters Score -1805646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1805645.875000 Penalty: 944.481140
	Iteration 65Q: 3 clusters Score -1805646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1805646.375000 Penalty: 944.481140
	Iteration 66Q: 3 clusters Score -1805646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1805646.375000 Penalty: 944.481140
	Iteration 67F: 3 clusters Score -1805646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Entering Unmasked Estep 
Score: -282839.218750 Penalty: 384.122559
	Iteration 0F: 2 clusters Score -282839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -279680.468750 Penalty: 768.245117
	Iteration 0F: 3 clusters Score -279680.5 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -280856.093750 Penalty: 768.245117
	Iteration 1F: 3 clusters Score -280856.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -280991.187500 Penalty: 768.245117
	Iteration 2F: 3 clusters Score -280991.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -281134.281250 Penalty: 768.245117
	Iteration 3F: 3 clusters Score -281134.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -281279.531250 Penalty: 768.245117
	Iteration 4Q: 3 clusters Score -281279.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -281418.750000 Penalty: 768.245117
	Iteration 5Q: 3 clusters Score -281418.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -281574.156250 Penalty: 768.245117
	Iteration 6Q: 3 clusters Score -281574.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -281761.875000 Penalty: 768.245117
	Iteration 7Q: 3 clusters Score -281761.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -281920.656250 Penalty: 768.245117
	Iteration 8Q: 3 clusters Score -281920.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -282025.281250 Penalty: 768.245117
	Iteration 9Q: 3 clusters Score -282025.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -282095.281250 Penalty: 768.245117
	Iteration 10Q: 3 clusters Score -282095.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -282154.687500 Penalty: 768.245117
	Iteration 11Q: 3 clusters Score -282154.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -282205.125000 Penalty: 768.245117
	Iteration 12Q: 3 clusters Score -282205.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -282242.000000 Penalty: 768.245117
	Iteration 13Q: 3 clusters Score -282242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -282263.843750 Penalty: 768.245117
	Iteration 14Q: 3 clusters Score -282263.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -282293.687500 Penalty: 768.245117
	Iteration 15Q: 3 clusters Score -282293.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -282321.968750 Penalty: 768.245117
	Iteration 16Q: 3 clusters Score -282322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -282354.250000 Penalty: 768.245117
	Iteration 17Q: 3 clusters Score -282354.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -282383.906250 Penalty: 768.245117
	Iteration 18Q: 3 clusters Score -282383.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -282407.000000 Penalty: 768.245117
	Iteration 19Q: 3 clusters Score -282407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -282421.000000 Penalty: 768.245117
	Iteration 20F: 3 clusters Score -282421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -282430.093750 Penalty: 768.245117
	Iteration 21Q: 3 clusters Score -282430.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -282437.875000 Penalty: 768.245117
	Iteration 22Q: 3 clusters Score -282437.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -282443.750000 Penalty: 768.245117
	Iteration 23Q: 3 clusters Score -282443.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -282447.656250 Penalty: 768.245117
	Iteration 24Q: 3 clusters Score -282447.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -282455.656250 Penalty: 768.245117
	Iteration 25Q: 3 clusters Score -282455.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -282459.406250 Penalty: 768.245117
	Iteration 26Q: 3 clusters Score -282459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -282462.000000 Penalty: 768.245117
	Iteration 27Q: 3 clusters Score -282462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -282464.937500 Penalty: 768.245117
	Iteration 28Q: 3 clusters Score -282464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -282465.843750 Penalty: 768.245117
	Iteration 29Q: 3 clusters Score -282465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -282467.218750 Penalty: 768.245117
	Iteration 30Q: 3 clusters Score -282467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -282470.937500 Penalty: 768.245117
	Iteration 31Q: 3 clusters Score -282470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -282474.062500 Penalty: 768.245117
	Iteration 32Q: 3 clusters Score -282474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -282475.781250 Penalty: 768.245117
	Iteration 33Q: 3 clusters Score -282475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -282477.062500 Penalty: 768.245117
	Iteration 34Q: 3 clusters Score -282477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -282478.468750 Penalty: 768.245117
	Iteration 35Q: 3 clusters Score -282478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -282479.500000 Penalty: 768.245117
	Iteration 36Q: 3 clusters Score -282479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -282480.656250 Penalty: 768.245117
	Iteration 37Q: 3 clusters Score -282480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -282482.781250 Penalty: 768.245117
	Iteration 38Q: 3 clusters Score -282482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -282483.812500 Penalty: 768.245117
	Iteration 39Q: 3 clusters Score -282483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -282485.375000 Penalty: 768.245117
	Iteration 40F: 3 clusters Score -282485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -282486.406250 Penalty: 768.245117
	Iteration 41Q: 3 clusters Score -282486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -282486.968750 Penalty: 768.245117
	Iteration 42Q: 3 clusters Score -282487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -282487.281250 Penalty: 768.245117
	Iteration 43Q: 3 clusters Score -282487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -282489.093750 Penalty: 768.245117
	Iteration 44Q: 3 clusters Score -282489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -282489.750000 Penalty: 768.245117
	Iteration 45Q: 3 clusters Score -282489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -282490.906250 Penalty: 768.245117
	Iteration 46Q: 3 clusters Score -282490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -282492.656250 Penalty: 768.245117
	Iteration 47Q: 3 clusters Score -282492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -282493.812500 Penalty: 768.245117
	Iteration 48Q: 3 clusters Score -282493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -282494.656250 Penalty: 768.245117
	Iteration 49Q: 3 clusters Score -282494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -282495.406250 Penalty: 768.245117
	Iteration 50Q: 3 clusters Score -282495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -282496.687500 Penalty: 768.245117
	Iteration 51Q: 3 clusters Score -282496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -282500.125000 Penalty: 768.245117
	Iteration 52Q: 3 clusters Score -282500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -282501.750000 Penalty: 768.245117
	Iteration 53Q: 3 clusters Score -282501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -282502.562500 Penalty: 768.245117
	Iteration 54Q: 3 clusters Score -282502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -282502.562500 Penalty: 768.245117
	Iteration 55F: 3 clusters Score -282502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -11538.054688 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -11538.05 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 121 members 
Entering Unmasked Estep 
Score: -11226.119141 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -11226.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11346.628906 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -11346.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11386.977539 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -11386.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11415.464844 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -11415.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11479.913086 Penalty: 501.722015
	Iteration 4F: 3 clusters Score -11479.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11538.669922 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -11538.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11558.732422 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -11558.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11558.732422 Penalty: 501.722015
	Iteration 7F: 3 clusters Score -11558.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11955 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4193 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178536 members 
Mstep: Class 23 contains 115764 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 20477 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 115 members 
Entering Unmasked Estep 
Score: -23062064.000000 Penalty: 18812.224609
Splitting cluster 12 changes total score from -23062376.000000 to -23062064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -248287.437500 Penalty: 381.133057
	Iteration 0F: 2 clusters Score -248287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -245289.390625 Penalty: 762.266113
	Iteration 0F: 3 clusters Score -245289.4 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -246347.656250 Penalty: 762.266113
	Iteration 1F: 3 clusters Score -246347.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -246472.703125 Penalty: 762.266113
	Iteration 2F: 3 clusters Score -246472.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -246637.109375 Penalty: 762.266113
	Iteration 3F: 3 clusters Score -246637.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -246885.531250 Penalty: 762.266113
	Iteration 4F: 3 clusters Score -246885.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -247211.359375 Penalty: 762.266113
	Iteration 5F: 3 clusters Score -247211.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -247537.328125 Penalty: 762.266113
	Iteration 6F: 3 clusters Score -247537.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -247755.437500 Penalty: 762.266113
	Iteration 7F: 3 clusters Score -247755.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -247870.921875 Penalty: 762.266113
	Iteration 8Q: 3 clusters Score -247870.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -247933.906250 Penalty: 762.266113
	Iteration 9Q: 3 clusters Score -247933.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -247979.171875 Penalty: 762.266113
	Iteration 10Q: 3 clusters Score -247979.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -248020.968750 Penalty: 762.266113
	Iteration 11Q: 3 clusters Score -248021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -248045.140625 Penalty: 762.266113
	Iteration 12Q: 3 clusters Score -248045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -248057.640625 Penalty: 762.266113
	Iteration 13Q: 3 clusters Score -248057.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -248063.890625 Penalty: 762.266113
	Iteration 14Q: 3 clusters Score -248063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -248064.984375 Penalty: 762.266113
	Iteration 15Q: 3 clusters Score -248065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -248065.843750 Penalty: 762.266113
	Iteration 16Q: 3 clusters Score -248065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -248065.937500 Penalty: 762.266113
	Iteration 17Q: 3 clusters Score -248065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -248066.468750 Penalty: 762.266113
	Iteration 18Q: 3 clusters Score -248066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -248067.046875 Penalty: 762.266113
	Iteration 19Q: 3 clusters Score -248067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -248067.203125 Penalty: 762.266113
	Iteration 20F: 3 clusters Score -248067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -248067.265625 Penalty: 762.266113
	Iteration 21Q: 3 clusters Score -248067.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -248067.265625 Penalty: 762.266113
	Iteration 22F: 3 clusters Score -248067.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -236992.984375 Penalty: 379.523346
	Iteration 0F: 2 clusters Score -236993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -234148.968750 Penalty: 759.046692
	Iteration 0F: 3 clusters Score -234149 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -235136.421875 Penalty: 759.046692
	Iteration 1F: 3 clusters Score -235136.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -235209.750000 Penalty: 759.046692
	Iteration 2F: 3 clusters Score -235209.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -235295.718750 Penalty: 759.046692
	Iteration 3Q: 3 clusters Score -235295.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -235390.578125 Penalty: 759.046692
	Iteration 4Q: 3 clusters Score -235390.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -235491.046875 Penalty: 759.046692
	Iteration 5Q: 3 clusters Score -235491 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -235609.281250 Penalty: 759.046692
	Iteration 6F: 3 clusters Score -235609.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -235728.531250 Penalty: 759.046692
	Iteration 7F: 3 clusters Score -235728.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -235856.203125 Penalty: 759.046692
	Iteration 8Q: 3 clusters Score -235856.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -235982.937500 Penalty: 759.046692
	Iteration 9Q: 3 clusters Score -235982.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -236083.703125 Penalty: 759.046692
	Iteration 10Q: 3 clusters Score -236083.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -236177.828125 Penalty: 759.046692
	Iteration 11Q: 3 clusters Score -236177.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -236250.203125 Penalty: 759.046692
	Iteration 12Q: 3 clusters Score -236250.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -236292.031250 Penalty: 759.046692
	Iteration 13Q: 3 clusters Score -236292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -236312.859375 Penalty: 759.046692
	Iteration 14Q: 3 clusters Score -236312.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -236327.890625 Penalty: 759.046692
	Iteration 15Q: 3 clusters Score -236327.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -236339.296875 Penalty: 759.046692
	Iteration 16Q: 3 clusters Score -236339.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -236352.078125 Penalty: 759.046692
	Iteration 17Q: 3 clusters Score -236352.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -236373.031250 Penalty: 759.046692
	Iteration 18Q: 3 clusters Score -236373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -236388.328125 Penalty: 759.046692
	Iteration 19Q: 3 clusters Score -236388.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -236408.593750 Penalty: 759.046692
	Iteration 20F: 3 clusters Score -236408.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -236423.796875 Penalty: 759.046692
	Iteration 21Q: 3 clusters Score -236423.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -236439.484375 Penalty: 759.046692
	Iteration 22Q: 3 clusters Score -236439.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -236454.359375 Penalty: 759.046692
	Iteration 23Q: 3 clusters Score -236454.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -236466.515625 Penalty: 759.046692
	Iteration 24Q: 3 clusters Score -236466.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -236480.781250 Penalty: 759.046692
	Iteration 25Q: 3 clusters Score -236480.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -236493.546875 Penalty: 759.046692
	Iteration 26Q: 3 clusters Score -236493.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -236502.640625 Penalty: 759.046692
	Iteration 27Q: 3 clusters Score -236502.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -236509.781250 Penalty: 759.046692
	Iteration 28Q: 3 clusters Score -236509.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -236518.718750 Penalty: 759.046692
	Iteration 29Q: 3 clusters Score -236518.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -236524.109375 Penalty: 759.046692
	Iteration 30Q: 3 clusters Score -236524.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -236531.781250 Penalty: 759.046692
	Iteration 31Q: 3 clusters Score -236531.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -236540.203125 Penalty: 759.046692
	Iteration 32Q: 3 clusters Score -236540.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -236549.703125 Penalty: 759.046692
	Iteration 33Q: 3 clusters Score -236549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -236558.390625 Penalty: 759.046692
	Iteration 34Q: 3 clusters Score -236558.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -236571.328125 Penalty: 759.046692
	Iteration 35Q: 3 clusters Score -236571.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -236579.453125 Penalty: 759.046692
	Iteration 36Q: 3 clusters Score -236579.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -236588.078125 Penalty: 759.046692
	Iteration 37Q: 3 clusters Score -236588.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -236598.984375 Penalty: 759.046692
	Iteration 38Q: 3 clusters Score -236599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -236608.062500 Penalty: 759.046692
	Iteration 39Q: 3 clusters Score -236608.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -236614.062500 Penalty: 759.046692
	Iteration 40F: 3 clusters Score -236614.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -236620.078125 Penalty: 759.046692
	Iteration 41Q: 3 clusters Score -236620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -236624.921875 Penalty: 759.046692
	Iteration 42Q: 3 clusters Score -236624.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -236631.765625 Penalty: 759.046692
	Iteration 43Q: 3 clusters Score -236631.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -236637.812500 Penalty: 759.046692
	Iteration 44Q: 3 clusters Score -236637.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -236642.140625 Penalty: 759.046692
	Iteration 45Q: 3 clusters Score -236642.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -236648.125000 Penalty: 759.046692
	Iteration 46Q: 3 clusters Score -236648.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -236651.890625 Penalty: 759.046692
	Iteration 47Q: 3 clusters Score -236651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -236655.703125 Penalty: 759.046692
	Iteration 48Q: 3 clusters Score -236655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -236660.234375 Penalty: 759.046692
	Iteration 49Q: 3 clusters Score -236660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -236664.062500 Penalty: 759.046692
	Iteration 50Q: 3 clusters Score -236664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -236668.031250 Penalty: 759.046692
	Iteration 51Q: 3 clusters Score -236668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -236670.937500 Penalty: 759.046692
	Iteration 52Q: 3 clusters Score -236670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -236671.921875 Penalty: 759.046692
	Iteration 53Q: 3 clusters Score -236671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -236672.062500 Penalty: 759.046692
	Iteration 54Q: 3 clusters Score -236672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -236672.546875 Penalty: 759.046692
	Iteration 55Q: 3 clusters Score -236672.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -236672.546875 Penalty: 759.046692
	Iteration 56F: 3 clusters Score -236672.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6970.758789 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6970.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6746.419922 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6746.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6806.412109 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6806.412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6818.086426 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6818.086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6829.503418 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6829.503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6849.522461 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6849.522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6867.353027 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6867.353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6893.519043 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6893.519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6910.085938 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6910.086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6910.085938 Penalty: 449.037140
	Iteration 8F: 3 clusters Score -6910.086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -641184.687500 Penalty: 419.464630
	Iteration 0F: 2 clusters Score -641184.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -634520.000000 Penalty: 838.929260
	Iteration 0F: 3 clusters Score -634520 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -637643.875000 Penalty: 838.929260
	Iteration 1F: 3 clusters Score -637643.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -638308.187500 Penalty: 838.929260
	Iteration 2F: 3 clusters Score -638308.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -639107.187500 Penalty: 838.929260
	Iteration 3F: 3 clusters Score -639107.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -639814.312500 Penalty: 838.929260
	Iteration 4F: 3 clusters Score -639814.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -640164.562500 Penalty: 838.929260
	Iteration 5F: 3 clusters Score -640164.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -640262.562500 Penalty: 838.929260
	Iteration 6Q: 3 clusters Score -640262.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -640309.687500 Penalty: 838.929260
	Iteration 7Q: 3 clusters Score -640309.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -640335.062500 Penalty: 838.929260
	Iteration 8Q: 3 clusters Score -640335.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -640356.937500 Penalty: 838.929260
	Iteration 9Q: 3 clusters Score -640356.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -640384.625000 Penalty: 838.929260
	Iteration 10Q: 3 clusters Score -640384.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -640412.562500 Penalty: 838.929260
	Iteration 11Q: 3 clusters Score -640412.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -640441.625000 Penalty: 838.929260
	Iteration 12Q: 3 clusters Score -640441.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -640467.250000 Penalty: 838.929260
	Iteration 13Q: 3 clusters Score -640467.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -640490.687500 Penalty: 838.929260
	Iteration 14Q: 3 clusters Score -640490.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -640508.125000 Penalty: 838.929260
	Iteration 15Q: 3 clusters Score -640508.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -640517.437500 Penalty: 838.929260
	Iteration 16Q: 3 clusters Score -640517.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -640529.125000 Penalty: 838.929260
	Iteration 17Q: 3 clusters Score -640529.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -640540.687500 Penalty: 838.929260
	Iteration 18Q: 3 clusters Score -640540.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -640551.562500 Penalty: 838.929260
	Iteration 19Q: 3 clusters Score -640551.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -640560.125000 Penalty: 838.929260
	Iteration 20F: 3 clusters Score -640560.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -640572.062500 Penalty: 838.929260
	Iteration 21Q: 3 clusters Score -640572.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -640585.375000 Penalty: 838.929260
	Iteration 22Q: 3 clusters Score -640585.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -640597.250000 Penalty: 838.929260
	Iteration 23Q: 3 clusters Score -640597.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -640606.250000 Penalty: 838.929260
	Iteration 24Q: 3 clusters Score -640606.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -640618.125000 Penalty: 838.929260
	Iteration 25Q: 3 clusters Score -640618.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -640634.250000 Penalty: 838.929260
	Iteration 26Q: 3 clusters Score -640634.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -640648.125000 Penalty: 838.929260
	Iteration 27Q: 3 clusters Score -640648.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -640657.000000 Penalty: 838.929260
	Iteration 28Q: 3 clusters Score -640657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -640665.687500 Penalty: 838.929260
	Iteration 29Q: 3 clusters Score -640665.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -640673.062500 Penalty: 838.929260
	Iteration 30Q: 3 clusters Score -640673.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -640678.500000 Penalty: 838.929260
	Iteration 31Q: 3 clusters Score -640678.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -640690.187500 Penalty: 838.929260
	Iteration 32Q: 3 clusters Score -640690.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -640695.125000 Penalty: 838.929260
	Iteration 33Q: 3 clusters Score -640695.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -640697.500000 Penalty: 838.929260
	Iteration 34Q: 3 clusters Score -640697.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -640701.937500 Penalty: 838.929260
	Iteration 35Q: 3 clusters Score -640701.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -640703.812500 Penalty: 838.929260
	Iteration 36Q: 3 clusters Score -640703.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -640705.875000 Penalty: 838.929260
	Iteration 37Q: 3 clusters Score -640705.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -640708.250000 Penalty: 838.929260
	Iteration 38Q: 3 clusters Score -640708.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -640712.750000 Penalty: 838.929260
	Iteration 39Q: 3 clusters Score -640712.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -640715.437500 Penalty: 838.929260
	Iteration 40F: 3 clusters Score -640715.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -640717.187500 Penalty: 838.929260
	Iteration 41Q: 3 clusters Score -640717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -640718.062500 Penalty: 838.929260
	Iteration 42Q: 3 clusters Score -640718.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -640718.812500 Penalty: 838.929260
	Iteration 43Q: 3 clusters Score -640718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -640718.562500 Penalty: 838.929260
	Iteration 44Q: 3 clusters Score -640718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -640719.625000 Penalty: 838.929260
	Iteration 45Q: 3 clusters Score -640719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -640719.562500 Penalty: 838.929260
	Iteration 46Q: 3 clusters Score -640719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -640719.750000 Penalty: 838.929260
	Iteration 47Q: 3 clusters Score -640719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -640720.687500 Penalty: 838.929260
	Iteration 48Q: 3 clusters Score -640720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -640723.312500 Penalty: 838.929260
	Iteration 49Q: 3 clusters Score -640723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -640723.062500 Penalty: 838.929260
	Iteration 50Q: 3 clusters Score -640723.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -640724.875000 Penalty: 838.929260
	Iteration 51Q: 3 clusters Score -640724.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -640726.062500 Penalty: 838.929260
	Iteration 52Q: 3 clusters Score -640726.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -640731.437500 Penalty: 838.929260
	Iteration 53Q: 3 clusters Score -640731.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -640733.000000 Penalty: 838.929260
	Iteration 54Q: 3 clusters Score -640733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -640738.000000 Penalty: 838.929260
	Iteration 55Q: 3 clusters Score -640738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -640743.375000 Penalty: 838.929260
	Iteration 56Q: 3 clusters Score -640743.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -640748.312500 Penalty: 838.929260
	Iteration 57Q: 3 clusters Score -640748.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -640754.250000 Penalty: 838.929260
	Iteration 58Q: 3 clusters Score -640754.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -640759.687500 Penalty: 838.929260
	Iteration 59Q: 3 clusters Score -640759.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -640763.312500 Penalty: 838.929260
	Iteration 60F: 3 clusters Score -640763.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -640766.687500 Penalty: 838.929260
	Iteration 61Q: 3 clusters Score -640766.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -640771.125000 Penalty: 838.929260
	Iteration 62Q: 3 clusters Score -640771.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -640772.937500 Penalty: 838.929260
	Iteration 63Q: 3 clusters Score -640772.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -640775.687500 Penalty: 838.929260
	Iteration 64Q: 3 clusters Score -640775.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -640781.062500 Penalty: 838.929260
	Iteration 65Q: 3 clusters Score -640781.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -640783.937500 Penalty: 838.929260
	Iteration 66Q: 3 clusters Score -640783.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -640787.937500 Penalty: 838.929260
	Iteration 67Q: 3 clusters Score -640787.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -640791.687500 Penalty: 838.929260
	Iteration 68Q: 3 clusters Score -640791.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -640792.875000 Penalty: 838.929260
	Iteration 69Q: 3 clusters Score -640792.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -640794.000000 Penalty: 838.929260
	Iteration 70Q: 3 clusters Score -640794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -640794.812500 Penalty: 838.929260
	Iteration 71Q: 3 clusters Score -640794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -640800.187500 Penalty: 838.929260
	Iteration 72Q: 3 clusters Score -640800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -640800.937500 Penalty: 838.929260
	Iteration 73Q: 3 clusters Score -640800.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -640803.812500 Penalty: 838.929260
	Iteration 74Q: 3 clusters Score -640803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -640807.812500 Penalty: 838.929260
	Iteration 75Q: 3 clusters Score -640807.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -640812.125000 Penalty: 838.929260
	Iteration 76Q: 3 clusters Score -640812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -640814.500000 Penalty: 838.929260
	Iteration 77Q: 3 clusters Score -640814.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -640819.500000 Penalty: 838.929260
	Iteration 78Q: 3 clusters Score -640819.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -640820.437500 Penalty: 838.929260
	Iteration 79Q: 3 clusters Score -640820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -640821.187500 Penalty: 838.929260
	Iteration 80F: 3 clusters Score -640821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -640825.500000 Penalty: 838.929260
	Iteration 81Q: 3 clusters Score -640825.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -640827.875000 Penalty: 838.929260
	Iteration 82Q: 3 clusters Score -640827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -640830.812500 Penalty: 838.929260
	Iteration 83Q: 3 clusters Score -640830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -640834.062500 Penalty: 838.929260
	Iteration 84Q: 3 clusters Score -640834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -640834.937500 Penalty: 838.929260
	Iteration 85Q: 3 clusters Score -640834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -640834.937500 Penalty: 838.929260
	Iteration 86F: 3 clusters Score -640834.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -135264.640625 Penalty: 356.554810
	Iteration 0F: 2 clusters Score -135264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -133493.421875 Penalty: 713.109619
	Iteration 0F: 3 clusters Score -133493.4 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -134274.875000 Penalty: 713.109619
	Iteration 1F: 3 clusters Score -134274.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -134432.375000 Penalty: 713.109619
	Iteration 2F: 3 clusters Score -134432.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -134556.984375 Penalty: 713.109619
	Iteration 3F: 3 clusters Score -134557 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -134654.015625 Penalty: 713.109619
	Iteration 4F: 3 clusters Score -134654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134744.109375 Penalty: 713.109619
	Iteration 5Q: 3 clusters Score -134744.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134813.187500 Penalty: 713.109619
	Iteration 6Q: 3 clusters Score -134813.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134867.156250 Penalty: 713.109619
	Iteration 7Q: 3 clusters Score -134867.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134895.062500 Penalty: 713.109619
	Iteration 8Q: 3 clusters Score -134895.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134903.625000 Penalty: 713.109619
	Iteration 9Q: 3 clusters Score -134903.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134908.656250 Penalty: 713.109619
	Iteration 10Q: 3 clusters Score -134908.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134914.109375 Penalty: 713.109619
	Iteration 11Q: 3 clusters Score -134914.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134919.296875 Penalty: 713.109619
	Iteration 12Q: 3 clusters Score -134919.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -134922.234375 Penalty: 713.109619
	Iteration 13Q: 3 clusters Score -134922.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134923.515625 Penalty: 713.109619
	Iteration 14Q: 3 clusters Score -134923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134925.250000 Penalty: 713.109619
	Iteration 15Q: 3 clusters Score -134925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134926.375000 Penalty: 713.109619
	Iteration 16Q: 3 clusters Score -134926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134926.765625 Penalty: 713.109619
	Iteration 17Q: 3 clusters Score -134926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134927.265625 Penalty: 713.109619
	Iteration 18Q: 3 clusters Score -134927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134927.812500 Penalty: 713.109619
	Iteration 19Q: 3 clusters Score -134927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -134928.031250 Penalty: 713.109619
	Iteration 20F: 3 clusters Score -134928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134928.406250 Penalty: 713.109619
	Iteration 21Q: 3 clusters Score -134928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134928.687500 Penalty: 713.109619
	Iteration 22Q: 3 clusters Score -134928.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134929.468750 Penalty: 713.109619
	Iteration 23Q: 3 clusters Score -134929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134929.937500 Penalty: 713.109619
	Iteration 24Q: 3 clusters Score -134929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134930.437500 Penalty: 713.109619
	Iteration 25Q: 3 clusters Score -134930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134931.156250 Penalty: 713.109619
	Iteration 26Q: 3 clusters Score -134931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134932.656250 Penalty: 713.109619
	Iteration 27Q: 3 clusters Score -134932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134933.468750 Penalty: 713.109619
	Iteration 28Q: 3 clusters Score -134933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134934.375000 Penalty: 713.109619
	Iteration 29Q: 3 clusters Score -134934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134935.968750 Penalty: 713.109619
	Iteration 30Q: 3 clusters Score -134936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134937.500000 Penalty: 713.109619
	Iteration 31Q: 3 clusters Score -134937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134938.812500 Penalty: 713.109619
	Iteration 32Q: 3 clusters Score -134938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134940.390625 Penalty: 713.109619
	Iteration 33Q: 3 clusters Score -134940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134940.984375 Penalty: 713.109619
	Iteration 34Q: 3 clusters Score -134941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134941.109375 Penalty: 713.109619
	Iteration 35Q: 3 clusters Score -134941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134941.109375 Penalty: 713.109619
	Iteration 36F: 3 clusters Score -134941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -55394.140625 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -55394.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -54576.507812 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -54576.51 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -54808.226562 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -54808.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -54853.617188 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -54853.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54881.867188 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -54881.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -54908.082031 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -54908.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54945.015625 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -54945.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -54970.164062 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -54970.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54988.050781 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -54988.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -55002.226562 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -55002.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -55015.066406 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -55015.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -55026.449219 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -55026.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55040.007812 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -55040.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -55063.039062 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -55063.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55100.031250 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -55100.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55153.843750 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -55153.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55221.359375 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -55221.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55270.050781 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -55270.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55295.339844 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -55295.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55312.316406 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -55312.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55329.441406 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -55329.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55332.949219 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -55332.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55333.597656 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -55333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55333.597656 Penalty: 627.599182
	Iteration 22F: 3 clusters Score -55333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -77197.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -76165.539062 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -76165.54 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -76494.468750 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -76494.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76566.000000 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -76566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -76614.195312 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -76614.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -76637.117188 Penalty: 657.054016
	Iteration 4Q: 3 clusters Score -76637.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -76655.875000 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -76655.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -76674.796875 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -76674.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -76696.164062 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -76696.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -76710.726562 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -76710.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -76741.085938 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -76741.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -76765.078125 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -76765.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -76788.859375 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -76788.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -76808.062500 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -76808.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -76817.046875 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -76817.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -76824.828125 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -76824.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -76833.273438 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -76833.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -76840.507812 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -76840.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -76848.851562 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -76848.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -76863.562500 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -76863.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -76879.539062 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -76879.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -76888.367188 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -76888.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -76894.335938 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -76894.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -76899.765625 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -76899.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -76903.992188 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -76903.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -76908.757812 Penalty: 657.054016
	Iteration 24Q: 3 clusters Score -76908.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -76912.835938 Penalty: 657.054016
	Iteration 25Q: 3 clusters Score -76912.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -76918.234375 Penalty: 657.054016
	Iteration 26Q: 3 clusters Score -76918.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -76923.335938 Penalty: 657.054016
	Iteration 27Q: 3 clusters Score -76923.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -76925.500000 Penalty: 657.054016
	Iteration 28Q: 3 clusters Score -76925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -76934.585938 Penalty: 657.054016
	Iteration 29Q: 3 clusters Score -76934.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -76941.679688 Penalty: 657.054016
	Iteration 30Q: 3 clusters Score -76941.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -76943.937500 Penalty: 657.054016
	Iteration 31Q: 3 clusters Score -76943.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -76946.093750 Penalty: 657.054016
	Iteration 32Q: 3 clusters Score -76946.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -76947.507812 Penalty: 657.054016
	Iteration 33Q: 3 clusters Score -76947.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -76947.507812 Penalty: 657.054016
	Iteration 34F: 3 clusters Score -76947.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7364.345215 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7364.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7160.852051 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7160.852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7206.810547 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7206.811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7215.948730 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7215.949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7248.767578 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7248.768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7254.146973 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7254.147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7257.903320 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7257.903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7260.671387 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7260.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7262.158691 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7262.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7262.158691 Penalty: 454.746338
	Iteration 8F: 3 clusters Score -7262.159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -40636.574219 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -40636.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39982.757812 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -39982.76 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40183.101562 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -40183.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40269.226562 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -40269.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40315.507812 Penalty: 601.573303
	Iteration 3F: 3 clusters Score -40315.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -40353.019531 Penalty: 601.573303
	Iteration 4Q: 3 clusters Score -40353.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40393.097656 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -40393.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40419.953125 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -40419.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40430.902344 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -40430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40440.335938 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -40440.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40451.750000 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -40451.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40458.992188 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -40458.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40461.859375 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -40461.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40464.785156 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -40464.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40465.472656 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -40465.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40466.351562 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -40466.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40466.351562 Penalty: 601.573303
	Iteration 15F: 3 clusters Score -40466.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (178536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Entering Unmasked Estep 
Score: -10409066.000000 Penalty: 550.210815
	Iteration 0F: 2 clusters Score -1.040907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -10295487.000000 Penalty: 1100.421631
	Iteration 0F: 3 clusters Score -1.029549e+07 nChanged 87859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -10353291.000000 Penalty: 1100.421631
	Iteration 1F: 3 clusters Score -1.035329e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -10359422.000000 Penalty: 1100.421631
	Iteration 2F: 3 clusters Score -1.035942e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -10368554.000000 Penalty: 1100.421631
	Iteration 3F: 3 clusters Score -1.036855e+07 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -10377749.000000 Penalty: 1100.421631
	Iteration 4F: 3 clusters Score -1.037775e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -10382084.000000 Penalty: 1100.421631
	Iteration 5F: 3 clusters Score -1.038208e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -10383157.000000 Penalty: 1100.421631
	Iteration 6Q: 3 clusters Score -1.038316e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -10383302.000000 Penalty: 1100.421631
	Iteration 7Q: 3 clusters Score -1.03833e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -10383381.000000 Penalty: 1100.421631
	Iteration 8Q: 3 clusters Score -1.038338e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -10383345.000000 Penalty: 1100.421631
	Iteration 9Q: 3 clusters Score -1.038334e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -10383397.000000 Penalty: 1100.421631
	Iteration 10Q: 3 clusters Score -1.03834e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10383441.000000 Penalty: 1100.421631
	Iteration 11Q: 3 clusters Score -1.038344e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -10383563.000000 Penalty: 1100.421631
	Iteration 12Q: 3 clusters Score -1.038356e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -10383666.000000 Penalty: 1100.421631
	Iteration 13Q: 3 clusters Score -1.038367e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -10383789.000000 Penalty: 1100.421631
	Iteration 14Q: 3 clusters Score -1.038379e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -10383971.000000 Penalty: 1100.421631
	Iteration 15Q: 3 clusters Score -1.038397e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -10384189.000000 Penalty: 1100.421631
	Iteration 16Q: 3 clusters Score -1.038419e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -10384399.000000 Penalty: 1100.421631
	Iteration 17Q: 3 clusters Score -1.03844e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -10384802.000000 Penalty: 1100.421631
	Iteration 18Q: 3 clusters Score -1.03848e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -10385286.000000 Penalty: 1100.421631
	Iteration 19Q: 3 clusters Score -1.038529e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -10385800.000000 Penalty: 1100.421631
	Iteration 20F: 3 clusters Score -1.03858e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -10386341.000000 Penalty: 1100.421631
	Iteration 21Q: 3 clusters Score -1.038634e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116081 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -10387127.000000 Penalty: 1100.421631
	Iteration 22Q: 3 clusters Score -1.038713e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119364 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -10387807.000000 Penalty: 1100.421631
	Iteration 23Q: 3 clusters Score -1.038781e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122846 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -10388758.000000 Penalty: 1100.421631
	Iteration 24Q: 3 clusters Score -1.038876e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -10389879.000000 Penalty: 1100.421631
	Iteration 25Q: 3 clusters Score -1.038988e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -10391255.000000 Penalty: 1100.421631
	Iteration 26Q: 3 clusters Score -1.039126e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135008 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -10392772.000000 Penalty: 1100.421631
	Iteration 27Q: 3 clusters Score -1.039277e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139515 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -10394226.000000 Penalty: 1100.421631
	Iteration 28Q: 3 clusters Score -1.039423e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143952 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -10395683.000000 Penalty: 1100.421631
	Iteration 29Q: 3 clusters Score -1.039568e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -10397258.000000 Penalty: 1100.421631
	Iteration 30Q: 3 clusters Score -1.039726e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -10398651.000000 Penalty: 1100.421631
	Iteration 31Q: 3 clusters Score -1.039865e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156724 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -10399787.000000 Penalty: 1100.421631
	Iteration 32Q: 3 clusters Score -1.039979e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160279 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -10400820.000000 Penalty: 1100.421631
	Iteration 33Q: 3 clusters Score -1.040082e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163393 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -10401816.000000 Penalty: 1100.421631
	Iteration 34Q: 3 clusters Score -1.040182e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166026 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -10402631.000000 Penalty: 1100.421631
	Iteration 35Q: 3 clusters Score -1.040263e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -10403496.000000 Penalty: 1100.421631
	Iteration 36Q: 3 clusters Score -1.04035e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170189 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -10404347.000000 Penalty: 1100.421631
	Iteration 37Q: 3 clusters Score -1.040435e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -10405073.000000 Penalty: 1100.421631
	Iteration 38Q: 3 clusters Score -1.040507e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -10405681.000000 Penalty: 1100.421631
	Iteration 39Q: 3 clusters Score -1.040568e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -10406615.000000 Penalty: 1100.421631
	Iteration 40F: 3 clusters Score -1.040662e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175267 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10407324.000000 Penalty: 1100.421631
	Iteration 41Q: 3 clusters Score -1.040732e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176174 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10407769.000000 Penalty: 1100.421631
	Iteration 42Q: 3 clusters Score -1.040777e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176761 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10408011.000000 Penalty: 1100.421631
	Iteration 43Q: 3 clusters Score -1.040801e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177177 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10408195.000000 Penalty: 1100.421631
	Iteration 44Q: 3 clusters Score -1.04082e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10408288.000000 Penalty: 1100.421631
	Iteration 45Q: 3 clusters Score -1.040829e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177695 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10408341.000000 Penalty: 1100.421631
	Iteration 46Q: 3 clusters Score -1.040834e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177842 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10408408.000000 Penalty: 1100.421631
	Iteration 47Q: 3 clusters Score -1.040841e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177950 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10408455.000000 Penalty: 1100.421631
	Iteration 48Q: 3 clusters Score -1.040846e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10408484.000000 Penalty: 1100.421631
	Iteration 49Q: 3 clusters Score -1.040848e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10408521.000000 Penalty: 1100.421631
	Iteration 50Q: 3 clusters Score -1.040852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178099 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10408527.000000 Penalty: 1100.421631
	Iteration 51Q: 3 clusters Score -1.040853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10408534.000000 Penalty: 1100.421631
	Iteration 52Q: 3 clusters Score -1.040853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178145 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10408543.000000 Penalty: 1100.421631
	Iteration 53Q: 3 clusters Score -1.040854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10408560.000000 Penalty: 1100.421631
	Iteration 54Q: 3 clusters Score -1.040856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178178 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10408585.000000 Penalty: 1100.421631
	Iteration 55Q: 3 clusters Score -1.040858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10408603.000000 Penalty: 1100.421631
	Iteration 56Q: 3 clusters Score -1.04086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10408612.000000 Penalty: 1100.421631
	Iteration 57Q: 3 clusters Score -1.040861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178218 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10408633.000000 Penalty: 1100.421631
	Iteration 58Q: 3 clusters Score -1.040863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178224 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10408641.000000 Penalty: 1100.421631
	Iteration 59Q: 3 clusters Score -1.040864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178227 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10408647.000000 Penalty: 1100.421631
	Iteration 60F: 3 clusters Score -1.040865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10408652.000000 Penalty: 1100.421631
	Iteration 61Q: 3 clusters Score -1.040865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10408652.000000 Penalty: 1100.421631
	Iteration 62F: 3 clusters Score -1.040865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (115764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Entering Unmasked Estep 
Score: -6931263.500000 Penalty: 530.498596
	Iteration 0F: 2 clusters Score -6931264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -6855316.500000 Penalty: 1060.997192
	Iteration 0F: 3 clusters Score -6855316 nChanged 57000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -6890369.500000 Penalty: 1060.997192
	Iteration 1F: 3 clusters Score -6890370 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -6892266.500000 Penalty: 1060.997192
	Iteration 2Q: 3 clusters Score -6892266 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -6895044.000000 Penalty: 1060.997192
	Iteration 3Q: 3 clusters Score -6895044 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -6898723.500000 Penalty: 1060.997192
	Iteration 4F: 3 clusters Score -6898724 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -6903078.500000 Penalty: 1060.997192
	Iteration 5F: 3 clusters Score -6903078 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -6907569.500000 Penalty: 1060.997192
	Iteration 6F: 3 clusters Score -6907570 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -6911570.000000 Penalty: 1060.997192
	Iteration 7F: 3 clusters Score -6911570 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -6914180.000000 Penalty: 1060.997192
	Iteration 8Q: 3 clusters Score -6914180 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -6915724.500000 Penalty: 1060.997192
	Iteration 9Q: 3 clusters Score -6915724 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -6916437.000000 Penalty: 1060.997192
	Iteration 10Q: 3 clusters Score -6916437 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -6916853.000000 Penalty: 1060.997192
	Iteration 11Q: 3 clusters Score -6916853 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -6917180.500000 Penalty: 1060.997192
	Iteration 12Q: 3 clusters Score -6917180 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6917465.000000 Penalty: 1060.997192
	Iteration 13Q: 3 clusters Score -6917465 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6917693.000000 Penalty: 1060.997192
	Iteration 14Q: 3 clusters Score -6917693 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6917938.000000 Penalty: 1060.997192
	Iteration 15Q: 3 clusters Score -6917938 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -6918223.500000 Penalty: 1060.997192
	Iteration 16Q: 3 clusters Score -6918224 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -6918566.000000 Penalty: 1060.997192
	Iteration 17Q: 3 clusters Score -6918566 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -6918974.500000 Penalty: 1060.997192
	Iteration 18Q: 3 clusters Score -6918974 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -6919501.500000 Penalty: 1060.997192
	Iteration 19Q: 3 clusters Score -6919502 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6920074.000000 Penalty: 1060.997192
	Iteration 20F: 3 clusters Score -6920074 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -6920702.000000 Penalty: 1060.997192
	Iteration 21Q: 3 clusters Score -6920702 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -6921379.500000 Penalty: 1060.997192
	Iteration 22Q: 3 clusters Score -6921380 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102068 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -6922148.500000 Penalty: 1060.997192
	Iteration 23Q: 3 clusters Score -6922148 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -6922884.500000 Penalty: 1060.997192
	Iteration 24Q: 3 clusters Score -6922884 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -6923705.000000 Penalty: 1060.997192
	Iteration 25Q: 3 clusters Score -6923705 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6924512.500000 Penalty: 1060.997192
	Iteration 26Q: 3 clusters Score -6924512 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108098 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6925456.500000 Penalty: 1060.997192
	Iteration 27Q: 3 clusters Score -6925456 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6926424.000000 Penalty: 1060.997192
	Iteration 28Q: 3 clusters Score -6926424 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110799 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -6927373.000000 Penalty: 1060.997192
	Iteration 29Q: 3 clusters Score -6927373 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111959 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6928177.000000 Penalty: 1060.997192
	Iteration 30Q: 3 clusters Score -6928177 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6928821.000000 Penalty: 1060.997192
	Iteration 31Q: 3 clusters Score -6928821 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113708 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6929373.000000 Penalty: 1060.997192
	Iteration 32Q: 3 clusters Score -6929373 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6929825.000000 Penalty: 1060.997192
	Iteration 33Q: 3 clusters Score -6929825 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114731 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6930166.500000 Penalty: 1060.997192
	Iteration 34Q: 3 clusters Score -6930166 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115025 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6930362.000000 Penalty: 1060.997192
	Iteration 35Q: 3 clusters Score -6930362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6930491.500000 Penalty: 1060.997192
	Iteration 36Q: 3 clusters Score -6930492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6930568.500000 Penalty: 1060.997192
	Iteration 37Q: 3 clusters Score -6930568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6930640.000000 Penalty: 1060.997192
	Iteration 38Q: 3 clusters Score -6930640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6930682.500000 Penalty: 1060.997192
	Iteration 39Q: 3 clusters Score -6930682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115478 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6930714.000000 Penalty: 1060.997192
	Iteration 40F: 3 clusters Score -6930714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115500 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6930731.500000 Penalty: 1060.997192
	Iteration 41Q: 3 clusters Score -6930732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115521 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6930744.500000 Penalty: 1060.997192
	Iteration 42Q: 3 clusters Score -6930744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115531 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6930756.000000 Penalty: 1060.997192
	Iteration 43Q: 3 clusters Score -6930756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6930779.000000 Penalty: 1060.997192
	Iteration 44Q: 3 clusters Score -6930779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6930789.500000 Penalty: 1060.997192
	Iteration 45Q: 3 clusters Score -6930790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115565 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6930792.500000 Penalty: 1060.997192
	Iteration 46Q: 3 clusters Score -6930792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6930789.000000 Penalty: 1060.997192
	Iteration 47Q: 3 clusters Score -6930789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115573 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6930793.000000 Penalty: 1060.997192
	Iteration 48Q: 3 clusters Score -6930793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6930792.500000 Penalty: 1060.997192
	Iteration 49Q: 3 clusters Score -6930792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6930793.000000 Penalty: 1060.997192
	Iteration 50Q: 3 clusters Score -6930793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115580 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6930792.500000 Penalty: 1060.997192
	Iteration 51Q: 3 clusters Score -6930792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6930796.500000 Penalty: 1060.997192
	Iteration 52Q: 3 clusters Score -6930796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6930799.500000 Penalty: 1060.997192
	Iteration 53Q: 3 clusters Score -6930800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115586 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6930798.500000 Penalty: 1060.997192
	Iteration 54Q: 3 clusters Score -6930798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115587 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6930804.000000 Penalty: 1060.997192
	Iteration 55Q: 3 clusters Score -6930804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6930803.500000 Penalty: 1060.997192
	Iteration 56Q: 3 clusters Score -6930804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6930803.500000 Penalty: 1060.997192
	Iteration 57F: 3 clusters Score -6930804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -76098.125000 Penalty: 329.023560
	Iteration 0F: 2 clusters Score -76098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75067.234375 Penalty: 658.047119
	Iteration 0F: 3 clusters Score -75067.23 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -75392.210938 Penalty: 658.047119
	Iteration 1F: 3 clusters Score -75392.21 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -75450.789062 Penalty: 658.047119
	Iteration 2F: 3 clusters Score -75450.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -75485.085938 Penalty: 658.047119
	Iteration 3Q: 3 clusters Score -75485.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -75506.023438 Penalty: 658.047119
	Iteration 4Q: 3 clusters Score -75506.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -75517.718750 Penalty: 658.047119
	Iteration 5Q: 3 clusters Score -75517.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -75522.000000 Penalty: 658.047119
	Iteration 6Q: 3 clusters Score -75522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -75526.875000 Penalty: 658.047119
	Iteration 7Q: 3 clusters Score -75526.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -75531.062500 Penalty: 658.047119
	Iteration 8Q: 3 clusters Score -75531.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75536.101562 Penalty: 658.047119
	Iteration 9Q: 3 clusters Score -75536.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75543.710938 Penalty: 658.047119
	Iteration 10Q: 3 clusters Score -75543.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -75554.507812 Penalty: 658.047119
	Iteration 11Q: 3 clusters Score -75554.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -75572.109375 Penalty: 658.047119
	Iteration 12Q: 3 clusters Score -75572.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -75589.250000 Penalty: 658.047119
	Iteration 13Q: 3 clusters Score -75589.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -75607.265625 Penalty: 658.047119
	Iteration 14Q: 3 clusters Score -75607.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -75627.031250 Penalty: 658.047119
	Iteration 15Q: 3 clusters Score -75627.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -75642.992188 Penalty: 658.047119
	Iteration 16Q: 3 clusters Score -75642.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75653.375000 Penalty: 658.047119
	Iteration 17Q: 3 clusters Score -75653.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -75663.960938 Penalty: 658.047119
	Iteration 18Q: 3 clusters Score -75663.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75672.304688 Penalty: 658.047119
	Iteration 19Q: 3 clusters Score -75672.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -75689.039062 Penalty: 658.047119
	Iteration 20F: 3 clusters Score -75689.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -75694.890625 Penalty: 658.047119
	Iteration 21Q: 3 clusters Score -75694.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -75699.875000 Penalty: 658.047119
	Iteration 22Q: 3 clusters Score -75699.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -75702.281250 Penalty: 658.047119
	Iteration 23Q: 3 clusters Score -75702.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -75704.492188 Penalty: 658.047119
	Iteration 24Q: 3 clusters Score -75704.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -75706.062500 Penalty: 658.047119
	Iteration 25Q: 3 clusters Score -75706.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -75707.054688 Penalty: 658.047119
	Iteration 26Q: 3 clusters Score -75707.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -75707.757812 Penalty: 658.047119
	Iteration 27Q: 3 clusters Score -75707.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -75709.312500 Penalty: 658.047119
	Iteration 28Q: 3 clusters Score -75709.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75710.484375 Penalty: 658.047119
	Iteration 29Q: 3 clusters Score -75710.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75711.718750 Penalty: 658.047119
	Iteration 30Q: 3 clusters Score -75711.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75712.140625 Penalty: 658.047119
	Iteration 31Q: 3 clusters Score -75712.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75712.226562 Penalty: 658.047119
	Iteration 32Q: 3 clusters Score -75712.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75712.625000 Penalty: 658.047119
	Iteration 33Q: 3 clusters Score -75712.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75712.820312 Penalty: 658.047119
	Iteration 34Q: 3 clusters Score -75712.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75714.054688 Penalty: 658.047119
	Iteration 35Q: 3 clusters Score -75714.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75715.140625 Penalty: 658.047119
	Iteration 36Q: 3 clusters Score -75715.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75716.140625 Penalty: 658.047119
	Iteration 37Q: 3 clusters Score -75716.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75717.968750 Penalty: 658.047119
	Iteration 38Q: 3 clusters Score -75717.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75718.250000 Penalty: 658.047119
	Iteration 39Q: 3 clusters Score -75718.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75718.289062 Penalty: 658.047119
	Iteration 40F: 3 clusters Score -75718.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75718.640625 Penalty: 658.047119
	Iteration 41Q: 3 clusters Score -75718.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -75719.140625 Penalty: 658.047119
	Iteration 42Q: 3 clusters Score -75719.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -75719.140625 Penalty: 658.047119
	Iteration 43F: 3 clusters Score -75719.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Entering Unmasked Estep 
Score: -1949.964722 Penalty: 177.997055
	Iteration 0F: 2 clusters Score -1949.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1828.650146 Penalty: 355.994110
	Iteration 0F: 3 clusters Score -1828.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1841.403809 Penalty: 355.994110
	Iteration 1F: 3 clusters Score -1841.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1850.003906 Penalty: 355.994110
	Iteration 2Q: 3 clusters Score -1850.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1850.003906 Penalty: 355.994110
	Iteration 3F: 3 clusters Score -1850.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -64060.667969 Penalty: 317.338776
	Iteration 0F: 2 clusters Score -64060.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -63202.984375 Penalty: 634.677551
	Iteration 0F: 3 clusters Score -63202.98 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63456.382812 Penalty: 634.677551
	Iteration 1F: 3 clusters Score -63456.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -63539.792969 Penalty: 634.677551
	Iteration 2F: 3 clusters Score -63539.79 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -63596.785156 Penalty: 634.677551
	Iteration 3F: 3 clusters Score -63596.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -63669.964844 Penalty: 634.677551
	Iteration 4F: 3 clusters Score -63669.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -63734.550781 Penalty: 634.677551
	Iteration 5Q: 3 clusters Score -63734.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -63778.183594 Penalty: 634.677551
	Iteration 6Q: 3 clusters Score -63778.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63798.519531 Penalty: 634.677551
	Iteration 7Q: 3 clusters Score -63798.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -63819.324219 Penalty: 634.677551
	Iteration 8Q: 3 clusters Score -63819.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -63835.753906 Penalty: 634.677551
	Iteration 9Q: 3 clusters Score -63835.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63847.253906 Penalty: 634.677551
	Iteration 10Q: 3 clusters Score -63847.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63855.128906 Penalty: 634.677551
	Iteration 11Q: 3 clusters Score -63855.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -63862.269531 Penalty: 634.677551
	Iteration 12Q: 3 clusters Score -63862.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -63870.226562 Penalty: 634.677551
	Iteration 13Q: 3 clusters Score -63870.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -63880.238281 Penalty: 634.677551
	Iteration 14Q: 3 clusters Score -63880.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -63894.550781 Penalty: 634.677551
	Iteration 15Q: 3 clusters Score -63894.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63900.453125 Penalty: 634.677551
	Iteration 16Q: 3 clusters Score -63900.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63901.984375 Penalty: 634.677551
	Iteration 17Q: 3 clusters Score -63901.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63902.265625 Penalty: 634.677551
	Iteration 18Q: 3 clusters Score -63902.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63902.265625 Penalty: 634.677551
	Iteration 19F: 3 clusters Score -63902.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Entering Unmasked Estep 
Score: -55969.933594 Penalty: 317.125458
	Iteration 0F: 2 clusters Score -55969.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -55148.546875 Penalty: 634.250916
	Iteration 0F: 3 clusters Score -55148.55 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -55366.570312 Penalty: 634.250916
	Iteration 1F: 3 clusters Score -55366.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -55429.406250 Penalty: 634.250916
	Iteration 2F: 3 clusters Score -55429.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -55490.328125 Penalty: 634.250916
	Iteration 3F: 3 clusters Score -55490.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -55552.019531 Penalty: 634.250916
	Iteration 4F: 3 clusters Score -55552.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -55602.609375 Penalty: 634.250916
	Iteration 5F: 3 clusters Score -55602.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -55647.632812 Penalty: 634.250916
	Iteration 6F: 3 clusters Score -55647.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -55686.976562 Penalty: 634.250916
	Iteration 7Q: 3 clusters Score -55686.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -55711.054688 Penalty: 634.250916
	Iteration 8Q: 3 clusters Score -55711.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -55729.589844 Penalty: 634.250916
	Iteration 9Q: 3 clusters Score -55729.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -55739.687500 Penalty: 634.250916
	Iteration 10Q: 3 clusters Score -55739.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -55744.824219 Penalty: 634.250916
	Iteration 11Q: 3 clusters Score -55744.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -55750.898438 Penalty: 634.250916
	Iteration 12Q: 3 clusters Score -55750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -55759.253906 Penalty: 634.250916
	Iteration 13Q: 3 clusters Score -55759.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -55765.445312 Penalty: 634.250916
	Iteration 14Q: 3 clusters Score -55765.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -55770.707031 Penalty: 634.250916
	Iteration 15Q: 3 clusters Score -55770.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -55772.878906 Penalty: 634.250916
	Iteration 16Q: 3 clusters Score -55772.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -55776.496094 Penalty: 634.250916
	Iteration 17Q: 3 clusters Score -55776.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -55780.031250 Penalty: 634.250916
	Iteration 18Q: 3 clusters Score -55780.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -55780.687500 Penalty: 634.250916
	Iteration 19Q: 3 clusters Score -55780.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -55781.210938 Penalty: 634.250916
	Iteration 20F: 3 clusters Score -55781.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -55781.710938 Penalty: 634.250916
	Iteration 21Q: 3 clusters Score -55781.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -55782.066406 Penalty: 634.250916
	Iteration 22Q: 3 clusters Score -55782.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -55783.085938 Penalty: 634.250916
	Iteration 23Q: 3 clusters Score -55783.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -55784.230469 Penalty: 634.250916
	Iteration 24Q: 3 clusters Score -55784.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -55784.617188 Penalty: 634.250916
	Iteration 25Q: 3 clusters Score -55784.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -55785.179688 Penalty: 634.250916
	Iteration 26Q: 3 clusters Score -55785.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55785.531250 Penalty: 634.250916
	Iteration 27Q: 3 clusters Score -55785.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55786.027344 Penalty: 634.250916
	Iteration 28Q: 3 clusters Score -55786.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -55786.687500 Penalty: 634.250916
	Iteration 29Q: 3 clusters Score -55786.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55787.433594 Penalty: 634.250916
	Iteration 30Q: 3 clusters Score -55787.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -55788.511719 Penalty: 634.250916
	Iteration 31Q: 3 clusters Score -55788.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -55789.566406 Penalty: 634.250916
	Iteration 32Q: 3 clusters Score -55789.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -55789.566406 Penalty: 634.250916
	Iteration 33F: 3 clusters Score -55789.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -74632.195312 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -74632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -73615.828125 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -73615.83 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -73961.773438 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -73961.77 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74013.210938 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -74013.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74050.812500 Penalty: 654.557007
	Iteration 3Q: 3 clusters Score -74050.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74077.640625 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -74077.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74101.890625 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -74101.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74117.250000 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -74117.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -74127.765625 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -74127.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -74138.164062 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -74138.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -74149.398438 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -74149.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -74158.578125 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -74158.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -74166.937500 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -74166.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -74176.906250 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -74176.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -74182.890625 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -74182.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -74187.734375 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -74187.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -74193.312500 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -74193.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -74198.656250 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -74198.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -74202.390625 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -74202.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -74205.695312 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -74205.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -74208.710938 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -74208.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -74212.664062 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -74212.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -74216.601562 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -74216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74220.585938 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -74220.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -74223.718750 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -74223.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -74225.742188 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -74225.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -74228.375000 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -74228.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -74231.054688 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -74231.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74234.320312 Penalty: 654.557007
	Iteration 27Q: 3 clusters Score -74234.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74239.007812 Penalty: 654.557007
	Iteration 28Q: 3 clusters Score -74239.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -74247.148438 Penalty: 654.557007
	Iteration 29Q: 3 clusters Score -74247.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -74257.617188 Penalty: 654.557007
	Iteration 30Q: 3 clusters Score -74257.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74268.937500 Penalty: 654.557007
	Iteration 31Q: 3 clusters Score -74268.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74280.226562 Penalty: 654.557007
	Iteration 32Q: 3 clusters Score -74280.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74286.531250 Penalty: 654.557007
	Iteration 33Q: 3 clusters Score -74286.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -74293.523438 Penalty: 654.557007
	Iteration 34Q: 3 clusters Score -74293.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74298.445312 Penalty: 654.557007
	Iteration 35Q: 3 clusters Score -74298.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -74305.500000 Penalty: 654.557007
	Iteration 36Q: 3 clusters Score -74305.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74311.515625 Penalty: 654.557007
	Iteration 37Q: 3 clusters Score -74311.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -74316.468750 Penalty: 654.557007
	Iteration 38Q: 3 clusters Score -74316.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -74320.664062 Penalty: 654.557007
	Iteration 39Q: 3 clusters Score -74320.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -74325.953125 Penalty: 654.557007
	Iteration 40F: 3 clusters Score -74325.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -74333.632812 Penalty: 654.557007
	Iteration 41Q: 3 clusters Score -74333.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -74338.625000 Penalty: 654.557007
	Iteration 42Q: 3 clusters Score -74338.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -74345.304688 Penalty: 654.557007
	Iteration 43Q: 3 clusters Score -74345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74346.765625 Penalty: 654.557007
	Iteration 44Q: 3 clusters Score -74346.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74347.929688 Penalty: 654.557007
	Iteration 45Q: 3 clusters Score -74347.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -74349.023438 Penalty: 654.557007
	Iteration 46Q: 3 clusters Score -74349.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74349.523438 Penalty: 654.557007
	Iteration 47Q: 3 clusters Score -74349.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -74350.328125 Penalty: 654.557007
	Iteration 48Q: 3 clusters Score -74350.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -74351.328125 Penalty: 654.557007
	Iteration 49Q: 3 clusters Score -74351.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -74351.546875 Penalty: 654.557007
	Iteration 50Q: 3 clusters Score -74351.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -74351.546875 Penalty: 654.557007
	Iteration 51F: 3 clusters Score -74351.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3770.024902 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3770.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3591.654785 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3591.655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3628.287109 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3628.287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3631.987549 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3631.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3631.987549 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3631.988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Entering Unmasked Estep 
Score: -1263678.750000 Penalty: 451.681091
	Iteration 0F: 2 clusters Score -1263679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1250052.750000 Penalty: 903.362183
	Iteration 0F: 3 clusters Score -1250053 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1256489.375000 Penalty: 903.362183
	Iteration 1F: 3 clusters Score -1256489 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1257521.875000 Penalty: 903.362183
	Iteration 2F: 3 clusters Score -1257522 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1259031.000000 Penalty: 903.362183
	Iteration 3F: 3 clusters Score -1259031 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1260691.250000 Penalty: 903.362183
	Iteration 4F: 3 clusters Score -1260691 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1261622.500000 Penalty: 903.362183
	Iteration 5F: 3 clusters Score -1261622 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1261921.500000 Penalty: 903.362183
	Iteration 6Q: 3 clusters Score -1261922 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1262036.375000 Penalty: 903.362183
	Iteration 7Q: 3 clusters Score -1262036 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1262135.500000 Penalty: 903.362183
	Iteration 8Q: 3 clusters Score -1262136 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1262206.250000 Penalty: 903.362183
	Iteration 9Q: 3 clusters Score -1262206 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1262264.250000 Penalty: 903.362183
	Iteration 10Q: 3 clusters Score -1262264 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1262320.500000 Penalty: 903.362183
	Iteration 11Q: 3 clusters Score -1262320 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1262380.125000 Penalty: 903.362183
	Iteration 12Q: 3 clusters Score -1262380 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1262443.375000 Penalty: 903.362183
	Iteration 13Q: 3 clusters Score -1262443 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1262495.500000 Penalty: 903.362183
	Iteration 14Q: 3 clusters Score -1262496 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1262542.875000 Penalty: 903.362183
	Iteration 15Q: 3 clusters Score -1262543 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1262585.000000 Penalty: 903.362183
	Iteration 16Q: 3 clusters Score -1262585 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1262625.000000 Penalty: 903.362183
	Iteration 17Q: 3 clusters Score -1262625 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1262671.500000 Penalty: 903.362183
	Iteration 18Q: 3 clusters Score -1262672 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1262715.750000 Penalty: 903.362183
	Iteration 19Q: 3 clusters Score -1262716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1262758.625000 Penalty: 903.362183
	Iteration 20F: 3 clusters Score -1262759 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1262805.750000 Penalty: 903.362183
	Iteration 21Q: 3 clusters Score -1262806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1262840.750000 Penalty: 903.362183
	Iteration 22Q: 3 clusters Score -1262841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1262870.750000 Penalty: 903.362183
	Iteration 23Q: 3 clusters Score -1262871 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1262896.125000 Penalty: 903.362183
	Iteration 24Q: 3 clusters Score -1262896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1262925.625000 Penalty: 903.362183
	Iteration 25Q: 3 clusters Score -1262926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1262955.625000 Penalty: 903.362183
	Iteration 26Q: 3 clusters Score -1262956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -1262991.625000 Penalty: 903.362183
	Iteration 27Q: 3 clusters Score -1262992 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1263028.625000 Penalty: 903.362183
	Iteration 28Q: 3 clusters Score -1263029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1263063.750000 Penalty: 903.362183
	Iteration 29Q: 3 clusters Score -1263064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1263088.375000 Penalty: 903.362183
	Iteration 30Q: 3 clusters Score -1263088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1263118.250000 Penalty: 903.362183
	Iteration 31Q: 3 clusters Score -1263118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -1263139.875000 Penalty: 903.362183
	Iteration 32Q: 3 clusters Score -1263140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1263160.625000 Penalty: 903.362183
	Iteration 33Q: 3 clusters Score -1263161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1263173.250000 Penalty: 903.362183
	Iteration 34Q: 3 clusters Score -1263173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1263187.500000 Penalty: 903.362183
	Iteration 35Q: 3 clusters Score -1263188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1263197.125000 Penalty: 903.362183
	Iteration 36Q: 3 clusters Score -1263197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1263201.000000 Penalty: 903.362183
	Iteration 37Q: 3 clusters Score -1263201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1263217.500000 Penalty: 903.362183
	Iteration 38Q: 3 clusters Score -1263218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1263222.750000 Penalty: 903.362183
	Iteration 39Q: 3 clusters Score -1263223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1263234.125000 Penalty: 903.362183
	Iteration 40F: 3 clusters Score -1263234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1263248.875000 Penalty: 903.362183
	Iteration 41Q: 3 clusters Score -1263249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1263270.250000 Penalty: 903.362183
	Iteration 42Q: 3 clusters Score -1263270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1263284.500000 Penalty: 903.362183
	Iteration 43Q: 3 clusters Score -1263284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1263297.000000 Penalty: 903.362183
	Iteration 44Q: 3 clusters Score -1263297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1263306.125000 Penalty: 903.362183
	Iteration 45Q: 3 clusters Score -1263306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1263312.375000 Penalty: 903.362183
	Iteration 46Q: 3 clusters Score -1263312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1263318.375000 Penalty: 903.362183
	Iteration 47Q: 3 clusters Score -1263318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1263325.375000 Penalty: 903.362183
	Iteration 48Q: 3 clusters Score -1263325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -1263329.500000 Penalty: 903.362183
	Iteration 49Q: 3 clusters Score -1263330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1263334.500000 Penalty: 903.362183
	Iteration 50Q: 3 clusters Score -1263334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -1263337.375000 Penalty: 903.362183
	Iteration 51Q: 3 clusters Score -1263337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1263340.625000 Penalty: 903.362183
	Iteration 52Q: 3 clusters Score -1263341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1263340.750000 Penalty: 903.362183
	Iteration 53Q: 3 clusters Score -1263341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1263341.500000 Penalty: 903.362183
	Iteration 54Q: 3 clusters Score -1263342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -1263343.750000 Penalty: 903.362183
	Iteration 55Q: 3 clusters Score -1263344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1263348.500000 Penalty: 903.362183
	Iteration 56Q: 3 clusters Score -1263348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -1263349.250000 Penalty: 903.362183
	Iteration 57Q: 3 clusters Score -1263349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -1263352.000000 Penalty: 903.362183
	Iteration 58Q: 3 clusters Score -1263352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1263354.250000 Penalty: 903.362183
	Iteration 59Q: 3 clusters Score -1263354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -1263356.000000 Penalty: 903.362183
	Iteration 60F: 3 clusters Score -1263356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -1263361.625000 Penalty: 903.362183
	Iteration 61Q: 3 clusters Score -1263362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -1263364.625000 Penalty: 903.362183
	Iteration 62Q: 3 clusters Score -1263365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1263367.000000 Penalty: 903.362183
	Iteration 63Q: 3 clusters Score -1263367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1263369.625000 Penalty: 903.362183
	Iteration 64Q: 3 clusters Score -1263370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -1263371.125000 Penalty: 903.362183
	Iteration 65Q: 3 clusters Score -1263371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1263374.875000 Penalty: 903.362183
	Iteration 66Q: 3 clusters Score -1263375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1263381.250000 Penalty: 903.362183
	Iteration 67Q: 3 clusters Score -1263381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -1263382.750000 Penalty: 903.362183
	Iteration 68Q: 3 clusters Score -1263383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1263385.750000 Penalty: 903.362183
	Iteration 69Q: 3 clusters Score -1263386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1263386.125000 Penalty: 903.362183
	Iteration 70Q: 3 clusters Score -1263386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1263386.125000 Penalty: 903.362183
	Iteration 71F: 3 clusters Score -1263386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5149.474609 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5149.475 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 46 members 
Entering Unmasked Estep 
Score: -4957.244141 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4957.244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5001.513672 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5001.514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5014.871582 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5014.872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5031.638184 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5031.638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5037.619629 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5037.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5057.761230 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5057.761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5064.965332 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -5064.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5066.461914 Penalty: 421.760345
	Iteration 7Q: 3 clusters Score -5066.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5066.461914 Penalty: 421.760345
	Iteration 8F: 3 clusters Score -5066.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11955 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4193 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178536 members 
Mstep: Class 23 contains 115764 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 20477 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062380.000000 Penalty: 18224.343750
Iteration 479Q: 32 clusters Score -2.306238e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 4195 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10091 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178549 members 
Mstep: Class 23 contains 115519 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062364.000000 Penalty: 18224.343750
Iteration 480F: 32 clusters Score -2.306236e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11974 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178570 members 
Mstep: Class 23 contains 115292 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 20834 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062382.000000 Penalty: 18224.343750
Iteration 481Q: 32 clusters Score -2.306238e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178598 members 
Mstep: Class 23 contains 115052 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1070 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062380.000000 Penalty: 18224.343750
Iteration 482Q: 32 clusters Score -2.306238e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 32159 members 
Mstep: Class 11 contains 4728 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10144 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178630 members 
Mstep: Class 23 contains 114831 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 21148 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062364.000000 Penalty: 18224.343750
Iteration 483Q: 32 clusters Score -2.306236e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 7039 members 
Mstep: Class 9 contains 11986 members 
Mstep: Class 10 contains 32159 members 
Mstep: Class 11 contains 4749 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178667 members 
Mstep: Class 23 contains 114567 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 21318 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062410.000000 Penalty: 18224.343750
Iteration 484Q: 32 clusters Score -2.306241e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 11995 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 4755 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10203 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178733 members 
Mstep: Class 23 contains 114270 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 21512 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062500.000000 Penalty: 18224.343750
Iteration 485Q: 32 clusters Score -2.30625e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 11995 members 
Mstep: Class 10 contains 32159 members 
Mstep: Class 11 contains 4777 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4196 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10234 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178798 members 
Mstep: Class 23 contains 113949 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 21717 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062478.000000 Penalty: 18224.343750
Iteration 486Q: 32 clusters Score -2.306248e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 11992 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10269 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178870 members 
Mstep: Class 23 contains 113638 members 
Mstep: Class 24 contains 1383 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 21906 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062546.000000 Penalty: 18224.343750
Iteration 487Q: 32 clusters Score -2.306255e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 11991 members 
Mstep: Class 10 contains 32160 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 178946 members 
Mstep: Class 23 contains 113321 members 
Mstep: Class 24 contains 1383 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 22089 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062572.000000 Penalty: 18224.343750
Iteration 488Q: 32 clusters Score -2.306257e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 12003 members 
Mstep: Class 10 contains 32160 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4191 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10337 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179014 members 
Mstep: Class 23 contains 113023 members 
Mstep: Class 24 contains 1383 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 22261 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062572.000000 Penalty: 18224.343750
Iteration 489Q: 32 clusters Score -2.306257e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1227 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 12015 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10379 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179073 members 
Mstep: Class 23 contains 112741 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 22433 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062526.000000 Penalty: 18224.343750
Iteration 490Q: 32 clusters Score -2.306253e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 12030 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 4828 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4184 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10425 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179135 members 
Mstep: Class 23 contains 112438 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 22616 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062500.000000 Penalty: 18224.343750
Iteration 491Q: 32 clusters Score -2.30625e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 12038 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179187 members 
Mstep: Class 23 contains 112139 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 22801 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062600.000000 Penalty: 18224.343750
Iteration 492Q: 32 clusters Score -2.30626e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 12050 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4175 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10552 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179229 members 
Mstep: Class 23 contains 111789 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 23025 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062580.000000 Penalty: 18224.343750
Iteration 493Q: 32 clusters Score -2.306258e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 7001 members 
Mstep: Class 9 contains 12051 members 
Mstep: Class 10 contains 32181 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179286 members 
Mstep: Class 23 contains 111436 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 23257 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062628.000000 Penalty: 18224.343750
Iteration 494Q: 32 clusters Score -2.306263e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 7000 members 
Mstep: Class 9 contains 12056 members 
Mstep: Class 10 contains 32184 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4156 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10669 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179337 members 
Mstep: Class 23 contains 111080 members 
Mstep: Class 24 contains 1382 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062660.000000 Penalty: 18224.343750
Iteration 495Q: 32 clusters Score -2.306266e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 32185 members 
Mstep: Class 11 contains 4861 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10736 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179391 members 
Mstep: Class 23 contains 110724 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 23722 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062756.000000 Penalty: 18224.343750
Iteration 496Q: 32 clusters Score -2.306276e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 12064 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 4861 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4146 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10802 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179450 members 
Mstep: Class 23 contains 110387 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 23948 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062818.000000 Penalty: 18224.343750
Iteration 497Q: 32 clusters Score -2.306282e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 12063 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4136 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10858 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179503 members 
Mstep: Class 23 contains 110055 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 24181 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062836.000000 Penalty: 18224.343750
Iteration 498Q: 32 clusters Score -2.306284e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 353 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 6993 members 
Mstep: Class 9 contains 12072 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 10946 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179535 members 
Mstep: Class 23 contains 109693 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1075 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 24439 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062846.000000 Penalty: 18224.343750
Iteration 499Q: 32 clusters Score -2.306285e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 3226 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 6987 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 32159 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4110 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 148 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 179535 members 
Mstep: Class 23 contains 109348 members 
Mstep: Class 24 contains 1381 members 
Mstep: Class 25 contains 50 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 24716 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23062808.000000 Penalty: 18224.343750
Iteration 500F: 32 clusters Score -2.306281e+07 nChanged 654
Maximum iterations exceeded
--- Evaluating fit on full set of 1225793 points ---
Entering Unmasked Estep 
Score: -69131872.000000 Penalty: 19773.937500
25->32 Clusters: Score -69131872.000000, best is -69226464.000000

Main iterations: 0 (time per=infms)
Total iterations: 59715 (time per=86.443272ms)
Iterations metric 2: 455191429120.000000 (time per=11.340196ns)
Iterations metric 3: 5462010888192.000000 (time per=945.065850ps)

That took 5161.959961 seconds.
